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langchain/libs/community/langchain_community/embeddings
Rohan Aggarwal 8021d2a2ab
community[minor]: Oraclevs integration (#21123)
Thank you for contributing to LangChain!

- Oracle AI Vector Search 
Oracle AI Vector Search is designed for Artificial Intelligence (AI)
workloads that allows you to query data based on semantics, rather than
keywords. One of the biggest benefit of Oracle AI Vector Search is that
semantic search on unstructured data can be combined with relational
search on business data in one single system. This is not only powerful
but also significantly more effective because you don't need to add a
specialized vector database, eliminating the pain of data fragmentation
between multiple systems.


- Oracle AI Vector Search is designed for Artificial Intelligence (AI)
workloads that allows you to query data based on semantics, rather than
keywords. One of the biggest benefit of Oracle AI Vector Search is that
semantic search on unstructured data can be combined with relational
search on business data in one single system. This is not only powerful
but also significantly more effective because you don't need to add a
specialized vector database, eliminating the pain of data fragmentation
between multiple systems.
This Pull Requests Adds the following functionalities
Oracle AI Vector Search : Vector Store
Oracle AI Vector Search : Document Loader
Oracle AI Vector Search : Document Splitter
Oracle AI Vector Search : Summary
Oracle AI Vector Search : Oracle Embeddings


- We have added unit tests and have our own local unit test suite which
verifies all the code is correct. We have made sure to add guides for
each of the components and one end to end guide that shows how the
entire thing runs.


- We have made sure that make format and make lint run clean.

Additional guidelines:
- Make sure optional dependencies are imported within a function.
- Please do not add dependencies to pyproject.toml files (even optional
ones) unless they are required for unit tests.
- Most PRs should not touch more than one package.
- Changes should be backwards compatible.
- If you are adding something to community, do not re-import it in
langchain.

If no one reviews your PR within a few days, please @-mention one of
baskaryan, efriis, eyurtsev, hwchase17.

---------

Co-authored-by: skmishraoracle <shailendra.mishra@oracle.com>
Co-authored-by: hroyofc <harichandan.roy@oracle.com>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
5 months ago
..
__init__.py community[minor]: Oraclevs integration (#21123) 5 months ago
aleph_alpha.py community[minor]: import fix (#20995) 5 months ago
anyscale.py community[minor]: Add Anyscale embedding support (#17605) 6 months ago
awa.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
azure_openai.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
baichuan.py infra: add print rule to ruff (#16221) 8 months ago
baidu_qianfan_endpoint.py community:qianfan endpoint support init params & remove useless params definietion (#15381) 9 months ago
bedrock.py community[minor]: import fix (#20995) 5 months ago
bookend.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
clarifai.py community[patch] : Tidy up and update Clarifai SDK functions (#18314) 7 months ago
cloudflare_workersai.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
cohere.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
dashscope.py Fixing the Issue with DashScopeEmbeddings Handling More than 25 Rows of Data (#14662) 9 months ago
databricks.py community[patch]: docstrings update (#20301) 5 months ago
deepinfra.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
edenai.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
elasticsearch.py elasticsearch[patch], community[patch]: update references, deprecate community classes (#18506) 7 months ago
embaas.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
ernie.py community[patch]: deprecate ErnieBotChat and ErnieEmbeddings classes (#15862) 8 months ago
fake.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
fastembed.py community[patch]: support fastembed v1 and v2 (#19125) 6 months ago
gigachat.py community[minor]: Added GigaChat Embeddings support + updated previous GigaChat integration (#19516) 6 months ago
google_palm.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
gpt4all.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
gradient_ai.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
huggingface.py docs: HFEmbeddings: Add more information to model_kwargs/encode_kwargs (#19594) 6 months ago
huggingface_hub.py community[patch]: Fixed 'coroutine' object is not subscriptable error (#15986) 8 months ago
infinity.py docs: community docstring updates (#21040) 5 months ago
infinity_local.py community[patch]: docstrings update (#20301) 5 months ago
itrex.py community[minor]: Add ITREX optimized Embeddings (#18474) 6 months ago
javelin_ai_gateway.py community[patch]: docstrings update (#20301) 5 months ago
jina.py Refactor: use SecretStr for jina embeddings (#15068) 9 months ago
johnsnowlabs.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
laser.py community: Add Laser Embedding Integration (#18111) 7 months ago
llamacpp.py community[minor]: import fix (#20995) 5 months ago
llamafile.py community[minor]: llamafile embeddings support (#17976) 7 months ago
llm_rails.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
localai.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
minimax.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
mlflow.py docs: fix databricks document url (#19096) 6 months ago
mlflow_gateway.py community[patch]: docstrings update (#20301) 5 months ago
modelscope_hub.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
mosaicml.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
nemo.py community[patch]: docstrings update (#20301) 5 months ago
nlpcloud.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
oci_generative_ai.py community[minor]: import fix (#20995) 5 months ago
octoai_embeddings.py community[patch]: octoai embeddings bug fix (#17216) 8 months ago
ollama.py community[patch]: OllamaEmbeddings - Pass headers to post request (#16880) 6 months ago
openai.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
openvino.py community[minor]: import fix (#20995) 5 months ago
optimum_intel.py community: fix tqdm import (#20263) 5 months ago
oracleai.py community[minor]: Oraclevs integration (#21123) 5 months ago
premai.py docs: community docstring updates (#21040) 5 months ago
sagemaker_endpoint.py community[patch]: Add explicit error message to Bedrock error output. (#17328) 6 months ago
self_hosted.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
self_hosted_hugging_face.py docs: Update documentation to use 'model_id' rather than 'model_name' to match actual API (#16615) 8 months ago
sentence_transformer.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
solar.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
spacy_embeddings.py infra: add -p to mkdir in lint steps (#17013) 8 months ago
sparkllm.py docs: community docstring updates (#21040) 5 months ago
tensorflow_hub.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
text2vec.py Update text2vec.py (#19657) 6 months ago
titan_takeoff.py docs: community docstring updates (#21040) 5 months ago
vertexai.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
volcengine.py Feat add volcano embedding (#14693) 9 months ago
voyageai.py (all): update removal in deprecation warnings from 0.2 to 0.3 (#21265) 5 months ago
xinference.py community[major], core[patch], langchain[patch], experimental[patch]: Create langchain-community (#14463) 10 months ago
yandex.py community[patch]: YandexGPT API add ability to disable request logging (#20670) 5 months ago