rag

UmaDev: A coding agent that works like a real dev team, commanding the Claude Code / Codex / OpenCode you already use.

Official repo for "LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs".

Hallucinations (Confabulations) Document-Based Benchmark for RAG. Includes human-verified questions and answers.

A pure-Go, single-file AI memory and knowledge graph library and plugin.

A month-long, open-source AI Agent Hackathon — open to all builders and dreamers working on agents, RAG, tool use, and multi-agent systems.

Understand and code every important component of RAG architecture

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your local IDE agents (Cursor, Claude Code, Windsurf) powered by a local SQLite knowledge graph.

Orchestration engine for long-running, tool-using AI agents

XRAG: eXamining the Core - Benchmarking Foundational Component Modules in Advanced Retrieval-Augmented Generation

Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"

The Kubernetes operator for K8ssandra

A mixture of Gen AI cookbook recipes for Gen AI applications.

Pharos — local-first agentic RAG for your team's document library: multi-format ingest, hybrid retrieval, enterprise ACL, dual HTTP + MCP exits.

Open-source AI meeting notes for Mac. Records mic + system audio with no bot, transcribes on-device or via OpenAI / Deepgram / Groq, identifies speakers offline, and writes summaries that fuse your notes with the transcript. Ask your notes and get cited answers. Tauri 2 + Rust + Swift.

open source assistant hybrid using small models (2b - 5b) and gemini , with image and agentic tool capabilities and integration of RAG with effiecient memory. android support using adb

High performance embedded vector database

This is a repository for the course "From Beginner to LLM Developer" by Towards AI.

FlexRAG: A RAG Framework for Information Retrieval and Generation.

基于 Streamlit、LangChain 与 Chroma 的轻量级 RAG 学习项目，支持本地知识库上传、检索增强问答与聊天式交互。