Bagatur/tiledb #12811
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Bagatur/tiledb #12811
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- **Description:** Add [TileDB](https://tiledb.com) vectorstore implementation. TileDB offers ANN search capabilities using the [TileDB-Vector-Search](https://github.com/TileDB-Inc/TileDB-Vector-Search) module. It provides serverless execution of ANN queries and storage of vector indexes both on local disk and cloud object stores (i.e. AWS S3). More details in: - [Why TileDB as a Vector Database](https://tiledb.com/blog/why-tiledb-as-a-vector-database) - [TileDB 101: Vector Search](https://tiledb.com/blog/tiledb-101-vector-search) - **Twitter handle:** @tiledb
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baskaryan
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Ɑ: vector store
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in GoogleCloudPlatform/genai-databases-retrieval-app
Nov 14, 2023
[](https://renovatebot.com) This PR contains the following updates: | Package | Change | Age | Adoption | Passing | Confidence | |---|---|---|---|---|---| | [langchain](https://togithub.com/langchain-ai/langchain) | `==0.0.329` -> `==0.0.335` | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | [](https://docs.renovatebot.com/merge-confidence/) | --- ### Release Notes <details> <summary>langchain-ai/langchain (langchain)</summary> ### [`v0.0.335`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.335) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.334...v0.0.335) #### What's Changed - vectara rag mq by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13214](https://togithub.com/langchain-ai/langchain/pull/13214) - Add more runnable documentation by [@​eyurtsev](https://togithub.com/eyurtsev) in [https://github.com/langchain-ai/langchain/pull/13083](https://togithub.com/langchain-ai/langchain/pull/13083) - Document RunnableWithFallbacks by [@​eyurtsev](https://togithub.com/eyurtsev) in [https://github.com/langchain-ai/langchain/pull/13088](https://togithub.com/langchain-ai/langchain/pull/13088) - Add RunnableSequence documentation by [@​eyurtsev](https://togithub.com/eyurtsev) in [https://github.com/langchain-ai/langchain/pull/13094](https://togithub.com/langchain-ai/langchain/pull/13094) - feat: FastEmbed embedding provider by [@​Anush008](https://togithub.com/Anush008) in [https://github.com/langchain-ai/langchain/pull/13109](https://togithub.com/langchain-ai/langchain/pull/13109) - issue [#​12165](https://togithub.com/langchain-ai/langchain/issues/12165) mask API key in chat_models/azureml_endpoint module by [@​fyasla](https://togithub.com/fyasla) in [https://github.com/langchain-ai/langchain/pull/12836](https://togithub.com/langchain-ai/langchain/pull/12836) - Bagatur/langserve blurb by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13217](https://togithub.com/langchain-ai/langchain/pull/13217) - Neo4j chat message history by [@​tomasonjo](https://togithub.com/tomasonjo) in [https://github.com/langchain-ai/langchain/pull/13008](https://togithub.com/langchain-ai/langchain/pull/13008) - Add mongo parent template to index by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13222](https://togithub.com/langchain-ai/langchain/pull/13222) - new course on `DeepLearning.ai` by [@​leo-gan](https://togithub.com/leo-gan) in [https://github.com/langchain-ai/langchain/pull/12755](https://togithub.com/langchain-ai/langchain/pull/12755) - Update Documentation: Corrected Typos and Improved Clarity by [@​fvaysh](https://togithub.com/fvaysh) in [https://github.com/langchain-ai/langchain/pull/11725](https://togithub.com/langchain-ai/langchain/pull/11725) - feat: Docusaurus Loader by [@​leedotpang](https://togithub.com/leedotpang) in [https://github.com/langchain-ai/langchain/pull/9138](https://togithub.com/langchain-ai/langchain/pull/9138) - Fix Document Loader Unit Test - Docusaurus by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13228](https://togithub.com/langchain-ai/langchain/pull/13228) - fleet_context docs update by [@​adrwz](https://togithub.com/adrwz) in [https://github.com/langchain-ai/langchain/pull/13221](https://togithub.com/langchain-ai/langchain/pull/13221) - Add template for conversational rag with timescale vector by [@​cevian](https://togithub.com/cevian) in [https://github.com/langchain-ai/langchain/pull/13041](https://togithub.com/langchain-ai/langchain/pull/13041) - Upgrade cohere embedding model to v3 by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13219](https://togithub.com/langchain-ai/langchain/pull/13219) - update stack diagram by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13213](https://togithub.com/langchain-ai/langchain/pull/13213) - Fix BeautifulSoupTransformer: no more duplicates and correct order of tags + tests by [@​petervandenabeele](https://togithub.com/petervandenabeele) in [https://github.com/langchain-ai/langchain/pull/12596](https://togithub.com/langchain-ai/langchain/pull/12596) - Make it easier to subclass runnable binding with custom init args by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/13189](https://togithub.com/langchain-ai/langchain/pull/13189) - update tools by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/13243](https://togithub.com/langchain-ai/langchain/pull/13243) - Update by [@​hinthornw](https://togithub.com/hinthornw) in [https://github.com/langchain-ai/langchain/pull/13208](https://togithub.com/langchain-ai/langchain/pull/13208) - bump 335 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13261](https://togithub.com/langchain-ai/langchain/pull/13261) #### New Contributors - [@​Anush008](https://togithub.com/Anush008) made their first contribution in [https://github.com/langchain-ai/langchain/pull/13109](https://togithub.com/langchain-ai/langchain/pull/13109) **Full Changelog**: langchain-ai/langchain@v0.0.334...v0.0.335 ### [`v0.0.334`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.334) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.333...v0.0.334) #### What's Changed - update oai cookbooks by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13135](https://togithub.com/langchain-ai/langchain/pull/13135) - Multimodal rag traces by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13140](https://togithub.com/langchain-ai/langchain/pull/13140) - Bagatur/docs smith context by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13139](https://togithub.com/langchain-ai/langchain/pull/13139) - fix langsmith links by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13144](https://togithub.com/langchain-ai/langchain/pull/13144) - Docs: combine LCEL index and why by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13142](https://togithub.com/langchain-ai/langchain/pull/13142) - update modules sidebar by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13141](https://togithub.com/langchain-ai/langchain/pull/13141) - update oai tool agent doc by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13147](https://togithub.com/langchain-ai/langchain/pull/13147) - Pirate Speak Configurable Template by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13153](https://togithub.com/langchain-ai/langchain/pull/13153) - OpenAI remove httpx typing by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13154](https://togithub.com/langchain-ai/langchain/pull/13154) - Bagatur/docs serve context by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13150](https://togithub.com/langchain-ai/langchain/pull/13150) - Fix langchain.llms OpenAI completion doesn't work due to v1 client update by [@​dosuken123](https://togithub.com/dosuken123) in [https://github.com/langchain-ai/langchain/pull/13099](https://togithub.com/langchain-ai/langchain/pull/13099) - LCEL nits by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13155](https://togithub.com/langchain-ai/langchain/pull/13155) - fix: Updates to formatting in Google Drive Retriever docs by [@​holtskinner](https://togithub.com/holtskinner) in [https://github.com/langchain-ai/langchain/pull/13015](https://togithub.com/langchain-ai/langchain/pull/13015) - fix baiducloud_vector_search document typo by [@​wemysschen](https://togithub.com/wemysschen) in [https://github.com/langchain-ai/langchain/pull/12976](https://togithub.com/langchain-ai/langchain/pull/12976) - fix module sidebar by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13158](https://togithub.com/langchain-ai/langchain/pull/13158) - Clean up Fireworks provider documentation by [@​zchenyu](https://togithub.com/zchenyu) in [https://github.com/langchain-ai/langchain/pull/13157](https://togithub.com/langchain-ai/langchain/pull/13157) - Document: Fix "Biadu" typo by [@​Cweili](https://togithub.com/Cweili) in [https://github.com/langchain-ai/langchain/pull/12985](https://togithub.com/langchain-ai/langchain/pull/12985) - Add basic critique revise template by [@​jacoblee93](https://togithub.com/jacoblee93) in [https://github.com/langchain-ai/langchain/pull/12688](https://togithub.com/langchain-ai/langchain/pull/12688) - Update model i/o by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13160](https://togithub.com/langchain-ai/langchain/pull/13160) - improve duck duck go tool by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/13165](https://togithub.com/langchain-ai/langchain/pull/13165) - Bagatur/update agent docs by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13167](https://togithub.com/langchain-ai/langchain/pull/13167) - Add serve to quickstart by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13174](https://togithub.com/langchain-ai/langchain/pull/13174) - template readme's in docs by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13152](https://togithub.com/langchain-ai/langchain/pull/13152) - Update return type for Runnable.**or** by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/12880](https://togithub.com/langchain-ai/langchain/pull/12880) - Changes to root listener by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/12174](https://togithub.com/langchain-ai/langchain/pull/12174) - Update toolkit.py to remove single quotes around table names by [@​The1Bill](https://togithub.com/The1Bill) in [https://github.com/langchain-ai/langchain/pull/12445](https://togithub.com/langchain-ai/langchain/pull/12445) - Add Chroma multimodal cookbook by [@​rlancemartin](https://togithub.com/rlancemartin) in [https://github.com/langchain-ai/langchain/pull/12952](https://togithub.com/langchain-ai/langchain/pull/12952) - bump 334 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13211](https://togithub.com/langchain-ai/langchain/pull/13211) #### New Contributors - [@​Cweili](https://togithub.com/Cweili) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12985](https://togithub.com/langchain-ai/langchain/pull/12985) - [@​The1Bill](https://togithub.com/The1Bill) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12445](https://togithub.com/langchain-ai/langchain/pull/12445) **Full Changelog**: langchain-ai/langchain@v0.0.333...v0.0.334 ### [`v0.0.333`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.333) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.332...v0.0.333) #### What's Changed - update azure embedding docs by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13091](https://togithub.com/langchain-ai/langchain/pull/13091) - update more azure docs by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13093](https://togithub.com/langchain-ai/langchain/pull/13093) - Get project from langchain sdk by [@​jakerachleff](https://togithub.com/jakerachleff) in [https://github.com/langchain-ai/langchain/pull/13100](https://togithub.com/langchain-ai/langchain/pull/13100) - Adds embeddings filter option to return scores in state by [@​jacoblee93](https://togithub.com/jacoblee93) in [https://github.com/langchain-ai/langchain/pull/12489](https://togithub.com/langchain-ai/langchain/pull/12489) - Tool Retrieval Template by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13104](https://togithub.com/langchain-ai/langchain/pull/13104) - feat: Vertex AI Search - Add Snippet Retrieval for Non-Advanced Website Data Stores by [@​holtskinner](https://togithub.com/holtskinner) in [https://github.com/langchain-ai/langchain/pull/13020](https://togithub.com/langchain-ai/langchain/pull/13020) - (Astra DB/Cassandra) Minor clarification about dependencies in the demo notebook by [@​hemidactylus](https://togithub.com/hemidactylus) in [https://github.com/langchain-ai/langchain/pull/13118](https://togithub.com/langchain-ai/langchain/pull/13118) - Bagatur/oai tool by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/13110](https://togithub.com/langchain-ai/langchain/pull/13110) - Add message to documents by [@​billytrend-cohere](https://togithub.com/billytrend-cohere) in [https://github.com/langchain-ai/langchain/pull/12552](https://togithub.com/langchain-ai/langchain/pull/12552) - bump 333 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13131](https://togithub.com/langchain-ai/langchain/pull/13131) #### New Contributors - [@​jakerachleff](https://togithub.com/jakerachleff) made their first contribution in [https://github.com/langchain-ai/langchain/pull/13100](https://togithub.com/langchain-ai/langchain/pull/13100) **Full Changelog**: langchain-ai/langchain@v0.0.332...v0.0.333 ### [`v0.0.332`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.332) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.331...v0.0.332) #### What's Changed - Harrison/docs smith serve by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12898](https://togithub.com/langchain-ai/langchain/pull/12898) - fix langsmith link by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12939](https://togithub.com/langchain-ai/langchain/pull/12939) - Add possibility to pass on_artifacts for a specific conversation by [@​jakubno](https://togithub.com/jakubno) in [https://github.com/langchain-ai/langchain/pull/12687](https://togithub.com/langchain-ai/langchain/pull/12687) - Fix return metadata when searching for DingoDB by [@​HeChangHaoGary](https://togithub.com/HeChangHaoGary) in [https://github.com/langchain-ai/langchain/pull/12937](https://togithub.com/langchain-ai/langchain/pull/12937) - Fix normalizing the cosine distance in Qdrant by [@​kacperlukawski](https://togithub.com/kacperlukawski) in [https://github.com/langchain-ai/langchain/pull/12934](https://togithub.com/langchain-ai/langchain/pull/12934) - Fix typo in e2b_data_analysis.ipynb by [@​cbpetersen](https://togithub.com/cbpetersen) in [https://github.com/langchain-ai/langchain/pull/12930](https://togithub.com/langchain-ai/langchain/pull/12930) - docs: update hf pipeline docs by [@​praveenv](https://togithub.com/praveenv) in [https://github.com/langchain-ai/langchain/pull/12908](https://togithub.com/langchain-ai/langchain/pull/12908) - docs: clean up vestigial markdown by [@​thezanke](https://togithub.com/thezanke) in [https://github.com/langchain-ai/langchain/pull/12907](https://togithub.com/langchain-ai/langchain/pull/12907) - fix baiducloud directory loader import file loader by [@​wemysschen](https://togithub.com/wemysschen) in [https://github.com/langchain-ai/langchain/pull/12924](https://togithub.com/langchain-ai/langchain/pull/12924) - add baidu cloud vectorsearch document by [@​wemysschen](https://togithub.com/wemysschen) in [https://github.com/langchain-ai/langchain/pull/12928](https://togithub.com/langchain-ai/langchain/pull/12928) - fix regex pattern of structured output parser by [@​hmasdev](https://togithub.com/hmasdev) in [https://github.com/langchain-ai/langchain/pull/12929](https://togithub.com/langchain-ai/langchain/pull/12929) - Remove useless line of code from sql.ipynb by [@​matthieudelaro](https://togithub.com/matthieudelaro) in [https://github.com/langchain-ai/langchain/pull/12906](https://togithub.com/langchain-ai/langchain/pull/12906) - fix guides link by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12941](https://togithub.com/langchain-ai/langchain/pull/12941) - Fix for anyscale chat model api key by [@​eyurtsev](https://togithub.com/eyurtsev) in [https://github.com/langchain-ai/langchain/pull/12938](https://togithub.com/langchain-ai/langchain/pull/12938) - feat: acquire advisory lock before creating extension in pgvector by [@​VinzenzKlass](https://togithub.com/VinzenzKlass) in [https://github.com/langchain-ai/langchain/pull/12935](https://togithub.com/langchain-ai/langchain/pull/12935) - Add SecretStr for Symbl.ai Nebula API by [@​praveenv](https://togithub.com/praveenv) in [https://github.com/langchain-ai/langchain/pull/12896](https://togithub.com/langchain-ai/langchain/pull/12896) - Add support of Cohere Embed v3 by [@​kacperlukawski](https://togithub.com/kacperlukawski) in [https://github.com/langchain-ai/langchain/pull/12940](https://togithub.com/langchain-ai/langchain/pull/12940) - Bagatur/oai v1 scratch by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12948](https://togithub.com/langchain-ai/langchain/pull/12948) - Record system fingerprint chat openai by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12960](https://togithub.com/langchain-ai/langchain/pull/12960) - add oai v1 cookbook by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12961](https://togithub.com/langchain-ai/langchain/pull/12961) - update schema by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/11320](https://togithub.com/langchain-ai/langchain/pull/11320) - bump 331rc0 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12963](https://togithub.com/langchain-ai/langchain/pull/12963) - fix max_tokens by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12964](https://togithub.com/langchain-ai/langchain/pull/12964) - bump 331rc1 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12965](https://togithub.com/langchain-ai/langchain/pull/12965) - oai v1 embeddings by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12969](https://togithub.com/langchain-ai/langchain/pull/12969) - Vectara RAG template by [@​ofermend](https://togithub.com/ofermend) in [https://github.com/langchain-ai/langchain/pull/12975](https://togithub.com/langchain-ai/langchain/pull/12975) - add ingest for mongo by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12897](https://togithub.com/langchain-ai/langchain/pull/12897) - Fix for rag-supabase readme by [@​jasanfarah](https://togithub.com/jasanfarah) in [https://github.com/langchain-ai/langchain/pull/12869](https://togithub.com/langchain-ai/langchain/pull/12869) - bump 331rc2 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13006](https://togithub.com/langchain-ai/langchain/pull/13006) - Multi modal RAG + QA Cookbooks by [@​rlancemartin](https://togithub.com/rlancemartin) in [https://github.com/langchain-ai/langchain/pull/12946](https://togithub.com/langchain-ai/langchain/pull/12946) - Neo4j conversation cypher template by [@​tomasonjo](https://togithub.com/tomasonjo) in [https://github.com/langchain-ai/langchain/pull/12927](https://togithub.com/langchain-ai/langchain/pull/12927) - cli pyproject updating by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12945](https://togithub.com/langchain-ai/langchain/pull/12945) - Bagatur/oai assistant by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13010](https://togithub.com/langchain-ai/langchain/pull/13010) - bump exp 38 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13016](https://togithub.com/langchain-ai/langchain/pull/13016) - Add `Memorize` tool by [@​Atry](https://togithub.com/Atry) in [https://github.com/langchain-ai/langchain/pull/11722](https://togithub.com/langchain-ai/langchain/pull/11722) - update stack diagram by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13021](https://togithub.com/langchain-ai/langchain/pull/13021) - Add neo4j vector memory template by [@​tomasonjo](https://togithub.com/tomasonjo) in [https://github.com/langchain-ai/langchain/pull/12993](https://togithub.com/langchain-ai/langchain/pull/12993) - Add "Astra DB" vector store integration by [@​hemidactylus](https://togithub.com/hemidactylus) in [https://github.com/langchain-ai/langchain/pull/12966](https://togithub.com/langchain-ai/langchain/pull/12966) - Relock Templates by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13028](https://togithub.com/langchain-ai/langchain/pull/13028) - Update Deps in Experimental by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13029](https://togithub.com/langchain-ai/langchain/pull/13029) - template versions again by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13030](https://togithub.com/langchain-ai/langchain/pull/13030) - Upgrade docs postcss by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13031](https://togithub.com/langchain-ai/langchain/pull/13031) - redirect ls walkthrough by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13040](https://togithub.com/langchain-ai/langchain/pull/13040) - Fleet context by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13038](https://togithub.com/langchain-ai/langchain/pull/13038) - cli updates, 0.0.16 by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13034](https://togithub.com/langchain-ai/langchain/pull/13034) - oai assistant multiple actions by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13068](https://togithub.com/langchain-ai/langchain/pull/13068) - Add RunnableRetry Documentation by [@​eyurtsev](https://togithub.com/eyurtsev) in [https://github.com/langchain-ai/langchain/pull/13074](https://togithub.com/langchain-ai/langchain/pull/13074) - Add Proper Import Error by [@​Haste171](https://togithub.com/Haste171) in [https://github.com/langchain-ai/langchain/pull/13042](https://togithub.com/langchain-ai/langchain/pull/13042) - Azure OpenAI Embeddings by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/13039](https://togithub.com/langchain-ai/langchain/pull/13039) - Don't pass EF to chroma by [@​atroyn](https://togithub.com/atroyn) in [https://github.com/langchain-ai/langchain/pull/13085](https://togithub.com/langchain-ai/langchain/pull/13085) - bump 331rc3 exp 39 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13086](https://togithub.com/langchain-ai/langchain/pull/13086) - bump 332 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/13089](https://togithub.com/langchain-ai/langchain/pull/13089) #### New Contributors - [@​cbpetersen](https://togithub.com/cbpetersen) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12930](https://togithub.com/langchain-ai/langchain/pull/12930) - [@​thezanke](https://togithub.com/thezanke) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12907](https://togithub.com/langchain-ai/langchain/pull/12907) - [@​hmasdev](https://togithub.com/hmasdev) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12929](https://togithub.com/langchain-ai/langchain/pull/12929) - [@​matthieudelaro](https://togithub.com/matthieudelaro) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12906](https://togithub.com/langchain-ai/langchain/pull/12906) - [@​VinzenzKlass](https://togithub.com/VinzenzKlass) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12935](https://togithub.com/langchain-ai/langchain/pull/12935) - [@​jasanfarah](https://togithub.com/jasanfarah) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12869](https://togithub.com/langchain-ai/langchain/pull/12869) **Full Changelog**: langchain-ai/langchain@v0.0.331...v0.0.332 ### [`v0.0.331`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.331) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.330...v0.0.331) #### What's Changed - coockbook: Fix typo in wikibase_agent.ipynb by [@​standby24x7](https://togithub.com/standby24x7) in [https://github.com/langchain-ai/langchain/pull/12839](https://togithub.com/langchain-ai/langchain/pull/12839) - fix bes vector store search by [@​wemysschen](https://togithub.com/wemysschen) in [https://github.com/langchain-ai/langchain/pull/12828](https://togithub.com/langchain-ai/langchain/pull/12828) - template: use dashes instead of underscores for neo4j-cypher package and path in readme by [@​jexp](https://togithub.com/jexp) in [https://github.com/langchain-ai/langchain/pull/12827](https://togithub.com/langchain-ai/langchain/pull/12827) - mongo parent document retrieval by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12887](https://togithub.com/langchain-ai/langchain/pull/12887) - use keys not items by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12918](https://togithub.com/langchain-ai/langchain/pull/12918) - cli template gitignores by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12914](https://togithub.com/langchain-ai/langchain/pull/12914) - Update csv.ipynb description by [@​bhatt-priyadutt](https://togithub.com/bhatt-priyadutt) in [https://github.com/langchain-ai/langchain/pull/12878](https://togithub.com/langchain-ai/langchain/pull/12878) - bump 331 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12932](https://togithub.com/langchain-ai/langchain/pull/12932) #### New Contributors - [@​jexp](https://togithub.com/jexp) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12827](https://togithub.com/langchain-ai/langchain/pull/12827) - [@​bhatt-priyadutt](https://togithub.com/bhatt-priyadutt) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12878](https://togithub.com/langchain-ai/langchain/pull/12878) **Full Changelog**: langchain-ai/langchain@v0.0.330...v0.0.331 ### [`v0.0.330`](https://togithub.com/langchain-ai/langchain/releases/tag/v0.0.330) [Compare Source](https://togithub.com/langchain-ai/langchain/compare/v0.0.329...v0.0.330) #### What's Changed - CLI 0.0.12 by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12787](https://togithub.com/langchain-ai/langchain/pull/12787) - Fix on_llm_new_token(chunk=) for some chat models by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/12784](https://togithub.com/langchain-ai/langchain/pull/12784) - CLI 0.0.13, Configurable Template Demo by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12796](https://togithub.com/langchain-ai/langchain/pull/12796) - Fix AddableDict raising exception when used with non-addable values by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/12785](https://togithub.com/langchain-ai/langchain/pull/12785) - Add input types to cypher templates by [@​tomasonjo](https://togithub.com/tomasonjo) in [https://github.com/langchain-ai/langchain/pull/12800](https://togithub.com/langchain-ai/langchain/pull/12800) - Update llamacpp.ipynb by [@​eltociear](https://togithub.com/eltociear) in [https://github.com/langchain-ai/langchain/pull/12791](https://togithub.com/langchain-ai/langchain/pull/12791) - Fixed broken link in Quickstart page by [@​pythagoras-yamamoto](https://togithub.com/pythagoras-yamamoto) in [https://github.com/langchain-ai/langchain/pull/12516](https://togithub.com/langchain-ai/langchain/pull/12516) - Docs: 'memory' -> 'history' typo. by [@​serranoarevalo](https://togithub.com/serranoarevalo) in [https://github.com/langchain-ai/langchain/pull/12779](https://togithub.com/langchain-ai/langchain/pull/12779) - Fix broken links to use cases by [@​ab-10](https://togithub.com/ab-10) in [https://github.com/langchain-ai/langchain/pull/12777](https://togithub.com/langchain-ai/langchain/pull/12777) - Fixed a typo in templates/docs/CONTRIBUTING.md (delimeters =>delimiters) by [@​ba230t](https://togithub.com/ba230t) in [https://github.com/langchain-ai/langchain/pull/12774](https://togithub.com/langchain-ai/langchain/pull/12774) - Use data from all Google search results in SerpApi.com wrapper by [@​ilyazub](https://togithub.com/ilyazub) in [https://github.com/langchain-ai/langchain/pull/12770](https://togithub.com/langchain-ai/langchain/pull/12770) - zep: Update Zep docs and messaging by [@​danielchalef](https://togithub.com/danielchalef) in [https://github.com/langchain-ai/langchain/pull/12764](https://togithub.com/langchain-ai/langchain/pull/12764) - **getattr** should rase AttributeError not ImportError on missing attributes by [@​mbell697](https://togithub.com/mbell697) in [https://github.com/langchain-ai/langchain/pull/12801](https://togithub.com/langchain-ai/langchain/pull/12801) - enable the device_map parameter in huggingface pipeline by [@​praveenv](https://togithub.com/praveenv) in [https://github.com/langchain-ai/langchain/pull/12731](https://togithub.com/langchain-ai/langchain/pull/12731) - Automatically add configurable key to config_schema if config_specs i… by [@​nfcampos](https://togithub.com/nfcampos) in [https://github.com/langchain-ai/langchain/pull/12798](https://togithub.com/langchain-ai/langchain/pull/12798) - fix imports by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12804](https://togithub.com/langchain-ai/langchain/pull/12804) - add import tests to all modules by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12806](https://togithub.com/langchain-ai/langchain/pull/12806) - Zep: Summary Search and Example by [@​danielchalef](https://togithub.com/danielchalef) in [https://github.com/langchain-ai/langchain/pull/12686](https://togithub.com/langchain-ai/langchain/pull/12686) - zep: VectorStore: Use Native MMR by [@​danielchalef](https://togithub.com/danielchalef) in [https://github.com/langchain-ai/langchain/pull/12690](https://togithub.com/langchain-ai/langchain/pull/12690) - feat: Supprt pgvecto.rs as a VectorStore by [@​BeautyyuYanli](https://togithub.com/BeautyyuYanli) in [https://github.com/langchain-ai/langchain/pull/12718](https://togithub.com/langchain-ai/langchain/pull/12718) - Add TileDB vectorstore implementation by [@​NikolaosPapailiou](https://togithub.com/NikolaosPapailiou) in [https://github.com/langchain-ai/langchain/pull/12624](https://togithub.com/langchain-ai/langchain/pull/12624) - Adds missing `urllib.parse` for IDE warning of `PubMedAPIWrapper` by [@​jamesbraza](https://togithub.com/jamesbraza) in [https://github.com/langchain-ai/langchain/pull/12808](https://togithub.com/langchain-ai/langchain/pull/12808) - Correct number of elements in config list in `batch()` and `abatch()` of `BaseLLM` by [@​akionux](https://togithub.com/akionux) in [https://github.com/langchain-ai/langchain/pull/12713](https://togithub.com/langchain-ai/langchain/pull/12713) - Bagatur/tiledb by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12811](https://togithub.com/langchain-ai/langchain/pull/12811) - Add template for rag-singlestoredb by [@​apeng-singlestore](https://togithub.com/apeng-singlestore) in [https://github.com/langchain-ai/langchain/pull/12805](https://togithub.com/langchain-ai/langchain/pull/12805) - Update template index by [@​rlancemartin](https://togithub.com/rlancemartin) in [https://github.com/langchain-ai/langchain/pull/12809](https://togithub.com/langchain-ai/langchain/pull/12809) - migrate by [@​mpskex](https://togithub.com/mpskex) in [https://github.com/langchain-ai/langchain/pull/12810](https://togithub.com/langchain-ai/langchain/pull/12810) - feat: add a rag template for momento vector index by [@​malandis](https://togithub.com/malandis) in [https://github.com/langchain-ai/langchain/pull/12757](https://togithub.com/langchain-ai/langchain/pull/12757) - Keep also original query - multi_query.py by [@​manuelrech](https://togithub.com/manuelrech) in [https://github.com/langchain-ai/langchain/pull/12696](https://togithub.com/langchain-ai/langchain/pull/12696) - updated `integrations/providers/google` by [@​leo-gan](https://togithub.com/leo-gan) in [https://github.com/langchain-ai/langchain/pull/12226](https://togithub.com/langchain-ai/langchain/pull/12226) - Update quickstart.mdx by [@​josephrmartinez](https://togithub.com/josephrmartinez) in [https://github.com/langchain-ai/langchain/pull/12386](https://togithub.com/langchain-ai/langchain/pull/12386) - Add Dataset Page to printout by [@​hinthornw](https://togithub.com/hinthornw) in [https://github.com/langchain-ai/langchain/pull/12816](https://togithub.com/langchain-ai/langchain/pull/12816) - Autopopulate module name in cli init by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12814](https://togithub.com/langchain-ai/langchain/pull/12814) - Disable trace_on_chain_group auto-tracing by [@​hinthornw](https://togithub.com/hinthornw) in [https://github.com/langchain-ai/langchain/pull/12807](https://togithub.com/langchain-ai/langchain/pull/12807) - update mongo template by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12838](https://togithub.com/langchain-ai/langchain/pull/12838) - Remove admin prefix/suffix from docs for anthropic by [@​bracesproul](https://togithub.com/bracesproul) in [https://github.com/langchain-ai/langchain/pull/12849](https://togithub.com/langchain-ai/langchain/pull/12849) - CLI 0.0.14, Uvicorn update and no more \[serve] by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12845](https://togithub.com/langchain-ai/langchain/pull/12845) - Confirm sys.path includes current dir for app serve by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12851](https://togithub.com/langchain-ai/langchain/pull/12851) - Update readmes with new cli install by [@​efriis](https://togithub.com/efriis) in [https://github.com/langchain-ai/langchain/pull/12847](https://togithub.com/langchain-ai/langchain/pull/12847) - Template Readmes and Standardization by [@​hwchase17](https://togithub.com/hwchase17) in [https://github.com/langchain-ai/langchain/pull/12819](https://togithub.com/langchain-ai/langchain/pull/12819) - Neo4j Advanced RAG template by [@​tomasonjo](https://togithub.com/tomasonjo) in [https://github.com/langchain-ai/langchain/pull/12794](https://togithub.com/langchain-ai/langchain/pull/12794) - bump 330 by [@​baskaryan](https://togithub.com/baskaryan) in [https://github.com/langchain-ai/langchain/pull/12853](https://togithub.com/langchain-ai/langchain/pull/12853) - Open Clip multimodal embeddings by [@​rlancemartin](https://togithub.com/rlancemartin) in [https://github.com/langchain-ai/langchain/pull/12754](https://togithub.com/langchain-ai/langchain/pull/12754) - zep/rag conversation zep template by [@​danielchalef](https://togithub.com/danielchalef) in [https://github.com/langchain-ai/langchain/pull/12762](https://togithub.com/langchain-ai/langchain/pull/12762) - Add template for self-query-qdrant by [@​kacperlukawski](https://togithub.com/kacperlukawski) in [https://github.com/langchain-ai/langchain/pull/12795](https://togithub.com/langchain-ai/langchain/pull/12795) #### New Contributors - [@​pythagoras-yamamoto](https://togithub.com/pythagoras-yamamoto) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12516](https://togithub.com/langchain-ai/langchain/pull/12516) - [@​ab-10](https://togithub.com/ab-10) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12777](https://togithub.com/langchain-ai/langchain/pull/12777) - [@​ba230t](https://togithub.com/ba230t) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12774](https://togithub.com/langchain-ai/langchain/pull/12774) - [@​ilyazub](https://togithub.com/ilyazub) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12770](https://togithub.com/langchain-ai/langchain/pull/12770) - [@​mbell697](https://togithub.com/mbell697) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12801](https://togithub.com/langchain-ai/langchain/pull/12801) - [@​praveenv](https://togithub.com/praveenv) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12731](https://togithub.com/langchain-ai/langchain/pull/12731) - [@​NikolaosPapailiou](https://togithub.com/NikolaosPapailiou) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12624](https://togithub.com/langchain-ai/langchain/pull/12624) - [@​apeng-singlestore](https://togithub.com/apeng-singlestore) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12805](https://togithub.com/langchain-ai/langchain/pull/12805) - [@​manuelrech](https://togithub.com/manuelrech) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12696](https://togithub.com/langchain-ai/langchain/pull/12696) - [@​josephrmartinez](https://togithub.com/josephrmartinez) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12386](https://togithub.com/langchain-ai/langchain/pull/12386) - [@​bracesproul](https://togithub.com/bracesproul) made their first contribution in [https://github.com/langchain-ai/langchain/pull/12849](https://togithub.com/langchain-ai/langchain/pull/12849) **Full Changelog**: langchain-ai/langchain@v0.0.329...v0.0.330 </details> --- ### Configuration 📅 **Schedule**: Branch creation - 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