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22 repositories

#rag
1

bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Python41K4.5K+4.4K today
#agent#agent-memory#ai-agent#book#coding-agent
2

RyanCodrai/turbovec

A vector index built on TurboQuant, written in Rust with Python bindings

Python16K1.4K+1.5K today
#ann#avx512#embeddings#faiss#nearest-neighbor
3

virgiliojr94/book-to-skill

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Python24K2.6K+1.4K today
#agent-skills#ai-agents#context-engineering#document-processing#edtech
4

onyx-dot-app/onyx

Open Source AI Platform - AI Chat with advanced features that works with every LLM

Python32K4.4K+998 today
#enterprise-search#rag#ai-chat#chatgpt#gen-ai
5

Shubhamsaboo/awesome-llm-apps

100+ AI Agent & RAG apps you can actually run — clone, customize, ship.

Python134K20K+923 today
#llms#rag#python#agents
6

HKUDS/DeepTutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

Python37K4.6K+531 today
#ai-tutor#deepresearch#interactive-learning#large-language-models#multi-agent-systems
7

VectifyAI/PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Python35K3.1K+378 today
#agentic-ai#agents#ai#ai-agents#context-engineering
8

HKUDS/LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python39K5.5K+220 today
#knowledge-graph#large-language-models#retrieval-augmented-generation#genai#graphrag
9

agentscope-ai/ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

Python3.3K288+194 today
#agent#ai-agents#memory#reme#memoryscope
10

cocoindex-io/cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

Python11K886+163 today
#ai#change-data-capture#data-indexing#etl#indexing
11

PaddlePaddle/PaddleOCR

Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.

Python88K11K+105 today
#ocr#chineseocr#pdf2markdown#pp-ocr#pp-structure
12

Light-Heart-Labs/DreamServer

Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.

Python1K197+89 today
#ai-agents#amd#comfyui#docker#llama-cpp
13

getzep/graphiti

Star getzep / graphiti Build Real-Time Knowledge Graphs for AI Agents

Python30K3.1K+37 today
#agents#graph#llms#rag
14

Cinnamon/kotaemon

Star Cinnamon / kotaemon An open-source RAG-based tool for chatting with your documents.

Python26K2.1K+23 today
#chatbot#llms#open-source#rag
15

Future-House/paper-qa

Star Future-House / paper-qa High accuracy RAG for answering questions from scientific documents with citations

Python9.1K910+22 today
#ai#rag#search#science
16

open-webui/open-webui

Star open-webui / open-webui User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Python150K22K
#ollama#ollama-webui#llm#webui#self-hosted
17

OpenBMB/UltraRAG

Star OpenBMB / UltraRAG A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

Python5.7K438
#embedding#llm#rag#easy#mcp
18

zilliztech/memsearch

A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.

Python2.5K233
#agent-memory#claude-code#claude-code-plugin#memory#openclaw
19

AnkitNayak-eth/EpsteinFiles-RAG

A RAG pipeline implementation built on the 'Epstein Files 20K' dataset from Hugging Face (Teyler).

Python25439
#epstein#epstein-files#rag#rag-chatbot#rag-pipeline
20

Sstobo/Claude-Code-Game-Master

Total conversion for Claude Code. Use RAG and the RPG ruleset apis to play a persistent adventure in any book or world of your choosing.

Python14627
#claude#rag#rpg#story
21

kothapavan1998/deeprecall

Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.

Python93
#ai-agents#chromadb#langchain#llamaindex#milvus
22

chu2bard/ragcraft

End-to-end RAG pipeline with built-in evaluation metrics

Python00
#evaluation#llm#pipeline#python#rag

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