rag GitHub repositories

rag information-retrieval

xhluca/bm25s

Fast BM25 search in Python, powered by Numpy and Numba

★ 1.8K+0 todayPython

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

★ 1.8K+0 todayJupyter Notebook

emarco177/langchain-course

A project-based course repository for developing AI agents using LangChain v1+ and LangGraph: search agents, RAG systems, reflection agents, and code interpreters.

★ 1.7K+3 todayUnknown

python agents

AnalyseDeCircuit/oxideterm

AI-native workspace for local shells and remote machines.Zero Webview, zero OpenSSL, zero telemetry, and no app subscription.Written in Rust+GPUI

★ 1.7K+0 todayRust

mcp agent

lucasastorian/llmwiki

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki !

★ 1.7K+2 todayPython

pixeltable/pixeltable

The backend agents build with - Multimodal database, orchestration, and serving in one file

★ 1.6K+1 todayPython

activeloopai/hivemind

Hivemind turns your traces into reusable skills across agents

★ 1.6K+3 todayTypeScript

ai ai-agents

NirDiamant/Controllable-RAG-Agent

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

★ 1.6K+0 todayJupyter Notebook

llm python

DEEIX-AI/DEEIX-Chat

An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations.

★ 1.6K+1 todayGo

fim-ai/fim-one

Source-available agent platform for Global × China enterprises — wire every system through one agent core. Self-hosted, any LLM.

★ 1.6K+0 todayPython

KruxAI/ragbuilder

A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data

★ 1.5K+0 todayPython

rag developer-tools

import-ai/omnibox

Anywhere, anything to memory, memory to anything.

★ 1.5K+0 todayPython

llm agent

aws-samples/amazon-bedrock-samples

This repository contains examples for customers to get started using the Amazon Bedrock Service. This contains examples for all available foundational models

★ 1.5K+0 todayJupyter Notebook

rag generative-ai

karust/openserp

Self-hosted web search for AI agents and SEO. Google, Bing, Yandex, Baidu, DuckDuckGo & Ecosia, rendered in a real browser: ranked results and clean page Markdown. API, CLI, MCP 🎉

★ 1.5K+7 todayGo

felladrin/awesome-ai-web-search

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

★ 1.5K+1 todayHTML

ai rag

yuezhiai/jonex

All-in-One Multimodal Parsing Engine + Ontology-Powered, LLM Wiki-Driven AI-Ready Knowledge Engine

★ 1.5K+9 todayPython

agent rag

Ramakm/AI-Engineering

A group of notebooks and other files which can help you learn AI from scratch.

★ 1.5K+0 todayJupyter Notebook

ai machine-learning

chunkhound/chunkhound

Your entire engineering context, deeply understood

★ 1.5K+0 todayPython

ai agent

youngyangyang04/llm-master

大模型（LLM）全栈学习路线与中文教程🔥：覆盖 Prompt Engineering、RAG、AI Agent、MCP、微调、模型部署、Transformer、AI 编程与大厂面试，从入门到生产实践。

★ 1.4K+13 todayUnknown

llm agent

rag artificial-intelligence

Danielskry/Awesome-RAG

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

★ 1.4K+2 todayUnknown

aws-samples/generative-ai-use-cases

Application implementation with business use cases for safely utilizing generative AI in business operations

★ 1.4K+0 todayTypeScript

moyangzhan/langchain4j-aideepin

AI 应用平台（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | AI application platform (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

★ 1.4K+1 todayJava

mcp rag

jxzhangjhu/Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

★ 1.4K+1 todayUnknown

Prismer-AI/PrismerCloud

Prismer Cloud

★ 1.4K+0 todayTypeScript

ai-agents mcp

study8677/repobrain

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

xianshang33/llm-paper-daily

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

★ 1.3K+0 todayPython

llm agent

s2b-dev/smart-second-brain

A free, open-source Obsidian plugin that makes your vault smarter: better search, an interactive knowledge graph, and an AI assistant that knows your notes.

★ 1.3K+0 todayTypeScript

ai ai-agents

neo4j/neo4j-graphrag-python

Neo4j GraphRAG for Python

★ 1.3K+1 todayPython

ai rag

StarlightSearch/EmbedAnything

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

puppyone-ai/puppyone-cloud

Context drive for your AI agents

★ 1.3K+0 todayPython

ai ai-agents

IAAR-Shanghai/Awesome-AI-Memory

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个集中式、持续更新的 AI 记忆知识库，系统性整理了与大模型记忆（LLM Memory）与智能体记忆（Agent Memory）相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

★ 1.3K+3 todayPython

rag agent-memory

heymrun/heym

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

chunxiaoxx/nautilus-compass

Open memory & reliability layer for AI agents + independent judging/verification (NACRE judge, caliber-bench meta-benchmark, preregistered criteria) — by Nautilus Platform

★ 1.3K+0 todayPython

llm mcp

ongridio/ongrid

An ops AI Agent that understands your infrastructure, finds the root cause, and fixes it — right from Slack, Telegram, Lark or DingTalk.

★ 1.2K+3 todayGo

superlinear-ai/raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

★ 1.2K+1 todayPython

zjunlp/LightMem

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation

★ 1.2K+2 todayPython

Azure/agent-landing-zone

Enterprise-grade landing zone for AI agent applications on Azure. Deploy the secure infrastructure, the agent app, or both — built on Microsoft Foundry and Microsoft Agent Framework, with Zero-Trust networking, observability and IaC.

★ 1.2K+3 todayPython

ai-agents rag

volcengine/SearchCLI

Open CLI for integrating AI search, recommendation, and conversational retrieval into agent systems and business systems

★ 1.2K+0 todayTypeScript

ai-agents rag

liliu-z/stashbase

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

★ 1.2K+15 todayTypeScript

ai-agents mcp

yfedoseev/pdf_oxide

The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs. MIT/Apache-2.0.

★ 1.1K+7 todayRust

llm python

codelibs/fess

Open-source, self-hosted enterprise & site search server built on OpenSearch. Crawls web / file / DB / cloud sources, 20+ languages, REST API, and AI/RAG & semantic search. Apache-2.0.

★ 1.1K+0 todayJava

llm mcp

NirDiamant/Agent_Memory_Techniques

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge graphs, episodic and semantic memory, MemGPT, Mem0, Letta, Zep, Graphiti, LoCoMo benchmarks, and production patterns.

EmbeddedLLM/JamAIBase

The collaborative spreadsheet for AI. Chain cells into powerful pipelines, experiment with prompts and models, and evaluate LLM responses in real-time. Work together seamlessly to build and iterate on AI applications.

dynamiq-ai/dynamiq

Dynamiq is an orchestration framework for agentic AI and LLM applications

★ 1.1K+0 todayPython

SylphxAI/anymd

Any file → clean Markdown for AI agents: PDF, Word, PowerPoint, Excel, EPUB, HTML and web pages, images (OCR), audio and video (metadata, subtitles, transcripts). A fast Rust MCP server and CLI that runs on your machine. No API key.

cuga-project/cuga-agent

CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web and APIs, OpenAPI/MCP integrations, composable architecture, reasoning modes, and policy-aware features.

★ 1.1K+1 todayPython

anush008/fastembed-rs

Rust library for generating vector embeddings and reranking locally!

★ 1.0K+0 todayRust

rag embeddings

FalkorDB/GraphRAG-SDK

Build fast and accurate GenAI apps with GraphRAG SDK at scale 🌟

★ 1.0K+0 todayPython