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milvus-io/milvus

High-performance vector database for AI apps

43.1K
Active
Go
Vector Databases
RAG & Vector
#vector-database#cloud-native#ai-search

facebookresearch/faiss

Faiss is a library for efficient similarity search and clustering of dense vectors, supporting CPU and GPU acceleration.

39.3K
Active
C++
RAG & Vector
Vector Databases
#similarity-search#vector-clustering#dense-vectors

QuivrHQ/quivr

Opiniated RAG for GenAI integration in apps

39.0K
Experimental
Python
RAG & Vector
Vector Databases
Python
#ai#rag#vector-database

chatchat-space/Langchain-Chatchat

RAG & Agent app for LLMs with local knowledge base support

37.4K
Stable
Python
RAG & Vector
Agents & Orchestration
LangChain
#RAG#Agent#LLM

memvid/memvid

A Rust-based memory layer for AI agents, enabling serverless, single-file memory with instant retrieval and long-term storage.

13.3K
Active
Rust
Agents & Orchestration
#ai#memory#knowledge-base

yichuan-w/LEANN

A Python library for efficient RAG (Retrieval-Augmented Generation) applications with AI-powered vector database and private storage.

10.3K
Active
Python
LLM Frameworks
React
#vector-database#private-storage#RAG-applications

SylphAI-Inc/AdalFlow

Build and auto-optimize LLM applications with AdalFlow, a Python library.

4.1K
Active
Python
LLM Frameworks
File Storage
React
#LLM#Python#Optimization

unum-cloud/USearch

Open-source C++ library for fast, approximate nearest-neighbor search and clustering of vectors and objects

3.9K
Active
C++
Vector Search
Search-as-a-Service
#approximate-nearest-neighbor#clustering#vector-search

athina-ai/rag-cookbooks

This repository provides advanced techniques and cookbooks for building Retrieval-Augmented Generation (RAG) systems.

2.5K
Experimental
Jupyter Notebook
RAG & Vector
RAG Frameworks
Jupyter Notebook
#ai#llms#rag

tensorchord/pgvecto.rs

Scalable, low-latency vector search in Postgres, revolutionizing vector search and databases.

2.2K
Experimental
Rust
Vector Databases
API Frameworks
Rust
#vector-search#postgres#chatgpt

asg017/sqlite-vss

A C++ SQLite extension that provides efficient vector search capabilities using the Faiss library.

2.0K
Archived
C++
Vector Databases
Databases
#faiss#sqlite#vector-search

alexpinel/Dot

A developer-focused platform for text-to-speech, RAG, and LLMs, with local-first architecture.

1.9K
Archived
JavaScript
LLM Frameworks
RAG & Vector
React
#text-to-speech#rag#llm

SaiAkhil066/DeepSeek-RAG-Chatbot

A free, private DeepSeek RAG chatbot with hybrid retrieval, neural reranking, and HyDe for boosting chatbot performance.

1.7K
Stable
Python
RAG & Vector
API Frameworks
Python
#chatbot#retrieval#neural-reranking

milvus-io/pymilvus

Python SDK for Milvus, a high-performance vector database for building AI/ML applications.

1.4K
Active
Python
Vector Databases
Databases
Python
#milvus#vector-database#ann

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