{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/3"}],"enrichment":{"capability":"Connects LangChain applications to Chroma, a vector database, enabling semantic search and retrieval-augmented generation workflows.","skillfed_tags":["vector-database","rag","embeddings"],"use_cases":["Build a RAG chatbot that retrieves relevant documents from a Chroma vector store before generating responses.","Implement semantic search over a corpus of documents by storing embeddings in Chroma and querying via LangChain.","Create a memory system for LangChain agents that persists conversation context as embeddings in Chroma.","Prototype multi-step LLM workflows where intermediate results are stored and retrieved from a vector database.","Set up a document Q&A system that chunks documents, embeds them with LangChain, and stores them in Chroma for retrieval."],"what_it_does":"langchain-chroma is a bridge package that integrates Chroma vector database with LangChain's ecosystem. It provides a LangChain-compatible vector store interface to Chroma, allowing you to store and retrieve embeddings within LangChain workflows. The package handles the plumbing between LangChain's embedding and retrieval abstractions and Chroma's vector storage engine.\n\nYou use it when building retrieval-augmented generation (RAG) systems, semantic search applications, or any LangChain pipeline that needs to persist and query embeddings. It depends on chromadb for the actual vector storage, langchain-core for the integration interface, and numpy for numerical operations. The package is lightweight and focused narrowly on this one integration point.","worth_installing":"Yes. This is a straightforward integration package with low install friction, active maintenance, no known vulnerabilities, and permissive licensing. Install it if you are already using LangChain and want to use Chroma as your vector store; it is the standard way to connect the two."},"id":"langchain-chroma","links":{"html":"https://skillfed.io/packages/langchain-chroma","md":"https://skillfed.io/packages/langchain-chroma.md","pypi":"https://pypi.org/project/langchain-chroma/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2025-12-12","license_spdx":null,"license_treatment":"permissive","name":"langchain-chroma","python_support":"supports_current","summary":"An integration package connecting Chroma and LangChain."},"popularity":{"monthly_downloads":1591222,"position":3736,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.1.0"}