AI Tools & Discussions in Retrieval-Augmented Generation

RAG Systems that enhance LLM outputs by retrieving relevant information from external knowledge bases, combining the power of generative AI with information retrieval for more accurate and contextual responses.

Retrieval-Augmented Generation Tools (91)

LEANN

On-Device RAG Vector Database

RAG Vector Databases Local Inference

PixelRAG

Visual RAG Over Screenshots

RAG Vector Databases AI Dev Libraries

Cognee

AI Memory SDK for Agents

Agent Memory RAG Knowledge Mgmt

txtai

AI Search and RAG Framework

RAG LLM Orchestration Vector Databases

Faiss

Vector Similarity Search Library

Vector Databases AI Dev Libraries RAG

Upsonic

Python AI Agent Framework

Agent Frameworks Multi-agent Systems RAG

Zvec

In-Process Vector Database Library

Vector Databases RAG AI Infrastructure

Khoj

Open Source Self Hosted AI

Research Assistants RAG Conversational AI

Open Notebook

Self Hosted NotebookLM Alternative

Knowledge Mgmt Research Assistants RAG

Helix-DB

Open Source Graph Vector Database

Vector Databases Database Tools RAG