Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Retrieval-augmented generation, document Q&A, knowledge graphs and memory systems.
Signals: rag, retrieval-augmented-generation, llamaindex, knowledge-graph, question-answering, chat-with-documents, graphrag, memory
501 results
OpenSource Production ready Customer service with built in Evals and monitoring
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.
Official Repo for "TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding" [ACL 2025 oral]
Cache-Augmented Generation: A Simple, Efficient Alternative to RAG
A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data
This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.
Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".
The open-source RAG platform: built-in citations, deep research, 22+ file formats, partitions, MCP server, and more.
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.
Empowering RAG with a memory-based data interface for all-purpose applications!
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
The Open Source Memory Layer For Autonomous Agents
User Profile-Based Long-Term Memory for AI Chatbot Applications.
RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.
🔥 Comprehensive survey on Context Engineering: from prompt engineering to production-grade AI systems. hundreds of papers, frameworks, and implementation guides for LLMs and AI agents.
Interact with your SQL database, Natural Language to SQL using LLMs
AdalFlow: The library to build & auto-optimize LLM applications.
Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
A collection of research on knowledge graphs
TrustRAG：The RAG Framework within Reliable input,Trusted output
Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models
[EMNLP 2025 Oral] MemoryOS is designed to provide a memory operating system for personalized AI agents.
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
24,538 repositories in the index in total.
