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cc/migration_guide

isaac/ollamaintegration

master

eugene/pre_init_decorator

eugene/update_vectorstore_abstraction

erick/milvus-3-12-build-compat-work

wfh/is_error

nc/3jul/configurable-outside

bagautr/very_configurable_model

cc/deprecate_analyzedocumentchain

cc/message_history

eugene/root_validators_02

eugene/root_validators_03

cc/deprecations

bagatur/lint_all_core_deps

eugene/pinecone_add_standard_tests

eugene/indexing_v2

wfh/url

cc/toolkits

bagatur/rfc_configurable_model

cc/tool_token_counts

renderer

bagatur/oai_emb_fix

bagatur/mypy_v1_update

wfh/add_list_support

bagatur/rfc_tool_call_filter

erick/infra-prerelease-dep-checking-on-release

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

erick/infra-add-sqlalchemy-to-min-version-testing

cc/fix_milvus

cc/update_pydantic_dep

v0.1

vb/add-remove-message

maddy/support-options-in-langchainhub

isaac/chatopenaiparalleltoolcallingparam

erick/huggingface-relax-tokenizers-dep

isaac/duckduckgosearch-apiwrapperconfig

rlm/test-llama-cpp

bagatur/retrieval_v2_scratch

erick/core-loosen-packaging-lib-version

eugene/disable_lint_rule

eugene/get_model_defaults

wfh/allyourtreesarebelongtome

eugene/pydantic_migration_2_b

isaac/sitemaploader-goldendocs

bagatur/recursive_url_bash

erick/docs-update-chatbedrock-with-tool-calling-docs-dont-use

erick/docs-update-chatbedrock-with-tool-calling-docs-do-not-use

isaac/sitemaploader-testing

isaac/sitemaploader-tests

eugene/pydantic_migration_2

erick/core-throw-error-on-invalid-alternative-import-in-deprecated

isaac-recursiveurlloader-testing

erick/core-throw-errors-on-invalid-alternative-import

bagatur/rfc_smithify_docs

eugene/async_history_2

bagatur/ai21_0_1_6

erick/docs-rewrite-contributor-docs

cc/update_openai_streaming_token_counts

eugene/llm_token_counts

eugene/langchain_how_to_config

bagatur/docs-format-api-ref

eugene/callbacks_propagate

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eugene/proposal_rate_limiter

maddy/default-prompt-private-in-hub

eugene/update_version_docs

bagatur/parse_tool_docstring_fix

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eugene/how_does_this_stream

eugene/langchain_core_manager

eugene/update_linting

erick/docs-ignore-echo-false-blocks

dqbd/api_ref_styles

erick/infra-codespell-v1

erick/infra-codespell-in-v1-branch

erick/community-release-0-2-0rc1

eugene/add_change_log2

harrison/new-docs

cc/retriever_score

bagatur/community_0_0_37

wfh/may3/help

eugene/core_0.2.0rc1

cc/docs_build

eugene/update_warnings2

bagatur/oai_tool_choice_required

cc/fix_openai

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eugene/migrate_document_loaders

bagatur/mistral_client

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erick/core-remove-batch-size-from-llm-start-callbacks

eugene/refactor_deprecations

eugene/release_0_2_0

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eugene/move_memories_2

bagatur/tryout_uv

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bagatur/rfc_serialized_tool

brace/show-last-update-docs

erick/release-note-experiments

eugene/runnable_config

cc/function_message

rlm/rag_eval_guide

bagatur/rfc_token_usage

eugene/custom_embeddings

eugene/community_fix_imports

bagatur/goog_doc_nit

erick/docs-runnable-list-operations

bagatur/rm_convert_to_tool_docs

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eugene/outline_wrapper_1

erick/pytest-experiments-2

erick/pytest-experiments

erick/partner-cloudflare

rlm/langsmith_testing

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eugene/postgres_vectorstore

wfh/async_chromium

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

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erick/test-ci

wfh/add_warnings

eugene/huggingface

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bagatur/support_pydantic_context

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erick/testutils

jacob/people

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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

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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

harrison/revamp-memory

harrison/merged-branches

bagatur/stuff_docs_lcel

harrison/agent-docs-concepts

harrison/agent-docs-custom

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

eugene/bug_history

bagatur/community

harrison/turn-off-serializable

harrison/serializable-baga

wfh/prevent_outside

harrison/mongo-agent

erick/all-patch---change-ci-title-in-event-of-no-matrix-expansion-

rlm/update-img-prompt

eugene/update_file_chat_memory

harrison/deepsparse

bagatur/core_0.1

harrison/integrations

erick/docs-docusaurus-3

rlm/mm-rag-deck

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

wfh/tqdm_for_wait

bagatur/fix_core_namespace

erick/core-namespace-same

erick/api-docs-core-bugfix-

brace/new-lc-stack-svg

wfh/tqdm_wait

v0.0.339

bagatur/cogniswitch

dqbd/docs-responsivity-fix

bagatur/multi_return_source

wfh/func_eval

bagatur/full_template_docs

bagatur/callbacks-refactor

(vectorstore)/PGVectorAsync

rlm/mm_template

bagatur/rfc_bind_getattr

erick/skip-release-check-cli

bagatur/rm_return_direct_error

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

bagatur/update-schema

erick/cli-codegen

wfh/content_union

bagatur/docs_smith_serve

rlm/open_clip_embd_expt

rlm/multi-modal-template

wfh/ossinvoc

pg/test-publish-rc-versions

wfh/conversational_feedback

bagatur/voyage-ai

template-readme-missing-env

rescana-com/master

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

wfh/tree_distance

jacoblee93-patch-1-1

wfh/runnable_traceable

bagatur/rfc_chat_batch_gen

rlm/text-to-pgvector

bagatur/e2b-integration2

bagatur/api-reference-agents-functions

shorthills-ai/master

bagatur/e2b-integration

wfh/save_model_name

bagatur/voyage

rlm/LLaMA2_sql_scrub

bagatur/cogniswitch_chains

bagatur/private_fn

erick/langservehub

bagatur/rfc_vecstore_interface

nc/repl-lib

charlie/fine-tuning-notebook

harrison/move-imports

wfh/rtds

wfh/json_schema_evaluator

pg/python-3.12

wfh/eval_public_dataset

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

vdaas-feature/vald

harrison/agents-exoskelton-1

harrison/agents-exoskeleton

jacob/routing_cookbook

harrison/more-imports

harrison/remove-from-init

eugene/automaton_variant_4

harrison/specified-input-keys

bagatur/docs_zoom

jacob/feature_vercel_analytics

wfh/update_types

francisco/sql_agent_improvements

wfh/implicit_client

bagatur/auto_rewrite_retrieval

bagatur/konko

eugene/automaton_variant_3

wfh/default_retries

bagatur/lint_fix

rlm/fix-prompts

wfh/redirects

eugene/automaton_variant_2

bagatur/fix_multiquery

wfh/json_other

wfh/fix_link

bagatur/add-data-anonymizer

bagatur/mem_session

molly/vectorstore-batching

deepsense-ai/llama-cpp-grammar

bagatur/gpt_4_docstring

harrison/add-llm-kwargs

bagatur/redis_refactor

rlm/llama-grammar

bagatur/runnable_mem

wfh/clirun

eugene/document_pipeline

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bagatur/rfc_fallback_inherit

bagatur/epsilla

bagatur/promptguard

harrison/pydantic-bridge

bagatur/cheatsheet

wfh/update_criteria_prompt

pydantic/b2_bump

eugene/pydantic_v2_tools2

wfh/criteria_strat

eugene/wrap_openapi_stuff

bagatur/bump_264

bagatur/new_msg

rlm/agent_use_case

harrison/remove-things-from-init

harrison/clean-up-imports

bagatur/lite_llm

bagatur/rfc_zep_search

bagatur/pydantic_agnostic

bagatur/bagel

bagatur/fix_sched_2

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bagatur/respect_light_mode

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eugene/automaton_variant_1

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wfh/example_id_config

bagatur/rm_nuclia_ext

wfh/fix_recursive_url_loader

bagatur/runnable_locals

wfh/embeddings_callbacks_v3

bagatur/google_drive

rlm/chatbots_use_case

wfh/langsmith_nopydantic

eugene/enum_rendering

harrison/add-memory-to-sql

bagatur/rfc_fallbacks

harrison/xml-agent

bagatur/mod_desc

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eugene/expand_documentation

wfh/api_ref

wfh/swizzle

eugene/test

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wfh/retriever_additional_data

harrison/experimental-package

bagatu/rfc_pkg_per_chain

wfh/default_data_type

harrison/move-to-schema/chain

harrison/move-to-schema-more-callbacks

wfh/to_prompt_template

wfh/not_implemented

wfh/limit_concurrency

wfh/delete_deprecated

harrison/move_to_core

harrison/move-to-core/prompts

wfh/add_agent_trajectory_loader

ankush/message-eval

harrison/variable-table

wfh/skip_no_output

harrison/apply-async

harrison/improve-docs-formatting

vwp/embedding_fuzzy

wfh/evals_docs_reorg_draft

vwp/comparison_with_references

wfh/comparison_with_references

harrison/split-schema-dir

vwp/accept_no_reasoning

wfh/embeddings_callbcaks

vwp/fix_promptlayer

wfh/key_matching

harrison/marqo

vwp/make_new_eval_chain_run

vwp/any_callable

vwp/time_to_first_token

vwp/accept_chain

vwp/evals_docs_reorg

vwp/similarity

vwp/use_langsmith

vwp/rm_dep

vwp/script_for_adding_docs

octoml/master

harrison/set-pydantic-docs

harrison/markdown-docs

vwp/drafts/unit_testing

harrison/functions

ankush/asyncio-gather-agenerate

vwp/retriever_callbacks_v2

vwp/schema_dir

harrison/allow-kwargs

eugene/persistence_db

vwp/anthropic_token_usage

vwp/evaluator_chains

vwp/envurl

eugene/research_v1

eugene/chain_generics

harrison/neo4j-lint

ankush/callbacks-cleanup

dev2049/pgvector_fix

harrison/anthropic-chat

vwp/simplify_tracer2

vwp/simplify_tracer

harrison/schema-directory

harrison/comp-prompt

dev2049/rough_draft_doc_manager

vwp/child_runs

ankush/chat-agent-parsing

dev2049/combine_quickstart

dev2049/concise_get_started

vwp/feedback_crud

harrison/exclude-embedings

dev2049/azure_vecstore

vwp/base_model

dev2049/getting_started_clean

dev2049/change_llm_name

dev2049/embedding_rename

eugene/prompt_template

harrison/serialize-chat

dev2049/embed_docs_to_texts

dev2049/doc_clean

dev2049/chroma_cleanup

harrison/few-shot-w-template-fix

retrievalqafinetune

dev2049/retrieval_eval

vwp/tracing_docs

vwp/bold_headergs

eugene/add_file_system

harrison/return-prompt

vwp/tracer-async-call

eugene/check_something

dev2049/combine_refac

eugene/updat_extended_tests

eugene/meow_draft

eugene/fix_google_palm_tests

vwp/dcv2

eugene/retriever_version

tjaffri/dgloader

harrison/pdfplumber

vwp/patch

harrison/character-chat-agent

harrison/mongo-loader

harrison/sharepoint

eugene/add_caching_from_master_only

dev2049/save-to-notion-tool

dev2049/self_query_integration

dev2049/update_lock

eugene/revert_workflows

revert-4465-harrison/env-var

dev2049/pgvector-size-fix

vwp/eval_examples

fork-chains

eugene/test_branch

vwp/add-github-api-utility

vwp/from_llm_and_tools

vwp/pandas_cb_manager

add-scenexplain-tool

vwp/tools_callbacks

vwp/relax_chat_agent

vwp/parser__type

vwp/filter_ambiguous_args

harrison/get-working-with-agents

dev2049/null_callback_hack

dev2049/llm_requests_chain

vwp/test_on_built_wheel

vwp/avoid_poetry_deps_in_ci

eugene/openai_optional

vwp/agent_tests

vwp/structured_tools

vwp/align_search_tools

vwp/structured_tools_with_pyd

vwp/inheritance_same_agents

vwp/chatregtests

dev2049/default_models

dev2049/perfect_retriever

dev2049/docs_stateful

vwp/add_args

khimaros/master

vwp/chroma_elements

vwp/default_dont_raise

vwp/lintfix

harrison/anthropic

dev2049/retrieval_eval_nb

harrison/contextual-compression

vwp/marathon

agents-4-18

harrison-outerr-exc

vwp/hf_image_gen

vwp/hf_imagen

vwp/tools_undo

vwp/characters_2

vwp/tools-refactor-2

harrison/autogpt

harrison/typeo

dev2049/fmt_nbs

vwp/numexpr

harrison/characters-nb

vwp/characters_with_planning

harrison/pinecone-backwards-compat

vwp/openapi_with_tool_retrieval

harrison/aws-text

ankush/patch1

harrison/processor

harrison/script-update

harrison/api-chain

harrison/ai21-embeddings

harrison/alpaca

nc/poe-handler-chat-model

nc/poe-handler

harrison/mrkl-parser

harrison/agent-experiments

harrison/replicate

harrison/chat-chain

harrison/update-wandb

harrison/debug

harrison/qasper

harrison/dbpedia

harrison/changes

jeremy/guardrails

nc/guardrails-error-handling

harrison/guardrails

harrison/use-output-parsers

John-Church-guard

agent_evaluation

harrison/kor-chain

harrison/inference-api

ankush/callback-refactor

harrison/eval

harrison/audio

ankush/prompt-abstractions

harrison/memory-chat

harrison/indexes

ankush/partial-prompt-apply

harrison/sagemaker

harrison/datetime

harrison/openapiagent

harrison/paged-pdf

harrison/pswsl

ankush/example-runner

harrison/guards

scad/api-chain

harrison/prompt-bugs

harrison/sql-agent

harrison/pinecone-try-except

harrison/callback-updates

harrison/map-rerank

harrison/combine-docs-parse

harrison/azure-rfc

harrison/sequential_chain_from_prompts

harrison/agent-refactor

harrison/agent_intermediate_steps

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-azure-dynamic-sessions==0.1.0

langchain-azure-dynamic-sessions==0.1.0rc0

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-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

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-core==0.1.47

langchain-core==0.1.48

langchain-core==0.1.50

langchain-core==0.1.51

langchain-core==0.1.52

langchain-core==0.2.0

langchain-core==0.2.0rc1

langchain-core==0.2.1

langchain-core==0.2.10

langchain-core==0.2.11

langchain-core==0.2.2

langchain-core==0.2.2rc1

langchain-core==0.2.3

langchain-core==0.2.4

langchain-core==0.2.5

langchain-core==0.2.6

langchain-core==0.2.7

langchain-core==0.2.8

langchain-core==0.2.9

langchain-couchbase==0.0.1

langchain-exa==0.1.0

langchain-experimental==0.0.58

langchain-experimental==0.0.59

langchain-experimental==0.0.60

langchain-experimental==0.0.61

langchain-experimental==0.0.62

langchain-fireworks==0.1.3

langchain-fireworks==0.1.4

langchain-groq==0.1.4

langchain-groq==0.1.5

langchain-groq==0.1.6

langchain-huggingface==0.0.1

langchain-huggingface==0.0.2

langchain-huggingface==0.0.3

langchain-ibm==0.1.5

langchain-ibm==0.1.6

langchain-ibm==0.1.7

langchain-ibm==0.1.8

langchain-milvus==0.1.0

langchain-milvus==0.1.1

langchain-mistralai==0.1.6

langchain-mistralai==0.1.7

langchain-mistralai==0.1.8

langchain-mistralai==0.1.9

langchain-mongodb==0.1.4

langchain-mongodb==0.1.5

langchain-mongodb==0.1.6

langchain-nomic==0.1.0

langchain-nomic==0.1.1

langchain-nomic==0.1.2

langchain-openai==0.1.10

langchain-openai==0.1.11

langchain-openai==0.1.12

langchain-openai==0.1.13

langchain-openai==0.1.14

langchain-openai==0.1.5

langchain-openai==0.1.6

langchain-openai==0.1.7

langchain-openai==0.1.8

langchain-openai==0.1.8rc1

langchain-openai==0.1.9

langchain-pinecone==0.1.1

langchain-prompty==0.0.1

langchain-prompty==0.0.2

langchain-qdrant==0.0.1

langchain-qdrant==0.1.0

langchain-qdrant==0.1.1

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-together==0.1.1

langchain-together==0.1.2

langchain-together==0.1.3

langchain-upstage==0.1.4

langchain-upstage==0.1.5

langchain-voyageai==0.1.1

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langchain==0.1.19

langchain==0.1.20

langchain==0.2.0

langchain==0.2.0rc1

langchain==0.2.0rc2

langchain==0.2.1

langchain==0.2.2

langchain==0.2.3

langchain==0.2.4

langchain==0.2.5

langchain==0.2.6

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History

Bagatur 2424fff3f1 notebook fmt (#12498 )		8 months ago
..
rewrite_retrieve_read	notebook fmt (#12498 )	8 months ago
tests	Templates (#12294 )	8 months ago
README.md	Templates (#12294 )	8 months ago
main.py	Format Templates (#12396 )	8 months ago
poetry.lock	various templates improvements (#12500 )	8 months ago
pyproject.toml	various templates improvements (#12500 )	8 months ago

README.md

Rewrite-Retrieve-Read

Rewrite-Retrieve-Read is a method proposed in the paper Query Rewriting for Retrieval-Augmented Large Language Models

Because the original query can not be always optimal to retrieve for the LLM, especially in the real world... we first prompt an LLM to rewrite the queries, then conduct retrieval-augmented reading

We show how you can easily do that with LangChain Expression Language