{"repo":"langchain-ai/langchain-milvus","free":true,"listed":false,"github":"https://github.com/langchain-ai/langchain-milvus","clone":"git clone https://github.com/langchain-ai/langchain-milvus.git","description":"The LangChain wrapper of Milvus vector database for efficient vector search, full-text search, hybrid retrieval and RAG.","language":"Python","stars":58,"topics":["langchain","rag","search-engine","vector-database"],"license":"MIT","category":"ai-agents","readme_excerpt":"🦜️🔗 LangChain Milvus This repository contains the Milvus integration package for LangChain: - langchain-milvus - A powerful integration between LangChain and Milvus, enabling vector search and retrievers for AI applications. Overview LangChain Milvus provides seamless integration between LangChain, a framework for building applications with large language models (LLMs), and Milvus, a powerful vector database designed for similarity search and AI applications. This integration enables efficient vector storage and retrieval for AI applications like semantic search, recommendation systems, and RAG (Retrieval Augmented Generation). Features - Vector Storage : Store embeddings from any LangChain embedding model in Milvus - Similarity Search : Perform efficient similarity searches on vector data - Hybrid Search : Combine vector search with keyword search for improved results - Maximal Marginal Relevance : Filter for diversity in search results - Multiple Vector Fields : Support for multiple vector fields in a single collection - Sparse Embeddings : Support for sparse vector embeddings - Built-in Functions : Support for Milvus built-in functions like BM25 - Async Support : Full support for async operations and APIs Installation Usage - Basic Usage: Learn how to get started with basic vector operations in Milvus using LangChain. - Build RAG(Retrieval Augmented Generation): Discover how to build powerful RAG applications by combining LangChain with Milvus. - Full-text Search: Explor","default_branch":null,"files":null,"tree":[],"storefront":"/r/langchain-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/langchain-ai/langchain-milvus/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}