From c8c8635dc9e976fbce6dfbe3d91da299673032ce Mon Sep 17 00:00:00 2001
From: Bagatur <22008038+baskaryan@users.noreply.github.com>
Date: Sun, 23 Jul 2023 23:23:16 -0700
Subject: [PATCH] mv module integrations docs (#8101)

---
 .../docs/get_started/introduction.mdx         |    2 +-
 .../docs/modules/agents/index.mdx             |    2 +-
 .../docs/modules/agents/toolkits/index.mdx    |    8 +-
 .../agents/tools/how_to/_category_.yml        |    2 -
 .../docs/modules/agents/tools/index.mdx       |    4 +
 .../agents/tools/integrations/_category_.yml  |    1 -
 .../modules/callbacks/how_to/_category_.yml   |    2 -
 .../docs/modules/callbacks/index.mdx          |    4 +
 .../callbacks/integrations/_category_.yml     |    1 -
 .../document_loaders/{how_to => }/csv.mdx     |    0
 .../{how_to => }/file_directory.mdx           |    0
 .../document_loaders/how_to/_category_.yml    |    2 -
 .../document_loaders/{how_to => }/html.mdx    |    0
 .../document_loaders/index.mdx                |    4 +
 .../integrations/_category_.yml               |    1 -
 .../document_loaders/{how_to => }/json.mdx    |    0
 .../{how_to => }/markdown.mdx                 |    0
 .../document_loaders/{how_to => }/pdf.mdx     |    0
 .../document_transformers/index.mdx           |    4 +
 .../contextual_compression/index.mdx          |    0
 .../retrievers/how_to/_category_.yml          |    2 -
 .../data_connection/retrievers/index.mdx      |    4 +
 .../{how_to => }/self_query/index.mdx         |    0
 .../time_weighted_vectorstore.mdx             |    0
 .../retrievers/{how_to => }/vectorstore.mdx   |    0
 .../data_connection/text_embedding/index.mdx  |    4 +
 .../integrations/_category_.yml               |    1 -
 .../data_connection/vectorstores/index.mdx    |    4 +
 .../vectorstores/integrations/_category_.yml  |    1 -
 .../modules/memory/{how_to => }/buffer.mdx    |    0
 .../memory/{how_to => }/buffer_window.mdx     |    0
 .../{how_to => }/entity_summary_memory.mdx    |    0
 .../docs/modules/memory/how_to/_category_.yml |    2 -
 .../docs/modules/memory/index.mdx             |    4 +
 .../memory/integrations/_category_.yml        |    1 -
 .../modules/memory/{how_to => }/summary.mdx   |    0
 .../vectorstore_retriever_memory.mdx          |    0
 .../chat/{how_to => }/chat_model_caching.mdx  |    0
 .../models/chat/how_to/_category_.yml         |    2 -
 .../modules/model_io/models/chat/index.mdx    |   10 +-
 .../models/chat/integrations/_category_.yml   |    1 -
 .../models/chat/{how_to => }/llm_chain.mdx    |    0
 .../models/chat/{how_to => }/prompts.mdx      |    0
 .../models/chat/{how_to => }/streaming.mdx    |    0
 .../models/llms/how_to/_category_.yml         |    2 -
 .../modules/model_io/models/llms/index.mdx    |   10 +-
 .../models/llms/integrations/_category_.yml   |    1 -
 .../models/llms/{how_to => }/llm_caching.mdx  |    0
 .../llms/{how_to => }/streaming_llm.mdx       |    0
 docs/docs_skeleton/vercel.json                | 2412 ++++++++++++++---
 .../callbacks}/argilla.ipynb                  |    0
 .../callbacks}/context.ipynb                  |    0
 docs/extras/integrations/callbacks/index.mdx  |    9 +
 .../callbacks}/infino.ipynb                   |    0
 .../callbacks}/promptlayer.ipynb              |    0
 .../callbacks}/streamlit.md                   |    0
 .../chat}/anthropic.ipynb                     |    0
 .../chat}/azure_chat_openai.ipynb             |    0
 .../chat}/google_vertex_ai_palm.ipynb         |    0
 docs/extras/integrations/chat/index.mdx       |    9 +
 .../chat}/jinachat.ipynb                      |    0
 .../chat}/llama_api.ipynb                     |    0
 .../chat}/openai.ipynb                        |    0
 .../chat}/promptlayer_chatopenai.ipynb        |    0
 .../document_loaders}/acreom.ipynb            |    0
 .../document_loaders}/airbyte_json.ipynb      |    0
 .../document_loaders}/airtable.ipynb          |    0
 .../alibaba_cloud_maxcompute.ipynb            |    0
 .../document_loaders}/apify_dataset.ipynb     |    0
 .../document_loaders}/arxiv.ipynb             |    0
 .../document_loaders}/async_html.ipynb        |    0
 .../document_loaders}/aws_s3_directory.ipynb  |    0
 .../document_loaders}/aws_s3_file.ipynb       |    0
 .../document_loaders}/azlyrics.ipynb          |    0
 .../azure_blob_storage_container.ipynb        |    0
 .../azure_blob_storage_file.ipynb             |    0
 .../document_loaders}/bibtex.ipynb            |    0
 .../document_loaders}/bilibili.ipynb          |    0
 .../document_loaders}/blackboard.ipynb        |    0
 .../document_loaders}/blockchain.ipynb        |    0
 .../document_loaders}/brave_search.ipynb      |    0
 .../document_loaders}/browserless.ipynb       |    0
 .../document_loaders}/chatgpt_loader.ipynb    |    0
 .../college_confidential.ipynb                |    0
 .../document_loaders}/confluence.ipynb        |    0
 .../document_loaders}/conll-u.ipynb           |    0
 .../document_loaders}/copypaste.ipynb         |    0
 .../document_loaders}/csv.ipynb               |    0
 .../document_loaders}/cube_semantic.ipynb     |    0
 .../document_loaders}/datadog_logs.ipynb      |    0
 .../document_loaders}/diffbot.ipynb           |    0
 .../document_loaders}/discord.ipynb           |    0
 .../document_loaders}/docugami.ipynb          |    0
 .../document_loaders}/duckdb.ipynb            |    0
 .../document_loaders}/email.ipynb             |    0
 .../document_loaders}/embaas.ipynb            |    0
 .../document_loaders}/epub.ipynb              |    0
 .../document_loaders}/evernote.ipynb          |    0
 .../document_loaders}/example_data/README.org |    0
 .../document_loaders}/example_data/README.rst |    0
 .../example_data/conllu.conllu                |   16 +-
 .../example_data/facebook_chat.json           |    0
 .../example_data/facebook_chat_messages.jsonl |    0
 .../example_data/factbook.xml                 |    0
 .../example_data/fake-content.html            |    0
 .../example_data/fake-email-attachment.eml    |    0
 .../example_data/fake-email.eml               |    0
 .../example_data/fake-email.msg               |  Bin
 .../example_data/fake-power-point.pptx        |  Bin
 .../document_loaders}/example_data/fake.docx  |  Bin
 .../document_loaders}/example_data/fake.odt   |  Bin
 .../example_data/fake_conversations.json      |    0
 .../example_data/fake_discord_data/output.txt |    0
 .../messages/c105765859191975936/messages.csv |    0
 .../messages/c278566343836565505/messages.csv |    0
 .../messages/c279692806442844161/messages.csv |    0
 .../messages/c280973436971515906/messages.csv |    0
 .../example_data/fake_rule.toml               |    0
 .../example_data/layout-parser-paper.pdf      |  Bin
 .../example_data/mlb_teams_2012.csv           |    0
 .../example_data/notebook.md                  |    0
 .../example_data/sitemap.xml                  |    0
 .../example_data/source_code/example.js       |    0
 .../example_data/source_code/example.py       |    0
 .../example_data/stanley-cups.tsv             |    0
 .../example_data/stanley-cups.xlsx            |  Bin
 .../example_data/telegram.json                |    0
 .../example_data/testing.enex                 |    0
 .../example_data/testmw_pages_current.xml     |    0
 .../example_data/whatsapp_chat.txt            |    0
 .../document_loaders}/excel.ipynb             |    0
 .../document_loaders}/facebook_chat.ipynb     |    0
 .../document_loaders}/fauna.ipynb             |    0
 .../document_loaders}/figma.ipynb             |    0
 .../document_loaders}/geopandas.ipynb         |    0
 .../document_loaders}/git.ipynb               |    0
 .../document_loaders}/gitbook.ipynb           |    0
 .../document_loaders}/github.ipynb            |    0
 .../document_loaders}/google_bigquery.ipynb   |    0
 .../google_cloud_storage_directory.ipynb      |    0
 .../google_cloud_storage_file.ipynb           |    0
 .../document_loaders}/google_drive.ipynb      |    0
 .../document_loaders}/grobid.ipynb            |    0
 .../document_loaders}/gutenberg.ipynb         |    0
 .../document_loaders}/hacker_news.ipynb       |    0
 .../hugging_face_dataset.ipynb                |    0
 .../document_loaders}/ifixit.ipynb            |    0
 .../document_loaders}/image.ipynb             |    0
 .../document_loaders}/image_captions.ipynb    |    0
 .../document_loaders}/imsdb.ipynb             |    0
 .../integrations/document_loaders/index.mdx   |    9 +
 .../document_loaders}/iugu.ipynb              |    0
 .../document_loaders}/joplin.ipynb            |    0
 .../document_loaders}/jupyter_notebook.ipynb  |    0
 .../document_loaders}/larksuite.ipynb         |    0
 .../document_loaders}/mastodon.ipynb          |    0
 .../document_loaders}/mediawikidump.ipynb     |    0
 .../document_loaders}/merge_doc_loader.ipynb  |    0
 .../document_loaders}/mhtml.ipynb             |    0
 .../microsoft_onedrive.ipynb                  |    0
 .../microsoft_powerpoint.ipynb                |    0
 .../document_loaders}/microsoft_word.ipynb    |    0
 .../document_loaders}/modern_treasury.ipynb   |    0
 .../document_loaders}/notion.ipynb            |    0
 .../document_loaders}/notiondb.ipynb          |    0
 .../document_loaders}/obsidian.ipynb          |    0
 .../document_loaders}/odt.ipynb               |    0
 .../document_loaders}/open_city_data.ipynb    |    0
 .../document_loaders}/org_mode.ipynb          |    0
 .../document_loaders}/pandas_dataframe.ipynb  |    0
 .../document_loaders}/psychic.ipynb           |    0
 .../document_loaders}/pyspark_dataframe.ipynb |    0
 .../readthedocs_documentation.ipynb           |    0
 .../recursive_url_loader.ipynb                |    0
 .../document_loaders}/reddit.ipynb            |    0
 .../document_loaders}/roam.ipynb              |    0
 .../document_loaders}/rockset.ipynb           |    0
 .../document_loaders}/rst.ipynb               |    0
 .../document_loaders}/sitemap.ipynb           |    0
 .../document_loaders}/slack.ipynb             |    0
 .../document_loaders}/snowflake.ipynb         |    0
 .../document_loaders}/source_code.ipynb       |    0
 .../document_loaders}/spreedly.ipynb          |    0
 .../document_loaders}/stripe.ipynb            |    0
 .../document_loaders}/subtitle.ipynb          |    0
 .../document_loaders}/telegram.ipynb          |    0
 .../tencent_cos_directory.ipynb               |    0
 .../document_loaders}/tencent_cos_file.ipynb  |    0
 .../document_loaders}/tomarkdown.ipynb        |    0
 .../document_loaders}/toml.ipynb              |    0
 .../document_loaders}/trello.ipynb            |    0
 .../document_loaders}/tsv.ipynb               |    0
 .../document_loaders}/twitter.ipynb           |    0
 .../document_loaders}/unstructured_file.ipynb |    0
 .../document_loaders}/url.ipynb               |    0
 .../document_loaders}/weather.ipynb           |    0
 .../document_loaders}/web_base.ipynb          |    0
 .../document_loaders}/whatsapp_chat.ipynb     |    0
 .../document_loaders}/wikipedia.ipynb         |    0
 .../document_loaders}/xml.ipynb               |    0
 .../document_loaders}/xorbits.ipynb           |    0
 .../document_loaders}/youtube_audio.ipynb     |    0
 .../youtube_transcript.ipynb                  |    0
 .../doctran_extract_properties.ipynb          |    0
 .../doctran_interrogate_document.ipynb        |    0
 .../doctran_translate_document.ipynb          |    0
 .../document_transformers}/html2text.ipynb    |    0
 .../document_transformers/index.mdx           |    9 +
 .../openai_metadata_tagger.ipynb              |    0
 .../llms}/ai21.ipynb                          |    0
 .../llms}/aleph_alpha.ipynb                   |    0
 .../llms}/amazon_api_gateway_example.ipynb    |    0
 .../llms}/anyscale.ipynb                      |    0
 .../llms}/azure_openai_example.ipynb          |    0
 .../llms}/azureml_endpoint_example.ipynb      |    0
 .../llms}/banana.ipynb                        |    0
 .../llms}/baseten.ipynb                       |    0
 .../llms}/beam.ipynb                          |    0
 .../llms}/bedrock.ipynb                       |    0
 .../llms}/cerebriumai_example.ipynb           |    0
 .../llms}/chatglm.ipynb                       |    0
 .../llms}/clarifai.ipynb                      |    0
 .../llms}/cohere.ipynb                        |    0
 .../llms}/ctransformers.ipynb                 |    0
 .../llms}/databricks.ipynb                    |    0
 .../llms}/deepinfra_example.ipynb             |    0
 .../llms}/forefrontai_example.ipynb           |    0
 .../llms}/google_vertex_ai_palm.ipynb         |    0
 .../llms}/gooseai_example.ipynb               |    0
 .../llms}/gpt4all.ipynb                       |    0
 .../llms}/huggingface_hub.ipynb               |    0
 .../llms}/huggingface_pipelines.ipynb         |    0
 .../llms}/huggingface_textgen_inference.ipynb |    0
 docs/extras/integrations/llms/index.mdx       |    9 +
 .../llms}/jsonformer_experimental.ipynb       |    0
 .../llms}/koboldai.ipynb                      |    0
 .../llms}/llamacpp.ipynb                      |    0
 .../llms}/llm_caching.ipynb                   |    0
 .../llms}/manifest.ipynb                      |    0
 .../llms}/modal.ipynb                         |    0
 .../llms}/mosaicml.ipynb                      |    0
 .../llms}/nlpcloud.ipynb                      |    0
 .../llms}/octoai.ipynb                        |    0
 .../llms}/openai.ipynb                        |    0
 .../llms}/openllm.ipynb                       |    0
 .../llms}/openlm.ipynb                        |    0
 .../llms}/petals_example.ipynb                |    0
 .../llms}/pipelineai_example.ipynb            |    0
 .../llms}/predibase.ipynb                     |    0
 .../llms}/predictionguard.ipynb               |    0
 .../llms}/promptlayer_openai.ipynb            |    0
 .../llms}/rellm_experimental.ipynb            |    0
 .../llms}/replicate.ipynb                     |    0
 .../llms}/runhouse.ipynb                      |    0
 .../llms}/sagemaker.ipynb                     |    0
 .../llms}/stochasticai.ipynb                  |    0
 .../llms}/textgen.ipynb                       |    0
 .../llms}/tongyi.ipynb                        |    0
 .../llms}/writer.ipynb                        |    0
 .../cassandra_chat_message_history.ipynb      |    0
 .../dynamodb_chat_message_history.ipynb       |    0
 .../memory}/entity_memory_with_sqlite.ipynb   |    0
 docs/extras/integrations/memory/index.mdx     |    9 +
 .../momento_chat_message_history.ipynb        |    0
 .../mongodb_chat_message_history.ipynb        |    0
 .../memory}/motorhead_memory.ipynb            |    0
 .../memory}/motorhead_memory_managed.ipynb    |    0
 .../postgres_chat_message_history.ipynb       |    0
 .../memory}/redis_chat_message_history.ipynb  |    0
 .../memory}/zep_memory.ipynb                  |    0
 .../agent_with_wandb_tracing.ipynb            |    0
 .../integrations/{ => providers}/ai21.mdx     |    0
 .../{ => providers}/aim_tracking.ipynb        |    0
 .../integrations/{ => providers}/airbyte.mdx  |    0
 .../integrations/{ => providers}/airtable.md  |    0
 .../{ => providers}/aleph_alpha.mdx           |    0
 .../alibabacloud_opensearch.md                |    0
 .../{ => providers}/amazon_api_gateway.mdx    |    0
 .../{ => providers}/analyticdb.mdx            |    0
 .../integrations/{ => providers}/annoy.mdx    |    0
 .../integrations/{ => providers}/anyscale.mdx |    0
 .../integrations/{ => providers}/apify.mdx    |    0
 .../integrations/{ => providers}/argilla.mdx  |    0
 .../{ => providers}/arthur_tracking.ipynb     |    0
 .../integrations/{ => providers}/arxiv.mdx    |    0
 .../integrations/{ => providers}/atlas.mdx    |    0
 .../integrations/{ => providers}/awadb.md     |    0
 .../integrations/{ => providers}/aws_s3.mdx   |    0
 .../integrations/{ => providers}/azlyrics.mdx |    0
 .../{ => providers}/azure_blob_storage.mdx    |    0
 .../azure_cognitive_search_.mdx               |    0
 .../{ => providers}/azure_openai.mdx          |    0
 .../{ => providers}/bananadev.mdx             |    0
 .../integrations/{ => providers}/baseten.md   |    0
 .../integrations/{ => providers}/beam.mdx     |    0
 .../integrations/{ => providers}/bedrock.mdx  |    0
 .../integrations/{ => providers}/bilibili.mdx |    0
 .../{ => providers}/blackboard.mdx            |    0
 .../{ => providers}/brave_search.mdx          |    0
 .../{ => providers}/cassandra.mdx             |    0
 .../{ => providers}/cerebriumai.mdx           |    0
 .../{ => providers}/chaindesk.mdx             |    0
 .../integrations/{ => providers}/chroma.mdx   |    0
 .../integrations/{ => providers}/clarifai.mdx |    0
 .../{ => providers}/clearml_tracking.ipynb    |    0
 .../integrations/{ => providers}/cnosdb.mdx   |    0
 .../integrations/{ => providers}/cohere.mdx   |    0
 .../{ => providers}/college_confidential.mdx  |    0
 .../{ => providers}/comet_tracking.ipynb      |    0
 .../{ => providers}/confluence.mdx            |    0
 .../{ => providers}/ctransformers.mdx         |    0
 .../{ => providers}/databricks.ipynb          |    0
 .../{ => providers}/databricks.md             |    0
 .../integrations/{ => providers}/datadog.mdx  |    0
 .../{ => providers}/datadog_logs.mdx          |    0
 .../{ => providers}/dataforseo.mdx            |    0
 .../{ => providers}/deepinfra.mdx             |    0
 .../integrations/{ => providers}/deeplake.mdx |    0
 .../integrations/{ => providers}/diffbot.mdx  |    0
 .../integrations/{ => providers}/discord.mdx  |    0
 .../integrations/{ => providers}/docugami.mdx |    0
 .../integrations/{ => providers}/duckdb.mdx   |    0
 .../{ => providers}/elasticsearch.mdx         |    0
 .../integrations/{ => providers}/evernote.mdx |    0
 .../{ => providers}/facebook_chat.mdx         |    0
 .../integrations/{ => providers}/figma.mdx    |    0
 .../integrations/{ => providers}/flyte.mdx    |    0
 .../{ => providers}/forefrontai.mdx           |    0
 .../integrations/{ => providers}/git.mdx      |    0
 .../integrations/{ => providers}/gitbook.mdx  |    0
 .../integrations/{ => providers}/golden.mdx   |    0
 .../{ => providers}/google_bigquery.mdx       |    0
 .../{ => providers}/google_cloud_storage.mdx  |    0
 .../{ => providers}/google_drive.mdx          |    0
 .../{ => providers}/google_search.mdx         |    0
 .../{ => providers}/google_serper.mdx         |    0
 .../integrations/{ => providers}/gooseai.mdx  |    0
 .../integrations/{ => providers}/gpt4all.mdx  |    0
 .../{ => providers}/graphsignal.mdx           |    0
 .../integrations/{ => providers}/grobid.mdx   |    0
 .../{ => providers}/gutenberg.mdx             |    0
 .../{ => providers}/hacker_news.mdx           |    0
 .../{ => providers}/hazy_research.mdx         |    0
 .../integrations/{ => providers}/helicone.mdx |    0
 .../integrations/{ => providers}/hologres.mdx |    0
 .../{ => providers}/huggingface.mdx           |    0
 .../integrations/{ => providers}/ifixit.mdx   |    0
 .../integrations/{ => providers}/imsdb.mdx    |    0
 docs/extras/integrations/providers/index.mdx  |    9 +
 .../integrations/{ => providers}/infino.mdx   |    0
 .../integrations/{ => providers}/jina.mdx     |    0
 .../integrations/{ => providers}/lancedb.mdx  |    0
 .../{ => providers}/langchain_decorators.mdx  |    0
 .../integrations/{ => providers}/llamacpp.mdx |    0
 .../integrations/{ => providers}/marqo.md     |    0
 .../{ => providers}/mediawikidump.mdx         |    0
 .../integrations/{ => providers}/metal.mdx    |    0
 .../{ => providers}/microsoft_onedrive.mdx    |    0
 .../{ => providers}/microsoft_powerpoint.mdx  |    0
 .../{ => providers}/microsoft_word.mdx        |    0
 .../integrations/{ => providers}/milvus.mdx   |    0
 .../{ => providers}/mlflow_ai_gateway.mdx     |    0
 .../{ => providers}/mlflow_tracking.ipynb     |    0
 .../integrations/{ => providers}/modal.mdx    |    0
 .../{ => providers}/modelscope.mdx            |    0
 .../{ => providers}/modern_treasury.mdx       |    0
 .../integrations/{ => providers}/momento.mdx  |    0
 .../{ => providers}/motherduck.mdx            |    0
 .../integrations/{ => providers}/myscale.mdx  |    0
 .../integrations/{ => providers}/nlpcloud.mdx |    0
 .../integrations/{ => providers}/notion.mdx   |    0
 .../integrations/{ => providers}/obsidian.mdx |    0
 .../integrations/{ => providers}/openai.mdx   |    0
 .../integrations/{ => providers}/openllm.mdx  |    0
 .../{ => providers}/opensearch.mdx            |    0
 .../{ => providers}/openweathermap.mdx        |    0
 .../integrations/{ => providers}/petals.mdx   |    0
 .../integrations/{ => providers}/pgvector.mdx |    0
 .../integrations/{ => providers}/pinecone.mdx |    0
 .../{ => providers}/pipelineai.mdx            |    0
 .../{ => providers}/portkey/index.md          |    0
 .../portkey/logging_tracing_portkey.ipynb     |    0
 .../integrations/{ => providers}/predibase.md |    0
 .../{ => providers}/predictionguard.mdx       |    0
 .../{ => providers}/promptlayer.mdx           |    0
 .../integrations/{ => providers}/psychic.mdx  |    0
 .../integrations/{ => providers}/qdrant.mdx   |    0
 .../{ => providers}/ray_serve.ipynb           |    0
 .../integrations/{ => providers}/rebuff.ipynb |    0
 .../integrations/{ => providers}/reddit.mdx   |    0
 .../integrations/{ => providers}/redis.mdx    |    0
 .../{ => providers}/replicate.mdx             |    0
 .../integrations/{ => providers}/roam.mdx     |    0
 .../integrations/{ => providers}/rockset.mdx  |    0
 .../integrations/{ => providers}/runhouse.mdx |    0
 .../integrations/{ => providers}/rwkv.mdx     |    0
 .../{ => providers}/sagemaker_endpoint.mdx    |    0
 .../integrations/{ => providers}/searx.mdx    |    0
 .../integrations/{ => providers}/serpapi.mdx  |    0
 .../{ => providers}/shaleprotocol.md          |    0
 .../{ => providers}/singlestoredb.mdx         |    0
 .../integrations/{ => providers}/sklearn.mdx  |    0
 .../integrations/{ => providers}/slack.mdx    |    0
 .../integrations/{ => providers}/spacy.mdx    |    0
 .../integrations/{ => providers}/spreedly.mdx |    0
 .../{ => providers}/starrocks.mdx             |    0
 .../{ => providers}/stochasticai.mdx          |    0
 .../integrations/{ => providers}/stripe.mdx   |    0
 .../integrations/{ => providers}/tair.mdx     |    0
 .../integrations/{ => providers}/telegram.mdx |    0
 .../integrations/{ => providers}/tigris.mdx   |    0
 .../{ => providers}/tomarkdown.mdx            |    0
 .../integrations/{ => providers}/trello.mdx   |    0
 .../integrations/{ => providers}/trulens.mdx  |    0
 .../integrations/{ => providers}/twitter.mdx  |    0
 .../{ => providers}/typesense.mdx             |    0
 .../{ => providers}/unstructured.mdx          |    0
 .../{ => providers}/vectara/index.mdx         |    0
 .../vectara/vectara_chat.ipynb                |    0
 .../vectara/vectara_text_generation.ipynb     |    0
 .../integrations/{ => providers}/vespa.mdx    |    0
 .../{ => providers}/wandb_tracking.ipynb      |    0
 .../integrations/{ => providers}/weather.mdx  |    0
 .../integrations/{ => providers}/weaviate.mdx |    0
 .../integrations/{ => providers}/whatsapp.mdx |    0
 .../{ => providers}/whylabs_profiling.ipynb   |    0
 .../{ => providers}/wikipedia.mdx             |    0
 .../{ => providers}/wolfram_alpha.mdx         |    0
 .../integrations/{ => providers}/writer.mdx   |    0
 .../integrations/{ => providers}/yeagerai.mdx |    0
 .../integrations/{ => providers}/youtube.mdx  |    0
 .../integrations/{ => providers}/zep.mdx      |    0
 .../integrations/{ => providers}/zilliz.mdx   |    0
 .../retrievers}/amazon_kendra_retriever.ipynb |    0
 .../retrievers}/arxiv.ipynb                   |    0
 .../retrievers}/azure_cognitive_search.ipynb  |    0
 .../retrievers}/bm25.ipynb                    |    0
 .../retrievers}/chaindesk.ipynb               |    0
 .../retrievers}/chatgpt-plugin.ipynb          |    0
 .../retrievers}/cohere-reranker.ipynb         |    0
 .../retrievers}/docarray_retriever.ipynb      |    0
 .../retrievers}/elastic_search_bm25.ipynb     |    0
 .../google_cloud_enterprise_search.ipynb      |    0
 docs/extras/integrations/retrievers/index.mdx |    9 +
 .../retrievers}/knn.ipynb                     |    0
 .../retrievers}/merger_retriever.ipynb        |    0
 .../retrievers}/metal.ipynb                   |    0
 .../retrievers}/pinecone_hybrid_search.ipynb  |    0
 .../retrievers}/pubmed.ipynb                  |    0
 .../retrievers}/svm.ipynb                     |    0
 .../retrievers}/tf_idf.ipynb                  |    0
 .../retrievers}/vespa.ipynb                   |    0
 .../retrievers}/weaviate-hybrid.ipynb         |    0
 .../retrievers}/wikipedia.ipynb               |    0
 .../retrievers}/zep_memorystore.ipynb         |    0
 .../text_embedding}/aleph_alpha.ipynb         |    0
 .../text_embedding}/azureopenai.ipynb         |    0
 .../text_embedding}/bedrock.ipynb             |    0
 .../text_embedding}/clarifai.ipynb            |    0
 .../text_embedding}/cohere.ipynb              |    0
 .../text_embedding}/dashscope.ipynb           |    0
 .../text_embedding}/deepinfra.ipynb           |    0
 .../text_embedding}/elasticsearch.ipynb       |    0
 .../text_embedding}/embaas.ipynb              |    0
 .../text_embedding}/fake.ipynb                |    0
 .../google_vertex_ai_palm.ipynb               |    0
 .../text_embedding}/gpt4all.ipynb             |    0
 .../text_embedding}/huggingfacehub.ipynb      |    0
 .../integrations/text_embedding/index.mdx     |    9 +
 .../text_embedding}/instruct_embeddings.ipynb |    0
 .../text_embedding}/jina.ipynb                |    0
 .../text_embedding}/llamacpp.ipynb            |    0
 .../text_embedding}/minimax.ipynb             |    0
 .../text_embedding}/modelscope_hub.ipynb      |    0
 .../text_embedding}/mosaicml.ipynb            |    0
 .../text_embedding}/nlp_cloud.ipynb           |    0
 .../text_embedding}/openai.ipynb              |    0
 .../text_embedding}/sagemaker-endpoint.ipynb  |    0
 .../text_embedding}/self-hosted.ipynb         |    0
 .../sentence_transformers.ipynb               |    0
 .../text_embedding}/spacy_embedding.ipynb     |    0
 .../text_embedding}/tensorflowhub.ipynb       |    0
 .../toolkits/amadeus.ipynb                    |    0
 .../toolkits/azure_cognitive_services.ipynb   |    0
 .../toolkits/csv.ipynb                        |    0
 .../document_comparison_toolkit.ipynb         |    0
 .../toolkits/github.ipynb                     |    0
 .../toolkits/gmail.ipynb                      |    0
 docs/extras/integrations/toolkits/index.mdx   |    9 +
 .../toolkits/jira.ipynb                       |    0
 .../toolkits/json.ipynb                       |    0
 .../toolkits/multion.ipynb                    |    0
 .../toolkits/office365.ipynb                  |    0
 .../toolkits/openapi.ipynb                    |    0
 .../toolkits/openapi_nla.ipynb                |    0
 .../toolkits/pandas.ipynb                     |    0
 .../toolkits/playwright.ipynb                 |    0
 .../toolkits/powerbi.ipynb                    |    0
 .../toolkits/python.ipynb                     |    0
 .../toolkits/spark.ipynb                      |    0
 .../toolkits/spark_sql.ipynb                  |    0
 .../toolkits/sql_database.ipynb               |    0
 .../toolkits/vectorstore.ipynb                |    0
 .../toolkits/xorbits.ipynb                    |    0
 .../tools}/_gradio_tools_files/output_7_0.png |  Bin
 docs/extras/integrations/tools/apify.ipynb    |  168 ++
 .../tools}/arxiv.ipynb                        |    0
 .../tools}/awslambda.ipynb                    |    0
 .../tools}/bash.ipynb                         |    0
 .../tools}/bing_search.ipynb                  |    0
 .../tools}/brave_search.ipynb                 |    0
 .../tools}/chatgpt_plugins.ipynb              |    0
 .../tools}/dataforseo.ipynb                   |    0
 .../tools}/ddg.ipynb                          |    0
 .../tools}/filesystem.ipynb                   |    0
 .../tools}/golden_query.ipynb                 |    0
 .../tools}/google_places.ipynb                |    0
 .../tools}/google_search.ipynb                |    0
 .../tools}/google_serper.ipynb                |    0
 .../tools}/gradio_tools.ipynb                 |    0
 .../tools}/graphql.ipynb                      |    0
 .../tools}/huggingface_tools.ipynb            |    0
 .../tools}/human_tools.ipynb                  |    0
 .../tools}/ifttt.ipynb                        |    0
 docs/extras/integrations/tools/index.mdx      |    9 +
 .../tools}/lemonai.ipynb                      |    0
 .../tools}/metaphor_search.ipynb              |    0
 .../tools}/openweathermap.ipynb               |    0
 .../tools}/pubmed.ipynb                       |    0
 .../tools}/python.ipynb                       |    0
 .../tools}/requests.ipynb                     |    0
 .../tools}/sceneXplain.ipynb                  |    0
 .../tools}/search_tools.ipynb                 |    0
 .../tools}/searx_search.ipynb                 |    0
 .../tools}/serpapi.ipynb                      |    0
 .../tools}/twilio.ipynb                       |    0
 .../tools}/wikipedia.ipynb                    |    0
 .../tools}/wolfram_alpha.ipynb                |    0
 .../tools}/youtube.ipynb                      |    0
 .../tools}/zapier.ipynb                       |    0
 .../alibabacloud_opensearch.ipynb             |    0
 .../vectorstores}/analyticdb.ipynb            |    0
 .../vectorstores}/annoy.ipynb                 |    0
 .../vectorstores}/atlas.ipynb                 |    0
 .../vectorstores}/awadb.ipynb                 |    0
 .../vectorstores}/azuresearch.ipynb           |    0
 .../vectorstores}/cassandra.ipynb             |    0
 .../vectorstores}/chroma.ipynb                |    0
 .../vectorstores}/clarifai.ipynb              |    0
 .../vectorstores}/clickhouse.ipynb            |    0
 .../vectorstores}/deeplake.ipynb              |    0
 .../vectorstores}/docarray_hnsw.ipynb         |    0
 .../vectorstores}/docarray_in_memory.ipynb    |    0
 .../vectorstores}/elasticsearch.ipynb         |    0
 .../vectorstores}/faiss.ipynb                 |    0
 .../vectorstores}/faiss_index/index.faiss     |  Bin
 .../vectorstores}/hologres.ipynb              |    0
 .../integrations/vectorstores/index.mdx       |    9 +
 .../vectorstores}/lancedb.ipynb               |    0
 .../vectorstores}/marqo.ipynb                 |    0
 .../vectorstores}/matchingengine.ipynb        |    0
 .../vectorstores}/milvus.ipynb                |    0
 .../vectorstores}/mongodb_atlas.ipynb         |    0
 .../vectorstores}/myscale.ipynb               |    0
 .../vectorstores}/opensearch.ipynb            |    0
 .../vectorstores}/pgembedding.ipynb           |    0
 .../vectorstores}/pgvector.ipynb              |    0
 .../vectorstores}/pinecone.ipynb              |    0
 .../vectorstores}/qdrant.ipynb                |    0
 .../vectorstores}/redis.ipynb                 |    0
 .../vectorstores}/rockset.ipynb               |    0
 .../vectorstores}/singlestoredb.ipynb         |    0
 .../vectorstores}/sklearn.ipynb               |    0
 .../vectorstores}/starrocks.ipynb             |    0
 .../vectorstores}/supabase.ipynb              |    0
 .../vectorstores}/tair.ipynb                  |    0
 .../vectorstores}/tigris.ipynb                |    0
 .../vectorstores}/typesense.ipynb             |    0
 .../vectorstores}/vectara.ipynb               |    0
 .../vectorstores}/weaviate.ipynb              |    0
 .../vectorstores}/zilliz.ipynb                |    0
 .../tools/{how_to => }/custom_tools.ipynb     |    0
 .../tools/{how_to => }/human_approval.ipynb   |    0
 .../tools/{how_to => }/multi_input_tool.ipynb |    0
 .../{how_to => }/tool_input_validation.ipynb  |    0
 .../tools_as_openai_functions.ipynb           |    0
 .../{how_to => }/async_callbacks.ipynb        |    0
 .../{how_to => }/custom_callbacks.ipynb       |    0
 .../callbacks/{how_to => }/custom_chain.mdx   |    0
 .../{how_to => }/filecallbackhandler.ipynb    |    0
 .../{how_to => }/multiple_callbacks.ipynb     |    0
 .../modules/callbacks/{how_to => }/tags.mdx   |    0
 .../{how_to => }/token_counting.ipynb         |    0
 .../integrations/_category_.yml               |    1 -
 .../{how_to => }/MultiQueryRetriever.ipynb    |    0
 .../self_query/chroma_self_query.ipynb        |    0
 .../self_query/myscale_self_query.ipynb       |    0
 .../{how_to => }/self_query/pinecone.ipynb    |    0
 .../self_query/qdrant_self_query.ipynb        |    0
 .../self_query/weaviate_self_query.ipynb      |    0
 .../memory/{how_to => }/adding_memory.ipynb   |    0
 .../adding_memory_chain_multiple_inputs.ipynb |    0
 .../{how_to => }/agent_with_memory.ipynb      |    0
 .../agent_with_memory_in_db.ipynb             |    0
 .../conversational_customization.ipynb        |    0
 .../memory/{how_to => }/custom_memory.ipynb   |    0
 .../modules/memory/{how_to => }/kg.ipynb      |    0
 .../memory/{how_to => }/multiple_memory.ipynb |    0
 .../memory/{how_to => }/summary_buffer.ipynb  |    0
 .../memory/{how_to => }/token_buffer.ipynb    |    0
 .../{how_to => }/human_input_chat_model.ipynb |    0
 .../models/llms/{how_to => }/async_llm.ipynb  |    0
 .../models/llms/{how_to => }/custom_llm.ipynb |    0
 .../models/llms/{how_to => }/fake_llm.ipynb   |    0
 .../llms/{how_to => }/human_input_llm.ipynb   |    0
 .../models/llms/{how_to => }/llm.json         |    0
 .../models/llms/{how_to => }/llm.yaml         |    0
 .../llms/{how_to => }/llm_serialization.ipynb |    0
 .../{how_to => }/token_usage_tracking.ipynb   |    0
 619 files changed, 2332 insertions(+), 459 deletions(-)
 delete mode 100644 docs/docs_skeleton/docs/modules/agents/tools/how_to/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/agents/tools/integrations/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/callbacks/how_to/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/callbacks/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/csv.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/file_directory.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/_category_.yml
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/html.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/data_connection/document_loaders/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/json.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/markdown.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/document_loaders/{how_to => }/pdf.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/retrievers/{how_to => }/contextual_compression/index.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/_category_.yml
 rename docs/docs_skeleton/docs/modules/data_connection/retrievers/{how_to => }/self_query/index.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/retrievers/{how_to => }/time_weighted_vectorstore.mdx (100%)
 rename docs/docs_skeleton/docs/modules/data_connection/retrievers/{how_to => }/vectorstore.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/data_connection/text_embedding/integrations/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/data_connection/vectorstores/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/memory/{how_to => }/buffer.mdx (100%)
 rename docs/docs_skeleton/docs/modules/memory/{how_to => }/buffer_window.mdx (100%)
 rename docs/docs_skeleton/docs/modules/memory/{how_to => }/entity_summary_memory.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/memory/how_to/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/memory/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/memory/{how_to => }/summary.mdx (100%)
 rename docs/docs_skeleton/docs/modules/memory/{how_to => }/vectorstore_retriever_memory.mdx (100%)
 rename docs/docs_skeleton/docs/modules/model_io/models/chat/{how_to => }/chat_model_caching.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/model_io/models/chat/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/model_io/models/chat/{how_to => }/llm_chain.mdx (100%)
 rename docs/docs_skeleton/docs/modules/model_io/models/chat/{how_to => }/prompts.mdx (100%)
 rename docs/docs_skeleton/docs/modules/model_io/models/chat/{how_to => }/streaming.mdx (100%)
 delete mode 100644 docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/_category_.yml
 delete mode 100644 docs/docs_skeleton/docs/modules/model_io/models/llms/integrations/_category_.yml
 rename docs/docs_skeleton/docs/modules/model_io/models/llms/{how_to => }/llm_caching.mdx (100%)
 rename docs/docs_skeleton/docs/modules/model_io/models/llms/{how_to => }/streaming_llm.mdx (100%)
 rename docs/extras/{modules/callbacks/integrations => integrations/callbacks}/argilla.ipynb (100%)
 rename docs/extras/{modules/callbacks/integrations => integrations/callbacks}/context.ipynb (100%)
 create mode 100644 docs/extras/integrations/callbacks/index.mdx
 rename docs/extras/{modules/callbacks/integrations => integrations/callbacks}/infino.ipynb (100%)
 rename docs/extras/{modules/callbacks/integrations => integrations/callbacks}/promptlayer.ipynb (100%)
 rename docs/extras/{modules/callbacks/integrations => integrations/callbacks}/streamlit.md (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/anthropic.ipynb (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/azure_chat_openai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/google_vertex_ai_palm.ipynb (100%)
 create mode 100644 docs/extras/integrations/chat/index.mdx
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/jinachat.ipynb (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/llama_api.ipynb (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/openai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/chat/integrations => integrations/chat}/promptlayer_chatopenai.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/acreom.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/airbyte_json.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/airtable.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/alibaba_cloud_maxcompute.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/apify_dataset.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/arxiv.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/async_html.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/aws_s3_directory.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/aws_s3_file.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/azlyrics.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/azure_blob_storage_container.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/azure_blob_storage_file.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/bibtex.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/bilibili.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/blackboard.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/blockchain.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/brave_search.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/browserless.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/chatgpt_loader.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/college_confidential.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/confluence.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/conll-u.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/copypaste.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/csv.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/cube_semantic.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/datadog_logs.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/diffbot.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/discord.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/docugami.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/duckdb.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/email.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/embaas.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/epub.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/evernote.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/README.org (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/README.rst (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/conllu.conllu (98%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/facebook_chat.json (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/facebook_chat_messages.jsonl (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/factbook.xml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake-content.html (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake-email-attachment.eml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake-email.eml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake-email.msg (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake-power-point.pptx (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake.docx (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake.odt (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_conversations.json (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_discord_data/output.txt (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_discord_data/package/messages/c105765859191975936/messages.csv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_discord_data/package/messages/c278566343836565505/messages.csv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_discord_data/package/messages/c279692806442844161/messages.csv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/fake_rule.toml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/layout-parser-paper.pdf (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/mlb_teams_2012.csv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/notebook.md (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/sitemap.xml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/source_code/example.js (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/source_code/example.py (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/stanley-cups.tsv (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/stanley-cups.xlsx (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/telegram.json (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/testing.enex (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/testmw_pages_current.xml (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/example_data/whatsapp_chat.txt (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/excel.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/facebook_chat.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/fauna.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/figma.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/geopandas.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/git.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/gitbook.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/github.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/google_bigquery.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/google_cloud_storage_directory.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/google_cloud_storage_file.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/google_drive.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/grobid.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/gutenberg.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/hacker_news.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/hugging_face_dataset.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/ifixit.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/image.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/image_captions.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/imsdb.ipynb (100%)
 create mode 100644 docs/extras/integrations/document_loaders/index.mdx
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/iugu.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/joplin.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/jupyter_notebook.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/larksuite.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/mastodon.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/mediawikidump.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/merge_doc_loader.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/mhtml.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/microsoft_onedrive.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/microsoft_powerpoint.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/microsoft_word.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/modern_treasury.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/notion.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/notiondb.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/obsidian.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/odt.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/open_city_data.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/org_mode.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/pandas_dataframe.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/psychic.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/pyspark_dataframe.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/readthedocs_documentation.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/recursive_url_loader.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/reddit.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/roam.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/rockset.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/rst.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/sitemap.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/slack.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/snowflake.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/source_code.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/spreedly.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/stripe.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/subtitle.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/telegram.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/tencent_cos_directory.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/tencent_cos_file.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/tomarkdown.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/toml.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/trello.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/tsv.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/twitter.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/unstructured_file.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/url.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/weather.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/web_base.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/whatsapp_chat.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/wikipedia.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/xml.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/xorbits.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/youtube_audio.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_loaders/integrations => integrations/document_loaders}/youtube_transcript.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_transformers/integrations => integrations/document_transformers}/doctran_extract_properties.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_transformers/integrations => integrations/document_transformers}/doctran_interrogate_document.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_transformers/integrations => integrations/document_transformers}/doctran_translate_document.ipynb (100%)
 rename docs/extras/{modules/data_connection/document_transformers/integrations => integrations/document_transformers}/html2text.ipynb (100%)
 create mode 100644 docs/extras/integrations/document_transformers/index.mdx
 rename docs/extras/{modules/data_connection/document_transformers/integrations => integrations/document_transformers}/openai_metadata_tagger.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/ai21.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/aleph_alpha.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/amazon_api_gateway_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/anyscale.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/azure_openai_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/azureml_endpoint_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/banana.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/baseten.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/beam.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/bedrock.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/cerebriumai_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/chatglm.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/clarifai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/cohere.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/ctransformers.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/databricks.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/deepinfra_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/forefrontai_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/google_vertex_ai_palm.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/gooseai_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/gpt4all.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/huggingface_hub.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/huggingface_pipelines.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/huggingface_textgen_inference.ipynb (100%)
 create mode 100644 docs/extras/integrations/llms/index.mdx
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/jsonformer_experimental.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/koboldai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/llamacpp.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/llm_caching.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/manifest.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/modal.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/mosaicml.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/nlpcloud.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/octoai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/openai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/openllm.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/openlm.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/petals_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/pipelineai_example.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/predibase.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/predictionguard.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/promptlayer_openai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/rellm_experimental.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/replicate.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/runhouse.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/sagemaker.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/stochasticai.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/textgen.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/tongyi.ipynb (100%)
 rename docs/extras/{modules/model_io/models/llms/integrations => integrations/llms}/writer.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/cassandra_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/dynamodb_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/entity_memory_with_sqlite.ipynb (100%)
 create mode 100644 docs/extras/integrations/memory/index.mdx
 rename docs/extras/{modules/memory/integrations => integrations/memory}/momento_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/mongodb_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/motorhead_memory.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/motorhead_memory_managed.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/postgres_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/redis_chat_message_history.ipynb (100%)
 rename docs/extras/{modules/memory/integrations => integrations/memory}/zep_memory.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/agent_with_wandb_tracing.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/ai21.mdx (100%)
 rename docs/extras/integrations/{ => providers}/aim_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/airbyte.mdx (100%)
 rename docs/extras/integrations/{ => providers}/airtable.md (100%)
 rename docs/extras/integrations/{ => providers}/aleph_alpha.mdx (100%)
 rename docs/extras/integrations/{ => providers}/alibabacloud_opensearch.md (100%)
 rename docs/extras/integrations/{ => providers}/amazon_api_gateway.mdx (100%)
 rename docs/extras/integrations/{ => providers}/analyticdb.mdx (100%)
 rename docs/extras/integrations/{ => providers}/annoy.mdx (100%)
 rename docs/extras/integrations/{ => providers}/anyscale.mdx (100%)
 rename docs/extras/integrations/{ => providers}/apify.mdx (100%)
 rename docs/extras/integrations/{ => providers}/argilla.mdx (100%)
 rename docs/extras/integrations/{ => providers}/arthur_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/arxiv.mdx (100%)
 rename docs/extras/integrations/{ => providers}/atlas.mdx (100%)
 rename docs/extras/integrations/{ => providers}/awadb.md (100%)
 rename docs/extras/integrations/{ => providers}/aws_s3.mdx (100%)
 rename docs/extras/integrations/{ => providers}/azlyrics.mdx (100%)
 rename docs/extras/integrations/{ => providers}/azure_blob_storage.mdx (100%)
 rename docs/extras/integrations/{ => providers}/azure_cognitive_search_.mdx (100%)
 rename docs/extras/integrations/{ => providers}/azure_openai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/bananadev.mdx (100%)
 rename docs/extras/integrations/{ => providers}/baseten.md (100%)
 rename docs/extras/integrations/{ => providers}/beam.mdx (100%)
 rename docs/extras/integrations/{ => providers}/bedrock.mdx (100%)
 rename docs/extras/integrations/{ => providers}/bilibili.mdx (100%)
 rename docs/extras/integrations/{ => providers}/blackboard.mdx (100%)
 rename docs/extras/integrations/{ => providers}/brave_search.mdx (100%)
 rename docs/extras/integrations/{ => providers}/cassandra.mdx (100%)
 rename docs/extras/integrations/{ => providers}/cerebriumai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/chaindesk.mdx (100%)
 rename docs/extras/integrations/{ => providers}/chroma.mdx (100%)
 rename docs/extras/integrations/{ => providers}/clarifai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/clearml_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/cnosdb.mdx (100%)
 rename docs/extras/integrations/{ => providers}/cohere.mdx (100%)
 rename docs/extras/integrations/{ => providers}/college_confidential.mdx (100%)
 rename docs/extras/integrations/{ => providers}/comet_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/confluence.mdx (100%)
 rename docs/extras/integrations/{ => providers}/ctransformers.mdx (100%)
 rename docs/extras/integrations/{ => providers}/databricks.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/databricks.md (100%)
 rename docs/extras/integrations/{ => providers}/datadog.mdx (100%)
 rename docs/extras/integrations/{ => providers}/datadog_logs.mdx (100%)
 rename docs/extras/integrations/{ => providers}/dataforseo.mdx (100%)
 rename docs/extras/integrations/{ => providers}/deepinfra.mdx (100%)
 rename docs/extras/integrations/{ => providers}/deeplake.mdx (100%)
 rename docs/extras/integrations/{ => providers}/diffbot.mdx (100%)
 rename docs/extras/integrations/{ => providers}/discord.mdx (100%)
 rename docs/extras/integrations/{ => providers}/docugami.mdx (100%)
 rename docs/extras/integrations/{ => providers}/duckdb.mdx (100%)
 rename docs/extras/integrations/{ => providers}/elasticsearch.mdx (100%)
 rename docs/extras/integrations/{ => providers}/evernote.mdx (100%)
 rename docs/extras/integrations/{ => providers}/facebook_chat.mdx (100%)
 rename docs/extras/integrations/{ => providers}/figma.mdx (100%)
 rename docs/extras/integrations/{ => providers}/flyte.mdx (100%)
 rename docs/extras/integrations/{ => providers}/forefrontai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/git.mdx (100%)
 rename docs/extras/integrations/{ => providers}/gitbook.mdx (100%)
 rename docs/extras/integrations/{ => providers}/golden.mdx (100%)
 rename docs/extras/integrations/{ => providers}/google_bigquery.mdx (100%)
 rename docs/extras/integrations/{ => providers}/google_cloud_storage.mdx (100%)
 rename docs/extras/integrations/{ => providers}/google_drive.mdx (100%)
 rename docs/extras/integrations/{ => providers}/google_search.mdx (100%)
 rename docs/extras/integrations/{ => providers}/google_serper.mdx (100%)
 rename docs/extras/integrations/{ => providers}/gooseai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/gpt4all.mdx (100%)
 rename docs/extras/integrations/{ => providers}/graphsignal.mdx (100%)
 rename docs/extras/integrations/{ => providers}/grobid.mdx (100%)
 rename docs/extras/integrations/{ => providers}/gutenberg.mdx (100%)
 rename docs/extras/integrations/{ => providers}/hacker_news.mdx (100%)
 rename docs/extras/integrations/{ => providers}/hazy_research.mdx (100%)
 rename docs/extras/integrations/{ => providers}/helicone.mdx (100%)
 rename docs/extras/integrations/{ => providers}/hologres.mdx (100%)
 rename docs/extras/integrations/{ => providers}/huggingface.mdx (100%)
 rename docs/extras/integrations/{ => providers}/ifixit.mdx (100%)
 rename docs/extras/integrations/{ => providers}/imsdb.mdx (100%)
 create mode 100644 docs/extras/integrations/providers/index.mdx
 rename docs/extras/integrations/{ => providers}/infino.mdx (100%)
 rename docs/extras/integrations/{ => providers}/jina.mdx (100%)
 rename docs/extras/integrations/{ => providers}/lancedb.mdx (100%)
 rename docs/extras/integrations/{ => providers}/langchain_decorators.mdx (100%)
 rename docs/extras/integrations/{ => providers}/llamacpp.mdx (100%)
 rename docs/extras/integrations/{ => providers}/marqo.md (100%)
 rename docs/extras/integrations/{ => providers}/mediawikidump.mdx (100%)
 rename docs/extras/integrations/{ => providers}/metal.mdx (100%)
 rename docs/extras/integrations/{ => providers}/microsoft_onedrive.mdx (100%)
 rename docs/extras/integrations/{ => providers}/microsoft_powerpoint.mdx (100%)
 rename docs/extras/integrations/{ => providers}/microsoft_word.mdx (100%)
 rename docs/extras/integrations/{ => providers}/milvus.mdx (100%)
 rename docs/extras/integrations/{ => providers}/mlflow_ai_gateway.mdx (100%)
 rename docs/extras/integrations/{ => providers}/mlflow_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/modal.mdx (100%)
 rename docs/extras/integrations/{ => providers}/modelscope.mdx (100%)
 rename docs/extras/integrations/{ => providers}/modern_treasury.mdx (100%)
 rename docs/extras/integrations/{ => providers}/momento.mdx (100%)
 rename docs/extras/integrations/{ => providers}/motherduck.mdx (100%)
 rename docs/extras/integrations/{ => providers}/myscale.mdx (100%)
 rename docs/extras/integrations/{ => providers}/nlpcloud.mdx (100%)
 rename docs/extras/integrations/{ => providers}/notion.mdx (100%)
 rename docs/extras/integrations/{ => providers}/obsidian.mdx (100%)
 rename docs/extras/integrations/{ => providers}/openai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/openllm.mdx (100%)
 rename docs/extras/integrations/{ => providers}/opensearch.mdx (100%)
 rename docs/extras/integrations/{ => providers}/openweathermap.mdx (100%)
 rename docs/extras/integrations/{ => providers}/petals.mdx (100%)
 rename docs/extras/integrations/{ => providers}/pgvector.mdx (100%)
 rename docs/extras/integrations/{ => providers}/pinecone.mdx (100%)
 rename docs/extras/integrations/{ => providers}/pipelineai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/portkey/index.md (100%)
 rename docs/extras/integrations/{ => providers}/portkey/logging_tracing_portkey.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/predibase.md (100%)
 rename docs/extras/integrations/{ => providers}/predictionguard.mdx (100%)
 rename docs/extras/integrations/{ => providers}/promptlayer.mdx (100%)
 rename docs/extras/integrations/{ => providers}/psychic.mdx (100%)
 rename docs/extras/integrations/{ => providers}/qdrant.mdx (100%)
 rename docs/extras/integrations/{ => providers}/ray_serve.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/rebuff.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/reddit.mdx (100%)
 rename docs/extras/integrations/{ => providers}/redis.mdx (100%)
 rename docs/extras/integrations/{ => providers}/replicate.mdx (100%)
 rename docs/extras/integrations/{ => providers}/roam.mdx (100%)
 rename docs/extras/integrations/{ => providers}/rockset.mdx (100%)
 rename docs/extras/integrations/{ => providers}/runhouse.mdx (100%)
 rename docs/extras/integrations/{ => providers}/rwkv.mdx (100%)
 rename docs/extras/integrations/{ => providers}/sagemaker_endpoint.mdx (100%)
 rename docs/extras/integrations/{ => providers}/searx.mdx (100%)
 rename docs/extras/integrations/{ => providers}/serpapi.mdx (100%)
 rename docs/extras/integrations/{ => providers}/shaleprotocol.md (100%)
 rename docs/extras/integrations/{ => providers}/singlestoredb.mdx (100%)
 rename docs/extras/integrations/{ => providers}/sklearn.mdx (100%)
 rename docs/extras/integrations/{ => providers}/slack.mdx (100%)
 rename docs/extras/integrations/{ => providers}/spacy.mdx (100%)
 rename docs/extras/integrations/{ => providers}/spreedly.mdx (100%)
 rename docs/extras/integrations/{ => providers}/starrocks.mdx (100%)
 rename docs/extras/integrations/{ => providers}/stochasticai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/stripe.mdx (100%)
 rename docs/extras/integrations/{ => providers}/tair.mdx (100%)
 rename docs/extras/integrations/{ => providers}/telegram.mdx (100%)
 rename docs/extras/integrations/{ => providers}/tigris.mdx (100%)
 rename docs/extras/integrations/{ => providers}/tomarkdown.mdx (100%)
 rename docs/extras/integrations/{ => providers}/trello.mdx (100%)
 rename docs/extras/integrations/{ => providers}/trulens.mdx (100%)
 rename docs/extras/integrations/{ => providers}/twitter.mdx (100%)
 rename docs/extras/integrations/{ => providers}/typesense.mdx (100%)
 rename docs/extras/integrations/{ => providers}/unstructured.mdx (100%)
 rename docs/extras/integrations/{ => providers}/vectara/index.mdx (100%)
 rename docs/extras/integrations/{ => providers}/vectara/vectara_chat.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/vectara/vectara_text_generation.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/vespa.mdx (100%)
 rename docs/extras/integrations/{ => providers}/wandb_tracking.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/weather.mdx (100%)
 rename docs/extras/integrations/{ => providers}/weaviate.mdx (100%)
 rename docs/extras/integrations/{ => providers}/whatsapp.mdx (100%)
 rename docs/extras/integrations/{ => providers}/whylabs_profiling.ipynb (100%)
 rename docs/extras/integrations/{ => providers}/wikipedia.mdx (100%)
 rename docs/extras/integrations/{ => providers}/wolfram_alpha.mdx (100%)
 rename docs/extras/integrations/{ => providers}/writer.mdx (100%)
 rename docs/extras/integrations/{ => providers}/yeagerai.mdx (100%)
 rename docs/extras/integrations/{ => providers}/youtube.mdx (100%)
 rename docs/extras/integrations/{ => providers}/zep.mdx (100%)
 rename docs/extras/integrations/{ => providers}/zilliz.mdx (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/amazon_kendra_retriever.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/arxiv.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/azure_cognitive_search.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/bm25.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/chaindesk.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/chatgpt-plugin.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/cohere-reranker.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/docarray_retriever.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/elastic_search_bm25.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/google_cloud_enterprise_search.ipynb (100%)
 create mode 100644 docs/extras/integrations/retrievers/index.mdx
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/knn.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/merger_retriever.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/metal.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/pinecone_hybrid_search.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/pubmed.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/svm.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/tf_idf.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/vespa.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/weaviate-hybrid.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/wikipedia.ipynb (100%)
 rename docs/extras/{modules/data_connection/retrievers/integrations => integrations/retrievers}/zep_memorystore.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/aleph_alpha.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/azureopenai.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/bedrock.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/clarifai.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/cohere.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/dashscope.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/deepinfra.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/elasticsearch.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/embaas.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/fake.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/google_vertex_ai_palm.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/gpt4all.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/huggingfacehub.ipynb (100%)
 create mode 100644 docs/extras/integrations/text_embedding/index.mdx
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/instruct_embeddings.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/jina.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/llamacpp.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/minimax.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/modelscope_hub.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/mosaicml.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/nlp_cloud.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/openai.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/sagemaker-endpoint.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/self-hosted.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/sentence_transformers.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/spacy_embedding.ipynb (100%)
 rename docs/extras/{modules/data_connection/text_embedding/integrations => integrations/text_embedding}/tensorflowhub.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/amadeus.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/azure_cognitive_services.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/csv.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/document_comparison_toolkit.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/github.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/gmail.ipynb (100%)
 create mode 100644 docs/extras/integrations/toolkits/index.mdx
 rename docs/extras/{modules/agents => integrations}/toolkits/jira.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/json.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/multion.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/office365.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/openapi.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/openapi_nla.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/pandas.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/playwright.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/powerbi.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/python.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/spark.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/spark_sql.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/sql_database.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/vectorstore.ipynb (100%)
 rename docs/extras/{modules/agents => integrations}/toolkits/xorbits.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/_gradio_tools_files/output_7_0.png (100%)
 create mode 100644 docs/extras/integrations/tools/apify.ipynb
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/arxiv.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/awslambda.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/bash.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/bing_search.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/brave_search.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/chatgpt_plugins.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/dataforseo.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/ddg.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/filesystem.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/golden_query.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/google_places.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/google_search.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/google_serper.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/gradio_tools.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/graphql.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/huggingface_tools.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/human_tools.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/ifttt.ipynb (100%)
 create mode 100644 docs/extras/integrations/tools/index.mdx
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/lemonai.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/metaphor_search.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/openweathermap.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/pubmed.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/python.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/requests.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/sceneXplain.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/search_tools.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/searx_search.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/serpapi.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/twilio.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/wikipedia.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/wolfram_alpha.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/youtube.ipynb (100%)
 rename docs/extras/{modules/agents/tools/integrations => integrations/tools}/zapier.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/alibabacloud_opensearch.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/analyticdb.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/annoy.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/atlas.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/awadb.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/azuresearch.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/cassandra.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/chroma.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/clarifai.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/clickhouse.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/deeplake.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/docarray_hnsw.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/docarray_in_memory.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/elasticsearch.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/faiss.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/faiss_index/index.faiss (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/hologres.ipynb (100%)
 create mode 100644 docs/extras/integrations/vectorstores/index.mdx
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/lancedb.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/marqo.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/matchingengine.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/milvus.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/mongodb_atlas.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/myscale.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/opensearch.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/pgembedding.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/pgvector.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/pinecone.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/qdrant.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/redis.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/rockset.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/singlestoredb.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/sklearn.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/starrocks.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/supabase.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/tair.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/tigris.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/typesense.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/vectara.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/weaviate.ipynb (100%)
 rename docs/extras/{modules/data_connection/vectorstores/integrations => integrations/vectorstores}/zilliz.ipynb (100%)
 rename docs/extras/modules/agents/tools/{how_to => }/custom_tools.ipynb (100%)
 rename docs/extras/modules/agents/tools/{how_to => }/human_approval.ipynb (100%)
 rename docs/extras/modules/agents/tools/{how_to => }/multi_input_tool.ipynb (100%)
 rename docs/extras/modules/agents/tools/{how_to => }/tool_input_validation.ipynb (100%)
 rename docs/extras/modules/agents/tools/{how_to => }/tools_as_openai_functions.ipynb (100%)
 rename docs/extras/modules/callbacks/{how_to => }/async_callbacks.ipynb (100%)
 rename docs/extras/modules/callbacks/{how_to => }/custom_callbacks.ipynb (100%)
 rename docs/extras/modules/callbacks/{how_to => }/custom_chain.mdx (100%)
 rename docs/extras/modules/callbacks/{how_to => }/filecallbackhandler.ipynb (100%)
 rename docs/extras/modules/callbacks/{how_to => }/multiple_callbacks.ipynb (100%)
 rename docs/extras/modules/callbacks/{how_to => }/tags.mdx (100%)
 rename docs/extras/modules/callbacks/{how_to => }/token_counting.ipynb (100%)
 delete mode 100644 docs/extras/modules/data_connection/document_transformers/integrations/_category_.yml
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/MultiQueryRetriever.ipynb (100%)
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/self_query/chroma_self_query.ipynb (100%)
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/self_query/myscale_self_query.ipynb (100%)
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/self_query/pinecone.ipynb (100%)
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/self_query/qdrant_self_query.ipynb (100%)
 rename docs/extras/modules/data_connection/retrievers/{how_to => }/self_query/weaviate_self_query.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/adding_memory.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/adding_memory_chain_multiple_inputs.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/agent_with_memory.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/agent_with_memory_in_db.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/conversational_customization.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/custom_memory.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/kg.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/multiple_memory.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/summary_buffer.ipynb (100%)
 rename docs/extras/modules/memory/{how_to => }/token_buffer.ipynb (100%)
 rename docs/extras/modules/model_io/models/chat/{how_to => }/human_input_chat_model.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/async_llm.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/custom_llm.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/fake_llm.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/human_input_llm.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/llm.json (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/llm.yaml (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/llm_serialization.ipynb (100%)
 rename docs/extras/modules/model_io/models/llms/{how_to => }/token_usage_tracking.ipynb (100%)

diff --git a/docs/docs_skeleton/docs/get_started/introduction.mdx b/docs/docs_skeleton/docs/get_started/introduction.mdx
index 7373f1b9a0..5a037eafd1 100644
--- a/docs/docs_skeleton/docs/get_started/introduction.mdx
+++ b/docs/docs_skeleton/docs/get_started/introduction.mdx
@@ -51,7 +51,7 @@ Walkthroughs and best-practices for common end-to-end use cases, like:
 Learn best practices for developing with LangChain.
 
 ### [Ecosystem](/docs/ecosystem/)
-LangChain is part of a rich ecosystem of tools that integrate with our framework and build on top of it. Check out our growing list of [integrations](/docs/ecosystem/integrations/) and [dependent repos](/docs/ecosystem/dependents.html).
+LangChain is part of a rich ecosystem of tools that integrate with our framework and build on top of it. Check out our growing list of [integrations](/docs/integrations/) and [dependent repos](/docs/ecosystem/dependents).
 
 ### [Additional resources](/docs/additional_resources/)
 Our community is full of prolific developers, creative builders, and fantastic teachers. Check out [YouTube tutorials](/docs/additional_resources/youtube.html) for great tutorials from folks in the community, and [Gallery](https://github.com/kyrolabs/awesome-langchain) for a list of awesome LangChain projects, compiled by the folks at [KyroLabs](https://kyrolabs.com).
diff --git a/docs/docs_skeleton/docs/modules/agents/index.mdx b/docs/docs_skeleton/docs/modules/agents/index.mdx
index 8f62d4a6c7..0bdf461bc9 100644
--- a/docs/docs_skeleton/docs/modules/agents/index.mdx
+++ b/docs/docs_skeleton/docs/modules/agents/index.mdx
@@ -19,7 +19,7 @@ This prompt can include things like:
 2. Background context for the agent (useful for giving it more context on the types of tasks it's being asked to do)
 3. Prompting strategies to invoke better reasoning (the most famous/widely used being [ReAct](https://arxiv.org/abs/2210.03629))
 
-LangChain provides a few different agent types to get started.
+LangChain provides a few different types of agents to get started.
 Even then, you will likely want to customize those agents with parts (1) and (2).
 For a full list of agent types see [agent types](/docs/modules/agents/agent_types/)
 
diff --git a/docs/docs_skeleton/docs/modules/agents/toolkits/index.mdx b/docs/docs_skeleton/docs/modules/agents/toolkits/index.mdx
index bd918537ea..a09facee72 100644
--- a/docs/docs_skeleton/docs/modules/agents/toolkits/index.mdx
+++ b/docs/docs_skeleton/docs/modules/agents/toolkits/index.mdx
@@ -3,8 +3,8 @@ sidebar_position: 3
 ---
 # Toolkits
 
-Toolkits are collections of tools that are designed to be used together for specific tasks and have convenience loading methods.
-
-import DocCardList from "@theme/DocCardList";
+:::info
+Head to [Integrations](/docs/integrations/toolkits/) for documentation on built-in toolkit integrations.
+:::
 
-<DocCardList />
+Toolkits are collections of tools that are designed to be used together for specific tasks and have convenience loading methods.
diff --git a/docs/docs_skeleton/docs/modules/agents/tools/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/agents/tools/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/agents/tools/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/agents/tools/index.mdx b/docs/docs_skeleton/docs/modules/agents/tools/index.mdx
index 6912addce8..8d339d65b2 100644
--- a/docs/docs_skeleton/docs/modules/agents/tools/index.mdx
+++ b/docs/docs_skeleton/docs/modules/agents/tools/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 2
 ---
 # Tools
 
+:::info
+Head to [Integrations](/docs/integrations/tools/) for documentation on built-in tool integrations.
+:::
+
 Tools are interfaces that an agent can use to interact with the world.
 
 ## Get started
diff --git a/docs/docs_skeleton/docs/modules/agents/tools/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/agents/tools/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/agents/tools/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/callbacks/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/callbacks/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/callbacks/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/callbacks/index.mdx b/docs/docs_skeleton/docs/modules/callbacks/index.mdx
index 9680e89468..34cfc7a687 100644
--- a/docs/docs_skeleton/docs/modules/callbacks/index.mdx
+++ b/docs/docs_skeleton/docs/modules/callbacks/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 5
 ---
 # Callbacks
 
+:::info
+Head to [Integrations](/docs/integrations/callbacks/) for documentation on built-in callbacks integrations with 3rd-party tools.
+:::
+
 LangChain provides a callbacks system that allows you to hook into the various stages of your LLM application. This is useful for logging, monitoring, streaming, and other tasks.
 
 import GetStarted from "@snippets/modules/callbacks/get_started.mdx"
diff --git a/docs/docs_skeleton/docs/modules/callbacks/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/callbacks/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/callbacks/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/csv.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/csv.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/csv.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/csv.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/file_directory.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/file_directory.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/file_directory.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/file_directory.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/html.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/html.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/html.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/html.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/index.mdx
index 2786de0e59..735f294d8d 100644
--- a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/index.mdx
+++ b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 0
 ---
 # Document loaders
 
+:::info
+Head to [Integrations](/docs/integrations/document_loaders/) for documentation on built-in document loader integrations with 3rd-party tools.
+:::
+
 Use document loaders to load data from a source as `Document`'s. A `Document` is a piece of text
 and associated metadata. For example, there are document loaders for loading a simple `.txt` file, for loading the text
 contents of any web page, or even for loading a transcript of a YouTube video.
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/json.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/json.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/json.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/json.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/markdown.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/markdown.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/markdown.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/markdown.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/pdf.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_loaders/pdf.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/document_loaders/how_to/pdf.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/document_loaders/pdf.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/document_transformers/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/document_transformers/index.mdx
index 0ad5ad7b50..96953483cd 100644
--- a/docs/docs_skeleton/docs/modules/data_connection/document_transformers/index.mdx
+++ b/docs/docs_skeleton/docs/modules/data_connection/document_transformers/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 1
 ---
 # Document transformers
 
+:::info
+Head to [Integrations](/docs/integrations/document_transformers/) for documentation on built-in document transformer integrations with 3rd-party tools.
+:::
+
 Once you've loaded documents, you'll often want to transform them to better suit your application. The simplest example
 is you may want to split a long document into smaller chunks that can fit into your model's context window. LangChain
 has a number of built-in document transformers that make it easy to split, combine, filter, and otherwise manipulate documents.
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/contextual_compression/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/retrievers/contextual_compression/index.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/contextual_compression/index.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/retrievers/contextual_compression/index.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/retrievers/index.mdx
index e8df477930..8ba4cedc3a 100644
--- a/docs/docs_skeleton/docs/modules/data_connection/retrievers/index.mdx
+++ b/docs/docs_skeleton/docs/modules/data_connection/retrievers/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 4
 ---
 # Retrievers
 
+:::info
+Head to [Integrations](/docs/integrations/retrievers/) for documentation on built-in retriever integrations with 3rd-party tools.
+:::
+
 A retriever is an interface that returns documents given an unstructured query. It is more general than a vector store.
 A retriever does not need to be able to store documents, only to return (or retrieve) it. Vector stores can be used
 as the backbone of a retriever, but there are other types of retrievers as well.
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/self_query/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/retrievers/self_query/index.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/self_query/index.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/retrievers/self_query/index.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/time_weighted_vectorstore.mdx b/docs/docs_skeleton/docs/modules/data_connection/retrievers/time_weighted_vectorstore.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/time_weighted_vectorstore.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/retrievers/time_weighted_vectorstore.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/vectorstore.mdx b/docs/docs_skeleton/docs/modules/data_connection/retrievers/vectorstore.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/data_connection/retrievers/how_to/vectorstore.mdx
rename to docs/docs_skeleton/docs/modules/data_connection/retrievers/vectorstore.mdx
diff --git a/docs/docs_skeleton/docs/modules/data_connection/text_embedding/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/text_embedding/index.mdx
index 428f75176c..5c710f4322 100644
--- a/docs/docs_skeleton/docs/modules/data_connection/text_embedding/index.mdx
+++ b/docs/docs_skeleton/docs/modules/data_connection/text_embedding/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 2
 ---
 # Text embedding models
 
+:::info
+Head to [Integrations](/docs/integrations/text_embedding/) for documentation on built-in integrations with text embedding model providers.
+:::
+
 The Embeddings class is a class designed for interfacing with text embedding models. There are lots of embedding model providers (OpenAI, Cohere, Hugging Face, etc) - this class is designed to provide a standard interface for all of them.
 
 Embeddings create a vector representation of a piece of text. This is useful because it means we can think about text in the vector space, and do things like semantic search where we look for pieces of text that are most similar in the vector space.
diff --git a/docs/docs_skeleton/docs/modules/data_connection/text_embedding/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/data_connection/text_embedding/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/data_connection/text_embedding/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/data_connection/vectorstores/index.mdx b/docs/docs_skeleton/docs/modules/data_connection/vectorstores/index.mdx
index 9190f0b197..390b642d17 100644
--- a/docs/docs_skeleton/docs/modules/data_connection/vectorstores/index.mdx
+++ b/docs/docs_skeleton/docs/modules/data_connection/vectorstores/index.mdx
@@ -3,6 +3,10 @@ sidebar_position: 3
 ---
 # Vector stores
 
+:::info
+Head to [Integrations](/docs/integrations/vectorstores/) for documentation on built-in integrations with 3rd-party vector stores.
+:::
+
 One of the most common ways to store and search over unstructured data is to embed it and store the resulting embedding
 vectors, and then at query time to embed the unstructured query and retrieve the embedding vectors that are
 'most similar' to the embedded query. A vector store takes care of storing embedded data and performing vector search
diff --git a/docs/docs_skeleton/docs/modules/data_connection/vectorstores/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/data_connection/vectorstores/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/data_connection/vectorstores/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/buffer.mdx b/docs/docs_skeleton/docs/modules/memory/buffer.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/memory/how_to/buffer.mdx
rename to docs/docs_skeleton/docs/modules/memory/buffer.mdx
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/buffer_window.mdx b/docs/docs_skeleton/docs/modules/memory/buffer_window.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/memory/how_to/buffer_window.mdx
rename to docs/docs_skeleton/docs/modules/memory/buffer_window.mdx
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/entity_summary_memory.mdx b/docs/docs_skeleton/docs/modules/memory/entity_summary_memory.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/memory/how_to/entity_summary_memory.mdx
rename to docs/docs_skeleton/docs/modules/memory/entity_summary_memory.mdx
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/memory/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/memory/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/memory/index.mdx b/docs/docs_skeleton/docs/modules/memory/index.mdx
index 9e3121c19e..aa365e4fe0 100644
--- a/docs/docs_skeleton/docs/modules/memory/index.mdx
+++ b/docs/docs_skeleton/docs/modules/memory/index.mdx
@@ -6,6 +6,10 @@ sidebar_position: 3
 
 🚧 _Docs under construction_ 🚧
 
+:::info
+Head to [Integrations](/docs/integrations/memory/) for documentation on built-in memory integrations with 3rd-party tools.
+:::
+
 By default, Chains and Agents are stateless,
 meaning that they treat each incoming query independently (like the underlying LLMs and chat models themselves).
 In some applications, like chatbots, it is essential
diff --git a/docs/docs_skeleton/docs/modules/memory/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/memory/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/memory/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/summary.mdx b/docs/docs_skeleton/docs/modules/memory/summary.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/memory/how_to/summary.mdx
rename to docs/docs_skeleton/docs/modules/memory/summary.mdx
diff --git a/docs/docs_skeleton/docs/modules/memory/how_to/vectorstore_retriever_memory.mdx b/docs/docs_skeleton/docs/modules/memory/vectorstore_retriever_memory.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/memory/how_to/vectorstore_retriever_memory.mdx
rename to docs/docs_skeleton/docs/modules/memory/vectorstore_retriever_memory.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/chat_model_caching.mdx b/docs/docs_skeleton/docs/modules/model_io/models/chat/chat_model_caching.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/chat_model_caching.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/chat/chat_model_caching.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/index.mdx b/docs/docs_skeleton/docs/modules/model_io/models/chat/index.mdx
index 3b734698ac..742b06a532 100644
--- a/docs/docs_skeleton/docs/modules/model_io/models/chat/index.mdx
+++ b/docs/docs_skeleton/docs/modules/model_io/models/chat/index.mdx
@@ -3,18 +3,16 @@ sidebar_position: 1
 ---
 # Chat models
 
+:::info
+Head to [Integrations](/docs/integrations/chat/) for documentation on built-in integrations with chat model providers.
+:::
+
 Chat models are a variation on language models.
 While chat models use language models under the hood, the interface they expose is a bit different.
 Rather than expose a "text in, text out" API, they expose an interface where "chat messages" are the inputs and outputs.
 
 Chat model APIs are fairly new, so we are still figuring out the correct abstractions.
 
-The following sections of documentation are provided:
-
-- **How-to guides**: Walkthroughs of core functionality, like streaming, creating chat prompts, etc.
-
-- **Integrations**: How to use different chat model providers (OpenAI, Anthropic, etc).
-
 ## Get started
 
 import GetStarted from "@snippets/modules/model_io/models/chat/get_started.mdx"
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/model_io/models/chat/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/model_io/models/chat/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/llm_chain.mdx b/docs/docs_skeleton/docs/modules/model_io/models/chat/llm_chain.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/llm_chain.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/chat/llm_chain.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/prompts.mdx b/docs/docs_skeleton/docs/modules/model_io/models/chat/prompts.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/prompts.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/chat/prompts.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/streaming.mdx b/docs/docs_skeleton/docs/modules/model_io/models/chat/streaming.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/chat/how_to/streaming.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/chat/streaming.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/_category_.yml b/docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/_category_.yml
deleted file mode 100644
index 70214b83f3..0000000000
--- a/docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/_category_.yml
+++ /dev/null
@@ -1,2 +0,0 @@
-label: 'How-to'
-position: 0
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/llms/index.mdx b/docs/docs_skeleton/docs/modules/model_io/models/llms/index.mdx
index 293c147fa2..f79ab9b063 100644
--- a/docs/docs_skeleton/docs/modules/model_io/models/llms/index.mdx
+++ b/docs/docs_skeleton/docs/modules/model_io/models/llms/index.mdx
@@ -3,15 +3,13 @@ sidebar_position: 0
 ---
 # LLMs
 
+:::info
+Head to [Integrations](/docs/integrations/llms/) for documentation on built-in integrations with LLM providers.
+:::
+
 Large Language Models (LLMs) are a core component of LangChain.
 LangChain does not serve it's own LLMs, but rather provides a standard interface for interacting with many different LLMs.
 
-For more detailed documentation check out our:
-
-- **How-to guides**: Walkthroughs of core functionality, like streaming, async, etc.
-
-- **Integrations**: How to use different LLM providers (OpenAI, Anthropic, etc.)
-
 ## Get started
 
 There are lots of LLM providers (OpenAI, Cohere, Hugging Face, etc) - the `LLM` class is designed to provide a standard interface for all of them.
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/llms/integrations/_category_.yml b/docs/docs_skeleton/docs/modules/model_io/models/llms/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/docs_skeleton/docs/modules/model_io/models/llms/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/llm_caching.mdx b/docs/docs_skeleton/docs/modules/model_io/models/llms/llm_caching.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/llm_caching.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/llms/llm_caching.mdx
diff --git a/docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/streaming_llm.mdx b/docs/docs_skeleton/docs/modules/model_io/models/llms/streaming_llm.mdx
similarity index 100%
rename from docs/docs_skeleton/docs/modules/model_io/models/llms/how_to/streaming_llm.mdx
rename to docs/docs_skeleton/docs/modules/model_io/models/llms/streaming_llm.mdx
diff --git a/docs/docs_skeleton/vercel.json b/docs/docs_skeleton/vercel.json
index 068de7934d..772595af58 100644
--- a/docs/docs_skeleton/vercel.json
+++ b/docs/docs_skeleton/vercel.json
@@ -6,551 +6,1079 @@
     },
     {
       "source": "/en/latest/integrations/agent_with_wandb_tracing.html",
-      "destination": "/docs/integrations/agent_with_wandb_tracing"
+      "destination": "/docs/integrations/providers/agent_with_wandb_tracing"
+    },
+    {
+      "source": "/docs/integrations/agent_with_wandb_tracing",
+      "destination": "/docs/integrations/providers/agent_with_wandb_tracing"
     },
     {
       "source": "/en/latest/integrations/ai21.html",
-      "destination": "/docs/integrations/ai21"
+      "destination": "/docs/integrations/providers/ai21"
+    },
+    {
+      "source": "/docs/integrations/ai21",
+      "destination": "/docs/integrations/providers/ai21"
     },
     {
       "source": "/en/latest/integrations/aim_tracking.html",
-      "destination": "/docs/integrations/aim_tracking"
+      "destination": "/docs/integrations/providers/aim_tracking"
+    },
+    {
+      "source": "/docs/integrations/aim_tracking",
+      "destination": "/docs/integrations/providers/aim_tracking"
     },
     {
       "source": "/en/latest/integrations/airbyte.html",
-      "destination": "/docs/integrations/airbyte"
+      "destination": "/docs/integrations/providers/airbyte"
+    },
+    {
+      "source": "/docs/integrations/airbyte",
+      "destination": "/docs/integrations/providers/airbyte"
     },
     {
       "source": "/en/latest/integrations/aleph_alpha.html",
-      "destination": "/docs/integrations/aleph_alpha"
+      "destination": "/docs/integrations/providers/aleph_alpha"
+    },
+    {
+      "source": "/docs/integrations/aleph_alpha",
+      "destination": "/docs/integrations/providers/aleph_alpha"
     },
     {
       "source": "/en/latest/integrations/analyticdb.html",
-      "destination": "/docs/integrations/analyticdb"
+      "destination": "/docs/integrations/providers/analyticdb"
+    },
+    {
+      "source": "/docs/integrations/analyticdb",
+      "destination": "/docs/integrations/providers/analyticdb"
     },
     {
       "source": "/en/latest/integrations/annoy.html",
-      "destination": "/docs/integrations/annoy"
+      "destination": "/docs/integrations/providers/annoy"
+    },
+    {
+      "source": "/docs/integrations/annoy",
+      "destination": "/docs/integrations/providers/annoy"
     },
     {
       "source": "/en/latest/integrations/anyscale.html",
-      "destination": "/docs/integrations/anyscale"
+      "destination": "/docs/integrations/providers/anyscale"
+    },
+    {
+      "source": "/docs/integrations/anyscale",
+      "destination": "/docs/integrations/providers/anyscale"
     },
     {
       "source": "/en/latest/integrations/apify.html",
-      "destination": "/docs/integrations/apify"
+      "destination": "/docs/integrations/providers/apify"
+    },
+    {
+      "source": "/docs/integrations/apify",
+      "destination": "/docs/integrations/providers/apify"
     },
     {
       "source": "/en/latest/integrations/argilla.html",
-      "destination": "/docs/integrations/argilla"
+      "destination": "/docs/integrations/providers/argilla"
+    },
+    {
+      "source": "/docs/integrations/argilla",
+      "destination": "/docs/integrations/providers/argilla"
     },
     {
       "source": "/en/latest/integrations/arxiv.html",
-      "destination": "/docs/integrations/arxiv"
+      "destination": "/docs/integrations/providers/arxiv"
+    },
+    {
+      "source": "/docs/integrations/arxiv",
+      "destination": "/docs/integrations/providers/arxiv"
     },
     {
       "source": "/en/latest/integrations/atlas.html",
-      "destination": "/docs/integrations/atlas"
+      "destination": "/docs/integrations/providers/atlas"
+    },
+    {
+      "source": "/docs/integrations/atlas",
+      "destination": "/docs/integrations/providers/atlas"
     },
     {
       "source": "/en/latest/integrations/awadb.html",
-      "destination": "/docs/integrations/awadb"
+      "destination": "/docs/integrations/providers/awadb"
+    },
+    {
+      "source": "/docs/integrations/awadb",
+      "destination": "/docs/integrations/providers/awadb"
     },
     {
       "source": "/en/latest/integrations/aws_s3.html",
-      "destination": "/docs/integrations/aws_s3"
+      "destination": "/docs/integrations/providers/aws_s3"
+    },
+    {
+      "source": "/docs/integrations/aws_s3",
+      "destination": "/docs/integrations/providers/aws_s3"
     },
     {
       "source": "/en/latest/integrations/azlyrics.html",
-      "destination": "/docs/integrations/azlyrics"
+      "destination": "/docs/integrations/providers/azlyrics"
+    },
+    {
+      "source": "/docs/integrations/azlyrics",
+      "destination": "/docs/integrations/providers/azlyrics"
     },
     {
       "source": "/en/latest/integrations/azure_blob_storage.html",
-      "destination": "/docs/integrations/azure_blob_storage"
+      "destination": "/docs/integrations/providers/azure_blob_storage"
+    },
+    {
+      "source": "/docs/integrations/azure_blob_storage",
+      "destination": "/docs/integrations/providers/azure_blob_storage"
     },
     {
       "source": "/en/latest/integrations/azure_cognitive_search_.html",
-      "destination": "/docs/integrations/azure_cognitive_search_"
+      "destination": "/docs/integrations/providers/azure_cognitive_search_"
+    },
+    {
+      "source": "/docs/integrations/azure_cognitive_search_",
+      "destination": "/docs/integrations/providers/azure_cognitive_search_"
     },
     {
       "source": "/en/latest/integrations/azure_openai.html",
-      "destination": "/docs/integrations/azure_openai"
+      "destination": "/docs/integrations/providers/azure_openai"
+    },
+    {
+      "source": "/docs/integrations/azure_openai",
+      "destination": "/docs/integrations/providers/azure_openai"
     },
     {
       "source": "/en/latest/integrations/bananadev.html",
-      "destination": "/docs/integrations/bananadev"
+      "destination": "/docs/integrations/providers/bananadev"
+    },
+    {
+      "source": "/docs/integrations/bananadev",
+      "destination": "/docs/integrations/providers/bananadev"
     },
     {
       "source": "/en/latest/ecosystem/baseten.html",
-      "destination": "/docs/integrations/baseten"
+      "destination": "/docs/integrations/providers/baseten"
+    },
+    {
+      "source": "/docs/integrations/baseten",
+      "destination": "/docs/integrations/providers/baseten"
     },
     {
       "source": "/en/latest/integrations/beam.html",
-      "destination": "/docs/integrations/beam"
+      "destination": "/docs/integrations/providers/beam"
+    },
+    {
+      "source": "/docs/integrations/beam",
+      "destination": "/docs/integrations/providers/beam"
     },
     {
       "source": "/en/latest/integrations/amazon_bedrock.html",
-      "destination": "/docs/integrations/bedrock"
+      "destination": "/docs/integrations/providers/bedrock"
+    },
+    {
+      "source": "/docs/integrations/bedrock",
+      "destination": "/docs/integrations/providers/bedrock"
     },
     {
       "source": "/en/latest/integrations/bilibili.html",
-      "destination": "/docs/integrations/bilibili"
+      "destination": "/docs/integrations/providers/bilibili"
+    },
+    {
+      "source": "/docs/integrations/bilibili",
+      "destination": "/docs/integrations/providers/bilibili"
     },
     {
       "source": "/en/latest/integrations/blackboard.html",
-      "destination": "/docs/integrations/blackboard"
+      "destination": "/docs/integrations/providers/blackboard"
+    },
+    {
+      "source": "/docs/integrations/blackboard",
+      "destination": "/docs/integrations/providers/blackboard"
     },
     {
       "source": "/en/latest/integrations/cassandra.html",
-      "destination": "/docs/integrations/cassandra"
+      "destination": "/docs/integrations/providers/cassandra"
+    },
+    {
+      "source": "/docs/integrations/cassandra",
+      "destination": "/docs/integrations/providers/cassandra"
     },
     {
       "source": "/en/latest/integrations/cerebriumai.html",
-      "destination": "/docs/integrations/cerebriumai"
+      "destination": "/docs/integrations/providers/cerebriumai"
+    },
+    {
+      "source": "/docs/integrations/cerebriumai",
+      "destination": "/docs/integrations/providers/cerebriumai"
     },
     {
       "source": "/en/latest/integrations/chroma.html",
-      "destination": "/docs/integrations/chroma"
+      "destination": "/docs/integrations/providers/chroma"
+    },
+    {
+      "source": "/docs/integrations/chroma",
+      "destination": "/docs/integrations/providers/chroma"
     },
     {
       "source": "/en/latest/integrations/clearml_tracking.html",
-      "destination": "/docs/integrations/clearml_tracking"
+      "destination": "/docs/integrations/providers/clearml_tracking"
+    },
+    {
+      "source": "/docs/integrations/clearml_tracking",
+      "destination": "/docs/integrations/providers/clearml_tracking"
     },
     {
       "source": "/en/latest/integrations/cohere.html",
-      "destination": "/docs/integrations/cohere"
+      "destination": "/docs/integrations/providers/cohere"
+    },
+    {
+      "source": "/docs/integrations/cohere",
+      "destination": "/docs/integrations/providers/cohere"
     },
     {
       "source": "/en/latest/integrations/college_confidential.html",
-      "destination": "/docs/integrations/college_confidential"
+      "destination": "/docs/integrations/providers/college_confidential"
+    },
+    {
+      "source": "/docs/integrations/college_confidential",
+      "destination": "/docs/integrations/providers/college_confidential"
     },
     {
       "source": "/en/latest/integrations/comet_tracking.html",
-      "destination": "/docs/integrations/comet_tracking"
+      "destination": "/docs/integrations/providers/comet_tracking"
+    },
+    {
+      "source": "/docs/integrations/comet_tracking",
+      "destination": "/docs/integrations/providers/comet_tracking"
     },
     {
       "source": "/en/latest/integrations/confluence.html",
-      "destination": "/docs/integrations/confluence"
+      "destination": "/docs/integrations/providers/confluence"
+    },
+    {
+      "source": "/docs/integrations/confluence",
+      "destination": "/docs/integrations/providers/confluence"
     },
     {
       "source": "/en/latest/integrations/ctransformers.html",
-      "destination": "/docs/integrations/ctransformers"
+      "destination": "/docs/integrations/providers/ctransformers"
+    },
+    {
+      "source": "/docs/integrations/ctransformers",
+      "destination": "/docs/integrations/providers/ctransformers"
     },
     {
       "source": "/en/latest/integrations/databerry.html",
-      "destination": "/docs/integrations/chaindesk"
+      "destination": "/docs/integrations/providers/chaindesk"
+    },
+    {
+      "source": "/docs/integrations/chaindesk",
+      "destination": "/docs/integrations/providers/chaindesk"
     },
     {
       "source": "/docs/integrations/databerry",
-      "destination": "/docs/integrations/chaindesk"
+      "destination": "/docs/integrations/providers/chaindesk"
+    },
+    {
+      "source": "/docs/integrations/chaindesk",
+      "destination": "/docs/integrations/providers/chaindesk"
     },
     {
       "source": "/en/latest/integrations/databricks/databricks.html",
-      "destination": "/docs/integrations/databricks"
+      "destination": "/docs/integrations/providers/databricks"
+    },
+    {
+      "source": "/docs/integrations/databricks",
+      "destination": "/docs/integrations/providers/databricks"
     },
     {
       "source": "/en/latest/integrations/databricks.html",
-      "destination": "/docs/integrations/databricks"
+      "destination": "/docs/integrations/providers/databricks"
+    },
+    {
+      "source": "/docs/integrations/databricks",
+      "destination": "/docs/integrations/providers/databricks"
     },
     {
       "source": "/en/latest/integrations/deepinfra.html",
-      "destination": "/docs/integrations/deepinfra"
+      "destination": "/docs/integrations/providers/deepinfra"
+    },
+    {
+      "source": "/docs/integrations/deepinfra",
+      "destination": "/docs/integrations/providers/deepinfra"
     },
     {
       "source": "/en/latest/integrations/deeplake.html",
-      "destination": "/docs/integrations/deeplake"
+      "destination": "/docs/integrations/providers/deeplake"
+    },
+    {
+      "source": "/docs/integrations/deeplake",
+      "destination": "/docs/integrations/providers/deeplake"
     },
     {
       "source": "/en/latest/integrations/diffbot.html",
-      "destination": "/docs/integrations/diffbot"
+      "destination": "/docs/integrations/providers/diffbot"
+    },
+    {
+      "source": "/docs/integrations/diffbot",
+      "destination": "/docs/integrations/providers/diffbot"
     },
     {
       "source": "/en/latest/integrations/discord.html",
-      "destination": "/docs/integrations/discord"
+      "destination": "/docs/integrations/providers/discord"
+    },
+    {
+      "source": "/docs/integrations/discord",
+      "destination": "/docs/integrations/providers/discord"
     },
     {
       "source": "/en/latest/integrations/docugami.html",
-      "destination": "/docs/integrations/docugami"
+      "destination": "/docs/integrations/providers/docugami"
+    },
+    {
+      "source": "/docs/integrations/docugami",
+      "destination": "/docs/integrations/providers/docugami"
     },
     {
       "source": "/en/latest/integrations/duckdb.html",
-      "destination": "/docs/integrations/duckdb"
+      "destination": "/docs/integrations/providers/duckdb"
+    },
+    {
+      "source": "/docs/integrations/duckdb",
+      "destination": "/docs/integrations/providers/duckdb"
     },
     {
       "source": "/en/latest/integrations/elasticsearch.html",
-      "destination": "/docs/integrations/elasticsearch"
+      "destination": "/docs/integrations/providers/elasticsearch"
+    },
+    {
+      "source": "/docs/integrations/elasticsearch",
+      "destination": "/docs/integrations/providers/elasticsearch"
     },
     {
       "source": "/en/latest/integrations/evernote.html",
-      "destination": "/docs/integrations/evernote"
+      "destination": "/docs/integrations/providers/evernote"
+    },
+    {
+      "source": "/docs/integrations/evernote",
+      "destination": "/docs/integrations/providers/evernote"
     },
     {
       "source": "/en/latest/integrations/facebook_chat.html",
-      "destination": "/docs/integrations/facebook_chat"
+      "destination": "/docs/integrations/providers/facebook_chat"
+    },
+    {
+      "source": "/docs/integrations/facebook_chat",
+      "destination": "/docs/integrations/providers/facebook_chat"
     },
     {
       "source": "/en/latest/integrations/figma.html",
-      "destination": "/docs/integrations/figma"
+      "destination": "/docs/integrations/providers/figma"
+    },
+    {
+      "source": "/docs/integrations/figma",
+      "destination": "/docs/integrations/providers/figma"
     },
     {
       "source": "/en/latest/integrations/forefrontai.html",
-      "destination": "/docs/integrations/forefrontai"
+      "destination": "/docs/integrations/providers/forefrontai"
+    },
+    {
+      "source": "/docs/integrations/forefrontai",
+      "destination": "/docs/integrations/providers/forefrontai"
     },
     {
       "source": "/en/latest/integrations/git.html",
-      "destination": "/docs/integrations/git"
+      "destination": "/docs/integrations/providers/git"
+    },
+    {
+      "source": "/docs/integrations/git",
+      "destination": "/docs/integrations/providers/git"
     },
     {
       "source": "/en/latest/integrations/gitbook.html",
-      "destination": "/docs/integrations/gitbook"
+      "destination": "/docs/integrations/providers/gitbook"
+    },
+    {
+      "source": "/docs/integrations/gitbook",
+      "destination": "/docs/integrations/providers/gitbook"
     },
     {
       "source": "/en/latest/integrations/google_bigquery.html",
-      "destination": "/docs/integrations/google_bigquery"
+      "destination": "/docs/integrations/providers/google_bigquery"
+    },
+    {
+      "source": "/docs/integrations/google_bigquery",
+      "destination": "/docs/integrations/providers/google_bigquery"
     },
     {
       "source": "/en/latest/integrations/google_cloud_storage.html",
-      "destination": "/docs/integrations/google_cloud_storage"
+      "destination": "/docs/integrations/providers/google_cloud_storage"
+    },
+    {
+      "source": "/docs/integrations/google_cloud_storage",
+      "destination": "/docs/integrations/providers/google_cloud_storage"
     },
     {
       "source": "/en/latest/integrations/google_drive.html",
-      "destination": "/docs/integrations/google_drive"
+      "destination": "/docs/integrations/providers/google_drive"
+    },
+    {
+      "source": "/docs/integrations/google_drive",
+      "destination": "/docs/integrations/providers/google_drive"
     },
     {
       "source": "/en/latest/integrations/google_search.html",
-      "destination": "/docs/integrations/google_search"
+      "destination": "/docs/integrations/providers/google_search"
+    },
+    {
+      "source": "/docs/integrations/google_search",
+      "destination": "/docs/integrations/providers/google_search"
     },
     {
       "source": "/en/latest/integrations/google_serper.html",
-      "destination": "/docs/integrations/google_serper"
+      "destination": "/docs/integrations/providers/google_serper"
+    },
+    {
+      "source": "/docs/integrations/google_serper",
+      "destination": "/docs/integrations/providers/google_serper"
     },
     {
       "source": "/en/latest/integrations/gooseai.html",
-      "destination": "/docs/integrations/gooseai"
+      "destination": "/docs/integrations/providers/gooseai"
+    },
+    {
+      "source": "/docs/integrations/gooseai",
+      "destination": "/docs/integrations/providers/gooseai"
     },
     {
       "source": "/en/latest/integrations/gpt4all.html",
-      "destination": "/docs/integrations/gpt4all"
+      "destination": "/docs/integrations/providers/gpt4all"
+    },
+    {
+      "source": "/docs/integrations/gpt4all",
+      "destination": "/docs/integrations/providers/gpt4all"
     },
     {
       "source": "/en/latest/integrations/graphsignal.html",
-      "destination": "/docs/integrations/graphsignal"
+      "destination": "/docs/integrations/providers/graphsignal"
+    },
+    {
+      "source": "/docs/integrations/graphsignal",
+      "destination": "/docs/integrations/providers/graphsignal"
     },
     {
       "source": "/en/latest/integrations/gutenberg.html",
-      "destination": "/docs/integrations/gutenberg"
+      "destination": "/docs/integrations/providers/gutenberg"
+    },
+    {
+      "source": "/docs/integrations/gutenberg",
+      "destination": "/docs/integrations/providers/gutenberg"
     },
     {
       "source": "/en/latest/integrations/hacker_news.html",
-      "destination": "/docs/integrations/hacker_news"
+      "destination": "/docs/integrations/providers/hacker_news"
+    },
+    {
+      "source": "/docs/integrations/hacker_news",
+      "destination": "/docs/integrations/providers/hacker_news"
     },
     {
       "source": "/en/latest/integrations/hazy_research.html",
-      "destination": "/docs/integrations/hazy_research"
+      "destination": "/docs/integrations/providers/hazy_research"
+    },
+    {
+      "source": "/docs/integrations/hazy_research",
+      "destination": "/docs/integrations/providers/hazy_research"
     },
     {
       "source": "/en/latest/integrations/helicone.html",
-      "destination": "/docs/integrations/helicone"
+      "destination": "/docs/integrations/providers/helicone"
+    },
+    {
+      "source": "/docs/integrations/helicone",
+      "destination": "/docs/integrations/providers/helicone"
     },
     {
       "source": "/en/latest/integrations/huggingface.html",
-      "destination": "/docs/integrations/huggingface"
+      "destination": "/docs/integrations/providers/huggingface"
+    },
+    {
+      "source": "/docs/integrations/huggingface",
+      "destination": "/docs/integrations/providers/huggingface"
     },
     {
       "source": "/en/latest/integrations/ifixit.html",
-      "destination": "/docs/integrations/ifixit"
+      "destination": "/docs/integrations/providers/ifixit"
+    },
+    {
+      "source": "/docs/integrations/ifixit",
+      "destination": "/docs/integrations/providers/ifixit"
     },
     {
       "source": "/en/latest/integrations/imsdb.html",
-      "destination": "/docs/integrations/imsdb"
+      "destination": "/docs/integrations/providers/imsdb"
+    },
+    {
+      "source": "/docs/integrations/imsdb",
+      "destination": "/docs/integrations/providers/imsdb"
     },
     {
       "source": "/en/latest/integrations/jina.html",
-      "destination": "/docs/integrations/jina"
+      "destination": "/docs/integrations/providers/jina"
+    },
+    {
+      "source": "/docs/integrations/jina",
+      "destination": "/docs/integrations/providers/jina"
     },
     {
       "source": "/en/latest/integrations/lancedb.html",
-      "destination": "/docs/integrations/lancedb"
+      "destination": "/docs/integrations/providers/lancedb"
+    },
+    {
+      "source": "/docs/integrations/lancedb",
+      "destination": "/docs/integrations/providers/lancedb"
     },
     {
       "source": "/en/latest/integrations/langchain_decorators.html",
-      "destination": "/docs/integrations/langchain_decorators"
+      "destination": "/docs/integrations/providers/langchain_decorators"
+    },
+    {
+      "source": "/docs/integrations/langchain_decorators",
+      "destination": "/docs/integrations/providers/langchain_decorators"
     },
     {
       "source": "/en/latest/integrations/llamacpp.html",
-      "destination": "/docs/integrations/llamacpp"
+      "destination": "/docs/integrations/providers/llamacpp"
+    },
+    {
+      "source": "/docs/integrations/llamacpp",
+      "destination": "/docs/integrations/providers/llamacpp"
     },
     {
       "source": "/en/latest/integrations/mediawikidump.html",
-      "destination": "/docs/integrations/mediawikidump"
+      "destination": "/docs/integrations/providers/mediawikidump"
+    },
+    {
+      "source": "/docs/integrations/mediawikidump",
+      "destination": "/docs/integrations/providers/mediawikidump"
     },
     {
       "source": "/en/latest/integrations/metal.html",
-      "destination": "/docs/integrations/metal"
+      "destination": "/docs/integrations/providers/metal"
+    },
+    {
+      "source": "/docs/integrations/metal",
+      "destination": "/docs/integrations/providers/metal"
     },
     {
       "source": "/en/latest/integrations/microsoft_onedrive.html",
-      "destination": "/docs/integrations/microsoft_onedrive"
+      "destination": "/docs/integrations/providers/microsoft_onedrive"
+    },
+    {
+      "source": "/docs/integrations/microsoft_onedrive",
+      "destination": "/docs/integrations/providers/microsoft_onedrive"
     },
     {
       "source": "/en/latest/integrations/microsoft_powerpoint.html",
-      "destination": "/docs/integrations/microsoft_powerpoint"
+      "destination": "/docs/integrations/providers/microsoft_powerpoint"
+    },
+    {
+      "source": "/docs/integrations/microsoft_powerpoint",
+      "destination": "/docs/integrations/providers/microsoft_powerpoint"
     },
     {
       "source": "/en/latest/integrations/microsoft_word.html",
-      "destination": "/docs/integrations/microsoft_word"
+      "destination": "/docs/integrations/providers/microsoft_word"
+    },
+    {
+      "source": "/docs/integrations/microsoft_word",
+      "destination": "/docs/integrations/providers/microsoft_word"
     },
     {
       "source": "/en/latest/integrations/milvus.html",
-      "destination": "/docs/integrations/milvus"
+      "destination": "/docs/integrations/providers/milvus"
+    },
+    {
+      "source": "/docs/integrations/milvus",
+      "destination": "/docs/integrations/providers/milvus"
     },
     {
       "source": "/en/latest/integrations/mlflow_tracking.html",
-      "destination": "/docs/integrations/mlflow_tracking"
+      "destination": "/docs/integrations/providers/mlflow_tracking"
+    },
+    {
+      "source": "/docs/integrations/mlflow_tracking",
+      "destination": "/docs/integrations/providers/mlflow_tracking"
     },
     {
       "source": "/en/latest/integrations/modal.html",
-      "destination": "/docs/integrations/modal"
+      "destination": "/docs/integrations/providers/modal"
+    },
+    {
+      "source": "/docs/integrations/modal",
+      "destination": "/docs/integrations/providers/modal"
     },
     {
       "source": "/en/latest/ecosystem/modelscope.html",
-      "destination": "/docs/integrations/modelscope"
+      "destination": "/docs/integrations/providers/modelscope"
+    },
+    {
+      "source": "/docs/integrations/modelscope",
+      "destination": "/docs/integrations/providers/modelscope"
     },
     {
       "source": "/en/latest/integrations/modern_treasury.html",
-      "destination": "/docs/integrations/modern_treasury"
+      "destination": "/docs/integrations/providers/modern_treasury"
+    },
+    {
+      "source": "/docs/integrations/modern_treasury",
+      "destination": "/docs/integrations/providers/modern_treasury"
     },
     {
       "source": "/en/latest/integrations/momento.html",
-      "destination": "/docs/integrations/momento"
+      "destination": "/docs/integrations/providers/momento"
+    },
+    {
+      "source": "/docs/integrations/momento",
+      "destination": "/docs/integrations/providers/momento"
     },
     {
       "source": "/en/latest/integrations/myscale.html",
-      "destination": "/docs/integrations/myscale"
+      "destination": "/docs/integrations/providers/myscale"
+    },
+    {
+      "source": "/docs/integrations/myscale",
+      "destination": "/docs/integrations/providers/myscale"
     },
     {
       "source": "/en/latest/integrations/nlpcloud.html",
-      "destination": "/docs/integrations/nlpcloud"
+      "destination": "/docs/integrations/providers/nlpcloud"
+    },
+    {
+      "source": "/docs/integrations/nlpcloud",
+      "destination": "/docs/integrations/providers/nlpcloud"
     },
     {
       "source": "/en/latest/integrations/notion.html",
-      "destination": "/docs/integrations/notion"
+      "destination": "/docs/integrations/providers/notion"
+    },
+    {
+      "source": "/docs/integrations/notion",
+      "destination": "/docs/integrations/providers/notion"
     },
     {
       "source": "/en/latest/integrations/obsidian.html",
-      "destination": "/docs/integrations/obsidian"
+      "destination": "/docs/integrations/providers/obsidian"
+    },
+    {
+      "source": "/docs/integrations/obsidian",
+      "destination": "/docs/integrations/providers/obsidian"
     },
     {
       "source": "/en/latest/integrations/openai.html",
-      "destination": "/docs/integrations/openai"
+      "destination": "/docs/integrations/providers/openai"
+    },
+    {
+      "source": "/docs/integrations/openai",
+      "destination": "/docs/integrations/providers/openai"
     },
     {
       "source": "/en/latest/integrations/opensearch.html",
-      "destination": "/docs/integrations/opensearch"
+      "destination": "/docs/integrations/providers/opensearch"
+    },
+    {
+      "source": "/docs/integrations/opensearch",
+      "destination": "/docs/integrations/providers/opensearch"
     },
     {
       "source": "/en/latest/integrations/openweathermap.html",
-      "destination": "/docs/integrations/openweathermap"
+      "destination": "/docs/integrations/providers/openweathermap"
+    },
+    {
+      "source": "/docs/integrations/openweathermap",
+      "destination": "/docs/integrations/providers/openweathermap"
     },
     {
       "source": "/en/latest/integrations/petals.html",
-      "destination": "/docs/integrations/petals"
+      "destination": "/docs/integrations/providers/petals"
+    },
+    {
+      "source": "/docs/integrations/petals",
+      "destination": "/docs/integrations/providers/petals"
     },
     {
       "source": "/en/latest/integrations/pgvector.html",
-      "destination": "/docs/integrations/pgvector"
+      "destination": "/docs/integrations/providers/pgvector"
+    },
+    {
+      "source": "/docs/integrations/pgvector",
+      "destination": "/docs/integrations/providers/pgvector"
     },
     {
       "source": "/en/latest/integrations/pinecone.html",
-      "destination": "/docs/integrations/pinecone"
+      "destination": "/docs/integrations/providers/pinecone"
+    },
+    {
+      "source": "/docs/integrations/pinecone",
+      "destination": "/docs/integrations/providers/pinecone"
     },
     {
       "source": "/en/latest/integrations/pipelineai.html",
-      "destination": "/docs/integrations/pipelineai"
+      "destination": "/docs/integrations/providers/pipelineai"
+    },
+    {
+      "source": "/docs/integrations/pipelineai",
+      "destination": "/docs/integrations/providers/pipelineai"
     },
     {
       "source": "/en/latest/integrations/predictionguard.html",
-      "destination": "/docs/integrations/predictionguard"
+      "destination": "/docs/integrations/providers/predictionguard"
+    },
+    {
+      "source": "/docs/integrations/predictionguard",
+      "destination": "/docs/integrations/providers/predictionguard"
     },
     {
       "source": "/en/latest/integrations/promptlayer.html",
-      "destination": "/docs/integrations/promptlayer"
+      "destination": "/docs/integrations/providers/promptlayer"
+    },
+    {
+      "source": "/docs/integrations/promptlayer",
+      "destination": "/docs/integrations/providers/promptlayer"
     },
     {
       "source": "/en/latest/integrations/psychic.html",
-      "destination": "/docs/integrations/psychic"
+      "destination": "/docs/integrations/providers/psychic"
+    },
+    {
+      "source": "/docs/integrations/psychic",
+      "destination": "/docs/integrations/providers/psychic"
     },
     {
       "source": "/en/latest/integrations/qdrant.html",
-      "destination": "/docs/integrations/qdrant"
+      "destination": "/docs/integrations/providers/qdrant"
+    },
+    {
+      "source": "/docs/integrations/qdrant",
+      "destination": "/docs/integrations/providers/qdrant"
     },
     {
       "source": "/en/latest/integrations/ray_serve.html",
-      "destination": "/docs/integrations/ray_serve"
+      "destination": "/docs/integrations/providers/ray_serve"
+    },
+    {
+      "source": "/docs/integrations/ray_serve",
+      "destination": "/docs/integrations/providers/ray_serve"
     },
     {
       "source": "/en/latest/integrations/rebuff.html",
-      "destination": "/docs/integrations/rebuff"
+      "destination": "/docs/integrations/providers/rebuff"
+    },
+    {
+      "source": "/docs/integrations/rebuff",
+      "destination": "/docs/integrations/providers/rebuff"
     },
     {
       "source": "/en/latest/integrations/reddit.html",
-      "destination": "/docs/integrations/reddit"
+      "destination": "/docs/integrations/providers/reddit"
+    },
+    {
+      "source": "/docs/integrations/reddit",
+      "destination": "/docs/integrations/providers/reddit"
     },
     {
       "source": "/en/latest/integrations/redis.html",
-      "destination": "/docs/integrations/redis"
+      "destination": "/docs/integrations/providers/redis"
+    },
+    {
+      "source": "/docs/integrations/redis",
+      "destination": "/docs/integrations/providers/redis"
     },
     {
       "source": "/en/latest/integrations/replicate.html",
-      "destination": "/docs/integrations/replicate"
+      "destination": "/docs/integrations/providers/replicate"
+    },
+    {
+      "source": "/docs/integrations/replicate",
+      "destination": "/docs/integrations/providers/replicate"
     },
     {
       "source": "/en/latest/integrations/roam.html",
-      "destination": "/docs/integrations/roam"
+      "destination": "/docs/integrations/providers/roam"
+    },
+    {
+      "source": "/docs/integrations/roam",
+      "destination": "/docs/integrations/providers/roam"
     },
     {
       "source": "/en/latest/integrations/runhouse.html",
-      "destination": "/docs/integrations/runhouse"
+      "destination": "/docs/integrations/providers/runhouse"
+    },
+    {
+      "source": "/docs/integrations/runhouse",
+      "destination": "/docs/integrations/providers/runhouse"
     },
     {
       "source": "/en/latest/integrations/rwkv.html",
-      "destination": "/docs/integrations/rwkv"
+      "destination": "/docs/integrations/providers/rwkv"
+    },
+    {
+      "source": "/docs/integrations/rwkv",
+      "destination": "/docs/integrations/providers/rwkv"
     },
     {
       "source": "/en/latest/integrations/sagemaker_endpoint.html",
-      "destination": "/docs/integrations/sagemaker_endpoint"
+      "destination": "/docs/integrations/providers/sagemaker_endpoint"
+    },
+    {
+      "source": "/docs/integrations/sagemaker_endpoint",
+      "destination": "/docs/integrations/providers/sagemaker_endpoint"
     },
     {
       "source": "/en/latest/integrations/searx.html",
-      "destination": "/docs/integrations/searx"
+      "destination": "/docs/integrations/providers/searx"
+    },
+    {
+      "source": "/docs/integrations/searx",
+      "destination": "/docs/integrations/providers/searx"
     },
     {
       "source": "/en/latest/integrations/serpapi.html",
-      "destination": "/docs/integrations/serpapi"
+      "destination": "/docs/integrations/providers/serpapi"
+    },
+    {
+      "source": "/docs/integrations/serpapi",
+      "destination": "/docs/integrations/providers/serpapi"
     },
     {
       "source": "/en/latest/integrations/shaleprotocol.html",
-      "destination": "/docs/integrations/shaleprotocol"
+      "destination": "/docs/integrations/providers/shaleprotocol"
+    },
+    {
+      "source": "/docs/integrations/shaleprotocol",
+      "destination": "/docs/integrations/providers/shaleprotocol"
     },
     {
       "source": "/en/latest/integrations/sklearn.html",
-      "destination": "/docs/integrations/sklearn"
+      "destination": "/docs/integrations/providers/sklearn"
+    },
+    {
+      "source": "/docs/integrations/sklearn",
+      "destination": "/docs/integrations/providers/sklearn"
     },
     {
       "source": "/en/latest/integrations/slack.html",
-      "destination": "/docs/integrations/slack"
+      "destination": "/docs/integrations/providers/slack"
+    },
+    {
+      "source": "/docs/integrations/slack",
+      "destination": "/docs/integrations/providers/slack"
     },
     {
       "source": "/en/latest/integrations/spacy.html",
-      "destination": "/docs/integrations/spacy"
+      "destination": "/docs/integrations/providers/spacy"
+    },
+    {
+      "source": "/docs/integrations/spacy",
+      "destination": "/docs/integrations/providers/spacy"
     },
     {
       "source": "/en/latest/integrations/spreedly.html",
-      "destination": "/docs/integrations/spreedly"
+      "destination": "/docs/integrations/providers/spreedly"
+    },
+    {
+      "source": "/docs/integrations/spreedly",
+      "destination": "/docs/integrations/providers/spreedly"
     },
     {
       "source": "/en/latest/integrations/stochasticai.html",
-      "destination": "/docs/integrations/stochasticai"
+      "destination": "/docs/integrations/providers/stochasticai"
+    },
+    {
+      "source": "/docs/integrations/stochasticai",
+      "destination": "/docs/integrations/providers/stochasticai"
     },
     {
       "source": "/en/latest/integrations/stripe.html",
-      "destination": "/docs/integrations/stripe"
+      "destination": "/docs/integrations/providers/stripe"
+    },
+    {
+      "source": "/docs/integrations/stripe",
+      "destination": "/docs/integrations/providers/stripe"
     },
     {
       "source": "/en/latest/integrations/tair.html",
-      "destination": "/docs/integrations/tair"
+      "destination": "/docs/integrations/providers/tair"
+    },
+    {
+      "source": "/docs/integrations/tair",
+      "destination": "/docs/integrations/providers/tair"
     },
     {
       "source": "/en/latest/integrations/telegram.html",
-      "destination": "/docs/integrations/telegram"
+      "destination": "/docs/integrations/providers/telegram"
+    },
+    {
+      "source": "/docs/integrations/telegram",
+      "destination": "/docs/integrations/providers/telegram"
     },
     {
       "source": "/en/latest/integrations/tomarkdown.html",
-      "destination": "/docs/integrations/tomarkdown"
+      "destination": "/docs/integrations/providers/tomarkdown"
+    },
+    {
+      "source": "/docs/integrations/tomarkdown",
+      "destination": "/docs/integrations/providers/tomarkdown"
     },
     {
       "source": "/en/latest/integrations/trello.html",
-      "destination": "/docs/integrations/trello"
+      "destination": "/docs/integrations/providers/trello"
+    },
+    {
+      "source": "/docs/integrations/trello",
+      "destination": "/docs/integrations/providers/trello"
     },
     {
       "source": "/en/latest/integrations/twitter.html",
-      "destination": "/docs/integrations/twitter"
+      "destination": "/docs/integrations/providers/twitter"
+    },
+    {
+      "source": "/docs/integrations/twitter",
+      "destination": "/docs/integrations/providers/twitter"
     },
     {
       "source": "/en/latest/integrations/unstructured.html",
-      "destination": "/docs/integrations/unstructured"
+      "destination": "/docs/integrations/providers/unstructured"
+    },
+    {
+      "source": "/docs/integrations/unstructured",
+      "destination": "/docs/integrations/providers/unstructured"
     },
     {
       "source": "/en/latest/integrations/vectara/vectara_chat.html",
-      "destination": "/docs/integrations/vectara/vectara_chat"
+      "destination": "/docs/integrations/providers/vectara_chat"
+    },
+    {
+      "source": "/docs/integrations/vectara/vectara_chat",
+      "destination": "/docs/integrations/providers/vectara_chat"
     },
     {
       "source": "/en/latest/integrations/vectara/vectara_text_generation.html",
-      "destination": "/docs/integrations/vectara/vectara_text_generation"
+      "destination": "/docs/integrations/providers/vectara_text_generation"
+    },
+    {
+      "source": "/docs/integrations/vectara/vectara_text_generation",
+      "destination": "/docs/integrations/providers/vectara_text_generation"
     },
     {
       "source": "/en/latest/integrations/vespa.html",
-      "destination": "/docs/integrations/vespa"
+      "destination": "/docs/integrations/providers/vespa"
+    },
+    {
+      "source": "/docs/integrations/vespa",
+      "destination": "/docs/integrations/providers/vespa"
     },
     {
       "source": "/en/latest/integrations/wandb_tracking.html",
-      "destination": "/docs/integrations/wandb_tracking"
+      "destination": "/docs/integrations/providers/wandb_tracking"
+    },
+    {
+      "source": "/docs/integrations/wandb_tracking",
+      "destination": "/docs/integrations/providers/wandb_tracking"
     },
     {
       "source": "/en/latest/integrations/weather.html",
-      "destination": "/docs/integrations/weather"
+      "destination": "/docs/integrations/providers/weather"
+    },
+    {
+      "source": "/docs/integrations/weather",
+      "destination": "/docs/integrations/providers/weather"
     },
     {
       "source": "/en/latest/integrations/weaviate.html",
-      "destination": "/docs/integrations/weaviate"
+      "destination": "/docs/integrations/providers/weaviate"
+    },
+    {
+      "source": "/docs/integrations/weaviate",
+      "destination": "/docs/integrations/providers/weaviate"
     },
     {
       "source": "/en/latest/integrations/whatsapp.html",
-      "destination": "/docs/integrations/whatsapp"
+      "destination": "/docs/integrations/providers/whatsapp"
+    },
+    {
+      "source": "/docs/integrations/whatsapp",
+      "destination": "/docs/integrations/providers/whatsapp"
     },
     {
       "source": "/en/latest/integrations/whylabs_profiling.html",
-      "destination": "/docs/integrations/whylabs_profiling"
+      "destination": "/docs/integrations/providers/whylabs_profiling"
+    },
+    {
+      "source": "/docs/integrations/whylabs_profiling",
+      "destination": "/docs/integrations/providers/whylabs_profiling"
     },
     {
       "source": "/en/latest/integrations/wikipedia.html",
-      "destination": "/docs/integrations/wikipedia"
+      "destination": "/docs/integrations/providers/wikipedia"
+    },
+    {
+      "source": "/docs/integrations/wikipedia",
+      "destination": "/docs/integrations/providers/wikipedia"
     },
     {
       "source": "/en/latest/integrations/wolfram_alpha.html",
-      "destination": "/docs/integrations/wolfram_alpha"
+      "destination": "/docs/integrations/providers/wolfram_alpha"
+    },
+    {
+      "source": "/docs/integrations/wolfram_alpha",
+      "destination": "/docs/integrations/providers/wolfram_alpha"
     },
     {
       "source": "/en/latest/integrations/writer.html",
-      "destination": "/docs/integrations/writer"
+      "destination": "/docs/integrations/providers/writer"
+    },
+    {
+      "source": "/docs/integrations/writer",
+      "destination": "/docs/integrations/providers/writer"
     },
     {
       "source": "/en/latest/integrations/yeagerai.html",
-      "destination": "/docs/integrations/yeagerai"
+      "destination": "/docs/integrations/providers/yeagerai"
+    },
+    {
+      "source": "/docs/integrations/yeagerai",
+      "destination": "/docs/integrations/providers/yeagerai"
     },
     {
       "source": "/en/latest/integrations/youtube.html",
-      "destination": "/docs/integrations/youtube"
+      "destination": "/docs/integrations/providers/youtube"
+    },
+    {
+      "source": "/docs/integrations/youtube",
+      "destination": "/docs/integrations/providers/youtube"
     },
     {
       "source": "/en/latest/integrations/zep.html",
-      "destination": "/docs/integrations/zep"
+      "destination": "/docs/integrations/providers/zep"
     },
     {
-      "source": "/en/latest/integrations/zilliz.html",
-      "destination": "/docs/integrations/zilliz"
+      "source": "/docs/integrations/zep",
+      "destination": "/docs/integrations/providers/zep"
     },
     {
-      "source": "/docs/ecosystem/integrations/:path*",
-      "destination": "/docs/integrations/:path*"
+      "source": "/en/latest/integrations/zilliz.html",
+      "destination": "/docs/integrations/providers/zilliz"
     },
     {
-      "source": "/docs/ecosystem/integrations/",
-      "destination": "/docs/integrations/"
+      "source": "/docs/integrations/zilliz",
+      "destination": "/docs/integrations/providers/zilliz"
     },
     {
-      "source": "/docs/ecosystem/integrations",
-      "destination": "/docs/integrations"
+      "source": "/docs/ecosystem/integrations/:path*",
+      "destination": "/docs/integrations/providers/:path*"
     },
     {
       "source": "/en/latest/ecosystem/deployments.html",
@@ -678,63 +1206,135 @@
     },
     {
       "source": "/en/latest/modules/agents/toolkits/examples/azure_cognitive_services.html",
-      "destination": "/docs/modules/agents/toolkits/azure_cognitive_services"
+      "destination": "/docs/integrations/toolkits/azure_cognitive_services"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/azure_cognitive_services",
+      "destination": "/docs/integrations/toolkits/azure_cognitive_services"
     },
     {
       "source": "/en/latest/modules/agents/toolkits/examples/csv.html",
-      "destination": "/docs/modules/agents/toolkits/csv"
+      "destination": "/docs/integrations/toolkits/csv"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/csv",
+      "destination": "/docs/integrations/toolkits/csv"
     },
     {
       "source": "/en/latest/modules/agents/toolkits/examples/gmail.html",
-      "destination": "/docs/modules/agents/toolkits/gmail"
+      "destination": "/docs/integrations/toolkits/gmail"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/gmail",
+      "destination": "/docs/integrations/toolkits/gmail"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/jira.html",
+      "destination": "/docs/integrations/toolkits/jira"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/jira",
+      "destination": "/docs/integrations/toolkits/jira"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/json.html",
+      "destination": "/docs/integrations/toolkits/json"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/json",
+      "destination": "/docs/integrations/toolkits/json"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/openapi.html",
+      "destination": "/docs/integrations/toolkits/openapi"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/openapi",
+      "destination": "/docs/integrations/toolkits/openapi"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/openapi_nla.html",
+      "destination": "/docs/integrations/toolkits/openapi_nla"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/openapi_nla",
+      "destination": "/docs/integrations/toolkits/openapi_nla"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/pandas.html",
+      "destination": "/docs/integrations/toolkits/pandas"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/pandas",
+      "destination": "/docs/integrations/toolkits/pandas"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/playwright.html",
+      "destination": "/docs/integrations/toolkits/playwright"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/playwright",
+      "destination": "/docs/integrations/toolkits/playwright"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/powerbi.html",
+      "destination": "/docs/integrations/toolkits/powerbi"
+    },
+    {
+      "source": "/docs/modules/agents/toolkits/powerbi",
+      "destination": "/docs/integrations/toolkits/powerbi"
+    },
+    {
+      "source": "/en/latest/modules/agents/toolkits/examples/python.html",
+      "destination": "/docs/integrations/toolkits/python"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/jira.html",
-      "destination": "/docs/modules/agents/toolkits/jira"
+      "source": "/docs/modules/agents/toolkits/python",
+      "destination": "/docs/integrations/toolkits/python"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/json.html",
-      "destination": "/docs/modules/agents/toolkits/json"
+      "source": "/en/latest/modules/agents/toolkits/examples/spark.html",
+      "destination": "/docs/integrations/toolkits/spark"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/openapi.html",
-      "destination": "/docs/modules/agents/toolkits/openapi"
+      "source": "/docs/modules/agents/toolkits/spark",
+      "destination": "/docs/integrations/toolkits/spark"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/openapi_nla.html",
-      "destination": "/docs/modules/agents/toolkits/openapi_nla"
+      "source": "/en/latest/modules/agents/toolkits/examples/spark_sql.html",
+      "destination": "/docs/integrations/toolkits/spark_sql"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/pandas.html",
-      "destination": "/docs/modules/agents/toolkits/pandas"
+      "source": "/docs/modules/agents/toolkits/spark_sql",
+      "destination": "/docs/integrations/toolkits/spark_sql"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/playwright.html",
-      "destination": "/docs/modules/agents/toolkits/playwright"
+      "source": "/en/latest/modules/agents/toolkits/examples/sql_database.html",
+      "destination": "/docs/integrations/toolkits/sql_database"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/powerbi.html",
-      "destination": "/docs/modules/agents/toolkits/powerbi"
+      "source": "/docs/modules/agents/toolkits/sql_database",
+      "destination": "/docs/integrations/toolkits/sql_database"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/python.html",
-      "destination": "/docs/modules/agents/toolkits/python"
+      "source": "/en/latest/modules/agents/toolkits/examples/vectorstore.html",
+      "destination": "/docs/integrations/toolkits/vectorstore"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/spark.html",
-      "destination": "/docs/modules/agents/toolkits/spark"
+      "source": "/docs/modules/agents/toolkits/vectorstore",
+      "destination": "/docs/integrations/toolkits/vectorstore"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/spark_sql.html",
-      "destination": "/docs/modules/agents/toolkits/spark_sql"
+      "source": "/docs/modules/agents/toolkits/amadeus",
+      "destination": "/docs/integrations/toolkits/amadeus"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/sql_database.html",
-      "destination": "/docs/modules/agents/toolkits/sql_database"
+      "source": "/docs/modules/agents/toolkits/github",
+      "destination": "/docs/integrations/toolkits/github"
     },
     {
-      "source": "/en/latest/modules/agents/toolkits/examples/vectorstore.html",
-      "destination": "/docs/modules/agents/toolkits/vectorstore"
+      "source": "/docs/modules/agents/toolkits/multion",
+      "destination": "/docs/integrations/toolkits/multion"
     },
     {
       "source": "/en/latest/modules/agents/tools/custom_tools.html",
@@ -758,119 +1358,235 @@
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/apify.html",
-      "destination": "/docs/modules/agents/tools/integrations/apify"
+      "destination": "/docs/integrations/tools/apify"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/apify",
+      "destination": "/docs/integrations/tools/apify"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/arxiv.html",
-      "destination": "/docs/modules/agents/tools/integrations/arxiv"
+      "destination": "/docs/integrations/tools/arxiv"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/arxiv",
+      "destination": "/docs/integrations/tools/arxiv"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/awslambda.html",
-      "destination": "/docs/modules/agents/tools/integrations/awslambda"
+      "destination": "/docs/integrations/tools/awslambda"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/awslambda",
+      "destination": "/docs/integrations/tools/awslambda"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/bing_search.html",
-      "destination": "/docs/modules/agents/tools/integrations/bing_search"
+      "destination": "/docs/integrations/tools/bing_search"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/bing_search",
+      "destination": "/docs/integrations/tools/bing_search"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/brave_search.html",
-      "destination": "/docs/modules/agents/tools/integrations/brave_search"
+      "destination": "/docs/integrations/tools/brave_search"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/brave_search",
+      "destination": "/docs/integrations/tools/brave_search"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/chatgpt_plugins.html",
-      "destination": "/docs/modules/agents/tools/integrations/chatgpt_plugins"
+      "destination": "/docs/integrations/tools/chatgpt_plugins"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/chatgpt_plugins",
+      "destination": "/docs/integrations/tools/chatgpt_plugins"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/ddg.html",
-      "destination": "/docs/modules/agents/tools/integrations/ddg"
+      "destination": "/docs/integrations/tools/ddg"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/ddg",
+      "destination": "/docs/integrations/tools/ddg"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/filesystem.html",
-      "destination": "/docs/modules/agents/tools/integrations/filesystem"
+      "destination": "/docs/integrations/tools/filesystem"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/filesystem",
+      "destination": "/docs/integrations/tools/filesystem"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/google_places.html",
-      "destination": "/docs/modules/agents/tools/integrations/google_places"
+      "destination": "/docs/integrations/tools/google_places"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/google_places",
+      "destination": "/docs/integrations/tools/google_places"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/google_search.html",
-      "destination": "/docs/modules/agents/tools/integrations/google_search"
+      "destination": "/docs/integrations/tools/google_search"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/google_search",
+      "destination": "/docs/integrations/tools/google_search"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/google_serper.html",
-      "destination": "/docs/modules/agents/tools/integrations/google_serper"
+      "destination": "/docs/integrations/tools/google_serper"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/google_serper",
+      "destination": "/docs/integrations/tools/google_serper"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/gradio_tools.html",
-      "destination": "/docs/modules/agents/tools/integrations/gradio_tools"
+      "destination": "/docs/integrations/tools/gradio_tools"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/gradio_tools",
+      "destination": "/docs/integrations/tools/gradio_tools"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/graphql.html",
-      "destination": "/docs/modules/agents/tools/integrations/graphql"
+      "destination": "/docs/integrations/tools/graphql"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/graphql",
+      "destination": "/docs/integrations/tools/graphql"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/huggingface_tools.html",
-      "destination": "/docs/modules/agents/tools/integrations/huggingface_tools"
+      "destination": "/docs/integrations/tools/huggingface_tools"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/huggingface_tools",
+      "destination": "/docs/integrations/tools/huggingface_tools"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/human_tools.html",
-      "destination": "/docs/modules/agents/tools/integrations/human_tools"
+      "destination": "/docs/integrations/tools/human_tools"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/human_tools",
+      "destination": "/docs/integrations/tools/human_tools"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/ifttt.html",
-      "destination": "/docs/modules/agents/tools/integrations/ifttt"
+      "destination": "/docs/integrations/tools/ifttt"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/ifttt",
+      "destination": "/docs/integrations/tools/ifttt"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/metaphor_search.html",
-      "destination": "/docs/modules/agents/tools/integrations/metaphor_search"
+      "destination": "/docs/integrations/tools/metaphor_search"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/metaphor_search",
+      "destination": "/docs/integrations/tools/metaphor_search"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/openweathermap.html",
-      "destination": "/docs/modules/agents/tools/integrations/openweathermap"
+      "destination": "/docs/integrations/tools/openweathermap"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/openweathermap",
+      "destination": "/docs/integrations/tools/openweathermap"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/pubmed.html",
-      "destination": "/docs/modules/agents/tools/integrations/pubmed"
+      "destination": "/docs/integrations/tools/pubmed"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/pubmed",
+      "destination": "/docs/integrations/tools/pubmed"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/requests.html",
-      "destination": "/docs/modules/agents/tools/integrations/requests"
+      "destination": "/docs/integrations/tools/requests"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/requests",
+      "destination": "/docs/integrations/tools/requests"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/sceneXplain.html",
-      "destination": "/docs/modules/agents/tools/integrations/sceneXplain"
+      "destination": "/docs/integrations/tools/sceneXplain"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/sceneXplain",
+      "destination": "/docs/integrations/tools/sceneXplain"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/search_tools.html",
-      "destination": "/docs/modules/agents/tools/integrations/search_tools"
+      "destination": "/docs/integrations/tools/search_tools"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/search_tools",
+      "destination": "/docs/integrations/tools/search_tools"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/searx_search.html",
-      "destination": "/docs/modules/agents/tools/integrations/searx_search"
+      "destination": "/docs/integrations/tools/searx_search"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/searx_search",
+      "destination": "/docs/integrations/tools/searx_search"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/serpapi.html",
-      "destination": "/docs/modules/agents/tools/integrations/serpapi"
+      "destination": "/docs/integrations/tools/serpapi"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/serpapi",
+      "destination": "/docs/integrations/tools/serpapi"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/twilio.html",
-      "destination": "/docs/modules/agents/tools/integrations/twilio"
+      "destination": "/docs/integrations/tools/twilio"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/twilio",
+      "destination": "/docs/integrations/tools/twilio"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/wikipedia.html",
-      "destination": "/docs/modules/agents/tools/integrations/wikipedia"
+      "destination": "/docs/integrations/tools/wikipedia"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/wikipedia",
+      "destination": "/docs/integrations/tools/wikipedia"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/wolfram_alpha.html",
-      "destination": "/docs/modules/agents/tools/integrations/wolfram_alpha"
+      "destination": "/docs/integrations/tools/wolfram_alpha"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/wolfram_alpha",
+      "destination": "/docs/integrations/tools/wolfram_alpha"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/youtube.html",
-      "destination": "/docs/modules/agents/tools/integrations/youtube"
+      "destination": "/docs/integrations/tools/youtube"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/youtube",
+      "destination": "/docs/integrations/tools/youtube"
     },
     {
       "source": "/en/latest/modules/agents/tools/examples/zapier.html",
-      "destination": "/docs/modules/agents/tools/integrations/zapier"
+      "destination": "/docs/integrations/tools/zapier"
+    },
+    {
+      "source": "/docs/modules/agents/tools/integrations/zapier",
+      "destination": "/docs/integrations/tools/zapier"
     },
     {
       "source": "/en/latest/modules/callbacks/filecallbackhandler.html",
@@ -878,7 +1594,11 @@
     },
     {
       "source": "/en/latest/modules/callbacks/examples/argilla.html",
-      "destination": "/docs/modules/callbacks/integrations/argilla"
+      "destination": "/docs/integrations/callbacks/argilla"
+    },
+    {
+      "source": "/docs/modules/callbacks/integrations/argilla",
+      "destination": "/docs/integrations/callbacks/argilla"
     },
     {
       "source": "/en/latest/modules/chains/examples/extraction.html",
@@ -966,347 +1686,691 @@
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/acreom.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/acreom"
+      "destination": "/docs/integrations/document_loaders/acreom"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/acreom",
+      "destination": "/docs/integrations/document_loaders/acreom"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/airbyte_json.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/airbyte_json"
+      "destination": "/docs/integrations/document_loaders/airbyte_json"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/airbyte_json",
+      "destination": "/docs/integrations/document_loaders/airbyte_json"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/airtable.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/airtable"
+      "destination": "/docs/integrations/document_loaders/airtable"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/airtable",
+      "destination": "/docs/integrations/document_loaders/airtable"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/alibaba_cloud_maxcompute.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/alibaba_cloud_maxcompute"
+      "destination": "/docs/integrations/document_loaders/alibaba_cloud_maxcompute"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/alibaba_cloud_maxcompute",
+      "destination": "/docs/integrations/document_loaders/alibaba_cloud_maxcompute"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/apify_dataset.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/apify_dataset"
+      "destination": "/docs/integrations/document_loaders/apify_dataset"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/apify_dataset",
+      "destination": "/docs/integrations/document_loaders/apify_dataset"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/arxiv.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/arxiv"
+      "destination": "/docs/integrations/document_loaders/arxiv"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/arxiv",
+      "destination": "/docs/integrations/document_loaders/arxiv"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/aws_s3_directory.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/aws_s3_directory"
+      "destination": "/docs/integrations/document_loaders/aws_s3_directory"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/aws_s3_directory",
+      "destination": "/docs/integrations/document_loaders/aws_s3_directory"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/aws_s3_file.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/aws_s3_file"
+      "destination": "/docs/integrations/document_loaders/aws_s3_file"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/aws_s3_file",
+      "destination": "/docs/integrations/document_loaders/aws_s3_file"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/azlyrics.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/azlyrics"
+      "destination": "/docs/integrations/document_loaders/azlyrics"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/azlyrics",
+      "destination": "/docs/integrations/document_loaders/azlyrics"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/azure_blob_storage_container.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/azure_blob_storage_container"
+      "destination": "/docs/integrations/document_loaders/azure_blob_storage_container"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/azure_blob_storage_container",
+      "destination": "/docs/integrations/document_loaders/azure_blob_storage_container"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/azure_blob_storage_file.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/azure_blob_storage_file"
+      "destination": "/docs/integrations/document_loaders/azure_blob_storage_file"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/azure_blob_storage_file",
+      "destination": "/docs/integrations/document_loaders/azure_blob_storage_file"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/bibtex.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/bibtex"
+      "destination": "/docs/integrations/document_loaders/bibtex"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/bibtex",
+      "destination": "/docs/integrations/document_loaders/bibtex"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/bilibili.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/bilibili"
+      "destination": "/docs/integrations/document_loaders/bilibili"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/bilibili",
+      "destination": "/docs/integrations/document_loaders/bilibili"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/blackboard.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/blackboard"
+      "destination": "/docs/integrations/document_loaders/blackboard"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/blackboard",
+      "destination": "/docs/integrations/document_loaders/blackboard"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/blockchain.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/blockchain"
+      "destination": "/docs/integrations/document_loaders/blockchain"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/blockchain",
+      "destination": "/docs/integrations/document_loaders/blockchain"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/chatgpt_loader.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/chatgpt_loader"
+      "destination": "/docs/integrations/document_loaders/chatgpt_loader"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/chatgpt_loader",
+      "destination": "/docs/integrations/document_loaders/chatgpt_loader"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/college_confidential.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/college_confidential"
+      "destination": "/docs/integrations/document_loaders/college_confidential"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/college_confidential",
+      "destination": "/docs/integrations/document_loaders/college_confidential"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/confluence.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/confluence"
+      "destination": "/docs/integrations/document_loaders/confluence"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/confluence",
+      "destination": "/docs/integrations/document_loaders/confluence"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/conll-u.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/conll-u"
+      "destination": "/docs/integrations/document_loaders/conll-u"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/conll-u",
+      "destination": "/docs/integrations/document_loaders/conll-u"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/copypaste.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/copypaste"
+      "destination": "/docs/integrations/document_loaders/copypaste"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/copypaste",
+      "destination": "/docs/integrations/document_loaders/copypaste"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/csv.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/csv"
+      "destination": "/docs/integrations/document_loaders/csv"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/csv",
+      "destination": "/docs/integrations/document_loaders/csv"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/diffbot.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/diffbot"
+      "destination": "/docs/integrations/document_loaders/diffbot"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/diffbot",
+      "destination": "/docs/integrations/document_loaders/diffbot"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/discord.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/discord"
+      "destination": "/docs/integrations/document_loaders/discord"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/discord",
+      "destination": "/docs/integrations/document_loaders/discord"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/docugami.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/docugami"
+      "destination": "/docs/integrations/document_loaders/docugami"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/docugami",
+      "destination": "/docs/integrations/document_loaders/docugami"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/duckdb.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/duckdb"
+      "destination": "/docs/integrations/document_loaders/duckdb"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/duckdb",
+      "destination": "/docs/integrations/document_loaders/duckdb"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/email.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/email"
+      "destination": "/docs/integrations/document_loaders/email"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/email",
+      "destination": "/docs/integrations/document_loaders/email"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/embaas.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/embaas"
+      "destination": "/docs/integrations/document_loaders/embaas"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/embaas",
+      "destination": "/docs/integrations/document_loaders/embaas"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/epub.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/epub"
+      "destination": "/docs/integrations/document_loaders/epub"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/epub",
+      "destination": "/docs/integrations/document_loaders/epub"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/evernote.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/evernote"
+      "destination": "/docs/integrations/document_loaders/evernote"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/evernote",
+      "destination": "/docs/integrations/document_loaders/evernote"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/excel.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/excel"
+      "destination": "/docs/integrations/document_loaders/excel"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/excel",
+      "destination": "/docs/integrations/document_loaders/excel"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/facebook_chat.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/facebook_chat"
+      "destination": "/docs/integrations/document_loaders/facebook_chat"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/facebook_chat",
+      "destination": "/docs/integrations/document_loaders/facebook_chat"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/fauna.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/fauna"
+      "destination": "/docs/integrations/document_loaders/fauna"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/fauna",
+      "destination": "/docs/integrations/document_loaders/fauna"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/figma.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/figma"
+      "destination": "/docs/integrations/document_loaders/figma"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/figma",
+      "destination": "/docs/integrations/document_loaders/figma"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/git.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/git"
+      "destination": "/docs/integrations/document_loaders/git"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/git",
+      "destination": "/docs/integrations/document_loaders/git"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/gitbook.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/gitbook"
+      "destination": "/docs/integrations/document_loaders/gitbook"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/gitbook",
+      "destination": "/docs/integrations/document_loaders/gitbook"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/github.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/github"
+      "destination": "/docs/integrations/document_loaders/github"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/github",
+      "destination": "/docs/integrations/document_loaders/github"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/google_bigquery.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/google_bigquery"
+      "destination": "/docs/integrations/document_loaders/google_bigquery"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/google_bigquery",
+      "destination": "/docs/integrations/document_loaders/google_bigquery"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/google_cloud_storage_directory.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/google_cloud_storage_directory"
+      "destination": "/docs/integrations/document_loaders/google_cloud_storage_directory"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/google_cloud_storage_directory",
+      "destination": "/docs/integrations/document_loaders/google_cloud_storage_directory"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/google_cloud_storage_file.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/google_cloud_storage_file"
+      "destination": "/docs/integrations/document_loaders/google_cloud_storage_file"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/google_cloud_storage_file",
+      "destination": "/docs/integrations/document_loaders/google_cloud_storage_file"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/google_drive.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/google_drive"
+      "destination": "/docs/integrations/document_loaders/google_drive"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/google_drive",
+      "destination": "/docs/integrations/document_loaders/google_drive"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/gutenberg.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/gutenberg"
+      "destination": "/docs/integrations/document_loaders/gutenberg"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/gutenberg",
+      "destination": "/docs/integrations/document_loaders/gutenberg"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/hacker_news.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/hacker_news"
+      "destination": "/docs/integrations/document_loaders/hacker_news"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/hacker_news",
+      "destination": "/docs/integrations/document_loaders/hacker_news"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/hugging_face_dataset.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/hugging_face_dataset"
+      "destination": "/docs/integrations/document_loaders/hugging_face_dataset"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/hugging_face_dataset",
+      "destination": "/docs/integrations/document_loaders/hugging_face_dataset"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/ifixit.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/ifixit"
+      "destination": "/docs/integrations/document_loaders/ifixit"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/ifixit",
+      "destination": "/docs/integrations/document_loaders/ifixit"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/image.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/image"
+      "destination": "/docs/integrations/document_loaders/image"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/image",
+      "destination": "/docs/integrations/document_loaders/image"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/image_captions.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/image_captions"
+      "destination": "/docs/integrations/document_loaders/image_captions"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/image_captions",
+      "destination": "/docs/integrations/document_loaders/image_captions"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/imsdb.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/imsdb"
+      "destination": "/docs/integrations/document_loaders/imsdb"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/imsdb",
+      "destination": "/docs/integrations/document_loaders/imsdb"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/iugu.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/iugu"
+      "destination": "/docs/integrations/document_loaders/iugu"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/iugu",
+      "destination": "/docs/integrations/document_loaders/iugu"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/joplin.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/joplin"
+      "destination": "/docs/integrations/document_loaders/joplin"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/joplin",
+      "destination": "/docs/integrations/document_loaders/joplin"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/jupyter_notebook.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/jupyter_notebook"
+      "destination": "/docs/integrations/document_loaders/jupyter_notebook"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/jupyter_notebook",
+      "destination": "/docs/integrations/document_loaders/jupyter_notebook"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/mastodon.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/mastodon"
+      "destination": "/docs/integrations/document_loaders/mastodon"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/mastodon",
+      "destination": "/docs/integrations/document_loaders/mastodon"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/mediawikidump.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/mediawikidump"
+      "destination": "/docs/integrations/document_loaders/mediawikidump"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/mediawikidump",
+      "destination": "/docs/integrations/document_loaders/mediawikidump"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/microsoft_onedrive.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/microsoft_onedrive"
+      "destination": "/docs/integrations/document_loaders/microsoft_onedrive"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/microsoft_onedrive",
+      "destination": "/docs/integrations/document_loaders/microsoft_onedrive"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/microsoft_powerpoint.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/microsoft_powerpoint"
+      "destination": "/docs/integrations/document_loaders/microsoft_powerpoint"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/microsoft_powerpoint",
+      "destination": "/docs/integrations/document_loaders/microsoft_powerpoint"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/microsoft_word.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/microsoft_word"
+      "destination": "/docs/integrations/document_loaders/microsoft_word"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/microsoft_word",
+      "destination": "/docs/integrations/document_loaders/microsoft_word"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/modern_treasury.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/modern_treasury"
+      "destination": "/docs/integrations/document_loaders/modern_treasury"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/modern_treasury",
+      "destination": "/docs/integrations/document_loaders/modern_treasury"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/notion.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/notion"
+      "destination": "/docs/integrations/document_loaders/notion"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/notion",
+      "destination": "/docs/integrations/document_loaders/notion"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/notiondb.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/notiondb"
+      "destination": "/docs/integrations/document_loaders/notiondb"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/notiondb",
+      "destination": "/docs/integrations/document_loaders/notiondb"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/obsidian.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/obsidian"
+      "destination": "/docs/integrations/document_loaders/obsidian"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/obsidian",
+      "destination": "/docs/integrations/document_loaders/obsidian"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/odt.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/odt"
+      "destination": "/docs/integrations/document_loaders/odt"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/odt",
+      "destination": "/docs/integrations/document_loaders/odt"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/pandas_dataframe.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/pandas_dataframe"
+      "destination": "/docs/integrations/document_loaders/pandas_dataframe"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/pandas_dataframe",
+      "destination": "/docs/integrations/document_loaders/pandas_dataframe"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/psychic.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/psychic"
+      "destination": "/docs/integrations/document_loaders/psychic"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/psychic",
+      "destination": "/docs/integrations/document_loaders/psychic"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/pyspark_dataframe.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/pyspark_dataframe"
+      "destination": "/docs/integrations/document_loaders/pyspark_dataframe"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/pyspark_dataframe",
+      "destination": "/docs/integrations/document_loaders/pyspark_dataframe"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/readthedocs_documentation.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/readthedocs_documentation"
+      "destination": "/docs/integrations/document_loaders/readthedocs_documentation"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/readthedocs_documentation",
+      "destination": "/docs/integrations/document_loaders/readthedocs_documentation"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/reddit.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/reddit"
+      "destination": "/docs/integrations/document_loaders/reddit"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/reddit",
+      "destination": "/docs/integrations/document_loaders/reddit"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/roam.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/roam"
+      "destination": "/docs/integrations/document_loaders/roam"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/roam",
+      "destination": "/docs/integrations/document_loaders/roam"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/sitemap.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/sitemap"
+      "destination": "/docs/integrations/document_loaders/sitemap"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/sitemap",
+      "destination": "/docs/integrations/document_loaders/sitemap"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/slack.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/slack"
+      "destination": "/docs/integrations/document_loaders/slack"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/slack",
+      "destination": "/docs/integrations/document_loaders/slack"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/snowflake.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/snowflake"
+      "destination": "/docs/integrations/document_loaders/snowflake"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/snowflake",
+      "destination": "/docs/integrations/document_loaders/snowflake"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/spreedly.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/spreedly"
+      "destination": "/docs/integrations/document_loaders/spreedly"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/spreedly",
+      "destination": "/docs/integrations/document_loaders/spreedly"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/stripe.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/stripe"
+      "destination": "/docs/integrations/document_loaders/stripe"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/stripe",
+      "destination": "/docs/integrations/document_loaders/stripe"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/subtitle.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/subtitle"
+      "destination": "/docs/integrations/document_loaders/subtitle"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/subtitle",
+      "destination": "/docs/integrations/document_loaders/subtitle"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/telegram.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/telegram"
+      "destination": "/docs/integrations/document_loaders/telegram"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/telegram",
+      "destination": "/docs/integrations/document_loaders/telegram"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/tomarkdown.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/tomarkdown"
+      "destination": "/docs/integrations/document_loaders/tomarkdown"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/tomarkdown",
+      "destination": "/docs/integrations/document_loaders/tomarkdown"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/toml.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/toml"
+      "destination": "/docs/integrations/document_loaders/toml"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/toml",
+      "destination": "/docs/integrations/document_loaders/toml"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/trello.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/trello"
+      "destination": "/docs/integrations/document_loaders/trello"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/trello",
+      "destination": "/docs/integrations/document_loaders/trello"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/twitter.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/twitter"
+      "destination": "/docs/integrations/document_loaders/twitter"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/twitter",
+      "destination": "/docs/integrations/document_loaders/twitter"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/unstructured_file.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/unstructured_file"
+      "destination": "/docs/integrations/document_loaders/unstructured_file"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/unstructured_file",
+      "destination": "/docs/integrations/document_loaders/unstructured_file"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/url.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/url"
+      "destination": "/docs/integrations/document_loaders/url"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/url",
+      "destination": "/docs/integrations/document_loaders/url"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/weather.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/weather"
+      "destination": "/docs/integrations/document_loaders/weather"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/weather",
+      "destination": "/docs/integrations/document_loaders/weather"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/web_base.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/web_base"
+      "destination": "/docs/integrations/document_loaders/web_base"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/web_base",
+      "destination": "/docs/integrations/document_loaders/web_base"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/whatsapp_chat.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/whatsapp_chat"
+      "destination": "/docs/integrations/document_loaders/whatsapp_chat"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/whatsapp_chat",
+      "destination": "/docs/integrations/document_loaders/whatsapp_chat"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/wikipedia.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/wikipedia"
+      "destination": "/docs/integrations/document_loaders/wikipedia"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/wikipedia",
+      "destination": "/docs/integrations/document_loaders/wikipedia"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/xml.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/xml"
+      "destination": "/docs/integrations/document_loaders/xml"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/xml",
+      "destination": "/docs/integrations/document_loaders/xml"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/youtube_audio.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/youtube_audio"
+      "destination": "/docs/integrations/document_loaders/youtube_audio"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/youtube_audio",
+      "destination": "/docs/integrations/document_loaders/youtube_audio"
     },
     {
       "source": "/en/latest/modules/indexes/document_loaders/examples/youtube_transcript.html",
-      "destination": "/docs/modules/data_connection/document_loaders/integrations/youtube_transcript"
+      "destination": "/docs/integrations/document_loaders/youtube_transcript"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/integrations/youtube_transcript",
+      "destination": "/docs/integrations/document_loaders/youtube_transcript"
     },
     {
       "source": "/en/latest/modules/indexes/text_splitters/examples/markdown_header_metadata.html",
@@ -1334,283 +2398,563 @@
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/arxiv.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/arxiv"
+      "destination": "/docs/integrations/retrievers/arxiv"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/arxiv",
+      "destination": "/docs/integrations/retrievers/arxiv"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/azure_cognitive_search.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/azure_cognitive_search"
+      "destination": "/docs/integrations/retrievers/azure_cognitive_search"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/azure_cognitive_search",
+      "destination": "/docs/integrations/retrievers/azure_cognitive_search"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/chatgpt-plugin.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/chatgpt-plugin"
+      "destination": "/docs/integrations/retrievers/chatgpt-plugin"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/chatgpt-plugin",
+      "destination": "/docs/integrations/retrievers/chatgpt-plugin"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/cohere-reranker.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/cohere-reranker"
+      "destination": "/docs/integrations/retrievers/cohere-reranker"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/cohere-reranker",
+      "destination": "/docs/integrations/retrievers/cohere-reranker"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/databerry.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/chaindesk"
+      "destination": "/docs/integrations/retrievers/chaindesk"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/chaindesk",
+      "destination": "/docs/integrations/retrievers/chaindesk"
     },
     {
       "source": "/docs/modules/data_connection/retrievers/integrations/databerry",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/chaindesk"
+      "destination": "/docs/integrations/retrievers/chaindesk"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/chaindesk",
+      "destination": "/docs/integrations/retrievers/chaindesk"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/elastic_search_bm25.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/elastic_search_bm25"
+      "destination": "/docs/integrations/retrievers/elastic_search_bm25"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/elastic_search_bm25",
+      "destination": "/docs/integrations/retrievers/elastic_search_bm25"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/knn.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/knn"
+      "destination": "/docs/integrations/retrievers/knn"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/knn",
+      "destination": "/docs/integrations/retrievers/knn"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/merger_retriever.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/merger_retriever"
+      "destination": "/docs/integrations/retrievers/merger_retriever"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/merger_retriever",
+      "destination": "/docs/integrations/retrievers/merger_retriever"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/metal.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/metal"
+      "destination": "/docs/integrations/retrievers/metal"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/metal",
+      "destination": "/docs/integrations/retrievers/metal"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/pinecone_hybrid_search.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/pinecone_hybrid_search"
+      "destination": "/docs/integrations/retrievers/pinecone_hybrid_search"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/pinecone_hybrid_search",
+      "destination": "/docs/integrations/retrievers/pinecone_hybrid_search"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/pubmed.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/pubmed"
+      "destination": "/docs/integrations/retrievers/pubmed"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/pubmed",
+      "destination": "/docs/integrations/retrievers/pubmed"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/svm.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/svm"
+      "destination": "/docs/integrations/retrievers/svm"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/svm",
+      "destination": "/docs/integrations/retrievers/svm"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/tf_idf.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/tf_idf"
+      "destination": "/docs/integrations/retrievers/tf_idf"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/tf_idf",
+      "destination": "/docs/integrations/retrievers/tf_idf"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/vespa.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/vespa"
+      "destination": "/docs/integrations/retrievers/vespa"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/vespa",
+      "destination": "/docs/integrations/retrievers/vespa"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/weaviate-hybrid.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/weaviate-hybrid"
+      "destination": "/docs/integrations/retrievers/weaviate-hybrid"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/weaviate-hybrid",
+      "destination": "/docs/integrations/retrievers/weaviate-hybrid"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/wikipedia.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/wikipedia"
+      "destination": "/docs/integrations/retrievers/wikipedia"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/wikipedia",
+      "destination": "/docs/integrations/retrievers/wikipedia"
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/zep_memorystore.html",
-      "destination": "/docs/modules/data_connection/retrievers/integrations/zep_memorystore"
+      "destination": "/docs/integrations/retrievers/zep_memorystore"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/zep_memorystore",
+      "destination": "/docs/integrations/retrievers/zep_memorystore"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/aleph_alpha.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/aleph_alpha"
+      "destination": "/docs/integrations/text_embedding/aleph_alpha"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/aleph_alpha",
+      "destination": "/docs/integrations/text_embedding/aleph_alpha"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/azureopenai.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/azureopenai"
+      "destination": "/docs/integrations/text_embedding/azureopenai"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/azureopenai",
+      "destination": "/docs/integrations/text_embedding/azureopenai"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/amazon_bedrock.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/bedrock"
+      "destination": "/docs/integrations/text_embedding/bedrock"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/bedrock",
+      "destination": "/docs/integrations/text_embedding/bedrock"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/cohere.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/cohere"
+      "destination": "/docs/integrations/text_embedding/cohere"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/cohere",
+      "destination": "/docs/integrations/text_embedding/cohere"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/dashscope.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/dashscope"
+      "destination": "/docs/integrations/text_embedding/dashscope"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/dashscope",
+      "destination": "/docs/integrations/text_embedding/dashscope"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/deepinfra.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/deepinfra"
+      "destination": "/docs/integrations/text_embedding/deepinfra"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/deepinfra",
+      "destination": "/docs/integrations/text_embedding/deepinfra"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/elasticsearch.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/elasticsearch"
+      "destination": "/docs/integrations/text_embedding/elasticsearch"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/elasticsearch",
+      "destination": "/docs/integrations/text_embedding/elasticsearch"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/embaas.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/embaas"
+      "destination": "/docs/integrations/text_embedding/embaas"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/embaas",
+      "destination": "/docs/integrations/text_embedding/embaas"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/fake.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/fake"
+      "destination": "/docs/integrations/text_embedding/fake"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/fake",
+      "destination": "/docs/integrations/text_embedding/fake"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/google_vertex_ai_palm.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm"
+      "destination": "/docs/integrations/text_embedding/google_vertex_ai_palm"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm",
+      "destination": "/docs/integrations/text_embedding/google_vertex_ai_palm"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/huggingface_hub.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/huggingfacehub"
+      "destination": "/docs/integrations/text_embedding/huggingfacehub"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/huggingfacehub",
+      "destination": "/docs/integrations/text_embedding/huggingfacehub"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/huggingface_instruct.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/instruct_embeddings"
+      "destination": "/docs/integrations/text_embedding/instruct_embeddings"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/instruct_embeddings",
+      "destination": "/docs/integrations/text_embedding/instruct_embeddings"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/jina.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/jina"
+      "destination": "/docs/integrations/text_embedding/jina"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/jina",
+      "destination": "/docs/integrations/text_embedding/jina"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/llamacpp.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/llamacpp"
+      "destination": "/docs/integrations/text_embedding/llamacpp"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/llamacpp",
+      "destination": "/docs/integrations/text_embedding/llamacpp"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/minimax.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/minimax"
+      "destination": "/docs/integrations/text_embedding/minimax"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/minimax",
+      "destination": "/docs/integrations/text_embedding/minimax"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/modelscope_hub.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/modelscope_hub"
+      "destination": "/docs/integrations/text_embedding/modelscope_hub"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/modelscope_hub",
+      "destination": "/docs/integrations/text_embedding/modelscope_hub"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/mosaicml.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/mosaicml"
+      "destination": "/docs/integrations/text_embedding/mosaicml"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/mosaicml",
+      "destination": "/docs/integrations/text_embedding/mosaicml"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/openai.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/openai"
+      "destination": "/docs/integrations/text_embedding/openai"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/openai",
+      "destination": "/docs/integrations/text_embedding/openai"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/sagemaker-endpoint.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/sagemaker-endpoint"
+      "destination": "/docs/integrations/text_embedding/sagemaker-endpoint"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/sagemaker-endpoint",
+      "destination": "/docs/integrations/text_embedding/sagemaker-endpoint"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/self-hosted.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/self-hosted"
+      "destination": "/docs/integrations/text_embedding/self-hosted"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/self-hosted",
+      "destination": "/docs/integrations/text_embedding/self-hosted"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/sentence_transformers.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/sentence_transformers"
+      "destination": "/docs/integrations/text_embedding/sentence_transformers"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/sentence_transformers",
+      "destination": "/docs/integrations/text_embedding/sentence_transformers"
     },
     {
       "source": "/en/latest/modules/models/text_embedding/examples/tensorflowhub.html",
-      "destination": "/docs/modules/data_connection/text_embedding/integrations/tensorflowhub"
+      "destination": "/docs/integrations/text_embedding/tensorflowhub"
+    },
+    {
+      "source": "/docs/modules/data_connection/text_embedding/integrations/tensorflowhub",
+      "destination": "/docs/integrations/text_embedding/tensorflowhub"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/analyticdb.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/analyticdb"
+      "destination": "/docs/integrations/vectorstores/analyticdb"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/analyticdb",
+      "destination": "/docs/integrations/vectorstores/analyticdb"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/annoy.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/annoy"
+      "destination": "/docs/integrations/vectorstores/annoy"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/annoy",
+      "destination": "/docs/integrations/vectorstores/annoy"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/atlas.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/atlas"
+      "destination": "/docs/integrations/vectorstores/atlas"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/atlas",
+      "destination": "/docs/integrations/vectorstores/atlas"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/awadb.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/awadb"
+      "destination": "/docs/integrations/vectorstores/awadb"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/awadb",
+      "destination": "/docs/integrations/vectorstores/awadb"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/azuresearch.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/azuresearch"
+      "destination": "/docs/integrations/vectorstores/azuresearch"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/azuresearch",
+      "destination": "/docs/integrations/vectorstores/azuresearch"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/chroma.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/chroma"
+      "destination": "/docs/integrations/vectorstores/chroma"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/chroma",
+      "destination": "/docs/integrations/vectorstores/chroma"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/deeplake.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/deeplake"
+      "destination": "/docs/integrations/vectorstores/deeplake"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/deeplake",
+      "destination": "/docs/integrations/vectorstores/deeplake"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/docarray_hnsw.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/docarray_hnsw"
+      "destination": "/docs/integrations/vectorstores/docarray_hnsw"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/docarray_hnsw",
+      "destination": "/docs/integrations/vectorstores/docarray_hnsw"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/docarray_in_memory.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/docarray_in_memory"
+      "destination": "/docs/integrations/vectorstores/docarray_in_memory"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/docarray_in_memory",
+      "destination": "/docs/integrations/vectorstores/docarray_in_memory"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/faiss.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/faiss"
+      "destination": "/docs/integrations/vectorstores/faiss"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/faiss",
+      "destination": "/docs/integrations/vectorstores/faiss"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/hologres.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/hologres"
+      "destination": "/docs/integrations/vectorstores/hologres"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/hologres",
+      "destination": "/docs/integrations/vectorstores/hologres"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/lancedb.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/lancedb"
+      "destination": "/docs/integrations/vectorstores/lancedb"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/lancedb",
+      "destination": "/docs/integrations/vectorstores/lancedb"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/matchingengine.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/matchingengine"
+      "destination": "/docs/integrations/vectorstores/matchingengine"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/matchingengine",
+      "destination": "/docs/integrations/vectorstores/matchingengine"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/milvus.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/milvus"
+      "destination": "/docs/integrations/vectorstores/milvus"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/milvus",
+      "destination": "/docs/integrations/vectorstores/milvus"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/mongodb_atlas_vector_search.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/mongodb_atlas_vector_search"
+      "destination": "/docs/integrations/vectorstores/mongodb_atlas_vector_search"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/mongodb_atlas_vector_search",
+      "destination": "/docs/integrations/vectorstores/mongodb_atlas_vector_search"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/myscale.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/myscale"
+      "destination": "/docs/integrations/vectorstores/myscale"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/myscale",
+      "destination": "/docs/integrations/vectorstores/myscale"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/opensearch.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/opensearch"
+      "destination": "/docs/integrations/vectorstores/opensearch"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/opensearch",
+      "destination": "/docs/integrations/vectorstores/opensearch"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/pgvector.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/pgvector"
+      "destination": "/docs/integrations/vectorstores/pgvector"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/pgvector",
+      "destination": "/docs/integrations/vectorstores/pgvector"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/pinecone.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/pinecone"
+      "destination": "/docs/integrations/vectorstores/pinecone"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/pinecone",
+      "destination": "/docs/integrations/vectorstores/pinecone"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/qdrant.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/qdrant"
+      "destination": "/docs/integrations/vectorstores/qdrant"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/qdrant",
+      "destination": "/docs/integrations/vectorstores/qdrant"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/redis.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/redis"
+      "destination": "/docs/integrations/vectorstores/redis"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/redis",
+      "destination": "/docs/integrations/vectorstores/redis"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/singlestoredb.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/singlestoredb"
+      "destination": "/docs/integrations/vectorstores/singlestoredb"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/singlestoredb",
+      "destination": "/docs/integrations/vectorstores/singlestoredb"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/sklearn.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/sklearn"
+      "destination": "/docs/integrations/vectorstores/sklearn"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/sklearn",
+      "destination": "/docs/integrations/vectorstores/sklearn"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/supabase.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/supabase"
+      "destination": "/docs/integrations/vectorstores/supabase"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/supabase",
+      "destination": "/docs/integrations/vectorstores/supabase"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/tair.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/tair"
+      "destination": "/docs/integrations/vectorstores/tair"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/tair",
+      "destination": "/docs/integrations/vectorstores/tair"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/tigris.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/tigris"
+      "destination": "/docs/integrations/vectorstores/tigris"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/tigris",
+      "destination": "/docs/integrations/vectorstores/tigris"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/typesense.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/typesense"
+      "destination": "/docs/integrations/vectorstores/typesense"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/typesense",
+      "destination": "/docs/integrations/vectorstores/typesense"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/vectara.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/vectara"
+      "destination": "/docs/integrations/vectorstores/vectara"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/vectara",
+      "destination": "/docs/integrations/vectorstores/vectara"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/weaviate.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/weaviate"
+      "destination": "/docs/integrations/vectorstores/weaviate"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/weaviate",
+      "destination": "/docs/integrations/vectorstores/weaviate"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/zilliz.html",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/zilliz"
+      "destination": "/docs/integrations/vectorstores/zilliz"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/zilliz",
+      "destination": "/docs/integrations/vectorstores/zilliz"
     },
     {
       "source": "/en/latest/modules/memory/examples/adding_memory.html",
@@ -1654,63 +2998,123 @@
     },
     {
       "source": "/en/latest/modules/memory/examples/cassandra_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/cassandra_chat_message_history"
+      "destination": "/docs/integrations/memory/cassandra_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/cassandra_chat_message_history",
+      "destination": "/docs/integrations/memory/cassandra_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/dynamodb_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/dynamodb_chat_message_history"
+      "destination": "/docs/integrations/memory/dynamodb_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/dynamodb_chat_message_history",
+      "destination": "/docs/integrations/memory/dynamodb_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/entity_memory_with_sqlite.html",
-      "destination": "/docs/modules/memory/integrations/entity_memory_with_sqlite"
+      "destination": "/docs/integrations/memory/entity_memory_with_sqlite"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/entity_memory_with_sqlite",
+      "destination": "/docs/integrations/memory/entity_memory_with_sqlite"
     },
     {
       "source": "/en/latest/modules/memory/examples/momento_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/momento_chat_message_history"
+      "destination": "/docs/integrations/memory/momento_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/momento_chat_message_history",
+      "destination": "/docs/integrations/memory/momento_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/mongodb_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/mongodb_chat_message_history"
+      "destination": "/docs/integrations/memory/mongodb_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/mongodb_chat_message_history",
+      "destination": "/docs/integrations/memory/mongodb_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/motorhead_memory.html",
-      "destination": "/docs/modules/memory/integrations/motorhead_memory"
+      "destination": "/docs/integrations/memory/motorhead_memory"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/motorhead_memory",
+      "destination": "/docs/integrations/memory/motorhead_memory"
     },
     {
       "source": "/en/latest/modules/memory/examples/motorhead_memory_managed.html",
-      "destination": "/docs/modules/memory/integrations/motorhead_memory_managed"
+      "destination": "/docs/integrations/memory/motorhead_memory_managed"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/motorhead_memory_managed",
+      "destination": "/docs/integrations/memory/motorhead_memory_managed"
     },
     {
       "source": "/en/latest/modules/memory/examples/postgres_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/postgres_chat_message_history"
+      "destination": "/docs/integrations/memory/postgres_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/postgres_chat_message_history",
+      "destination": "/docs/integrations/memory/postgres_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/redis_chat_message_history.html",
-      "destination": "/docs/modules/memory/integrations/redis_chat_message_history"
+      "destination": "/docs/integrations/memory/redis_chat_message_history"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/redis_chat_message_history",
+      "destination": "/docs/integrations/memory/redis_chat_message_history"
     },
     {
       "source": "/en/latest/modules/memory/examples/zep_memory.html",
-      "destination": "/docs/modules/memory/integrations/zep_memory"
+      "destination": "/docs/integrations/memory/zep_memory"
+    },
+    {
+      "source": "/docs/modules/memory/integrations/zep_memory",
+      "destination": "/docs/integrations/memory/zep_memory"
     },
     {
       "source": "/en/latest/modules/models/chat/integrations/anthropic.html",
-      "destination": "/docs/modules/model_io/models/chat/integrations/anthropic"
+      "destination": "/docs/integrations/chat/anthropic"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/integrations/anthropic",
+      "destination": "/docs/integrations/chat/anthropic"
     },
     {
       "source": "/en/latest/modules/models/chat/integrations/azure_chat_openai.html",
-      "destination": "/docs/modules/model_io/models/chat/integrations/azure_chat_openai"
+      "destination": "/docs/integrations/chat/azure_chat_openai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/integrations/azure_chat_openai",
+      "destination": "/docs/integrations/chat/azure_chat_openai"
     },
     {
       "source": "/en/latest/modules/models/chat/integrations/google_vertex_ai_palm.html",
-      "destination": "/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm"
+      "destination": "/docs/integrations/chat/google_vertex_ai_palm"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/integrations/google_vertex_ai_palm",
+      "destination": "/docs/integrations/chat/google_vertex_ai_palm"
     },
     {
       "source": "/en/latest/modules/models/chat/integrations/openai.html",
-      "destination": "/docs/modules/model_io/models/chat/integrations/openai"
+      "destination": "/docs/integrations/chat/openai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/integrations/openai",
+      "destination": "/docs/integrations/chat/openai"
     },
     {
       "source": "/en/latest/modules/models/chat/integrations/promptlayer_chatopenai.html",
-      "destination": "/docs/modules/model_io/models/chat/integrations/promptlayer_chatopenai"
+      "destination": "/docs/integrations/chat/promptlayer_chatopenai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/integrations/promptlayer_chatopenai",
+      "destination": "/docs/integrations/chat/promptlayer_chatopenai"
     },
     {
       "source": "/en/latest/modules/models/llms/examples/async_llm.html",
@@ -1738,155 +3142,307 @@
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/ai21.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/ai21"
+      "destination": "/docs/integrations/llms/ai21"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/ai21",
+      "destination": "/docs/integrations/llms/ai21"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/aleph_alpha.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/aleph_alpha"
+      "destination": "/docs/integrations/llms/aleph_alpha"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/aleph_alpha",
+      "destination": "/docs/integrations/llms/aleph_alpha"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/anyscale.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/anyscale"
+      "destination": "/docs/integrations/llms/anyscale"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/anyscale",
+      "destination": "/docs/integrations/llms/anyscale"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/azure_openai_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/azure_openai_example"
+      "destination": "/docs/integrations/llms/azure_openai_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/azure_openai_example",
+      "destination": "/docs/integrations/llms/azure_openai_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/banana.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/banana"
+      "destination": "/docs/integrations/llms/banana"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/banana",
+      "destination": "/docs/integrations/llms/banana"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/baseten.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/baseten"
+      "destination": "/docs/integrations/llms/baseten"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/baseten",
+      "destination": "/docs/integrations/llms/baseten"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/beam.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/beam"
+      "destination": "/docs/integrations/llms/beam"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/beam",
+      "destination": "/docs/integrations/llms/beam"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/bedrock.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/bedrock"
+      "destination": "/docs/integrations/llms/bedrock"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/bedrock",
+      "destination": "/docs/integrations/llms/bedrock"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/cerebriumai_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/cerebriumai_example"
+      "destination": "/docs/integrations/llms/cerebriumai_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/cerebriumai_example",
+      "destination": "/docs/integrations/llms/cerebriumai_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/cohere.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/cohere"
+      "destination": "/docs/integrations/llms/cohere"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/cohere",
+      "destination": "/docs/integrations/llms/cohere"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/ctransformers.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/ctransformers"
+      "destination": "/docs/integrations/llms/ctransformers"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/ctransformers",
+      "destination": "/docs/integrations/llms/ctransformers"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/databricks.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/databricks"
+      "destination": "/docs/integrations/llms/databricks"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/databricks",
+      "destination": "/docs/integrations/llms/databricks"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/deepinfra_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/deepinfra_example"
+      "destination": "/docs/integrations/llms/deepinfra_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/deepinfra_example",
+      "destination": "/docs/integrations/llms/deepinfra_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/forefrontai_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/forefrontai_example"
+      "destination": "/docs/integrations/llms/forefrontai_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/forefrontai_example",
+      "destination": "/docs/integrations/llms/forefrontai_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/google_vertex_ai_palm.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/google_vertex_ai_palm"
+      "destination": "/docs/integrations/llms/google_vertex_ai_palm"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/google_vertex_ai_palm",
+      "destination": "/docs/integrations/llms/google_vertex_ai_palm"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/gooseai_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/gooseai_example"
+      "destination": "/docs/integrations/llms/gooseai_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/gooseai_example",
+      "destination": "/docs/integrations/llms/gooseai_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/huggingface_hub.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/huggingface_hub"
+      "destination": "/docs/integrations/llms/huggingface_hub"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/huggingface_hub",
+      "destination": "/docs/integrations/llms/huggingface_hub"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/huggingface_pipelines.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/huggingface_pipelines"
+      "destination": "/docs/integrations/llms/huggingface_pipelines"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/huggingface_pipelines",
+      "destination": "/docs/integrations/llms/huggingface_pipelines"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/huggingface_textgen_inference.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/huggingface_textgen_inference"
+      "destination": "/docs/integrations/llms/huggingface_textgen_inference"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/huggingface_textgen_inference",
+      "destination": "/docs/integrations/llms/huggingface_textgen_inference"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/jsonformer_experimental.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/jsonformer_experimental"
+      "destination": "/docs/integrations/llms/jsonformer_experimental"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/jsonformer_experimental",
+      "destination": "/docs/integrations/llms/jsonformer_experimental"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/llamacpp.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/llamacpp"
+      "destination": "/docs/integrations/llms/llamacpp"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/llamacpp",
+      "destination": "/docs/integrations/llms/llamacpp"
     },
     {
       "source": "/en/latest/modules/models/llms/examples/llm_caching.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/llm_caching"
+      "destination": "/docs/integrations/llms/llm_caching"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/llm_caching",
+      "destination": "/docs/integrations/llms/llm_caching"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/manifest.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/manifest"
+      "destination": "/docs/integrations/llms/manifest"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/manifest",
+      "destination": "/docs/integrations/llms/manifest"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/modal.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/modal"
+      "destination": "/docs/integrations/llms/modal"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/modal",
+      "destination": "/docs/integrations/llms/modal"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/mosaicml.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/mosaicml"
+      "destination": "/docs/integrations/llms/mosaicml"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/mosaicml",
+      "destination": "/docs/integrations/llms/mosaicml"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/nlpcloud.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/nlpcloud"
+      "destination": "/docs/integrations/llms/nlpcloud"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/nlpcloud",
+      "destination": "/docs/integrations/llms/nlpcloud"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/openai.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/openai"
+      "destination": "/docs/integrations/llms/openai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/openai",
+      "destination": "/docs/integrations/llms/openai"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/openlm.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/openlm"
+      "destination": "/docs/integrations/llms/openlm"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/openlm",
+      "destination": "/docs/integrations/llms/openlm"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/petals_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/petals_example"
+      "destination": "/docs/integrations/llms/petals_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/petals_example",
+      "destination": "/docs/integrations/llms/petals_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/pipelineai_example.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/pipelineai_example"
+      "destination": "/docs/integrations/llms/pipelineai_example"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/pipelineai_example",
+      "destination": "/docs/integrations/llms/pipelineai_example"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/predictionguard.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/predictionguard"
+      "destination": "/docs/integrations/llms/predictionguard"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/predictionguard",
+      "destination": "/docs/integrations/llms/predictionguard"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/promptlayer_openai.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/promptlayer_openai"
+      "destination": "/docs/integrations/llms/promptlayer_openai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/promptlayer_openai",
+      "destination": "/docs/integrations/llms/promptlayer_openai"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/rellm_experimental.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/rellm_experimental"
+      "destination": "/docs/integrations/llms/rellm_experimental"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/rellm_experimental",
+      "destination": "/docs/integrations/llms/rellm_experimental"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/replicate.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/replicate"
+      "destination": "/docs/integrations/llms/replicate"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/replicate",
+      "destination": "/docs/integrations/llms/replicate"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/runhouse.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/runhouse"
+      "destination": "/docs/integrations/llms/runhouse"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/runhouse",
+      "destination": "/docs/integrations/llms/runhouse"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/sagemaker.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/sagemaker"
+      "destination": "/docs/integrations/llms/sagemaker"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/sagemaker",
+      "destination": "/docs/integrations/llms/sagemaker"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/stochasticai.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/stochasticai"
+      "destination": "/docs/integrations/llms/stochasticai"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/stochasticai",
+      "destination": "/docs/integrations/llms/stochasticai"
     },
     {
       "source": "/en/latest/modules/models/llms/integrations/writer.html",
-      "destination": "/docs/modules/model_io/models/llms/integrations/writer"
+      "destination": "/docs/integrations/llms/writer"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/integrations/writer",
+      "destination": "/docs/integrations/llms/writer"
     },
     {
       "source": "/en/latest/modules/prompts/output_parsers.html",
@@ -2106,11 +3662,47 @@
     },
     {
       "source": "/en/latest/modules/indexes/retrievers/examples/:path*",
-      "destination": "/docs/modules/data_connection/retrievers/integrations:path*"
+      "destination": "/docs/integrations/retrievers/:path*"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/integrations/:path*",
+      "destination": "/docs/integrations/retrievers/:path*"
     },
     {
       "source": "/en/latest/modules/indexes/vectorstores/examples/:path*",
-      "destination": "/docs/modules/data_connection/vectorstores/integrations/:path*"
+      "destination": "/docs/integrations/vectorstores/:path*"
+    },
+    {
+      "source": "/docs/modules/data_connection/vectorstores/integrations/:path*",
+      "destination": "/docs/integrations/vectorstores/:path*"
+    },
+    {
+      "source": "/docs/modules/agents/tools/how_to/:path*",
+      "destination": "/docs/modules/agents/tools/:path*"
+    },
+    {
+      "source": "/docs/modules/callbacks/how_to/:path*",
+      "destination": "/docs/modules/callbacks/:path*"
+    },
+    {
+      "source": "/docs/modules/data_connection/document_loaders/how_to/:path*",
+      "destination": "/docs/modules/data_connection/document_loaders/:path*"
+    },
+    {
+      "source": "/docs/modules/data_connection/retrievers/how_to/:path*",
+      "destination": "/docs/modules/data_connection/retrievers/:path*"
+    },
+    {
+      "source": "/docs/modules/memory/how_to/:path*",
+      "destination": "/docs/modules/memory/:path*"
+    },
+    {
+      "source": "/docs/modules/model_io/models/chat/how_to/:path*",
+      "destination": "/docs/modules/model_io/models/chat/:path*"
+    },
+    {
+      "source": "/docs/modules/model_io/models/llms/how_to/:path*",
+      "destination": "/docs/modules/model_io/models/llms/:path*"
     },
     {
       "source": "/en/latest/modules/indexes/:path*",
@@ -2149,4 +3741,4 @@
       "destination": "/docs/:path*"
     }
   ]
-}
+}
\ No newline at end of file
diff --git a/docs/extras/modules/callbacks/integrations/argilla.ipynb b/docs/extras/integrations/callbacks/argilla.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/integrations/argilla.ipynb
rename to docs/extras/integrations/callbacks/argilla.ipynb
diff --git a/docs/extras/modules/callbacks/integrations/context.ipynb b/docs/extras/integrations/callbacks/context.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/integrations/context.ipynb
rename to docs/extras/integrations/callbacks/context.ipynb
diff --git a/docs/extras/integrations/callbacks/index.mdx b/docs/extras/integrations/callbacks/index.mdx
new file mode 100644
index 0000000000..7176ba9e6c
--- /dev/null
+++ b/docs/extras/integrations/callbacks/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Callbacks
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/callbacks/integrations/infino.ipynb b/docs/extras/integrations/callbacks/infino.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/integrations/infino.ipynb
rename to docs/extras/integrations/callbacks/infino.ipynb
diff --git a/docs/extras/modules/callbacks/integrations/promptlayer.ipynb b/docs/extras/integrations/callbacks/promptlayer.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/integrations/promptlayer.ipynb
rename to docs/extras/integrations/callbacks/promptlayer.ipynb
diff --git a/docs/extras/modules/callbacks/integrations/streamlit.md b/docs/extras/integrations/callbacks/streamlit.md
similarity index 100%
rename from docs/extras/modules/callbacks/integrations/streamlit.md
rename to docs/extras/integrations/callbacks/streamlit.md
diff --git a/docs/extras/modules/model_io/models/chat/integrations/anthropic.ipynb b/docs/extras/integrations/chat/anthropic.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/anthropic.ipynb
rename to docs/extras/integrations/chat/anthropic.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/integrations/azure_chat_openai.ipynb b/docs/extras/integrations/chat/azure_chat_openai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/azure_chat_openai.ipynb
rename to docs/extras/integrations/chat/azure_chat_openai.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/integrations/google_vertex_ai_palm.ipynb b/docs/extras/integrations/chat/google_vertex_ai_palm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/google_vertex_ai_palm.ipynb
rename to docs/extras/integrations/chat/google_vertex_ai_palm.ipynb
diff --git a/docs/extras/integrations/chat/index.mdx b/docs/extras/integrations/chat/index.mdx
new file mode 100644
index 0000000000..a11980fa1d
--- /dev/null
+++ b/docs/extras/integrations/chat/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Chat models
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/model_io/models/chat/integrations/jinachat.ipynb b/docs/extras/integrations/chat/jinachat.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/jinachat.ipynb
rename to docs/extras/integrations/chat/jinachat.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/integrations/llama_api.ipynb b/docs/extras/integrations/chat/llama_api.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/llama_api.ipynb
rename to docs/extras/integrations/chat/llama_api.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/integrations/openai.ipynb b/docs/extras/integrations/chat/openai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/openai.ipynb
rename to docs/extras/integrations/chat/openai.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/integrations/promptlayer_chatopenai.ipynb b/docs/extras/integrations/chat/promptlayer_chatopenai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/integrations/promptlayer_chatopenai.ipynb
rename to docs/extras/integrations/chat/promptlayer_chatopenai.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/acreom.ipynb b/docs/extras/integrations/document_loaders/acreom.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/acreom.ipynb
rename to docs/extras/integrations/document_loaders/acreom.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/airbyte_json.ipynb b/docs/extras/integrations/document_loaders/airbyte_json.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/airbyte_json.ipynb
rename to docs/extras/integrations/document_loaders/airbyte_json.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/airtable.ipynb b/docs/extras/integrations/document_loaders/airtable.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/airtable.ipynb
rename to docs/extras/integrations/document_loaders/airtable.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/alibaba_cloud_maxcompute.ipynb b/docs/extras/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/alibaba_cloud_maxcompute.ipynb
rename to docs/extras/integrations/document_loaders/alibaba_cloud_maxcompute.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/apify_dataset.ipynb b/docs/extras/integrations/document_loaders/apify_dataset.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/apify_dataset.ipynb
rename to docs/extras/integrations/document_loaders/apify_dataset.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/arxiv.ipynb b/docs/extras/integrations/document_loaders/arxiv.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/arxiv.ipynb
rename to docs/extras/integrations/document_loaders/arxiv.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/async_html.ipynb b/docs/extras/integrations/document_loaders/async_html.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/async_html.ipynb
rename to docs/extras/integrations/document_loaders/async_html.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/aws_s3_directory.ipynb b/docs/extras/integrations/document_loaders/aws_s3_directory.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/aws_s3_directory.ipynb
rename to docs/extras/integrations/document_loaders/aws_s3_directory.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/aws_s3_file.ipynb b/docs/extras/integrations/document_loaders/aws_s3_file.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/aws_s3_file.ipynb
rename to docs/extras/integrations/document_loaders/aws_s3_file.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/azlyrics.ipynb b/docs/extras/integrations/document_loaders/azlyrics.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/azlyrics.ipynb
rename to docs/extras/integrations/document_loaders/azlyrics.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/azure_blob_storage_container.ipynb b/docs/extras/integrations/document_loaders/azure_blob_storage_container.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/azure_blob_storage_container.ipynb
rename to docs/extras/integrations/document_loaders/azure_blob_storage_container.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/azure_blob_storage_file.ipynb b/docs/extras/integrations/document_loaders/azure_blob_storage_file.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/azure_blob_storage_file.ipynb
rename to docs/extras/integrations/document_loaders/azure_blob_storage_file.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/bibtex.ipynb b/docs/extras/integrations/document_loaders/bibtex.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/bibtex.ipynb
rename to docs/extras/integrations/document_loaders/bibtex.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/bilibili.ipynb b/docs/extras/integrations/document_loaders/bilibili.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/bilibili.ipynb
rename to docs/extras/integrations/document_loaders/bilibili.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/blackboard.ipynb b/docs/extras/integrations/document_loaders/blackboard.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/blackboard.ipynb
rename to docs/extras/integrations/document_loaders/blackboard.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/blockchain.ipynb b/docs/extras/integrations/document_loaders/blockchain.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/blockchain.ipynb
rename to docs/extras/integrations/document_loaders/blockchain.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/brave_search.ipynb b/docs/extras/integrations/document_loaders/brave_search.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/brave_search.ipynb
rename to docs/extras/integrations/document_loaders/brave_search.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/browserless.ipynb b/docs/extras/integrations/document_loaders/browserless.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/browserless.ipynb
rename to docs/extras/integrations/document_loaders/browserless.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/chatgpt_loader.ipynb b/docs/extras/integrations/document_loaders/chatgpt_loader.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/chatgpt_loader.ipynb
rename to docs/extras/integrations/document_loaders/chatgpt_loader.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/college_confidential.ipynb b/docs/extras/integrations/document_loaders/college_confidential.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/college_confidential.ipynb
rename to docs/extras/integrations/document_loaders/college_confidential.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/confluence.ipynb b/docs/extras/integrations/document_loaders/confluence.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/confluence.ipynb
rename to docs/extras/integrations/document_loaders/confluence.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/conll-u.ipynb b/docs/extras/integrations/document_loaders/conll-u.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/conll-u.ipynb
rename to docs/extras/integrations/document_loaders/conll-u.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/copypaste.ipynb b/docs/extras/integrations/document_loaders/copypaste.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/copypaste.ipynb
rename to docs/extras/integrations/document_loaders/copypaste.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/csv.ipynb b/docs/extras/integrations/document_loaders/csv.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/csv.ipynb
rename to docs/extras/integrations/document_loaders/csv.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/cube_semantic.ipynb b/docs/extras/integrations/document_loaders/cube_semantic.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/cube_semantic.ipynb
rename to docs/extras/integrations/document_loaders/cube_semantic.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/datadog_logs.ipynb b/docs/extras/integrations/document_loaders/datadog_logs.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/datadog_logs.ipynb
rename to docs/extras/integrations/document_loaders/datadog_logs.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/diffbot.ipynb b/docs/extras/integrations/document_loaders/diffbot.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/diffbot.ipynb
rename to docs/extras/integrations/document_loaders/diffbot.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/discord.ipynb b/docs/extras/integrations/document_loaders/discord.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/discord.ipynb
rename to docs/extras/integrations/document_loaders/discord.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/docugami.ipynb b/docs/extras/integrations/document_loaders/docugami.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/docugami.ipynb
rename to docs/extras/integrations/document_loaders/docugami.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/duckdb.ipynb b/docs/extras/integrations/document_loaders/duckdb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/duckdb.ipynb
rename to docs/extras/integrations/document_loaders/duckdb.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/email.ipynb b/docs/extras/integrations/document_loaders/email.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/email.ipynb
rename to docs/extras/integrations/document_loaders/email.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/embaas.ipynb b/docs/extras/integrations/document_loaders/embaas.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/embaas.ipynb
rename to docs/extras/integrations/document_loaders/embaas.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/epub.ipynb b/docs/extras/integrations/document_loaders/epub.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/epub.ipynb
rename to docs/extras/integrations/document_loaders/epub.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/evernote.ipynb b/docs/extras/integrations/document_loaders/evernote.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/evernote.ipynb
rename to docs/extras/integrations/document_loaders/evernote.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/README.org b/docs/extras/integrations/document_loaders/example_data/README.org
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/README.org
rename to docs/extras/integrations/document_loaders/example_data/README.org
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/README.rst b/docs/extras/integrations/document_loaders/example_data/README.rst
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/README.rst
rename to docs/extras/integrations/document_loaders/example_data/README.rst
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/conllu.conllu b/docs/extras/integrations/document_loaders/example_data/conllu.conllu
similarity index 98%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/conllu.conllu
rename to docs/extras/integrations/document_loaders/example_data/conllu.conllu
index d7f9dc9771..090c55a7fc 100644
--- a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/conllu.conllu
+++ b/docs/extras/integrations/document_loaders/example_data/conllu.conllu
@@ -1,8 +1,8 @@
-# sent_id = 1
-# text = They buy and sell books.
-1	They	they	PRON	PRP	Case=Nom|Number=Plur	2	nsubj	2:nsubj|4:nsubj	_
-2	buy	buy	VERB	VBP	Number=Plur|Person=3|Tense=Pres	0	root	0:root	_
-3	and	and	CONJ	CC 	_	4	cc	4:cc	_
-4	sell	sell	VERB	VBP	Number=Plur|Person=3|Tense=Pres	2	conj	0:root|2:conj	_
-5	books	book	NOUN	NNS	Number=Plur	2	obj	2:obj|4:obj	SpaceAfter=No
-6	.	.	PUNCT	.	_	2	punct	2:punct	_
+# sent_id = 1
+# text = They buy and sell books.
+1	They	they	PRON	PRP	Case=Nom|Number=Plur	2	nsubj	2:nsubj|4:nsubj	_
+2	buy	buy	VERB	VBP	Number=Plur|Person=3|Tense=Pres	0	root	0:root	_
+3	and	and	CONJ	CC 	_	4	cc	4:cc	_
+4	sell	sell	VERB	VBP	Number=Plur|Person=3|Tense=Pres	2	conj	0:root|2:conj	_
+5	books	book	NOUN	NNS	Number=Plur	2	obj	2:obj|4:obj	SpaceAfter=No
+6	.	.	PUNCT	.	_	2	punct	2:punct	_
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/facebook_chat.json b/docs/extras/integrations/document_loaders/example_data/facebook_chat.json
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/facebook_chat.json
rename to docs/extras/integrations/document_loaders/example_data/facebook_chat.json
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/facebook_chat_messages.jsonl b/docs/extras/integrations/document_loaders/example_data/facebook_chat_messages.jsonl
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/facebook_chat_messages.jsonl
rename to docs/extras/integrations/document_loaders/example_data/facebook_chat_messages.jsonl
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/factbook.xml b/docs/extras/integrations/document_loaders/example_data/factbook.xml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/factbook.xml
rename to docs/extras/integrations/document_loaders/example_data/factbook.xml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-content.html b/docs/extras/integrations/document_loaders/example_data/fake-content.html
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-content.html
rename to docs/extras/integrations/document_loaders/example_data/fake-content.html
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email-attachment.eml b/docs/extras/integrations/document_loaders/example_data/fake-email-attachment.eml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email-attachment.eml
rename to docs/extras/integrations/document_loaders/example_data/fake-email-attachment.eml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email.eml b/docs/extras/integrations/document_loaders/example_data/fake-email.eml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email.eml
rename to docs/extras/integrations/document_loaders/example_data/fake-email.eml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email.msg b/docs/extras/integrations/document_loaders/example_data/fake-email.msg
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-email.msg
rename to docs/extras/integrations/document_loaders/example_data/fake-email.msg
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-power-point.pptx b/docs/extras/integrations/document_loaders/example_data/fake-power-point.pptx
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake-power-point.pptx
rename to docs/extras/integrations/document_loaders/example_data/fake-power-point.pptx
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake.docx b/docs/extras/integrations/document_loaders/example_data/fake.docx
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake.docx
rename to docs/extras/integrations/document_loaders/example_data/fake.docx
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake.odt b/docs/extras/integrations/document_loaders/example_data/fake.odt
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake.odt
rename to docs/extras/integrations/document_loaders/example_data/fake.odt
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_conversations.json b/docs/extras/integrations/document_loaders/example_data/fake_conversations.json
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_conversations.json
rename to docs/extras/integrations/document_loaders/example_data/fake_conversations.json
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/output.txt b/docs/extras/integrations/document_loaders/example_data/fake_discord_data/output.txt
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/output.txt
rename to docs/extras/integrations/document_loaders/example_data/fake_discord_data/output.txt
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c105765859191975936/messages.csv b/docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c105765859191975936/messages.csv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c105765859191975936/messages.csv
rename to docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c105765859191975936/messages.csv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c278566343836565505/messages.csv b/docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c278566343836565505/messages.csv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c278566343836565505/messages.csv
rename to docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c278566343836565505/messages.csv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c279692806442844161/messages.csv b/docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c279692806442844161/messages.csv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c279692806442844161/messages.csv
rename to docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c279692806442844161/messages.csv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv b/docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv
rename to docs/extras/integrations/document_loaders/example_data/fake_discord_data/package/messages/c280973436971515906/messages.csv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_rule.toml b/docs/extras/integrations/document_loaders/example_data/fake_rule.toml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/fake_rule.toml
rename to docs/extras/integrations/document_loaders/example_data/fake_rule.toml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/layout-parser-paper.pdf b/docs/extras/integrations/document_loaders/example_data/layout-parser-paper.pdf
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/layout-parser-paper.pdf
rename to docs/extras/integrations/document_loaders/example_data/layout-parser-paper.pdf
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/mlb_teams_2012.csv b/docs/extras/integrations/document_loaders/example_data/mlb_teams_2012.csv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/mlb_teams_2012.csv
rename to docs/extras/integrations/document_loaders/example_data/mlb_teams_2012.csv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/notebook.md b/docs/extras/integrations/document_loaders/example_data/notebook.md
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/notebook.md
rename to docs/extras/integrations/document_loaders/example_data/notebook.md
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/sitemap.xml b/docs/extras/integrations/document_loaders/example_data/sitemap.xml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/sitemap.xml
rename to docs/extras/integrations/document_loaders/example_data/sitemap.xml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/source_code/example.js b/docs/extras/integrations/document_loaders/example_data/source_code/example.js
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/source_code/example.js
rename to docs/extras/integrations/document_loaders/example_data/source_code/example.js
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/source_code/example.py b/docs/extras/integrations/document_loaders/example_data/source_code/example.py
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/source_code/example.py
rename to docs/extras/integrations/document_loaders/example_data/source_code/example.py
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/stanley-cups.tsv b/docs/extras/integrations/document_loaders/example_data/stanley-cups.tsv
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/stanley-cups.tsv
rename to docs/extras/integrations/document_loaders/example_data/stanley-cups.tsv
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/stanley-cups.xlsx b/docs/extras/integrations/document_loaders/example_data/stanley-cups.xlsx
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/stanley-cups.xlsx
rename to docs/extras/integrations/document_loaders/example_data/stanley-cups.xlsx
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/telegram.json b/docs/extras/integrations/document_loaders/example_data/telegram.json
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/telegram.json
rename to docs/extras/integrations/document_loaders/example_data/telegram.json
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/testing.enex b/docs/extras/integrations/document_loaders/example_data/testing.enex
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/testing.enex
rename to docs/extras/integrations/document_loaders/example_data/testing.enex
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/testmw_pages_current.xml b/docs/extras/integrations/document_loaders/example_data/testmw_pages_current.xml
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/testmw_pages_current.xml
rename to docs/extras/integrations/document_loaders/example_data/testmw_pages_current.xml
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/example_data/whatsapp_chat.txt b/docs/extras/integrations/document_loaders/example_data/whatsapp_chat.txt
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/example_data/whatsapp_chat.txt
rename to docs/extras/integrations/document_loaders/example_data/whatsapp_chat.txt
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/excel.ipynb b/docs/extras/integrations/document_loaders/excel.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/excel.ipynb
rename to docs/extras/integrations/document_loaders/excel.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/facebook_chat.ipynb b/docs/extras/integrations/document_loaders/facebook_chat.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/facebook_chat.ipynb
rename to docs/extras/integrations/document_loaders/facebook_chat.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/fauna.ipynb b/docs/extras/integrations/document_loaders/fauna.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/fauna.ipynb
rename to docs/extras/integrations/document_loaders/fauna.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/figma.ipynb b/docs/extras/integrations/document_loaders/figma.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/figma.ipynb
rename to docs/extras/integrations/document_loaders/figma.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/geopandas.ipynb b/docs/extras/integrations/document_loaders/geopandas.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/geopandas.ipynb
rename to docs/extras/integrations/document_loaders/geopandas.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/git.ipynb b/docs/extras/integrations/document_loaders/git.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/git.ipynb
rename to docs/extras/integrations/document_loaders/git.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/gitbook.ipynb b/docs/extras/integrations/document_loaders/gitbook.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/gitbook.ipynb
rename to docs/extras/integrations/document_loaders/gitbook.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/github.ipynb b/docs/extras/integrations/document_loaders/github.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/github.ipynb
rename to docs/extras/integrations/document_loaders/github.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/google_bigquery.ipynb b/docs/extras/integrations/document_loaders/google_bigquery.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/google_bigquery.ipynb
rename to docs/extras/integrations/document_loaders/google_bigquery.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/google_cloud_storage_directory.ipynb b/docs/extras/integrations/document_loaders/google_cloud_storage_directory.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/google_cloud_storage_directory.ipynb
rename to docs/extras/integrations/document_loaders/google_cloud_storage_directory.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/google_cloud_storage_file.ipynb b/docs/extras/integrations/document_loaders/google_cloud_storage_file.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/google_cloud_storage_file.ipynb
rename to docs/extras/integrations/document_loaders/google_cloud_storage_file.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/google_drive.ipynb b/docs/extras/integrations/document_loaders/google_drive.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/google_drive.ipynb
rename to docs/extras/integrations/document_loaders/google_drive.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/grobid.ipynb b/docs/extras/integrations/document_loaders/grobid.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/grobid.ipynb
rename to docs/extras/integrations/document_loaders/grobid.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/gutenberg.ipynb b/docs/extras/integrations/document_loaders/gutenberg.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/gutenberg.ipynb
rename to docs/extras/integrations/document_loaders/gutenberg.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/hacker_news.ipynb b/docs/extras/integrations/document_loaders/hacker_news.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/hacker_news.ipynb
rename to docs/extras/integrations/document_loaders/hacker_news.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/hugging_face_dataset.ipynb b/docs/extras/integrations/document_loaders/hugging_face_dataset.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/hugging_face_dataset.ipynb
rename to docs/extras/integrations/document_loaders/hugging_face_dataset.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/ifixit.ipynb b/docs/extras/integrations/document_loaders/ifixit.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/ifixit.ipynb
rename to docs/extras/integrations/document_loaders/ifixit.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/image.ipynb b/docs/extras/integrations/document_loaders/image.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/image.ipynb
rename to docs/extras/integrations/document_loaders/image.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/image_captions.ipynb b/docs/extras/integrations/document_loaders/image_captions.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/image_captions.ipynb
rename to docs/extras/integrations/document_loaders/image_captions.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/imsdb.ipynb b/docs/extras/integrations/document_loaders/imsdb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/imsdb.ipynb
rename to docs/extras/integrations/document_loaders/imsdb.ipynb
diff --git a/docs/extras/integrations/document_loaders/index.mdx b/docs/extras/integrations/document_loaders/index.mdx
new file mode 100644
index 0000000000..a37e68bfa5
--- /dev/null
+++ b/docs/extras/integrations/document_loaders/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Document loaders
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/iugu.ipynb b/docs/extras/integrations/document_loaders/iugu.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/iugu.ipynb
rename to docs/extras/integrations/document_loaders/iugu.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/joplin.ipynb b/docs/extras/integrations/document_loaders/joplin.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/joplin.ipynb
rename to docs/extras/integrations/document_loaders/joplin.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/jupyter_notebook.ipynb b/docs/extras/integrations/document_loaders/jupyter_notebook.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/jupyter_notebook.ipynb
rename to docs/extras/integrations/document_loaders/jupyter_notebook.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/larksuite.ipynb b/docs/extras/integrations/document_loaders/larksuite.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/larksuite.ipynb
rename to docs/extras/integrations/document_loaders/larksuite.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/mastodon.ipynb b/docs/extras/integrations/document_loaders/mastodon.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/mastodon.ipynb
rename to docs/extras/integrations/document_loaders/mastodon.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/mediawikidump.ipynb b/docs/extras/integrations/document_loaders/mediawikidump.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/mediawikidump.ipynb
rename to docs/extras/integrations/document_loaders/mediawikidump.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/merge_doc_loader.ipynb b/docs/extras/integrations/document_loaders/merge_doc_loader.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/merge_doc_loader.ipynb
rename to docs/extras/integrations/document_loaders/merge_doc_loader.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/mhtml.ipynb b/docs/extras/integrations/document_loaders/mhtml.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/mhtml.ipynb
rename to docs/extras/integrations/document_loaders/mhtml.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/microsoft_onedrive.ipynb b/docs/extras/integrations/document_loaders/microsoft_onedrive.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/microsoft_onedrive.ipynb
rename to docs/extras/integrations/document_loaders/microsoft_onedrive.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/microsoft_powerpoint.ipynb b/docs/extras/integrations/document_loaders/microsoft_powerpoint.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/microsoft_powerpoint.ipynb
rename to docs/extras/integrations/document_loaders/microsoft_powerpoint.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/microsoft_word.ipynb b/docs/extras/integrations/document_loaders/microsoft_word.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/microsoft_word.ipynb
rename to docs/extras/integrations/document_loaders/microsoft_word.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/modern_treasury.ipynb b/docs/extras/integrations/document_loaders/modern_treasury.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/modern_treasury.ipynb
rename to docs/extras/integrations/document_loaders/modern_treasury.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/notion.ipynb b/docs/extras/integrations/document_loaders/notion.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/notion.ipynb
rename to docs/extras/integrations/document_loaders/notion.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/notiondb.ipynb b/docs/extras/integrations/document_loaders/notiondb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/notiondb.ipynb
rename to docs/extras/integrations/document_loaders/notiondb.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/obsidian.ipynb b/docs/extras/integrations/document_loaders/obsidian.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/obsidian.ipynb
rename to docs/extras/integrations/document_loaders/obsidian.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/odt.ipynb b/docs/extras/integrations/document_loaders/odt.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/odt.ipynb
rename to docs/extras/integrations/document_loaders/odt.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/open_city_data.ipynb b/docs/extras/integrations/document_loaders/open_city_data.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/open_city_data.ipynb
rename to docs/extras/integrations/document_loaders/open_city_data.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/org_mode.ipynb b/docs/extras/integrations/document_loaders/org_mode.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/org_mode.ipynb
rename to docs/extras/integrations/document_loaders/org_mode.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/pandas_dataframe.ipynb b/docs/extras/integrations/document_loaders/pandas_dataframe.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/pandas_dataframe.ipynb
rename to docs/extras/integrations/document_loaders/pandas_dataframe.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/psychic.ipynb b/docs/extras/integrations/document_loaders/psychic.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/psychic.ipynb
rename to docs/extras/integrations/document_loaders/psychic.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/pyspark_dataframe.ipynb b/docs/extras/integrations/document_loaders/pyspark_dataframe.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/pyspark_dataframe.ipynb
rename to docs/extras/integrations/document_loaders/pyspark_dataframe.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/readthedocs_documentation.ipynb b/docs/extras/integrations/document_loaders/readthedocs_documentation.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/readthedocs_documentation.ipynb
rename to docs/extras/integrations/document_loaders/readthedocs_documentation.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/recursive_url_loader.ipynb b/docs/extras/integrations/document_loaders/recursive_url_loader.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/recursive_url_loader.ipynb
rename to docs/extras/integrations/document_loaders/recursive_url_loader.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/reddit.ipynb b/docs/extras/integrations/document_loaders/reddit.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/reddit.ipynb
rename to docs/extras/integrations/document_loaders/reddit.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/roam.ipynb b/docs/extras/integrations/document_loaders/roam.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/roam.ipynb
rename to docs/extras/integrations/document_loaders/roam.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/rockset.ipynb b/docs/extras/integrations/document_loaders/rockset.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/rockset.ipynb
rename to docs/extras/integrations/document_loaders/rockset.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/rst.ipynb b/docs/extras/integrations/document_loaders/rst.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/rst.ipynb
rename to docs/extras/integrations/document_loaders/rst.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/sitemap.ipynb b/docs/extras/integrations/document_loaders/sitemap.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/sitemap.ipynb
rename to docs/extras/integrations/document_loaders/sitemap.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/slack.ipynb b/docs/extras/integrations/document_loaders/slack.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/slack.ipynb
rename to docs/extras/integrations/document_loaders/slack.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/snowflake.ipynb b/docs/extras/integrations/document_loaders/snowflake.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/snowflake.ipynb
rename to docs/extras/integrations/document_loaders/snowflake.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/source_code.ipynb b/docs/extras/integrations/document_loaders/source_code.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/source_code.ipynb
rename to docs/extras/integrations/document_loaders/source_code.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/spreedly.ipynb b/docs/extras/integrations/document_loaders/spreedly.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/spreedly.ipynb
rename to docs/extras/integrations/document_loaders/spreedly.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/stripe.ipynb b/docs/extras/integrations/document_loaders/stripe.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/stripe.ipynb
rename to docs/extras/integrations/document_loaders/stripe.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/subtitle.ipynb b/docs/extras/integrations/document_loaders/subtitle.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/subtitle.ipynb
rename to docs/extras/integrations/document_loaders/subtitle.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/telegram.ipynb b/docs/extras/integrations/document_loaders/telegram.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/telegram.ipynb
rename to docs/extras/integrations/document_loaders/telegram.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/tencent_cos_directory.ipynb b/docs/extras/integrations/document_loaders/tencent_cos_directory.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/tencent_cos_directory.ipynb
rename to docs/extras/integrations/document_loaders/tencent_cos_directory.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/tencent_cos_file.ipynb b/docs/extras/integrations/document_loaders/tencent_cos_file.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/tencent_cos_file.ipynb
rename to docs/extras/integrations/document_loaders/tencent_cos_file.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/tomarkdown.ipynb b/docs/extras/integrations/document_loaders/tomarkdown.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/tomarkdown.ipynb
rename to docs/extras/integrations/document_loaders/tomarkdown.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/toml.ipynb b/docs/extras/integrations/document_loaders/toml.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/toml.ipynb
rename to docs/extras/integrations/document_loaders/toml.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/trello.ipynb b/docs/extras/integrations/document_loaders/trello.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/trello.ipynb
rename to docs/extras/integrations/document_loaders/trello.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/tsv.ipynb b/docs/extras/integrations/document_loaders/tsv.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/tsv.ipynb
rename to docs/extras/integrations/document_loaders/tsv.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/twitter.ipynb b/docs/extras/integrations/document_loaders/twitter.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/twitter.ipynb
rename to docs/extras/integrations/document_loaders/twitter.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/unstructured_file.ipynb b/docs/extras/integrations/document_loaders/unstructured_file.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/unstructured_file.ipynb
rename to docs/extras/integrations/document_loaders/unstructured_file.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/url.ipynb b/docs/extras/integrations/document_loaders/url.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/url.ipynb
rename to docs/extras/integrations/document_loaders/url.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/weather.ipynb b/docs/extras/integrations/document_loaders/weather.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/weather.ipynb
rename to docs/extras/integrations/document_loaders/weather.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/web_base.ipynb b/docs/extras/integrations/document_loaders/web_base.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/web_base.ipynb
rename to docs/extras/integrations/document_loaders/web_base.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/whatsapp_chat.ipynb b/docs/extras/integrations/document_loaders/whatsapp_chat.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/whatsapp_chat.ipynb
rename to docs/extras/integrations/document_loaders/whatsapp_chat.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/wikipedia.ipynb b/docs/extras/integrations/document_loaders/wikipedia.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/wikipedia.ipynb
rename to docs/extras/integrations/document_loaders/wikipedia.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/xml.ipynb b/docs/extras/integrations/document_loaders/xml.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/xml.ipynb
rename to docs/extras/integrations/document_loaders/xml.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/xorbits.ipynb b/docs/extras/integrations/document_loaders/xorbits.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/xorbits.ipynb
rename to docs/extras/integrations/document_loaders/xorbits.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/youtube_audio.ipynb b/docs/extras/integrations/document_loaders/youtube_audio.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/youtube_audio.ipynb
rename to docs/extras/integrations/document_loaders/youtube_audio.ipynb
diff --git a/docs/extras/modules/data_connection/document_loaders/integrations/youtube_transcript.ipynb b/docs/extras/integrations/document_loaders/youtube_transcript.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_loaders/integrations/youtube_transcript.ipynb
rename to docs/extras/integrations/document_loaders/youtube_transcript.ipynb
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/doctran_extract_properties.ipynb b/docs/extras/integrations/document_transformers/doctran_extract_properties.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_transformers/integrations/doctran_extract_properties.ipynb
rename to docs/extras/integrations/document_transformers/doctran_extract_properties.ipynb
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/doctran_interrogate_document.ipynb b/docs/extras/integrations/document_transformers/doctran_interrogate_document.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_transformers/integrations/doctran_interrogate_document.ipynb
rename to docs/extras/integrations/document_transformers/doctran_interrogate_document.ipynb
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/doctran_translate_document.ipynb b/docs/extras/integrations/document_transformers/doctran_translate_document.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_transformers/integrations/doctran_translate_document.ipynb
rename to docs/extras/integrations/document_transformers/doctran_translate_document.ipynb
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/html2text.ipynb b/docs/extras/integrations/document_transformers/html2text.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_transformers/integrations/html2text.ipynb
rename to docs/extras/integrations/document_transformers/html2text.ipynb
diff --git a/docs/extras/integrations/document_transformers/index.mdx b/docs/extras/integrations/document_transformers/index.mdx
new file mode 100644
index 0000000000..6d0d71affb
--- /dev/null
+++ b/docs/extras/integrations/document_transformers/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Document transformers
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/openai_metadata_tagger.ipynb b/docs/extras/integrations/document_transformers/openai_metadata_tagger.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/document_transformers/integrations/openai_metadata_tagger.ipynb
rename to docs/extras/integrations/document_transformers/openai_metadata_tagger.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/ai21.ipynb b/docs/extras/integrations/llms/ai21.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/ai21.ipynb
rename to docs/extras/integrations/llms/ai21.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/aleph_alpha.ipynb b/docs/extras/integrations/llms/aleph_alpha.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/aleph_alpha.ipynb
rename to docs/extras/integrations/llms/aleph_alpha.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/amazon_api_gateway_example.ipynb b/docs/extras/integrations/llms/amazon_api_gateway_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/amazon_api_gateway_example.ipynb
rename to docs/extras/integrations/llms/amazon_api_gateway_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/anyscale.ipynb b/docs/extras/integrations/llms/anyscale.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/anyscale.ipynb
rename to docs/extras/integrations/llms/anyscale.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/azure_openai_example.ipynb b/docs/extras/integrations/llms/azure_openai_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/azure_openai_example.ipynb
rename to docs/extras/integrations/llms/azure_openai_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/azureml_endpoint_example.ipynb b/docs/extras/integrations/llms/azureml_endpoint_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/azureml_endpoint_example.ipynb
rename to docs/extras/integrations/llms/azureml_endpoint_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/banana.ipynb b/docs/extras/integrations/llms/banana.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/banana.ipynb
rename to docs/extras/integrations/llms/banana.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/baseten.ipynb b/docs/extras/integrations/llms/baseten.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/baseten.ipynb
rename to docs/extras/integrations/llms/baseten.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/beam.ipynb b/docs/extras/integrations/llms/beam.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/beam.ipynb
rename to docs/extras/integrations/llms/beam.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/bedrock.ipynb b/docs/extras/integrations/llms/bedrock.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/bedrock.ipynb
rename to docs/extras/integrations/llms/bedrock.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/cerebriumai_example.ipynb b/docs/extras/integrations/llms/cerebriumai_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/cerebriumai_example.ipynb
rename to docs/extras/integrations/llms/cerebriumai_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/chatglm.ipynb b/docs/extras/integrations/llms/chatglm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/chatglm.ipynb
rename to docs/extras/integrations/llms/chatglm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/clarifai.ipynb b/docs/extras/integrations/llms/clarifai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/clarifai.ipynb
rename to docs/extras/integrations/llms/clarifai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/cohere.ipynb b/docs/extras/integrations/llms/cohere.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/cohere.ipynb
rename to docs/extras/integrations/llms/cohere.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/ctransformers.ipynb b/docs/extras/integrations/llms/ctransformers.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/ctransformers.ipynb
rename to docs/extras/integrations/llms/ctransformers.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/databricks.ipynb b/docs/extras/integrations/llms/databricks.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/databricks.ipynb
rename to docs/extras/integrations/llms/databricks.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/deepinfra_example.ipynb b/docs/extras/integrations/llms/deepinfra_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/deepinfra_example.ipynb
rename to docs/extras/integrations/llms/deepinfra_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/forefrontai_example.ipynb b/docs/extras/integrations/llms/forefrontai_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/forefrontai_example.ipynb
rename to docs/extras/integrations/llms/forefrontai_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/google_vertex_ai_palm.ipynb b/docs/extras/integrations/llms/google_vertex_ai_palm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/google_vertex_ai_palm.ipynb
rename to docs/extras/integrations/llms/google_vertex_ai_palm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/gooseai_example.ipynb b/docs/extras/integrations/llms/gooseai_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/gooseai_example.ipynb
rename to docs/extras/integrations/llms/gooseai_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/gpt4all.ipynb b/docs/extras/integrations/llms/gpt4all.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/gpt4all.ipynb
rename to docs/extras/integrations/llms/gpt4all.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/huggingface_hub.ipynb b/docs/extras/integrations/llms/huggingface_hub.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/huggingface_hub.ipynb
rename to docs/extras/integrations/llms/huggingface_hub.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/huggingface_pipelines.ipynb b/docs/extras/integrations/llms/huggingface_pipelines.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/huggingface_pipelines.ipynb
rename to docs/extras/integrations/llms/huggingface_pipelines.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/huggingface_textgen_inference.ipynb b/docs/extras/integrations/llms/huggingface_textgen_inference.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/huggingface_textgen_inference.ipynb
rename to docs/extras/integrations/llms/huggingface_textgen_inference.ipynb
diff --git a/docs/extras/integrations/llms/index.mdx b/docs/extras/integrations/llms/index.mdx
new file mode 100644
index 0000000000..8359b693f5
--- /dev/null
+++ b/docs/extras/integrations/llms/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# LLMs
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/model_io/models/llms/integrations/jsonformer_experimental.ipynb b/docs/extras/integrations/llms/jsonformer_experimental.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/jsonformer_experimental.ipynb
rename to docs/extras/integrations/llms/jsonformer_experimental.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/koboldai.ipynb b/docs/extras/integrations/llms/koboldai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/koboldai.ipynb
rename to docs/extras/integrations/llms/koboldai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/llamacpp.ipynb b/docs/extras/integrations/llms/llamacpp.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/llamacpp.ipynb
rename to docs/extras/integrations/llms/llamacpp.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/llm_caching.ipynb b/docs/extras/integrations/llms/llm_caching.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/llm_caching.ipynb
rename to docs/extras/integrations/llms/llm_caching.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/manifest.ipynb b/docs/extras/integrations/llms/manifest.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/manifest.ipynb
rename to docs/extras/integrations/llms/manifest.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/modal.ipynb b/docs/extras/integrations/llms/modal.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/modal.ipynb
rename to docs/extras/integrations/llms/modal.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/mosaicml.ipynb b/docs/extras/integrations/llms/mosaicml.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/mosaicml.ipynb
rename to docs/extras/integrations/llms/mosaicml.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/nlpcloud.ipynb b/docs/extras/integrations/llms/nlpcloud.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/nlpcloud.ipynb
rename to docs/extras/integrations/llms/nlpcloud.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/octoai.ipynb b/docs/extras/integrations/llms/octoai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/octoai.ipynb
rename to docs/extras/integrations/llms/octoai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/openai.ipynb b/docs/extras/integrations/llms/openai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/openai.ipynb
rename to docs/extras/integrations/llms/openai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/openllm.ipynb b/docs/extras/integrations/llms/openllm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/openllm.ipynb
rename to docs/extras/integrations/llms/openllm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/openlm.ipynb b/docs/extras/integrations/llms/openlm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/openlm.ipynb
rename to docs/extras/integrations/llms/openlm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/petals_example.ipynb b/docs/extras/integrations/llms/petals_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/petals_example.ipynb
rename to docs/extras/integrations/llms/petals_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/pipelineai_example.ipynb b/docs/extras/integrations/llms/pipelineai_example.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/pipelineai_example.ipynb
rename to docs/extras/integrations/llms/pipelineai_example.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/predibase.ipynb b/docs/extras/integrations/llms/predibase.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/predibase.ipynb
rename to docs/extras/integrations/llms/predibase.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/predictionguard.ipynb b/docs/extras/integrations/llms/predictionguard.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/predictionguard.ipynb
rename to docs/extras/integrations/llms/predictionguard.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/promptlayer_openai.ipynb b/docs/extras/integrations/llms/promptlayer_openai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/promptlayer_openai.ipynb
rename to docs/extras/integrations/llms/promptlayer_openai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/rellm_experimental.ipynb b/docs/extras/integrations/llms/rellm_experimental.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/rellm_experimental.ipynb
rename to docs/extras/integrations/llms/rellm_experimental.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/replicate.ipynb b/docs/extras/integrations/llms/replicate.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/replicate.ipynb
rename to docs/extras/integrations/llms/replicate.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/runhouse.ipynb b/docs/extras/integrations/llms/runhouse.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/runhouse.ipynb
rename to docs/extras/integrations/llms/runhouse.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/sagemaker.ipynb b/docs/extras/integrations/llms/sagemaker.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/sagemaker.ipynb
rename to docs/extras/integrations/llms/sagemaker.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/stochasticai.ipynb b/docs/extras/integrations/llms/stochasticai.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/stochasticai.ipynb
rename to docs/extras/integrations/llms/stochasticai.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/textgen.ipynb b/docs/extras/integrations/llms/textgen.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/textgen.ipynb
rename to docs/extras/integrations/llms/textgen.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/tongyi.ipynb b/docs/extras/integrations/llms/tongyi.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/tongyi.ipynb
rename to docs/extras/integrations/llms/tongyi.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/integrations/writer.ipynb b/docs/extras/integrations/llms/writer.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/integrations/writer.ipynb
rename to docs/extras/integrations/llms/writer.ipynb
diff --git a/docs/extras/modules/memory/integrations/cassandra_chat_message_history.ipynb b/docs/extras/integrations/memory/cassandra_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/cassandra_chat_message_history.ipynb
rename to docs/extras/integrations/memory/cassandra_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/dynamodb_chat_message_history.ipynb b/docs/extras/integrations/memory/dynamodb_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/dynamodb_chat_message_history.ipynb
rename to docs/extras/integrations/memory/dynamodb_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/entity_memory_with_sqlite.ipynb b/docs/extras/integrations/memory/entity_memory_with_sqlite.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/entity_memory_with_sqlite.ipynb
rename to docs/extras/integrations/memory/entity_memory_with_sqlite.ipynb
diff --git a/docs/extras/integrations/memory/index.mdx b/docs/extras/integrations/memory/index.mdx
new file mode 100644
index 0000000000..a053b3ec72
--- /dev/null
+++ b/docs/extras/integrations/memory/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Memory
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/memory/integrations/momento_chat_message_history.ipynb b/docs/extras/integrations/memory/momento_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/momento_chat_message_history.ipynb
rename to docs/extras/integrations/memory/momento_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/mongodb_chat_message_history.ipynb b/docs/extras/integrations/memory/mongodb_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/mongodb_chat_message_history.ipynb
rename to docs/extras/integrations/memory/mongodb_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/motorhead_memory.ipynb b/docs/extras/integrations/memory/motorhead_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/motorhead_memory.ipynb
rename to docs/extras/integrations/memory/motorhead_memory.ipynb
diff --git a/docs/extras/modules/memory/integrations/motorhead_memory_managed.ipynb b/docs/extras/integrations/memory/motorhead_memory_managed.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/motorhead_memory_managed.ipynb
rename to docs/extras/integrations/memory/motorhead_memory_managed.ipynb
diff --git a/docs/extras/modules/memory/integrations/postgres_chat_message_history.ipynb b/docs/extras/integrations/memory/postgres_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/postgres_chat_message_history.ipynb
rename to docs/extras/integrations/memory/postgres_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/redis_chat_message_history.ipynb b/docs/extras/integrations/memory/redis_chat_message_history.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/redis_chat_message_history.ipynb
rename to docs/extras/integrations/memory/redis_chat_message_history.ipynb
diff --git a/docs/extras/modules/memory/integrations/zep_memory.ipynb b/docs/extras/integrations/memory/zep_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/integrations/zep_memory.ipynb
rename to docs/extras/integrations/memory/zep_memory.ipynb
diff --git a/docs/extras/integrations/agent_with_wandb_tracing.ipynb b/docs/extras/integrations/providers/agent_with_wandb_tracing.ipynb
similarity index 100%
rename from docs/extras/integrations/agent_with_wandb_tracing.ipynb
rename to docs/extras/integrations/providers/agent_with_wandb_tracing.ipynb
diff --git a/docs/extras/integrations/ai21.mdx b/docs/extras/integrations/providers/ai21.mdx
similarity index 100%
rename from docs/extras/integrations/ai21.mdx
rename to docs/extras/integrations/providers/ai21.mdx
diff --git a/docs/extras/integrations/aim_tracking.ipynb b/docs/extras/integrations/providers/aim_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/aim_tracking.ipynb
rename to docs/extras/integrations/providers/aim_tracking.ipynb
diff --git a/docs/extras/integrations/airbyte.mdx b/docs/extras/integrations/providers/airbyte.mdx
similarity index 100%
rename from docs/extras/integrations/airbyte.mdx
rename to docs/extras/integrations/providers/airbyte.mdx
diff --git a/docs/extras/integrations/airtable.md b/docs/extras/integrations/providers/airtable.md
similarity index 100%
rename from docs/extras/integrations/airtable.md
rename to docs/extras/integrations/providers/airtable.md
diff --git a/docs/extras/integrations/aleph_alpha.mdx b/docs/extras/integrations/providers/aleph_alpha.mdx
similarity index 100%
rename from docs/extras/integrations/aleph_alpha.mdx
rename to docs/extras/integrations/providers/aleph_alpha.mdx
diff --git a/docs/extras/integrations/alibabacloud_opensearch.md b/docs/extras/integrations/providers/alibabacloud_opensearch.md
similarity index 100%
rename from docs/extras/integrations/alibabacloud_opensearch.md
rename to docs/extras/integrations/providers/alibabacloud_opensearch.md
diff --git a/docs/extras/integrations/amazon_api_gateway.mdx b/docs/extras/integrations/providers/amazon_api_gateway.mdx
similarity index 100%
rename from docs/extras/integrations/amazon_api_gateway.mdx
rename to docs/extras/integrations/providers/amazon_api_gateway.mdx
diff --git a/docs/extras/integrations/analyticdb.mdx b/docs/extras/integrations/providers/analyticdb.mdx
similarity index 100%
rename from docs/extras/integrations/analyticdb.mdx
rename to docs/extras/integrations/providers/analyticdb.mdx
diff --git a/docs/extras/integrations/annoy.mdx b/docs/extras/integrations/providers/annoy.mdx
similarity index 100%
rename from docs/extras/integrations/annoy.mdx
rename to docs/extras/integrations/providers/annoy.mdx
diff --git a/docs/extras/integrations/anyscale.mdx b/docs/extras/integrations/providers/anyscale.mdx
similarity index 100%
rename from docs/extras/integrations/anyscale.mdx
rename to docs/extras/integrations/providers/anyscale.mdx
diff --git a/docs/extras/integrations/apify.mdx b/docs/extras/integrations/providers/apify.mdx
similarity index 100%
rename from docs/extras/integrations/apify.mdx
rename to docs/extras/integrations/providers/apify.mdx
diff --git a/docs/extras/integrations/argilla.mdx b/docs/extras/integrations/providers/argilla.mdx
similarity index 100%
rename from docs/extras/integrations/argilla.mdx
rename to docs/extras/integrations/providers/argilla.mdx
diff --git a/docs/extras/integrations/arthur_tracking.ipynb b/docs/extras/integrations/providers/arthur_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/arthur_tracking.ipynb
rename to docs/extras/integrations/providers/arthur_tracking.ipynb
diff --git a/docs/extras/integrations/arxiv.mdx b/docs/extras/integrations/providers/arxiv.mdx
similarity index 100%
rename from docs/extras/integrations/arxiv.mdx
rename to docs/extras/integrations/providers/arxiv.mdx
diff --git a/docs/extras/integrations/atlas.mdx b/docs/extras/integrations/providers/atlas.mdx
similarity index 100%
rename from docs/extras/integrations/atlas.mdx
rename to docs/extras/integrations/providers/atlas.mdx
diff --git a/docs/extras/integrations/awadb.md b/docs/extras/integrations/providers/awadb.md
similarity index 100%
rename from docs/extras/integrations/awadb.md
rename to docs/extras/integrations/providers/awadb.md
diff --git a/docs/extras/integrations/aws_s3.mdx b/docs/extras/integrations/providers/aws_s3.mdx
similarity index 100%
rename from docs/extras/integrations/aws_s3.mdx
rename to docs/extras/integrations/providers/aws_s3.mdx
diff --git a/docs/extras/integrations/azlyrics.mdx b/docs/extras/integrations/providers/azlyrics.mdx
similarity index 100%
rename from docs/extras/integrations/azlyrics.mdx
rename to docs/extras/integrations/providers/azlyrics.mdx
diff --git a/docs/extras/integrations/azure_blob_storage.mdx b/docs/extras/integrations/providers/azure_blob_storage.mdx
similarity index 100%
rename from docs/extras/integrations/azure_blob_storage.mdx
rename to docs/extras/integrations/providers/azure_blob_storage.mdx
diff --git a/docs/extras/integrations/azure_cognitive_search_.mdx b/docs/extras/integrations/providers/azure_cognitive_search_.mdx
similarity index 100%
rename from docs/extras/integrations/azure_cognitive_search_.mdx
rename to docs/extras/integrations/providers/azure_cognitive_search_.mdx
diff --git a/docs/extras/integrations/azure_openai.mdx b/docs/extras/integrations/providers/azure_openai.mdx
similarity index 100%
rename from docs/extras/integrations/azure_openai.mdx
rename to docs/extras/integrations/providers/azure_openai.mdx
diff --git a/docs/extras/integrations/bananadev.mdx b/docs/extras/integrations/providers/bananadev.mdx
similarity index 100%
rename from docs/extras/integrations/bananadev.mdx
rename to docs/extras/integrations/providers/bananadev.mdx
diff --git a/docs/extras/integrations/baseten.md b/docs/extras/integrations/providers/baseten.md
similarity index 100%
rename from docs/extras/integrations/baseten.md
rename to docs/extras/integrations/providers/baseten.md
diff --git a/docs/extras/integrations/beam.mdx b/docs/extras/integrations/providers/beam.mdx
similarity index 100%
rename from docs/extras/integrations/beam.mdx
rename to docs/extras/integrations/providers/beam.mdx
diff --git a/docs/extras/integrations/bedrock.mdx b/docs/extras/integrations/providers/bedrock.mdx
similarity index 100%
rename from docs/extras/integrations/bedrock.mdx
rename to docs/extras/integrations/providers/bedrock.mdx
diff --git a/docs/extras/integrations/bilibili.mdx b/docs/extras/integrations/providers/bilibili.mdx
similarity index 100%
rename from docs/extras/integrations/bilibili.mdx
rename to docs/extras/integrations/providers/bilibili.mdx
diff --git a/docs/extras/integrations/blackboard.mdx b/docs/extras/integrations/providers/blackboard.mdx
similarity index 100%
rename from docs/extras/integrations/blackboard.mdx
rename to docs/extras/integrations/providers/blackboard.mdx
diff --git a/docs/extras/integrations/brave_search.mdx b/docs/extras/integrations/providers/brave_search.mdx
similarity index 100%
rename from docs/extras/integrations/brave_search.mdx
rename to docs/extras/integrations/providers/brave_search.mdx
diff --git a/docs/extras/integrations/cassandra.mdx b/docs/extras/integrations/providers/cassandra.mdx
similarity index 100%
rename from docs/extras/integrations/cassandra.mdx
rename to docs/extras/integrations/providers/cassandra.mdx
diff --git a/docs/extras/integrations/cerebriumai.mdx b/docs/extras/integrations/providers/cerebriumai.mdx
similarity index 100%
rename from docs/extras/integrations/cerebriumai.mdx
rename to docs/extras/integrations/providers/cerebriumai.mdx
diff --git a/docs/extras/integrations/chaindesk.mdx b/docs/extras/integrations/providers/chaindesk.mdx
similarity index 100%
rename from docs/extras/integrations/chaindesk.mdx
rename to docs/extras/integrations/providers/chaindesk.mdx
diff --git a/docs/extras/integrations/chroma.mdx b/docs/extras/integrations/providers/chroma.mdx
similarity index 100%
rename from docs/extras/integrations/chroma.mdx
rename to docs/extras/integrations/providers/chroma.mdx
diff --git a/docs/extras/integrations/clarifai.mdx b/docs/extras/integrations/providers/clarifai.mdx
similarity index 100%
rename from docs/extras/integrations/clarifai.mdx
rename to docs/extras/integrations/providers/clarifai.mdx
diff --git a/docs/extras/integrations/clearml_tracking.ipynb b/docs/extras/integrations/providers/clearml_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/clearml_tracking.ipynb
rename to docs/extras/integrations/providers/clearml_tracking.ipynb
diff --git a/docs/extras/integrations/cnosdb.mdx b/docs/extras/integrations/providers/cnosdb.mdx
similarity index 100%
rename from docs/extras/integrations/cnosdb.mdx
rename to docs/extras/integrations/providers/cnosdb.mdx
diff --git a/docs/extras/integrations/cohere.mdx b/docs/extras/integrations/providers/cohere.mdx
similarity index 100%
rename from docs/extras/integrations/cohere.mdx
rename to docs/extras/integrations/providers/cohere.mdx
diff --git a/docs/extras/integrations/college_confidential.mdx b/docs/extras/integrations/providers/college_confidential.mdx
similarity index 100%
rename from docs/extras/integrations/college_confidential.mdx
rename to docs/extras/integrations/providers/college_confidential.mdx
diff --git a/docs/extras/integrations/comet_tracking.ipynb b/docs/extras/integrations/providers/comet_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/comet_tracking.ipynb
rename to docs/extras/integrations/providers/comet_tracking.ipynb
diff --git a/docs/extras/integrations/confluence.mdx b/docs/extras/integrations/providers/confluence.mdx
similarity index 100%
rename from docs/extras/integrations/confluence.mdx
rename to docs/extras/integrations/providers/confluence.mdx
diff --git a/docs/extras/integrations/ctransformers.mdx b/docs/extras/integrations/providers/ctransformers.mdx
similarity index 100%
rename from docs/extras/integrations/ctransformers.mdx
rename to docs/extras/integrations/providers/ctransformers.mdx
diff --git a/docs/extras/integrations/databricks.ipynb b/docs/extras/integrations/providers/databricks.ipynb
similarity index 100%
rename from docs/extras/integrations/databricks.ipynb
rename to docs/extras/integrations/providers/databricks.ipynb
diff --git a/docs/extras/integrations/databricks.md b/docs/extras/integrations/providers/databricks.md
similarity index 100%
rename from docs/extras/integrations/databricks.md
rename to docs/extras/integrations/providers/databricks.md
diff --git a/docs/extras/integrations/datadog.mdx b/docs/extras/integrations/providers/datadog.mdx
similarity index 100%
rename from docs/extras/integrations/datadog.mdx
rename to docs/extras/integrations/providers/datadog.mdx
diff --git a/docs/extras/integrations/datadog_logs.mdx b/docs/extras/integrations/providers/datadog_logs.mdx
similarity index 100%
rename from docs/extras/integrations/datadog_logs.mdx
rename to docs/extras/integrations/providers/datadog_logs.mdx
diff --git a/docs/extras/integrations/dataforseo.mdx b/docs/extras/integrations/providers/dataforseo.mdx
similarity index 100%
rename from docs/extras/integrations/dataforseo.mdx
rename to docs/extras/integrations/providers/dataforseo.mdx
diff --git a/docs/extras/integrations/deepinfra.mdx b/docs/extras/integrations/providers/deepinfra.mdx
similarity index 100%
rename from docs/extras/integrations/deepinfra.mdx
rename to docs/extras/integrations/providers/deepinfra.mdx
diff --git a/docs/extras/integrations/deeplake.mdx b/docs/extras/integrations/providers/deeplake.mdx
similarity index 100%
rename from docs/extras/integrations/deeplake.mdx
rename to docs/extras/integrations/providers/deeplake.mdx
diff --git a/docs/extras/integrations/diffbot.mdx b/docs/extras/integrations/providers/diffbot.mdx
similarity index 100%
rename from docs/extras/integrations/diffbot.mdx
rename to docs/extras/integrations/providers/diffbot.mdx
diff --git a/docs/extras/integrations/discord.mdx b/docs/extras/integrations/providers/discord.mdx
similarity index 100%
rename from docs/extras/integrations/discord.mdx
rename to docs/extras/integrations/providers/discord.mdx
diff --git a/docs/extras/integrations/docugami.mdx b/docs/extras/integrations/providers/docugami.mdx
similarity index 100%
rename from docs/extras/integrations/docugami.mdx
rename to docs/extras/integrations/providers/docugami.mdx
diff --git a/docs/extras/integrations/duckdb.mdx b/docs/extras/integrations/providers/duckdb.mdx
similarity index 100%
rename from docs/extras/integrations/duckdb.mdx
rename to docs/extras/integrations/providers/duckdb.mdx
diff --git a/docs/extras/integrations/elasticsearch.mdx b/docs/extras/integrations/providers/elasticsearch.mdx
similarity index 100%
rename from docs/extras/integrations/elasticsearch.mdx
rename to docs/extras/integrations/providers/elasticsearch.mdx
diff --git a/docs/extras/integrations/evernote.mdx b/docs/extras/integrations/providers/evernote.mdx
similarity index 100%
rename from docs/extras/integrations/evernote.mdx
rename to docs/extras/integrations/providers/evernote.mdx
diff --git a/docs/extras/integrations/facebook_chat.mdx b/docs/extras/integrations/providers/facebook_chat.mdx
similarity index 100%
rename from docs/extras/integrations/facebook_chat.mdx
rename to docs/extras/integrations/providers/facebook_chat.mdx
diff --git a/docs/extras/integrations/figma.mdx b/docs/extras/integrations/providers/figma.mdx
similarity index 100%
rename from docs/extras/integrations/figma.mdx
rename to docs/extras/integrations/providers/figma.mdx
diff --git a/docs/extras/integrations/flyte.mdx b/docs/extras/integrations/providers/flyte.mdx
similarity index 100%
rename from docs/extras/integrations/flyte.mdx
rename to docs/extras/integrations/providers/flyte.mdx
diff --git a/docs/extras/integrations/forefrontai.mdx b/docs/extras/integrations/providers/forefrontai.mdx
similarity index 100%
rename from docs/extras/integrations/forefrontai.mdx
rename to docs/extras/integrations/providers/forefrontai.mdx
diff --git a/docs/extras/integrations/git.mdx b/docs/extras/integrations/providers/git.mdx
similarity index 100%
rename from docs/extras/integrations/git.mdx
rename to docs/extras/integrations/providers/git.mdx
diff --git a/docs/extras/integrations/gitbook.mdx b/docs/extras/integrations/providers/gitbook.mdx
similarity index 100%
rename from docs/extras/integrations/gitbook.mdx
rename to docs/extras/integrations/providers/gitbook.mdx
diff --git a/docs/extras/integrations/golden.mdx b/docs/extras/integrations/providers/golden.mdx
similarity index 100%
rename from docs/extras/integrations/golden.mdx
rename to docs/extras/integrations/providers/golden.mdx
diff --git a/docs/extras/integrations/google_bigquery.mdx b/docs/extras/integrations/providers/google_bigquery.mdx
similarity index 100%
rename from docs/extras/integrations/google_bigquery.mdx
rename to docs/extras/integrations/providers/google_bigquery.mdx
diff --git a/docs/extras/integrations/google_cloud_storage.mdx b/docs/extras/integrations/providers/google_cloud_storage.mdx
similarity index 100%
rename from docs/extras/integrations/google_cloud_storage.mdx
rename to docs/extras/integrations/providers/google_cloud_storage.mdx
diff --git a/docs/extras/integrations/google_drive.mdx b/docs/extras/integrations/providers/google_drive.mdx
similarity index 100%
rename from docs/extras/integrations/google_drive.mdx
rename to docs/extras/integrations/providers/google_drive.mdx
diff --git a/docs/extras/integrations/google_search.mdx b/docs/extras/integrations/providers/google_search.mdx
similarity index 100%
rename from docs/extras/integrations/google_search.mdx
rename to docs/extras/integrations/providers/google_search.mdx
diff --git a/docs/extras/integrations/google_serper.mdx b/docs/extras/integrations/providers/google_serper.mdx
similarity index 100%
rename from docs/extras/integrations/google_serper.mdx
rename to docs/extras/integrations/providers/google_serper.mdx
diff --git a/docs/extras/integrations/gooseai.mdx b/docs/extras/integrations/providers/gooseai.mdx
similarity index 100%
rename from docs/extras/integrations/gooseai.mdx
rename to docs/extras/integrations/providers/gooseai.mdx
diff --git a/docs/extras/integrations/gpt4all.mdx b/docs/extras/integrations/providers/gpt4all.mdx
similarity index 100%
rename from docs/extras/integrations/gpt4all.mdx
rename to docs/extras/integrations/providers/gpt4all.mdx
diff --git a/docs/extras/integrations/graphsignal.mdx b/docs/extras/integrations/providers/graphsignal.mdx
similarity index 100%
rename from docs/extras/integrations/graphsignal.mdx
rename to docs/extras/integrations/providers/graphsignal.mdx
diff --git a/docs/extras/integrations/grobid.mdx b/docs/extras/integrations/providers/grobid.mdx
similarity index 100%
rename from docs/extras/integrations/grobid.mdx
rename to docs/extras/integrations/providers/grobid.mdx
diff --git a/docs/extras/integrations/gutenberg.mdx b/docs/extras/integrations/providers/gutenberg.mdx
similarity index 100%
rename from docs/extras/integrations/gutenberg.mdx
rename to docs/extras/integrations/providers/gutenberg.mdx
diff --git a/docs/extras/integrations/hacker_news.mdx b/docs/extras/integrations/providers/hacker_news.mdx
similarity index 100%
rename from docs/extras/integrations/hacker_news.mdx
rename to docs/extras/integrations/providers/hacker_news.mdx
diff --git a/docs/extras/integrations/hazy_research.mdx b/docs/extras/integrations/providers/hazy_research.mdx
similarity index 100%
rename from docs/extras/integrations/hazy_research.mdx
rename to docs/extras/integrations/providers/hazy_research.mdx
diff --git a/docs/extras/integrations/helicone.mdx b/docs/extras/integrations/providers/helicone.mdx
similarity index 100%
rename from docs/extras/integrations/helicone.mdx
rename to docs/extras/integrations/providers/helicone.mdx
diff --git a/docs/extras/integrations/hologres.mdx b/docs/extras/integrations/providers/hologres.mdx
similarity index 100%
rename from docs/extras/integrations/hologres.mdx
rename to docs/extras/integrations/providers/hologres.mdx
diff --git a/docs/extras/integrations/huggingface.mdx b/docs/extras/integrations/providers/huggingface.mdx
similarity index 100%
rename from docs/extras/integrations/huggingface.mdx
rename to docs/extras/integrations/providers/huggingface.mdx
diff --git a/docs/extras/integrations/ifixit.mdx b/docs/extras/integrations/providers/ifixit.mdx
similarity index 100%
rename from docs/extras/integrations/ifixit.mdx
rename to docs/extras/integrations/providers/ifixit.mdx
diff --git a/docs/extras/integrations/imsdb.mdx b/docs/extras/integrations/providers/imsdb.mdx
similarity index 100%
rename from docs/extras/integrations/imsdb.mdx
rename to docs/extras/integrations/providers/imsdb.mdx
diff --git a/docs/extras/integrations/providers/index.mdx b/docs/extras/integrations/providers/index.mdx
new file mode 100644
index 0000000000..b8533ea814
--- /dev/null
+++ b/docs/extras/integrations/providers/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 1
+---
+
+# Grouped by provider
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/integrations/infino.mdx b/docs/extras/integrations/providers/infino.mdx
similarity index 100%
rename from docs/extras/integrations/infino.mdx
rename to docs/extras/integrations/providers/infino.mdx
diff --git a/docs/extras/integrations/jina.mdx b/docs/extras/integrations/providers/jina.mdx
similarity index 100%
rename from docs/extras/integrations/jina.mdx
rename to docs/extras/integrations/providers/jina.mdx
diff --git a/docs/extras/integrations/lancedb.mdx b/docs/extras/integrations/providers/lancedb.mdx
similarity index 100%
rename from docs/extras/integrations/lancedb.mdx
rename to docs/extras/integrations/providers/lancedb.mdx
diff --git a/docs/extras/integrations/langchain_decorators.mdx b/docs/extras/integrations/providers/langchain_decorators.mdx
similarity index 100%
rename from docs/extras/integrations/langchain_decorators.mdx
rename to docs/extras/integrations/providers/langchain_decorators.mdx
diff --git a/docs/extras/integrations/llamacpp.mdx b/docs/extras/integrations/providers/llamacpp.mdx
similarity index 100%
rename from docs/extras/integrations/llamacpp.mdx
rename to docs/extras/integrations/providers/llamacpp.mdx
diff --git a/docs/extras/integrations/marqo.md b/docs/extras/integrations/providers/marqo.md
similarity index 100%
rename from docs/extras/integrations/marqo.md
rename to docs/extras/integrations/providers/marqo.md
diff --git a/docs/extras/integrations/mediawikidump.mdx b/docs/extras/integrations/providers/mediawikidump.mdx
similarity index 100%
rename from docs/extras/integrations/mediawikidump.mdx
rename to docs/extras/integrations/providers/mediawikidump.mdx
diff --git a/docs/extras/integrations/metal.mdx b/docs/extras/integrations/providers/metal.mdx
similarity index 100%
rename from docs/extras/integrations/metal.mdx
rename to docs/extras/integrations/providers/metal.mdx
diff --git a/docs/extras/integrations/microsoft_onedrive.mdx b/docs/extras/integrations/providers/microsoft_onedrive.mdx
similarity index 100%
rename from docs/extras/integrations/microsoft_onedrive.mdx
rename to docs/extras/integrations/providers/microsoft_onedrive.mdx
diff --git a/docs/extras/integrations/microsoft_powerpoint.mdx b/docs/extras/integrations/providers/microsoft_powerpoint.mdx
similarity index 100%
rename from docs/extras/integrations/microsoft_powerpoint.mdx
rename to docs/extras/integrations/providers/microsoft_powerpoint.mdx
diff --git a/docs/extras/integrations/microsoft_word.mdx b/docs/extras/integrations/providers/microsoft_word.mdx
similarity index 100%
rename from docs/extras/integrations/microsoft_word.mdx
rename to docs/extras/integrations/providers/microsoft_word.mdx
diff --git a/docs/extras/integrations/milvus.mdx b/docs/extras/integrations/providers/milvus.mdx
similarity index 100%
rename from docs/extras/integrations/milvus.mdx
rename to docs/extras/integrations/providers/milvus.mdx
diff --git a/docs/extras/integrations/mlflow_ai_gateway.mdx b/docs/extras/integrations/providers/mlflow_ai_gateway.mdx
similarity index 100%
rename from docs/extras/integrations/mlflow_ai_gateway.mdx
rename to docs/extras/integrations/providers/mlflow_ai_gateway.mdx
diff --git a/docs/extras/integrations/mlflow_tracking.ipynb b/docs/extras/integrations/providers/mlflow_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/mlflow_tracking.ipynb
rename to docs/extras/integrations/providers/mlflow_tracking.ipynb
diff --git a/docs/extras/integrations/modal.mdx b/docs/extras/integrations/providers/modal.mdx
similarity index 100%
rename from docs/extras/integrations/modal.mdx
rename to docs/extras/integrations/providers/modal.mdx
diff --git a/docs/extras/integrations/modelscope.mdx b/docs/extras/integrations/providers/modelscope.mdx
similarity index 100%
rename from docs/extras/integrations/modelscope.mdx
rename to docs/extras/integrations/providers/modelscope.mdx
diff --git a/docs/extras/integrations/modern_treasury.mdx b/docs/extras/integrations/providers/modern_treasury.mdx
similarity index 100%
rename from docs/extras/integrations/modern_treasury.mdx
rename to docs/extras/integrations/providers/modern_treasury.mdx
diff --git a/docs/extras/integrations/momento.mdx b/docs/extras/integrations/providers/momento.mdx
similarity index 100%
rename from docs/extras/integrations/momento.mdx
rename to docs/extras/integrations/providers/momento.mdx
diff --git a/docs/extras/integrations/motherduck.mdx b/docs/extras/integrations/providers/motherduck.mdx
similarity index 100%
rename from docs/extras/integrations/motherduck.mdx
rename to docs/extras/integrations/providers/motherduck.mdx
diff --git a/docs/extras/integrations/myscale.mdx b/docs/extras/integrations/providers/myscale.mdx
similarity index 100%
rename from docs/extras/integrations/myscale.mdx
rename to docs/extras/integrations/providers/myscale.mdx
diff --git a/docs/extras/integrations/nlpcloud.mdx b/docs/extras/integrations/providers/nlpcloud.mdx
similarity index 100%
rename from docs/extras/integrations/nlpcloud.mdx
rename to docs/extras/integrations/providers/nlpcloud.mdx
diff --git a/docs/extras/integrations/notion.mdx b/docs/extras/integrations/providers/notion.mdx
similarity index 100%
rename from docs/extras/integrations/notion.mdx
rename to docs/extras/integrations/providers/notion.mdx
diff --git a/docs/extras/integrations/obsidian.mdx b/docs/extras/integrations/providers/obsidian.mdx
similarity index 100%
rename from docs/extras/integrations/obsidian.mdx
rename to docs/extras/integrations/providers/obsidian.mdx
diff --git a/docs/extras/integrations/openai.mdx b/docs/extras/integrations/providers/openai.mdx
similarity index 100%
rename from docs/extras/integrations/openai.mdx
rename to docs/extras/integrations/providers/openai.mdx
diff --git a/docs/extras/integrations/openllm.mdx b/docs/extras/integrations/providers/openllm.mdx
similarity index 100%
rename from docs/extras/integrations/openllm.mdx
rename to docs/extras/integrations/providers/openllm.mdx
diff --git a/docs/extras/integrations/opensearch.mdx b/docs/extras/integrations/providers/opensearch.mdx
similarity index 100%
rename from docs/extras/integrations/opensearch.mdx
rename to docs/extras/integrations/providers/opensearch.mdx
diff --git a/docs/extras/integrations/openweathermap.mdx b/docs/extras/integrations/providers/openweathermap.mdx
similarity index 100%
rename from docs/extras/integrations/openweathermap.mdx
rename to docs/extras/integrations/providers/openweathermap.mdx
diff --git a/docs/extras/integrations/petals.mdx b/docs/extras/integrations/providers/petals.mdx
similarity index 100%
rename from docs/extras/integrations/petals.mdx
rename to docs/extras/integrations/providers/petals.mdx
diff --git a/docs/extras/integrations/pgvector.mdx b/docs/extras/integrations/providers/pgvector.mdx
similarity index 100%
rename from docs/extras/integrations/pgvector.mdx
rename to docs/extras/integrations/providers/pgvector.mdx
diff --git a/docs/extras/integrations/pinecone.mdx b/docs/extras/integrations/providers/pinecone.mdx
similarity index 100%
rename from docs/extras/integrations/pinecone.mdx
rename to docs/extras/integrations/providers/pinecone.mdx
diff --git a/docs/extras/integrations/pipelineai.mdx b/docs/extras/integrations/providers/pipelineai.mdx
similarity index 100%
rename from docs/extras/integrations/pipelineai.mdx
rename to docs/extras/integrations/providers/pipelineai.mdx
diff --git a/docs/extras/integrations/portkey/index.md b/docs/extras/integrations/providers/portkey/index.md
similarity index 100%
rename from docs/extras/integrations/portkey/index.md
rename to docs/extras/integrations/providers/portkey/index.md
diff --git a/docs/extras/integrations/portkey/logging_tracing_portkey.ipynb b/docs/extras/integrations/providers/portkey/logging_tracing_portkey.ipynb
similarity index 100%
rename from docs/extras/integrations/portkey/logging_tracing_portkey.ipynb
rename to docs/extras/integrations/providers/portkey/logging_tracing_portkey.ipynb
diff --git a/docs/extras/integrations/predibase.md b/docs/extras/integrations/providers/predibase.md
similarity index 100%
rename from docs/extras/integrations/predibase.md
rename to docs/extras/integrations/providers/predibase.md
diff --git a/docs/extras/integrations/predictionguard.mdx b/docs/extras/integrations/providers/predictionguard.mdx
similarity index 100%
rename from docs/extras/integrations/predictionguard.mdx
rename to docs/extras/integrations/providers/predictionguard.mdx
diff --git a/docs/extras/integrations/promptlayer.mdx b/docs/extras/integrations/providers/promptlayer.mdx
similarity index 100%
rename from docs/extras/integrations/promptlayer.mdx
rename to docs/extras/integrations/providers/promptlayer.mdx
diff --git a/docs/extras/integrations/psychic.mdx b/docs/extras/integrations/providers/psychic.mdx
similarity index 100%
rename from docs/extras/integrations/psychic.mdx
rename to docs/extras/integrations/providers/psychic.mdx
diff --git a/docs/extras/integrations/qdrant.mdx b/docs/extras/integrations/providers/qdrant.mdx
similarity index 100%
rename from docs/extras/integrations/qdrant.mdx
rename to docs/extras/integrations/providers/qdrant.mdx
diff --git a/docs/extras/integrations/ray_serve.ipynb b/docs/extras/integrations/providers/ray_serve.ipynb
similarity index 100%
rename from docs/extras/integrations/ray_serve.ipynb
rename to docs/extras/integrations/providers/ray_serve.ipynb
diff --git a/docs/extras/integrations/rebuff.ipynb b/docs/extras/integrations/providers/rebuff.ipynb
similarity index 100%
rename from docs/extras/integrations/rebuff.ipynb
rename to docs/extras/integrations/providers/rebuff.ipynb
diff --git a/docs/extras/integrations/reddit.mdx b/docs/extras/integrations/providers/reddit.mdx
similarity index 100%
rename from docs/extras/integrations/reddit.mdx
rename to docs/extras/integrations/providers/reddit.mdx
diff --git a/docs/extras/integrations/redis.mdx b/docs/extras/integrations/providers/redis.mdx
similarity index 100%
rename from docs/extras/integrations/redis.mdx
rename to docs/extras/integrations/providers/redis.mdx
diff --git a/docs/extras/integrations/replicate.mdx b/docs/extras/integrations/providers/replicate.mdx
similarity index 100%
rename from docs/extras/integrations/replicate.mdx
rename to docs/extras/integrations/providers/replicate.mdx
diff --git a/docs/extras/integrations/roam.mdx b/docs/extras/integrations/providers/roam.mdx
similarity index 100%
rename from docs/extras/integrations/roam.mdx
rename to docs/extras/integrations/providers/roam.mdx
diff --git a/docs/extras/integrations/rockset.mdx b/docs/extras/integrations/providers/rockset.mdx
similarity index 100%
rename from docs/extras/integrations/rockset.mdx
rename to docs/extras/integrations/providers/rockset.mdx
diff --git a/docs/extras/integrations/runhouse.mdx b/docs/extras/integrations/providers/runhouse.mdx
similarity index 100%
rename from docs/extras/integrations/runhouse.mdx
rename to docs/extras/integrations/providers/runhouse.mdx
diff --git a/docs/extras/integrations/rwkv.mdx b/docs/extras/integrations/providers/rwkv.mdx
similarity index 100%
rename from docs/extras/integrations/rwkv.mdx
rename to docs/extras/integrations/providers/rwkv.mdx
diff --git a/docs/extras/integrations/sagemaker_endpoint.mdx b/docs/extras/integrations/providers/sagemaker_endpoint.mdx
similarity index 100%
rename from docs/extras/integrations/sagemaker_endpoint.mdx
rename to docs/extras/integrations/providers/sagemaker_endpoint.mdx
diff --git a/docs/extras/integrations/searx.mdx b/docs/extras/integrations/providers/searx.mdx
similarity index 100%
rename from docs/extras/integrations/searx.mdx
rename to docs/extras/integrations/providers/searx.mdx
diff --git a/docs/extras/integrations/serpapi.mdx b/docs/extras/integrations/providers/serpapi.mdx
similarity index 100%
rename from docs/extras/integrations/serpapi.mdx
rename to docs/extras/integrations/providers/serpapi.mdx
diff --git a/docs/extras/integrations/shaleprotocol.md b/docs/extras/integrations/providers/shaleprotocol.md
similarity index 100%
rename from docs/extras/integrations/shaleprotocol.md
rename to docs/extras/integrations/providers/shaleprotocol.md
diff --git a/docs/extras/integrations/singlestoredb.mdx b/docs/extras/integrations/providers/singlestoredb.mdx
similarity index 100%
rename from docs/extras/integrations/singlestoredb.mdx
rename to docs/extras/integrations/providers/singlestoredb.mdx
diff --git a/docs/extras/integrations/sklearn.mdx b/docs/extras/integrations/providers/sklearn.mdx
similarity index 100%
rename from docs/extras/integrations/sklearn.mdx
rename to docs/extras/integrations/providers/sklearn.mdx
diff --git a/docs/extras/integrations/slack.mdx b/docs/extras/integrations/providers/slack.mdx
similarity index 100%
rename from docs/extras/integrations/slack.mdx
rename to docs/extras/integrations/providers/slack.mdx
diff --git a/docs/extras/integrations/spacy.mdx b/docs/extras/integrations/providers/spacy.mdx
similarity index 100%
rename from docs/extras/integrations/spacy.mdx
rename to docs/extras/integrations/providers/spacy.mdx
diff --git a/docs/extras/integrations/spreedly.mdx b/docs/extras/integrations/providers/spreedly.mdx
similarity index 100%
rename from docs/extras/integrations/spreedly.mdx
rename to docs/extras/integrations/providers/spreedly.mdx
diff --git a/docs/extras/integrations/starrocks.mdx b/docs/extras/integrations/providers/starrocks.mdx
similarity index 100%
rename from docs/extras/integrations/starrocks.mdx
rename to docs/extras/integrations/providers/starrocks.mdx
diff --git a/docs/extras/integrations/stochasticai.mdx b/docs/extras/integrations/providers/stochasticai.mdx
similarity index 100%
rename from docs/extras/integrations/stochasticai.mdx
rename to docs/extras/integrations/providers/stochasticai.mdx
diff --git a/docs/extras/integrations/stripe.mdx b/docs/extras/integrations/providers/stripe.mdx
similarity index 100%
rename from docs/extras/integrations/stripe.mdx
rename to docs/extras/integrations/providers/stripe.mdx
diff --git a/docs/extras/integrations/tair.mdx b/docs/extras/integrations/providers/tair.mdx
similarity index 100%
rename from docs/extras/integrations/tair.mdx
rename to docs/extras/integrations/providers/tair.mdx
diff --git a/docs/extras/integrations/telegram.mdx b/docs/extras/integrations/providers/telegram.mdx
similarity index 100%
rename from docs/extras/integrations/telegram.mdx
rename to docs/extras/integrations/providers/telegram.mdx
diff --git a/docs/extras/integrations/tigris.mdx b/docs/extras/integrations/providers/tigris.mdx
similarity index 100%
rename from docs/extras/integrations/tigris.mdx
rename to docs/extras/integrations/providers/tigris.mdx
diff --git a/docs/extras/integrations/tomarkdown.mdx b/docs/extras/integrations/providers/tomarkdown.mdx
similarity index 100%
rename from docs/extras/integrations/tomarkdown.mdx
rename to docs/extras/integrations/providers/tomarkdown.mdx
diff --git a/docs/extras/integrations/trello.mdx b/docs/extras/integrations/providers/trello.mdx
similarity index 100%
rename from docs/extras/integrations/trello.mdx
rename to docs/extras/integrations/providers/trello.mdx
diff --git a/docs/extras/integrations/trulens.mdx b/docs/extras/integrations/providers/trulens.mdx
similarity index 100%
rename from docs/extras/integrations/trulens.mdx
rename to docs/extras/integrations/providers/trulens.mdx
diff --git a/docs/extras/integrations/twitter.mdx b/docs/extras/integrations/providers/twitter.mdx
similarity index 100%
rename from docs/extras/integrations/twitter.mdx
rename to docs/extras/integrations/providers/twitter.mdx
diff --git a/docs/extras/integrations/typesense.mdx b/docs/extras/integrations/providers/typesense.mdx
similarity index 100%
rename from docs/extras/integrations/typesense.mdx
rename to docs/extras/integrations/providers/typesense.mdx
diff --git a/docs/extras/integrations/unstructured.mdx b/docs/extras/integrations/providers/unstructured.mdx
similarity index 100%
rename from docs/extras/integrations/unstructured.mdx
rename to docs/extras/integrations/providers/unstructured.mdx
diff --git a/docs/extras/integrations/vectara/index.mdx b/docs/extras/integrations/providers/vectara/index.mdx
similarity index 100%
rename from docs/extras/integrations/vectara/index.mdx
rename to docs/extras/integrations/providers/vectara/index.mdx
diff --git a/docs/extras/integrations/vectara/vectara_chat.ipynb b/docs/extras/integrations/providers/vectara/vectara_chat.ipynb
similarity index 100%
rename from docs/extras/integrations/vectara/vectara_chat.ipynb
rename to docs/extras/integrations/providers/vectara/vectara_chat.ipynb
diff --git a/docs/extras/integrations/vectara/vectara_text_generation.ipynb b/docs/extras/integrations/providers/vectara/vectara_text_generation.ipynb
similarity index 100%
rename from docs/extras/integrations/vectara/vectara_text_generation.ipynb
rename to docs/extras/integrations/providers/vectara/vectara_text_generation.ipynb
diff --git a/docs/extras/integrations/vespa.mdx b/docs/extras/integrations/providers/vespa.mdx
similarity index 100%
rename from docs/extras/integrations/vespa.mdx
rename to docs/extras/integrations/providers/vespa.mdx
diff --git a/docs/extras/integrations/wandb_tracking.ipynb b/docs/extras/integrations/providers/wandb_tracking.ipynb
similarity index 100%
rename from docs/extras/integrations/wandb_tracking.ipynb
rename to docs/extras/integrations/providers/wandb_tracking.ipynb
diff --git a/docs/extras/integrations/weather.mdx b/docs/extras/integrations/providers/weather.mdx
similarity index 100%
rename from docs/extras/integrations/weather.mdx
rename to docs/extras/integrations/providers/weather.mdx
diff --git a/docs/extras/integrations/weaviate.mdx b/docs/extras/integrations/providers/weaviate.mdx
similarity index 100%
rename from docs/extras/integrations/weaviate.mdx
rename to docs/extras/integrations/providers/weaviate.mdx
diff --git a/docs/extras/integrations/whatsapp.mdx b/docs/extras/integrations/providers/whatsapp.mdx
similarity index 100%
rename from docs/extras/integrations/whatsapp.mdx
rename to docs/extras/integrations/providers/whatsapp.mdx
diff --git a/docs/extras/integrations/whylabs_profiling.ipynb b/docs/extras/integrations/providers/whylabs_profiling.ipynb
similarity index 100%
rename from docs/extras/integrations/whylabs_profiling.ipynb
rename to docs/extras/integrations/providers/whylabs_profiling.ipynb
diff --git a/docs/extras/integrations/wikipedia.mdx b/docs/extras/integrations/providers/wikipedia.mdx
similarity index 100%
rename from docs/extras/integrations/wikipedia.mdx
rename to docs/extras/integrations/providers/wikipedia.mdx
diff --git a/docs/extras/integrations/wolfram_alpha.mdx b/docs/extras/integrations/providers/wolfram_alpha.mdx
similarity index 100%
rename from docs/extras/integrations/wolfram_alpha.mdx
rename to docs/extras/integrations/providers/wolfram_alpha.mdx
diff --git a/docs/extras/integrations/writer.mdx b/docs/extras/integrations/providers/writer.mdx
similarity index 100%
rename from docs/extras/integrations/writer.mdx
rename to docs/extras/integrations/providers/writer.mdx
diff --git a/docs/extras/integrations/yeagerai.mdx b/docs/extras/integrations/providers/yeagerai.mdx
similarity index 100%
rename from docs/extras/integrations/yeagerai.mdx
rename to docs/extras/integrations/providers/yeagerai.mdx
diff --git a/docs/extras/integrations/youtube.mdx b/docs/extras/integrations/providers/youtube.mdx
similarity index 100%
rename from docs/extras/integrations/youtube.mdx
rename to docs/extras/integrations/providers/youtube.mdx
diff --git a/docs/extras/integrations/zep.mdx b/docs/extras/integrations/providers/zep.mdx
similarity index 100%
rename from docs/extras/integrations/zep.mdx
rename to docs/extras/integrations/providers/zep.mdx
diff --git a/docs/extras/integrations/zilliz.mdx b/docs/extras/integrations/providers/zilliz.mdx
similarity index 100%
rename from docs/extras/integrations/zilliz.mdx
rename to docs/extras/integrations/providers/zilliz.mdx
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/amazon_kendra_retriever.ipynb b/docs/extras/integrations/retrievers/amazon_kendra_retriever.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/amazon_kendra_retriever.ipynb
rename to docs/extras/integrations/retrievers/amazon_kendra_retriever.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/arxiv.ipynb b/docs/extras/integrations/retrievers/arxiv.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/arxiv.ipynb
rename to docs/extras/integrations/retrievers/arxiv.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/azure_cognitive_search.ipynb b/docs/extras/integrations/retrievers/azure_cognitive_search.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/azure_cognitive_search.ipynb
rename to docs/extras/integrations/retrievers/azure_cognitive_search.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/bm25.ipynb b/docs/extras/integrations/retrievers/bm25.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/bm25.ipynb
rename to docs/extras/integrations/retrievers/bm25.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/chaindesk.ipynb b/docs/extras/integrations/retrievers/chaindesk.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/chaindesk.ipynb
rename to docs/extras/integrations/retrievers/chaindesk.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/chatgpt-plugin.ipynb b/docs/extras/integrations/retrievers/chatgpt-plugin.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/chatgpt-plugin.ipynb
rename to docs/extras/integrations/retrievers/chatgpt-plugin.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/cohere-reranker.ipynb b/docs/extras/integrations/retrievers/cohere-reranker.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/cohere-reranker.ipynb
rename to docs/extras/integrations/retrievers/cohere-reranker.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/docarray_retriever.ipynb b/docs/extras/integrations/retrievers/docarray_retriever.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/docarray_retriever.ipynb
rename to docs/extras/integrations/retrievers/docarray_retriever.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/elastic_search_bm25.ipynb b/docs/extras/integrations/retrievers/elastic_search_bm25.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/elastic_search_bm25.ipynb
rename to docs/extras/integrations/retrievers/elastic_search_bm25.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/google_cloud_enterprise_search.ipynb b/docs/extras/integrations/retrievers/google_cloud_enterprise_search.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/google_cloud_enterprise_search.ipynb
rename to docs/extras/integrations/retrievers/google_cloud_enterprise_search.ipynb
diff --git a/docs/extras/integrations/retrievers/index.mdx b/docs/extras/integrations/retrievers/index.mdx
new file mode 100644
index 0000000000..f400690e38
--- /dev/null
+++ b/docs/extras/integrations/retrievers/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Retrievers
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/knn.ipynb b/docs/extras/integrations/retrievers/knn.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/knn.ipynb
rename to docs/extras/integrations/retrievers/knn.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/merger_retriever.ipynb b/docs/extras/integrations/retrievers/merger_retriever.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/merger_retriever.ipynb
rename to docs/extras/integrations/retrievers/merger_retriever.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/metal.ipynb b/docs/extras/integrations/retrievers/metal.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/metal.ipynb
rename to docs/extras/integrations/retrievers/metal.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/pinecone_hybrid_search.ipynb b/docs/extras/integrations/retrievers/pinecone_hybrid_search.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/pinecone_hybrid_search.ipynb
rename to docs/extras/integrations/retrievers/pinecone_hybrid_search.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/pubmed.ipynb b/docs/extras/integrations/retrievers/pubmed.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/pubmed.ipynb
rename to docs/extras/integrations/retrievers/pubmed.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/svm.ipynb b/docs/extras/integrations/retrievers/svm.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/svm.ipynb
rename to docs/extras/integrations/retrievers/svm.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/tf_idf.ipynb b/docs/extras/integrations/retrievers/tf_idf.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/tf_idf.ipynb
rename to docs/extras/integrations/retrievers/tf_idf.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/vespa.ipynb b/docs/extras/integrations/retrievers/vespa.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/vespa.ipynb
rename to docs/extras/integrations/retrievers/vespa.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/weaviate-hybrid.ipynb b/docs/extras/integrations/retrievers/weaviate-hybrid.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/weaviate-hybrid.ipynb
rename to docs/extras/integrations/retrievers/weaviate-hybrid.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/wikipedia.ipynb b/docs/extras/integrations/retrievers/wikipedia.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/wikipedia.ipynb
rename to docs/extras/integrations/retrievers/wikipedia.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/integrations/zep_memorystore.ipynb b/docs/extras/integrations/retrievers/zep_memorystore.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/integrations/zep_memorystore.ipynb
rename to docs/extras/integrations/retrievers/zep_memorystore.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/aleph_alpha.ipynb b/docs/extras/integrations/text_embedding/aleph_alpha.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/aleph_alpha.ipynb
rename to docs/extras/integrations/text_embedding/aleph_alpha.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/azureopenai.ipynb b/docs/extras/integrations/text_embedding/azureopenai.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/azureopenai.ipynb
rename to docs/extras/integrations/text_embedding/azureopenai.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/bedrock.ipynb b/docs/extras/integrations/text_embedding/bedrock.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/bedrock.ipynb
rename to docs/extras/integrations/text_embedding/bedrock.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/clarifai.ipynb b/docs/extras/integrations/text_embedding/clarifai.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/clarifai.ipynb
rename to docs/extras/integrations/text_embedding/clarifai.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/cohere.ipynb b/docs/extras/integrations/text_embedding/cohere.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/cohere.ipynb
rename to docs/extras/integrations/text_embedding/cohere.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/dashscope.ipynb b/docs/extras/integrations/text_embedding/dashscope.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/dashscope.ipynb
rename to docs/extras/integrations/text_embedding/dashscope.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/deepinfra.ipynb b/docs/extras/integrations/text_embedding/deepinfra.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/deepinfra.ipynb
rename to docs/extras/integrations/text_embedding/deepinfra.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/elasticsearch.ipynb b/docs/extras/integrations/text_embedding/elasticsearch.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/elasticsearch.ipynb
rename to docs/extras/integrations/text_embedding/elasticsearch.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/embaas.ipynb b/docs/extras/integrations/text_embedding/embaas.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/embaas.ipynb
rename to docs/extras/integrations/text_embedding/embaas.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/fake.ipynb b/docs/extras/integrations/text_embedding/fake.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/fake.ipynb
rename to docs/extras/integrations/text_embedding/fake.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm.ipynb b/docs/extras/integrations/text_embedding/google_vertex_ai_palm.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/google_vertex_ai_palm.ipynb
rename to docs/extras/integrations/text_embedding/google_vertex_ai_palm.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/gpt4all.ipynb b/docs/extras/integrations/text_embedding/gpt4all.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/gpt4all.ipynb
rename to docs/extras/integrations/text_embedding/gpt4all.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/huggingfacehub.ipynb b/docs/extras/integrations/text_embedding/huggingfacehub.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/huggingfacehub.ipynb
rename to docs/extras/integrations/text_embedding/huggingfacehub.ipynb
diff --git a/docs/extras/integrations/text_embedding/index.mdx b/docs/extras/integrations/text_embedding/index.mdx
new file mode 100644
index 0000000000..df79bd5b4f
--- /dev/null
+++ b/docs/extras/integrations/text_embedding/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Text embedding models
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/instruct_embeddings.ipynb b/docs/extras/integrations/text_embedding/instruct_embeddings.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/instruct_embeddings.ipynb
rename to docs/extras/integrations/text_embedding/instruct_embeddings.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/jina.ipynb b/docs/extras/integrations/text_embedding/jina.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/jina.ipynb
rename to docs/extras/integrations/text_embedding/jina.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/llamacpp.ipynb b/docs/extras/integrations/text_embedding/llamacpp.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/llamacpp.ipynb
rename to docs/extras/integrations/text_embedding/llamacpp.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/minimax.ipynb b/docs/extras/integrations/text_embedding/minimax.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/minimax.ipynb
rename to docs/extras/integrations/text_embedding/minimax.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/modelscope_hub.ipynb b/docs/extras/integrations/text_embedding/modelscope_hub.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/modelscope_hub.ipynb
rename to docs/extras/integrations/text_embedding/modelscope_hub.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/mosaicml.ipynb b/docs/extras/integrations/text_embedding/mosaicml.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/mosaicml.ipynb
rename to docs/extras/integrations/text_embedding/mosaicml.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/nlp_cloud.ipynb b/docs/extras/integrations/text_embedding/nlp_cloud.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/nlp_cloud.ipynb
rename to docs/extras/integrations/text_embedding/nlp_cloud.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/openai.ipynb b/docs/extras/integrations/text_embedding/openai.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/openai.ipynb
rename to docs/extras/integrations/text_embedding/openai.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/sagemaker-endpoint.ipynb b/docs/extras/integrations/text_embedding/sagemaker-endpoint.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/sagemaker-endpoint.ipynb
rename to docs/extras/integrations/text_embedding/sagemaker-endpoint.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/self-hosted.ipynb b/docs/extras/integrations/text_embedding/self-hosted.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/self-hosted.ipynb
rename to docs/extras/integrations/text_embedding/self-hosted.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/sentence_transformers.ipynb b/docs/extras/integrations/text_embedding/sentence_transformers.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/sentence_transformers.ipynb
rename to docs/extras/integrations/text_embedding/sentence_transformers.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/spacy_embedding.ipynb b/docs/extras/integrations/text_embedding/spacy_embedding.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/spacy_embedding.ipynb
rename to docs/extras/integrations/text_embedding/spacy_embedding.ipynb
diff --git a/docs/extras/modules/data_connection/text_embedding/integrations/tensorflowhub.ipynb b/docs/extras/integrations/text_embedding/tensorflowhub.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/text_embedding/integrations/tensorflowhub.ipynb
rename to docs/extras/integrations/text_embedding/tensorflowhub.ipynb
diff --git a/docs/extras/modules/agents/toolkits/amadeus.ipynb b/docs/extras/integrations/toolkits/amadeus.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/amadeus.ipynb
rename to docs/extras/integrations/toolkits/amadeus.ipynb
diff --git a/docs/extras/modules/agents/toolkits/azure_cognitive_services.ipynb b/docs/extras/integrations/toolkits/azure_cognitive_services.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/azure_cognitive_services.ipynb
rename to docs/extras/integrations/toolkits/azure_cognitive_services.ipynb
diff --git a/docs/extras/modules/agents/toolkits/csv.ipynb b/docs/extras/integrations/toolkits/csv.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/csv.ipynb
rename to docs/extras/integrations/toolkits/csv.ipynb
diff --git a/docs/extras/modules/agents/toolkits/document_comparison_toolkit.ipynb b/docs/extras/integrations/toolkits/document_comparison_toolkit.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/document_comparison_toolkit.ipynb
rename to docs/extras/integrations/toolkits/document_comparison_toolkit.ipynb
diff --git a/docs/extras/modules/agents/toolkits/github.ipynb b/docs/extras/integrations/toolkits/github.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/github.ipynb
rename to docs/extras/integrations/toolkits/github.ipynb
diff --git a/docs/extras/modules/agents/toolkits/gmail.ipynb b/docs/extras/integrations/toolkits/gmail.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/gmail.ipynb
rename to docs/extras/integrations/toolkits/gmail.ipynb
diff --git a/docs/extras/integrations/toolkits/index.mdx b/docs/extras/integrations/toolkits/index.mdx
new file mode 100644
index 0000000000..164addc708
--- /dev/null
+++ b/docs/extras/integrations/toolkits/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Agent toolkits
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/agents/toolkits/jira.ipynb b/docs/extras/integrations/toolkits/jira.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/jira.ipynb
rename to docs/extras/integrations/toolkits/jira.ipynb
diff --git a/docs/extras/modules/agents/toolkits/json.ipynb b/docs/extras/integrations/toolkits/json.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/json.ipynb
rename to docs/extras/integrations/toolkits/json.ipynb
diff --git a/docs/extras/modules/agents/toolkits/multion.ipynb b/docs/extras/integrations/toolkits/multion.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/multion.ipynb
rename to docs/extras/integrations/toolkits/multion.ipynb
diff --git a/docs/extras/modules/agents/toolkits/office365.ipynb b/docs/extras/integrations/toolkits/office365.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/office365.ipynb
rename to docs/extras/integrations/toolkits/office365.ipynb
diff --git a/docs/extras/modules/agents/toolkits/openapi.ipynb b/docs/extras/integrations/toolkits/openapi.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/openapi.ipynb
rename to docs/extras/integrations/toolkits/openapi.ipynb
diff --git a/docs/extras/modules/agents/toolkits/openapi_nla.ipynb b/docs/extras/integrations/toolkits/openapi_nla.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/openapi_nla.ipynb
rename to docs/extras/integrations/toolkits/openapi_nla.ipynb
diff --git a/docs/extras/modules/agents/toolkits/pandas.ipynb b/docs/extras/integrations/toolkits/pandas.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/pandas.ipynb
rename to docs/extras/integrations/toolkits/pandas.ipynb
diff --git a/docs/extras/modules/agents/toolkits/playwright.ipynb b/docs/extras/integrations/toolkits/playwright.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/playwright.ipynb
rename to docs/extras/integrations/toolkits/playwright.ipynb
diff --git a/docs/extras/modules/agents/toolkits/powerbi.ipynb b/docs/extras/integrations/toolkits/powerbi.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/powerbi.ipynb
rename to docs/extras/integrations/toolkits/powerbi.ipynb
diff --git a/docs/extras/modules/agents/toolkits/python.ipynb b/docs/extras/integrations/toolkits/python.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/python.ipynb
rename to docs/extras/integrations/toolkits/python.ipynb
diff --git a/docs/extras/modules/agents/toolkits/spark.ipynb b/docs/extras/integrations/toolkits/spark.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/spark.ipynb
rename to docs/extras/integrations/toolkits/spark.ipynb
diff --git a/docs/extras/modules/agents/toolkits/spark_sql.ipynb b/docs/extras/integrations/toolkits/spark_sql.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/spark_sql.ipynb
rename to docs/extras/integrations/toolkits/spark_sql.ipynb
diff --git a/docs/extras/modules/agents/toolkits/sql_database.ipynb b/docs/extras/integrations/toolkits/sql_database.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/sql_database.ipynb
rename to docs/extras/integrations/toolkits/sql_database.ipynb
diff --git a/docs/extras/modules/agents/toolkits/vectorstore.ipynb b/docs/extras/integrations/toolkits/vectorstore.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/vectorstore.ipynb
rename to docs/extras/integrations/toolkits/vectorstore.ipynb
diff --git a/docs/extras/modules/agents/toolkits/xorbits.ipynb b/docs/extras/integrations/toolkits/xorbits.ipynb
similarity index 100%
rename from docs/extras/modules/agents/toolkits/xorbits.ipynb
rename to docs/extras/integrations/toolkits/xorbits.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/_gradio_tools_files/output_7_0.png b/docs/extras/integrations/tools/_gradio_tools_files/output_7_0.png
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/_gradio_tools_files/output_7_0.png
rename to docs/extras/integrations/tools/_gradio_tools_files/output_7_0.png
diff --git a/docs/extras/integrations/tools/apify.ipynb b/docs/extras/integrations/tools/apify.ipynb
new file mode 100644
index 0000000000..48e1c22103
--- /dev/null
+++ b/docs/extras/integrations/tools/apify.ipynb
@@ -0,0 +1,168 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Apify\n",
+    "\n",
+    "This notebook shows how to use the [Apify integration](/docs/ecosystem/integrations/apify.html) for LangChain.\n",
+    "\n",
+    "[Apify](https://apify.com) is a cloud platform for web scraping and data extraction,\n",
+    "which provides an [ecosystem](https://apify.com/store) of more than a thousand\n",
+    "ready-made apps called *Actors* for various web scraping, crawling, and data extraction use cases.\n",
+    "For example, you can use it to extract Google Search results, Instagram and Facebook profiles, products from Amazon or Shopify, Google Maps reviews, etc. etc.\n",
+    "\n",
+    "In this example, we'll use the [Website Content Crawler](https://apify.com/apify/website-content-crawler) Actor,\n",
+    "which can deeply crawl websites such as documentation, knowledge bases, help centers, or blogs,\n",
+    "and extract text content from the web pages. Then we feed the documents into a vector index and answer questions from it.\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#!pip install apify-client openai langchain chromadb tiktoken"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "First, import `ApifyWrapper` into your source code:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from langchain.document_loaders.base import Document\n",
+    "from langchain.indexes import VectorstoreIndexCreator\n",
+    "from langchain.utilities import ApifyWrapper"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Initialize it using your [Apify API token](https://console.apify.com/account/integrations) and for the purpose of this example, also with your OpenAI API key:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "os.environ[\"OPENAI_API_KEY\"] = \"Your OpenAI API key\"\n",
+    "os.environ[\"APIFY_API_TOKEN\"] = \"Your Apify API token\"\n",
+    "\n",
+    "apify = ApifyWrapper()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Then run the Actor, wait for it to finish, and fetch its results from the Apify dataset into a LangChain document loader.\n",
+    "\n",
+    "Note that if you already have some results in an Apify dataset, you can load them directly using `ApifyDatasetLoader`, as shown in [this notebook](/docs/modules/data_connection/document_loaders/integrations/apify_dataset.html). In that notebook, you'll also find the explanation of the `dataset_mapping_function`, which is used to map fields from the Apify dataset records to LangChain `Document` fields."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loader = apify.call_actor(\n",
+    "    actor_id=\"apify/website-content-crawler\",\n",
+    "    run_input={\"startUrls\": [{\"url\": \"https://python.langchain.com/en/latest/\"}]},\n",
+    "    dataset_mapping_function=lambda item: Document(\n",
+    "        page_content=item[\"text\"] or \"\", metadata={\"source\": item[\"url\"]}\n",
+    "    ),\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Initialize the vector index from the crawled documents:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "index = VectorstoreIndexCreator().from_loaders([loader])"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "And finally, query the vector index:"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "query = \"What is LangChain?\"\n",
+    "result = index.query_with_sources(query)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      " LangChain is a standard interface through which you can interact with a variety of large language models (LLMs). It provides modules that can be used to build language model applications, and it also provides chains and agents with memory capabilities.\n",
+      "\n",
+      "https://python.langchain.com/en/latest/modules/models/llms.html, https://python.langchain.com/en/latest/getting_started/getting_started.html\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(result[\"answer\"])\n",
+    "print(result[\"sources\"])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/docs/extras/modules/agents/tools/integrations/arxiv.ipynb b/docs/extras/integrations/tools/arxiv.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/arxiv.ipynb
rename to docs/extras/integrations/tools/arxiv.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/awslambda.ipynb b/docs/extras/integrations/tools/awslambda.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/awslambda.ipynb
rename to docs/extras/integrations/tools/awslambda.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/bash.ipynb b/docs/extras/integrations/tools/bash.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/bash.ipynb
rename to docs/extras/integrations/tools/bash.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/bing_search.ipynb b/docs/extras/integrations/tools/bing_search.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/bing_search.ipynb
rename to docs/extras/integrations/tools/bing_search.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/brave_search.ipynb b/docs/extras/integrations/tools/brave_search.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/brave_search.ipynb
rename to docs/extras/integrations/tools/brave_search.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/chatgpt_plugins.ipynb b/docs/extras/integrations/tools/chatgpt_plugins.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/chatgpt_plugins.ipynb
rename to docs/extras/integrations/tools/chatgpt_plugins.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/dataforseo.ipynb b/docs/extras/integrations/tools/dataforseo.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/dataforseo.ipynb
rename to docs/extras/integrations/tools/dataforseo.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/ddg.ipynb b/docs/extras/integrations/tools/ddg.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/ddg.ipynb
rename to docs/extras/integrations/tools/ddg.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/filesystem.ipynb b/docs/extras/integrations/tools/filesystem.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/filesystem.ipynb
rename to docs/extras/integrations/tools/filesystem.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/golden_query.ipynb b/docs/extras/integrations/tools/golden_query.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/golden_query.ipynb
rename to docs/extras/integrations/tools/golden_query.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/google_places.ipynb b/docs/extras/integrations/tools/google_places.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/google_places.ipynb
rename to docs/extras/integrations/tools/google_places.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/google_search.ipynb b/docs/extras/integrations/tools/google_search.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/google_search.ipynb
rename to docs/extras/integrations/tools/google_search.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/google_serper.ipynb b/docs/extras/integrations/tools/google_serper.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/google_serper.ipynb
rename to docs/extras/integrations/tools/google_serper.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/gradio_tools.ipynb b/docs/extras/integrations/tools/gradio_tools.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/gradio_tools.ipynb
rename to docs/extras/integrations/tools/gradio_tools.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/graphql.ipynb b/docs/extras/integrations/tools/graphql.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/graphql.ipynb
rename to docs/extras/integrations/tools/graphql.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/huggingface_tools.ipynb b/docs/extras/integrations/tools/huggingface_tools.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/huggingface_tools.ipynb
rename to docs/extras/integrations/tools/huggingface_tools.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/human_tools.ipynb b/docs/extras/integrations/tools/human_tools.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/human_tools.ipynb
rename to docs/extras/integrations/tools/human_tools.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/ifttt.ipynb b/docs/extras/integrations/tools/ifttt.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/ifttt.ipynb
rename to docs/extras/integrations/tools/ifttt.ipynb
diff --git a/docs/extras/integrations/tools/index.mdx b/docs/extras/integrations/tools/index.mdx
new file mode 100644
index 0000000000..092263de97
--- /dev/null
+++ b/docs/extras/integrations/tools/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Tools
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/agents/tools/integrations/lemonai.ipynb b/docs/extras/integrations/tools/lemonai.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/lemonai.ipynb
rename to docs/extras/integrations/tools/lemonai.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/metaphor_search.ipynb b/docs/extras/integrations/tools/metaphor_search.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/metaphor_search.ipynb
rename to docs/extras/integrations/tools/metaphor_search.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/openweathermap.ipynb b/docs/extras/integrations/tools/openweathermap.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/openweathermap.ipynb
rename to docs/extras/integrations/tools/openweathermap.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/pubmed.ipynb b/docs/extras/integrations/tools/pubmed.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/pubmed.ipynb
rename to docs/extras/integrations/tools/pubmed.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/python.ipynb b/docs/extras/integrations/tools/python.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/python.ipynb
rename to docs/extras/integrations/tools/python.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/requests.ipynb b/docs/extras/integrations/tools/requests.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/requests.ipynb
rename to docs/extras/integrations/tools/requests.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/sceneXplain.ipynb b/docs/extras/integrations/tools/sceneXplain.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/sceneXplain.ipynb
rename to docs/extras/integrations/tools/sceneXplain.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/search_tools.ipynb b/docs/extras/integrations/tools/search_tools.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/search_tools.ipynb
rename to docs/extras/integrations/tools/search_tools.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/searx_search.ipynb b/docs/extras/integrations/tools/searx_search.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/searx_search.ipynb
rename to docs/extras/integrations/tools/searx_search.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/serpapi.ipynb b/docs/extras/integrations/tools/serpapi.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/serpapi.ipynb
rename to docs/extras/integrations/tools/serpapi.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/twilio.ipynb b/docs/extras/integrations/tools/twilio.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/twilio.ipynb
rename to docs/extras/integrations/tools/twilio.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/wikipedia.ipynb b/docs/extras/integrations/tools/wikipedia.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/wikipedia.ipynb
rename to docs/extras/integrations/tools/wikipedia.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/wolfram_alpha.ipynb b/docs/extras/integrations/tools/wolfram_alpha.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/wolfram_alpha.ipynb
rename to docs/extras/integrations/tools/wolfram_alpha.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/youtube.ipynb b/docs/extras/integrations/tools/youtube.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/youtube.ipynb
rename to docs/extras/integrations/tools/youtube.ipynb
diff --git a/docs/extras/modules/agents/tools/integrations/zapier.ipynb b/docs/extras/integrations/tools/zapier.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/integrations/zapier.ipynb
rename to docs/extras/integrations/tools/zapier.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/alibabacloud_opensearch.ipynb b/docs/extras/integrations/vectorstores/alibabacloud_opensearch.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/alibabacloud_opensearch.ipynb
rename to docs/extras/integrations/vectorstores/alibabacloud_opensearch.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/analyticdb.ipynb b/docs/extras/integrations/vectorstores/analyticdb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/analyticdb.ipynb
rename to docs/extras/integrations/vectorstores/analyticdb.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/annoy.ipynb b/docs/extras/integrations/vectorstores/annoy.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/annoy.ipynb
rename to docs/extras/integrations/vectorstores/annoy.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/atlas.ipynb b/docs/extras/integrations/vectorstores/atlas.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/atlas.ipynb
rename to docs/extras/integrations/vectorstores/atlas.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/awadb.ipynb b/docs/extras/integrations/vectorstores/awadb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/awadb.ipynb
rename to docs/extras/integrations/vectorstores/awadb.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/azuresearch.ipynb b/docs/extras/integrations/vectorstores/azuresearch.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/azuresearch.ipynb
rename to docs/extras/integrations/vectorstores/azuresearch.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/cassandra.ipynb b/docs/extras/integrations/vectorstores/cassandra.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/cassandra.ipynb
rename to docs/extras/integrations/vectorstores/cassandra.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/chroma.ipynb b/docs/extras/integrations/vectorstores/chroma.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/chroma.ipynb
rename to docs/extras/integrations/vectorstores/chroma.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/clarifai.ipynb b/docs/extras/integrations/vectorstores/clarifai.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/clarifai.ipynb
rename to docs/extras/integrations/vectorstores/clarifai.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/clickhouse.ipynb b/docs/extras/integrations/vectorstores/clickhouse.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/clickhouse.ipynb
rename to docs/extras/integrations/vectorstores/clickhouse.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/deeplake.ipynb b/docs/extras/integrations/vectorstores/deeplake.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/deeplake.ipynb
rename to docs/extras/integrations/vectorstores/deeplake.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/docarray_hnsw.ipynb b/docs/extras/integrations/vectorstores/docarray_hnsw.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/docarray_hnsw.ipynb
rename to docs/extras/integrations/vectorstores/docarray_hnsw.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/docarray_in_memory.ipynb b/docs/extras/integrations/vectorstores/docarray_in_memory.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/docarray_in_memory.ipynb
rename to docs/extras/integrations/vectorstores/docarray_in_memory.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/elasticsearch.ipynb b/docs/extras/integrations/vectorstores/elasticsearch.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/elasticsearch.ipynb
rename to docs/extras/integrations/vectorstores/elasticsearch.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/faiss.ipynb b/docs/extras/integrations/vectorstores/faiss.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/faiss.ipynb
rename to docs/extras/integrations/vectorstores/faiss.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/faiss_index/index.faiss b/docs/extras/integrations/vectorstores/faiss_index/index.faiss
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/faiss_index/index.faiss
rename to docs/extras/integrations/vectorstores/faiss_index/index.faiss
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/hologres.ipynb b/docs/extras/integrations/vectorstores/hologres.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/hologres.ipynb
rename to docs/extras/integrations/vectorstores/hologres.ipynb
diff --git a/docs/extras/integrations/vectorstores/index.mdx b/docs/extras/integrations/vectorstores/index.mdx
new file mode 100644
index 0000000000..5cf6fd1d95
--- /dev/null
+++ b/docs/extras/integrations/vectorstores/index.mdx
@@ -0,0 +1,9 @@
+---
+sidebar_position: 0
+---
+
+# Vector stores
+
+import DocCardList from "@theme/DocCardList";
+
+<DocCardList />
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/lancedb.ipynb b/docs/extras/integrations/vectorstores/lancedb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/lancedb.ipynb
rename to docs/extras/integrations/vectorstores/lancedb.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/marqo.ipynb b/docs/extras/integrations/vectorstores/marqo.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/marqo.ipynb
rename to docs/extras/integrations/vectorstores/marqo.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/matchingengine.ipynb b/docs/extras/integrations/vectorstores/matchingengine.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/matchingengine.ipynb
rename to docs/extras/integrations/vectorstores/matchingengine.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/milvus.ipynb b/docs/extras/integrations/vectorstores/milvus.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/milvus.ipynb
rename to docs/extras/integrations/vectorstores/milvus.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/mongodb_atlas.ipynb b/docs/extras/integrations/vectorstores/mongodb_atlas.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/mongodb_atlas.ipynb
rename to docs/extras/integrations/vectorstores/mongodb_atlas.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/myscale.ipynb b/docs/extras/integrations/vectorstores/myscale.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/myscale.ipynb
rename to docs/extras/integrations/vectorstores/myscale.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/opensearch.ipynb b/docs/extras/integrations/vectorstores/opensearch.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/opensearch.ipynb
rename to docs/extras/integrations/vectorstores/opensearch.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/pgembedding.ipynb b/docs/extras/integrations/vectorstores/pgembedding.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/pgembedding.ipynb
rename to docs/extras/integrations/vectorstores/pgembedding.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/pgvector.ipynb b/docs/extras/integrations/vectorstores/pgvector.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/pgvector.ipynb
rename to docs/extras/integrations/vectorstores/pgvector.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/pinecone.ipynb b/docs/extras/integrations/vectorstores/pinecone.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/pinecone.ipynb
rename to docs/extras/integrations/vectorstores/pinecone.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/qdrant.ipynb b/docs/extras/integrations/vectorstores/qdrant.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/qdrant.ipynb
rename to docs/extras/integrations/vectorstores/qdrant.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/redis.ipynb b/docs/extras/integrations/vectorstores/redis.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/redis.ipynb
rename to docs/extras/integrations/vectorstores/redis.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/rockset.ipynb b/docs/extras/integrations/vectorstores/rockset.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/rockset.ipynb
rename to docs/extras/integrations/vectorstores/rockset.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/singlestoredb.ipynb b/docs/extras/integrations/vectorstores/singlestoredb.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/singlestoredb.ipynb
rename to docs/extras/integrations/vectorstores/singlestoredb.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/sklearn.ipynb b/docs/extras/integrations/vectorstores/sklearn.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/sklearn.ipynb
rename to docs/extras/integrations/vectorstores/sklearn.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/starrocks.ipynb b/docs/extras/integrations/vectorstores/starrocks.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/starrocks.ipynb
rename to docs/extras/integrations/vectorstores/starrocks.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/supabase.ipynb b/docs/extras/integrations/vectorstores/supabase.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/supabase.ipynb
rename to docs/extras/integrations/vectorstores/supabase.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/tair.ipynb b/docs/extras/integrations/vectorstores/tair.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/tair.ipynb
rename to docs/extras/integrations/vectorstores/tair.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/tigris.ipynb b/docs/extras/integrations/vectorstores/tigris.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/tigris.ipynb
rename to docs/extras/integrations/vectorstores/tigris.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/typesense.ipynb b/docs/extras/integrations/vectorstores/typesense.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/typesense.ipynb
rename to docs/extras/integrations/vectorstores/typesense.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/vectara.ipynb b/docs/extras/integrations/vectorstores/vectara.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/vectara.ipynb
rename to docs/extras/integrations/vectorstores/vectara.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/weaviate.ipynb b/docs/extras/integrations/vectorstores/weaviate.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/weaviate.ipynb
rename to docs/extras/integrations/vectorstores/weaviate.ipynb
diff --git a/docs/extras/modules/data_connection/vectorstores/integrations/zilliz.ipynb b/docs/extras/integrations/vectorstores/zilliz.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/vectorstores/integrations/zilliz.ipynb
rename to docs/extras/integrations/vectorstores/zilliz.ipynb
diff --git a/docs/extras/modules/agents/tools/how_to/custom_tools.ipynb b/docs/extras/modules/agents/tools/custom_tools.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/how_to/custom_tools.ipynb
rename to docs/extras/modules/agents/tools/custom_tools.ipynb
diff --git a/docs/extras/modules/agents/tools/how_to/human_approval.ipynb b/docs/extras/modules/agents/tools/human_approval.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/how_to/human_approval.ipynb
rename to docs/extras/modules/agents/tools/human_approval.ipynb
diff --git a/docs/extras/modules/agents/tools/how_to/multi_input_tool.ipynb b/docs/extras/modules/agents/tools/multi_input_tool.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/how_to/multi_input_tool.ipynb
rename to docs/extras/modules/agents/tools/multi_input_tool.ipynb
diff --git a/docs/extras/modules/agents/tools/how_to/tool_input_validation.ipynb b/docs/extras/modules/agents/tools/tool_input_validation.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/how_to/tool_input_validation.ipynb
rename to docs/extras/modules/agents/tools/tool_input_validation.ipynb
diff --git a/docs/extras/modules/agents/tools/how_to/tools_as_openai_functions.ipynb b/docs/extras/modules/agents/tools/tools_as_openai_functions.ipynb
similarity index 100%
rename from docs/extras/modules/agents/tools/how_to/tools_as_openai_functions.ipynb
rename to docs/extras/modules/agents/tools/tools_as_openai_functions.ipynb
diff --git a/docs/extras/modules/callbacks/how_to/async_callbacks.ipynb b/docs/extras/modules/callbacks/async_callbacks.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/async_callbacks.ipynb
rename to docs/extras/modules/callbacks/async_callbacks.ipynb
diff --git a/docs/extras/modules/callbacks/how_to/custom_callbacks.ipynb b/docs/extras/modules/callbacks/custom_callbacks.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/custom_callbacks.ipynb
rename to docs/extras/modules/callbacks/custom_callbacks.ipynb
diff --git a/docs/extras/modules/callbacks/how_to/custom_chain.mdx b/docs/extras/modules/callbacks/custom_chain.mdx
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/custom_chain.mdx
rename to docs/extras/modules/callbacks/custom_chain.mdx
diff --git a/docs/extras/modules/callbacks/how_to/filecallbackhandler.ipynb b/docs/extras/modules/callbacks/filecallbackhandler.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/filecallbackhandler.ipynb
rename to docs/extras/modules/callbacks/filecallbackhandler.ipynb
diff --git a/docs/extras/modules/callbacks/how_to/multiple_callbacks.ipynb b/docs/extras/modules/callbacks/multiple_callbacks.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/multiple_callbacks.ipynb
rename to docs/extras/modules/callbacks/multiple_callbacks.ipynb
diff --git a/docs/extras/modules/callbacks/how_to/tags.mdx b/docs/extras/modules/callbacks/tags.mdx
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/tags.mdx
rename to docs/extras/modules/callbacks/tags.mdx
diff --git a/docs/extras/modules/callbacks/how_to/token_counting.ipynb b/docs/extras/modules/callbacks/token_counting.ipynb
similarity index 100%
rename from docs/extras/modules/callbacks/how_to/token_counting.ipynb
rename to docs/extras/modules/callbacks/token_counting.ipynb
diff --git a/docs/extras/modules/data_connection/document_transformers/integrations/_category_.yml b/docs/extras/modules/data_connection/document_transformers/integrations/_category_.yml
deleted file mode 100644
index 5131f3e6ed..0000000000
--- a/docs/extras/modules/data_connection/document_transformers/integrations/_category_.yml
+++ /dev/null
@@ -1 +0,0 @@
-label: 'Integrations'
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/MultiQueryRetriever.ipynb b/docs/extras/modules/data_connection/retrievers/MultiQueryRetriever.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/MultiQueryRetriever.ipynb
rename to docs/extras/modules/data_connection/retrievers/MultiQueryRetriever.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/self_query/chroma_self_query.ipynb b/docs/extras/modules/data_connection/retrievers/self_query/chroma_self_query.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/self_query/chroma_self_query.ipynb
rename to docs/extras/modules/data_connection/retrievers/self_query/chroma_self_query.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/self_query/myscale_self_query.ipynb b/docs/extras/modules/data_connection/retrievers/self_query/myscale_self_query.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/self_query/myscale_self_query.ipynb
rename to docs/extras/modules/data_connection/retrievers/self_query/myscale_self_query.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/self_query/pinecone.ipynb b/docs/extras/modules/data_connection/retrievers/self_query/pinecone.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/self_query/pinecone.ipynb
rename to docs/extras/modules/data_connection/retrievers/self_query/pinecone.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/self_query/qdrant_self_query.ipynb b/docs/extras/modules/data_connection/retrievers/self_query/qdrant_self_query.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/self_query/qdrant_self_query.ipynb
rename to docs/extras/modules/data_connection/retrievers/self_query/qdrant_self_query.ipynb
diff --git a/docs/extras/modules/data_connection/retrievers/how_to/self_query/weaviate_self_query.ipynb b/docs/extras/modules/data_connection/retrievers/self_query/weaviate_self_query.ipynb
similarity index 100%
rename from docs/extras/modules/data_connection/retrievers/how_to/self_query/weaviate_self_query.ipynb
rename to docs/extras/modules/data_connection/retrievers/self_query/weaviate_self_query.ipynb
diff --git a/docs/extras/modules/memory/how_to/adding_memory.ipynb b/docs/extras/modules/memory/adding_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/adding_memory.ipynb
rename to docs/extras/modules/memory/adding_memory.ipynb
diff --git a/docs/extras/modules/memory/how_to/adding_memory_chain_multiple_inputs.ipynb b/docs/extras/modules/memory/adding_memory_chain_multiple_inputs.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/adding_memory_chain_multiple_inputs.ipynb
rename to docs/extras/modules/memory/adding_memory_chain_multiple_inputs.ipynb
diff --git a/docs/extras/modules/memory/how_to/agent_with_memory.ipynb b/docs/extras/modules/memory/agent_with_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/agent_with_memory.ipynb
rename to docs/extras/modules/memory/agent_with_memory.ipynb
diff --git a/docs/extras/modules/memory/how_to/agent_with_memory_in_db.ipynb b/docs/extras/modules/memory/agent_with_memory_in_db.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/agent_with_memory_in_db.ipynb
rename to docs/extras/modules/memory/agent_with_memory_in_db.ipynb
diff --git a/docs/extras/modules/memory/how_to/conversational_customization.ipynb b/docs/extras/modules/memory/conversational_customization.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/conversational_customization.ipynb
rename to docs/extras/modules/memory/conversational_customization.ipynb
diff --git a/docs/extras/modules/memory/how_to/custom_memory.ipynb b/docs/extras/modules/memory/custom_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/custom_memory.ipynb
rename to docs/extras/modules/memory/custom_memory.ipynb
diff --git a/docs/extras/modules/memory/how_to/kg.ipynb b/docs/extras/modules/memory/kg.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/kg.ipynb
rename to docs/extras/modules/memory/kg.ipynb
diff --git a/docs/extras/modules/memory/how_to/multiple_memory.ipynb b/docs/extras/modules/memory/multiple_memory.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/multiple_memory.ipynb
rename to docs/extras/modules/memory/multiple_memory.ipynb
diff --git a/docs/extras/modules/memory/how_to/summary_buffer.ipynb b/docs/extras/modules/memory/summary_buffer.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/summary_buffer.ipynb
rename to docs/extras/modules/memory/summary_buffer.ipynb
diff --git a/docs/extras/modules/memory/how_to/token_buffer.ipynb b/docs/extras/modules/memory/token_buffer.ipynb
similarity index 100%
rename from docs/extras/modules/memory/how_to/token_buffer.ipynb
rename to docs/extras/modules/memory/token_buffer.ipynb
diff --git a/docs/extras/modules/model_io/models/chat/how_to/human_input_chat_model.ipynb b/docs/extras/modules/model_io/models/chat/human_input_chat_model.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/chat/how_to/human_input_chat_model.ipynb
rename to docs/extras/modules/model_io/models/chat/human_input_chat_model.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/async_llm.ipynb b/docs/extras/modules/model_io/models/llms/async_llm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/async_llm.ipynb
rename to docs/extras/modules/model_io/models/llms/async_llm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/custom_llm.ipynb b/docs/extras/modules/model_io/models/llms/custom_llm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/custom_llm.ipynb
rename to docs/extras/modules/model_io/models/llms/custom_llm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/fake_llm.ipynb b/docs/extras/modules/model_io/models/llms/fake_llm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/fake_llm.ipynb
rename to docs/extras/modules/model_io/models/llms/fake_llm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/human_input_llm.ipynb b/docs/extras/modules/model_io/models/llms/human_input_llm.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/human_input_llm.ipynb
rename to docs/extras/modules/model_io/models/llms/human_input_llm.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/llm.json b/docs/extras/modules/model_io/models/llms/llm.json
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/llm.json
rename to docs/extras/modules/model_io/models/llms/llm.json
diff --git a/docs/extras/modules/model_io/models/llms/how_to/llm.yaml b/docs/extras/modules/model_io/models/llms/llm.yaml
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/llm.yaml
rename to docs/extras/modules/model_io/models/llms/llm.yaml
diff --git a/docs/extras/modules/model_io/models/llms/how_to/llm_serialization.ipynb b/docs/extras/modules/model_io/models/llms/llm_serialization.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/llm_serialization.ipynb
rename to docs/extras/modules/model_io/models/llms/llm_serialization.ipynb
diff --git a/docs/extras/modules/model_io/models/llms/how_to/token_usage_tracking.ipynb b/docs/extras/modules/model_io/models/llms/token_usage_tracking.ipynb
similarity index 100%
rename from docs/extras/modules/model_io/models/llms/how_to/token_usage_tracking.ipynb
rename to docs/extras/modules/model_io/models/llms/token_usage_tracking.ipynb