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bagatur/fix_26232
v0.3rc
eugeen/add_llm_result_type
eugene/add_mypy_plugin
bagatur/tool_msg_coercion
master
erick/docs-v0-3rc-docs
eugene/v0.3_wut
erick/docs-rag-tutorial-deps
bagatur/core_0_3_0_dev1
bagatur/v0.3rc_merge_master_2
bagatur/v0.3rc_merge_master
eugene/core_0.3rc_first
bagatur/oai_emb_fix
isaac-recursiveurlloader-testing
harrison/3.0
bagatur/core_pydocstyle_lint
harrison/support-kwargs-vectorstore
v0.1
wfh/more_interops
bagatur/format_content_as
erick/community-undo-azure-ad-access-token-breaking-change
isaac/responseformatstuff
bagatur/delight
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bagatur/rfc_anthropic_cache_usage
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bagatur/dict_msg_tmpl2
wfh/nowarn
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bagatur/oai_disabled_params
jacob/templates
bagatur/content_block_template
erick/chroma-fix-typing
isaac/moreembeddingtests
eugene/openai_0.3
bagatur/standard_tests_async
eugene/merge_pydantic_3_changes
eugene/0.3_release_docs
cc/deprecate_evaluators
bagatur/selector_add_examples
bagatutr/langsmith_example_selector
docs/fix_chat_model_os
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isaac/moretooltables
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eugene/v0.3_meow
bagatur/serialize-pydantic-metadata
eugene/fix_tool_extra
erick/infra-pydantic-v2-scheduled-testing
bagatur/add_pydantic_sys_info
eugene/community_draft
cc/fix_exp_ci
eugene/pydantic_v_3
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eugene/update_llm_result_types
eugene/add_json_schema_methods
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eugene/add_timeout_for_tests
isaac/tavilynewlinefix
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eugene/add_tests_for_pydantic_models
eugene/document_indexer_v2
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wfh/async_chromium
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cc/bind_tools
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wfh/curry
wfh/inherit
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bagatur/rfc_tool_call_id_in_config
bagatur/docs_intro_wording
bagatur/lint_all_core_deps
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eugene/index_manager
eugene/tracing_interop2
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eugene/cleanup_deprecated_code
wfh/is_error
eugene/root_validators_02
eugene/root_validators_03
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eugene/indexing_v2
wfh/url
bagatur/rfc_configurable_model
cc/tool_token_counts
renderer
bagatur/mypy_v1_update
wfh/add_list_support
bagatur/rfc_tool_call_filter
erick/anthropic-release-0-1-16
wfh/add_tool_param_descripts_2
wfh/add_tool_param_descripts
nc/19jun/core-no-pydantic
bagatur/opinionated_formatter
bagatur/rfc_docstring_lint
cc/fix_milvus
cc/update_pydantic_dep
maddy/support-options-in-langchainhub
isaac/chatopenaiparalleltoolcallingparam
erick/huggingface-relax-tokenizers-dep
rlm/test-llama-cpp
bagatur/retrieval_v2_scratch
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bagatur/recursive_url_bash
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erick/docs-update-chatbedrock-with-tool-calling-docs-do-not-use
isaac/sitemaploader-testing
isaac/sitemaploader-tests
eugene/pydantic_migration_2
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erick/core-throw-errors-on-invalid-alternative-import
bagatur/rfc_smithify_docs
eugene/async_history_2
bagatur/ai21_0_1_6
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cc/update_openai_streaming_token_counts
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bagatur/docs-format-api-ref
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maddy/default-prompt-private-in-hub
eugene/update_version_docs
bagatur/parse_tool_docstring_fix
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harrison/new-docs
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bagatur/community_0_0_37
wfh/may3/help
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cc/docs_build
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bagatur/oai_tool_choice_required
cc/fix_openai
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bagatur/mistral_client
wfh/add_parameter_descriptions
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eugene/refactor_deprecations
eugene/release_0_2_0
eugene/web_retriever
eugene/move_memories_2
bagatur/tryout_uv
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eugene/run_type_for_lambdas
bagatur/rfc_standardize_input_msgs
bagatur/rfc_serialized_tool
brace/show-last-update-docs
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rlm/rag_eval_guide
bagatur/rfc_token_usage
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eugene/community_fix_imports
bagatur/goog_doc_nit
erick/docs-runnable-list-operations
bagatur/rm_convert_to_tool_docs
eugen/providers_update
erick/core-deprecate-vectorstore-relevance-scoring
eugene/outline_wrapper_1
erick/pytest-experiments-2
erick/pytest-experiments
erick/partner-cloudflare
rlm/langsmith_testing
erick/community-patch-clickhouse-make-it-possible-to-not-specify-index
eugene/postgres_vectorstore
bagatur/openllm_new_api
bagatur/layerupai
cc/deprecated_imports
erick/cohere-adaptive-rag-cookbook
erick/cohere-multi-tool-integration-test
dqbd/openai-lax-jsonschema
eugene/xml_again
brace/format-dpcs
eugene/pull_to_funcs
bagatur/fix_getattr
erick/core-patch-placeholder-message-shorthand
bagatur/0.2
eugene/unsafe_pydantic
bagatur/community_migration_script
bagatur/versioned_docs_2
bagatur/versioned_docs
bagatur/find_broken_links
bagatur/stream_pydantic
wfh/add_hub_version
eugene/stackframe
wfh/log_error
wfh/add_eval_metadata
erick/airbyte-patch-baseloader-wip
bagatur/rename_msg_kwargs
wfh/specify_version
fork/feature_audio_loader_auzre_speech
erick/infra-remove-venv-from-poetry-cache
erick/ci-test-timeout
erick/test-community-ci
erick/test-ci
wfh/add_warnings
eugene/huggingface
erick/core-patch-community-patch-baseloader-to-core
erick/core-minor-multimodal-document-page-content-rfc
bagatur/support_pydantic_context
bagatur/rfc_structured_list
erick/test-partner-failure
erick/test-partner-success
erick/test-error
eugene/fix_openai_community_stream
erick/test-ci-should-fail
erick/testutils
jacob/people
erick/docs-remove-platforms-redirect
eugene/add_people
erick/infra-check-min-versions-in-pr-ci
langchain-ai/langchain@5cbabbd
eugene/test_lint
erick/exa-lint
bagatur/make_cohere_client_optional
bagatur/rfc_as_str
erick/infra--individual-template-ci-
bagatur/rfc_@chain_typing
erick/infra-try-1-job-sphinx-build
rlm/mistral_cookbook
bagatur/rfc_chat_invoke_llm_res
erick/infra-rtd-build-bump-null
erick/infra-rtd-build-bump
erick/autoapi-test
bagatur/speedup_sphinx
erick/community-lint
erick/partner-nomic
erick/cli-langchain-dep-versions
bagatur/init_chat_prompt_msg_like
wfh/custom_prompt
fork/async-doc-loader
rlm/rag_from_scratch
eugene/message_history_test
erick/api-ref-navbar-update
bagatur/rfc_bind_collision
bagatur/bind_outside_agent
erick/release-notes
jacob/chatbot_message_passing
bagatur/3_12_ci
bagatur/assign_unpack
bagatur/docs_top_nav
bagatur/batch_overload_typing
bagatur/core_0_1_15_rc_1
bagatur/rfc_rich_retrieval
bagatur/runnable_drop
bagatur/class_chain
bagatur/initial_tool_choices
eugene/streaming_events
erick/core-patch-fallbacks-error-chain
harrison/tool-invocation
bagatur/tool_executor
erick/deepinfra-chat
eugene/agents_docs
eugene/update_index.md
bagatur/rfc_tool_executor
bagatur/rfc_extraction_improvement
bagatur/downgrade_setup_python
erick/mistralai-patch-enforce-stop-tokens
bagatur/thread_inof
bagatur/docs_last_updated_2
bagatur/docs_last_updated
erick/google-docs
dqbd/json-output-oai-parser-serialization
bagatur/cli_pkg_tmpl_lc_ver
erick/infra-try-show-last-update-time
bagatur/try_stat
bagatur/core_tracer_backwards_compat
erick/infra-ci-python-matrix-update-3-12
bagatur/rfc_retriever_return_str
do-not-merge
bagatur/dispatch_main_ci
bagatur/show_last_update_time
harrison/docs-m
harrison/docs-revamp-mirror
harrison/new-docs-revamp
harrison/agents-rewrite-code
bagatur/api_flyout
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harrison/merged-branches
bagatur/stuff_docs_lcel
harrison/agent-docs-concepts
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bagatur/api-ref-navbar-update
bagatur/combine_docs_chain_as_runnable
erick/ci-test-do-not-merge
bagatur/chat_hf
erick/infra--run-ci-on-all-prs-
bagatur/core_update_ruff_mypy
erick/nbconvert
bagatur/lc_stack_update
wfh/bind_tools
eugene/fix_xml_agent
harrison/anthropic-package
wfh/vertexai_fixup
bagatur/core_0_0_13
wfh/add_oai_agent_core_examples
erick/docs-bullet-points
wfh/gemini
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bagatur/community
harrison/turn-off-serializable
harrison/serializable-baga
wfh/prevent_outside
harrison/mongo-agent
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rlm/update-img-prompt
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harrison/deepsparse
bagatur/core_0.1
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erick/docs-docusaurus-3
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bagatur/core_lint_docstring
bagatur/core_0_0_8
bagatur/lcel_get_started
bagatur/fmt_notebooks
bagatur/export_prompt_chat_classes
harrison/add-imports
bagatur/serialization_tests
bagatur/patch_0.0.400
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erick/core-namespace-same
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bagatur/cogniswitch
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bagatur/multi_return_source
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bagatur/callbacks-refactor
(vectorstore)/PGVectorAsync
rlm/mm_template
bagatur/rfc_bind_getattr
erick/skip-release-check-cli
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rlm/sql-pgvector-template
erick/improvement-format-notebooks
erick/improvement-default-docs-url-root
bagautr/rfc_image_template
refactorChromaInitLogic
rlm/ollama_json
bagatur/rfc_pinecone_hybrid
eugene/document_runnables2
harrison/root-listeners
wfh/add_llm_output_to_adapter
rlm/biomedical-rag
bagatur/cohere_input_type
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bagatur/voyage-ai
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bagatur/lakefs-loader
bagatur/readthedocs-loader-improvements
hwchase17-patch-1
eugene/fix_type_onbase_transformer
bagatur/deep_memory_version_1
api-reference-agents-functions
erick/cli-ci
bagatur/retry_nit
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bagatur/rfc_chat_batch_gen
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bagatur/e2b-integration2
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shorthills-ai/master
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bagatur/cogniswitch_chains
bagatur/private_fn
erick/langservehub
bagatur/rfc_vecstore_interface
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charlie/fine-tuning-notebook
harrison/move-imports
wfh/rtds
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pg/python-3.12
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ankush/single-generations
nc/pandas-eval
eugene/update_warning_class
ankush/single-input
ankush/delete_v1_tracer
wfh/background
bagatur/bump_304
bagatur/dedup_transformer
eugene/fix_webbase_loader
harrison/move-pydantic-v1
wfh/vectorstore_tracing
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harrison/agents-exoskelton-1
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jacob/routing_cookbook
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bagatur/docs_zoom
jacob/feature_vercel_analytics
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eugene/automaton_variant_3
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bagatur/fix_multiquery
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molly/vectorstore-batching
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harrison/add-llm-kwargs
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bagatur/runnable_mem
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eugene/document_pipeline
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vwp/tools_undo
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vwp/characters_with_planning
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harrison/dbpedia
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ankush/callback-refactor
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harrison/agent_multi_inputs
harrison/promot-mrkl
harrison/fix_logging_api
harrison/use_output_parser
harrison/track_intermediate_steps
harrison/sql_error
harrison/logging_to_file
harrison/output_parser
harrison/flexible_model_args
harrison/agent-improvements
harrison/router_docs
harrison/docs
samantha/add_llm_to_example
harrison/reorg_smart_chains
mako-templates
harrison/save_metadatas
harrison/router
harrison/custom_pipeline
harrison/chain_pipeline
harrison/prompts_docs
harrison/attempt_citing_in_prompt
harrison/load_prompt
harrison/prompts_take_2
harrison/ape
harrison/prompt_examples
harrison/add_dependencies
langchain-ai21==0.1.4
langchain-ai21==0.1.5
langchain-ai21==0.1.6
langchain-ai21==0.1.7
langchain-airbyte==0.1.1
langchain-anthropic==0.1.12
langchain-anthropic==0.1.13
langchain-anthropic==0.1.14rc1
langchain-anthropic==0.1.14rc2
langchain-anthropic==0.1.15
langchain-anthropic==0.1.16
langchain-anthropic==0.1.17
langchain-anthropic==0.1.18
langchain-anthropic==0.1.19
langchain-anthropic==0.1.20
langchain-anthropic==0.1.21
langchain-anthropic==0.1.22
langchain-anthropic==0.1.23
langchain-anthropic==0.2.0.dev0
langchain-anthropic==0.2.0.dev1
langchain-azure-dynamic-sessions==0.1.0
langchain-azure-dynamic-sessions==0.1.0rc0
langchain-box==0.1.0
langchain-chroma==0.1.1
langchain-chroma==0.1.2
langchain-cli==0.0.22
langchain-cli==0.0.23
langchain-cli==0.0.24
langchain-cli==0.0.25
langchain-cli==0.0.26
langchain-cli==0.0.27
langchain-cli==0.0.28
langchain-cli==0.0.29
langchain-cli==0.0.30
langchain-community==0.0.35
langchain-community==0.0.36
langchain-community==0.0.37
langchain-community==0.0.38
langchain-community==0.2.0
langchain-community==0.2.0rc1
langchain-community==0.2.1
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langchain-community==0.2.11
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langchain-community==0.2.16
langchain-community==0.2.2
langchain-community==0.2.3
langchain-community==0.2.4
langchain-community==0.2.5
langchain-community==0.2.6
langchain-community==0.2.7
langchain-community==0.2.9
langchain-community==0.3.0.dev1
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langchain-openai==0.1.21
langchain-openai==0.1.21rc1
langchain-openai==0.1.21rc2
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langchain-openai==0.1.5
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langchain-openai==0.1.7
langchain-openai==0.1.8
langchain-openai==0.1.8rc1
langchain-openai==0.1.9
langchain-openai==0.2.0.dev0
langchain-openai==0.2.0.dev1
langchain-openai==0.2.0.dev2
langchain-pinecone==0.1.1
langchain-pinecone==0.1.2
langchain-pinecone==0.1.3
langchain-prompty==0.0.1
langchain-prompty==0.0.2
langchain-prompty==0.0.3
langchain-qdrant==0.0.1
langchain-qdrant==0.1.0
langchain-qdrant==0.1.1
langchain-qdrant==0.1.2
langchain-qdrant==0.1.3
langchain-robocorp==0.0.10
langchain-robocorp==0.0.6
langchain-robocorp==0.0.7
langchain-robocorp==0.0.8
langchain-robocorp==0.0.9
langchain-robocorp==0.0.9.post1
langchain-text-splitters==0.0.2
langchain-text-splitters==0.2.0
langchain-text-splitters==0.2.1
langchain-text-splitters==0.2.2
langchain-text-splitters==0.2.4
langchain-text-splitters==0.3.0.dev0
langchain-text-splitters==0.3.0.dev1
langchain-together==0.1.1
langchain-together==0.1.2
langchain-together==0.1.3
langchain-together==0.1.4
langchain-together==0.1.5
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langchain-unstructured==0.1.1
langchain-unstructured==0.1.2
langchain-upstage==0.1.4
langchain-upstage==0.1.5
langchain-voyageai==0.1.1
langchain==0.1.17
langchain==0.1.19
langchain==0.1.20
langchain==0.2.0
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langchain/libs/partners/openai
History
Orest Xherija 0b1e09029f
openai[patch]: increase max batch size for Azure OpenAI Embeddings API (#19532) 
**Description:** Azure OpenAI has increased its maximum batch size from
16 to 2048 for the Embeddings API per this How-To
[page](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/embeddings?tabs=console#best-practices)

Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
 		6 months ago
..
langchain_openai openai[patch]: increase max batch size for Azure OpenAI Embeddings API (#19532) 6 months ago
scripts infra: add print rule to ruff (#16221) 7 months ago
tests openai[patch]: tool use integration test (#19460) 6 months ago
.gitignore openai[minor]: implement langchain-openai package (#15503) 8 months ago
LICENSE openai[minor]: implement langchain-openai package (#15503) 8 months ago
Makefile openai[patch]: fix name param (#19365) 6 months ago
README.md openai[patch], docs: readme (#15773) 8 months ago
poetry.lock openai[patch]: add test coverage to output (#19462) 6 months ago
pyproject.toml openai[patch]: add test coverage to output (#19462) 6 months ago

README.md

langchain-openai

This package contains the LangChain integrations for OpenAI through their openai SDK.

Installation and Setup

  • Install the LangChain partner package
pip install langchain-openai
  • Get an OpenAI api key and set it as an environment variable (OPENAI_API_KEY)

LLM

See a usage example.

from langchain_openai import OpenAI

If you are using a model hosted on Azure, you should use different wrapper for that:

from langchain_openai import AzureOpenAI

For a more detailed walkthrough of the Azure wrapper, see here

Chat model

See a usage example.

from langchain_openai import ChatOpenAI

If you are using a model hosted on Azure, you should use different wrapper for that:

from langchain_openai import AzureChatOpenAI

For a more detailed walkthrough of the Azure wrapper, see here

Text Embedding Model

See a usage example

from langchain_openai import OpenAIEmbeddings

If you are using a model hosted on Azure, you should use different wrapper for that:

from langchain_openai import AzureOpenAIEmbeddings

For a more detailed walkthrough of the Azure wrapper, see here