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33 repositories

#rag
1

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
2

Shubhamsaboo/awesome-llm-apps

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

Python134K20K
#llms#rag#python#agents
3

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
#claude-code#graphrag#knowledge-graph#codex#openclaw
4

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
#ocr#chineseocr#pdf2markdown#pp-ocr#pp-structure
5

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
#antigravity#claude-code#codex#gemini#graphrag
6

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
#agent#tutorial#llm#rag
7

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
#agent#agent-memory#ai-agent#book#coding-agent
8

HKUDS/LightRAG

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

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

HKUDS/DeepTutor

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

Python37K4.6K
#ai-tutor#deepresearch#interactive-learning#large-language-models#multi-agent-systems
10

VectifyAI/PageIndex

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

Python35K3.1K
#agentic-ai#agents#ai#ai-agents#context-engineering
11

onyx-dot-app/onyx

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

Python32K4.4K
#enterprise-search#rag#ai-chat#chatgpt#gen-ai
12

getzep/graphiti

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

Python30K3.1K
#agents#graph#llms#rag
13

Cinnamon/kotaemon

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

Python26K2.1K
#chatbot#llms#open-source#rag
14

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
#agent-skills#ai-agents#context-engineering#document-processing#edtech
15

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
#bigquery#duckdb#llm#postgresql#rag
16

RyanCodrai/turbovec

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

Python16K1.4K
#ann#avx512#embeddings#faiss#nearest-neighbor
17

cocoindex-io/cocoindex

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

Python11K886
#ai#change-data-capture#data-indexing#etl#indexing
18

Future-House/paper-qa

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

Python9.1K910
#ai#rag#search#science
19

OpenBMB/UltraRAG

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

Python5.7K438
#embedding#llm#rag#easy#mcp
20

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
#agent#ai#anthropic#claude-code#compression
21

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
#ai#ast#claude-code#code-analysis#code-understanding
22

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
#ai#cli#hypergraph#information-extraction#knowledge
23

agentscope-ai/ReMe

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

Python3.3K288
#agent#ai-agents#memory#reme#memoryscope
24

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
25

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
#rag#vlm#skills#video-analytics#video-search
26

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
#ai-agents#amd#comfyui#docker#llama-cpp
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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