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33 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

chopratejas/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

Python5.6K406+1.3K today
#agent#ai#anthropic#claude-code#compression
5

Graphify-Labs/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

Python110K11K+1.1K today
#claude-code#graphrag#knowledge-graph#codex#openclaw
6

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
7

safishamsi/graphify

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph.

Python77K7.6K+937 today
#antigravity#claude-code#codex#gemini#graphrag
8

Shubhamsaboo/awesome-llm-apps

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

Python134K20K+923 today
#llms#rag#python#agents
9

datawhalechina/hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Python74K9.2K+599 today
#agent#tutorial#llm#rag
10

HKUDS/DeepTutor

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

Python37K4.6K+531 today
#ai-tutor#deepresearch#interactive-learning#large-language-models#multi-agent-systems
11

VectifyAI/PageIndex

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

Python35K3.1K+378 today
#agentic-ai#agents#ai#ai-agents#context-engineering
12

vitali87/code-graph-rag

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

Python4.8K634+341 today
#ai#ast#claude-code#code-analysis#code-understanding
13

HKUDS/LightRAG

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

Python39K5.5K+220 today
#knowledge-graph#large-language-models#retrieval-augmented-generation#genai#graphrag
14

agentscope-ai/ReMe

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

Python3.3K288+194 today
#agent#ai-agents#memory#reme#memoryscope
15

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
16

yifanfeng97/Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs, hypergraphs, and spatio-temporal extractions — with one command.

Python3.4K397+124 today
#ai#cli#hypergraph#information-extraction#knowledge
17

Canner/WrenAI

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Python17K2K+121 today
#bigquery#duckdb#llm#postgresql#rag
18

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
19

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
20

getzep/graphiti

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

Python30K3.1K+37 today
#agents#graph#llms#rag
21

NVIDIA-AI-Blueprints/video-search-and-summarization

Suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.

Python1.8K376+28 today
#rag#vlm#skills#video-analytics#video-search
22

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
23

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
24

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
25

OpenBMB/UltraRAG

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

Python5.7K438
#embedding#llm#rag#easy#mcp
26

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
27

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
28

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
29

hypabase/hypabase

A Python library for storing and querying n-ary relationships with provenance tracking. SQLite-backed, zero configuration.

Python141
#graph-database#graphrag#hypergraph#knowledge-graph#mcp
30

kothapavan1998/deeprecall

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

Python93
#ai-agents#chromadb#langchain#llamaindex#milvus
31

chu2bard/ragcraft

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

Python00
#evaluation#llm#pipeline#python#rag
32

chu2bard/rankfuse

Reranking and result fusion for search and RAG pipelines

Python00
#cross-encoder#python#rag#reranking#retrieval
33

chu2bard/chunkflow

Document chunking pipeline for RAG applications

Python00
#chunking#embeddings#nlp#python#rag

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