faiss

12 projects share this GitHub topic

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🧬 Members

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give…

A lightweight, lightning-fast, in-process vector database

[MLsys2026]: RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100%…

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Scalable, Low-latency and Hybrid-enabled Vector Search in Postgres. Revolutionize Vector Search, not Database.

Text-To-Speech, RAG, and LLMs. All local!

Python SDK for Milvus Vector Database

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN…

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.c…

🤖 State-of-the-art, production ready LLM apps made mega-easy, so you don't have to build them from scratch…

Lightweight Nearest Neighbors with Flexible Backends

🔗 Related families

embedded 13 langchain 77 embeddings 60 hnsw 6 context 7 gpt-oss 5 chromadb 16 approximate-nearest-neighbor-search 8

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