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53 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

thedotmack/claude-mem

A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude's agent-sdk), and injects relevant context back into future sessions.

TypeScript92K8K
#ai#ai-agents#ai-memory#anthropic#artificial-intelligence
5

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Go89K10K
#ai#ai-agents#context-engine#llm-apps#rag
6

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
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
#antigravity#claude-code#codex#gemini#graphrag
8

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
9

Mintplex-Labs/anything-llm

Sponsor Star Mintplex-Labs / anything-llm The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.

JavaScript65K7.2K
#rag#localai#vector-database#llm#ai-agents
10

FlowiseAI/Flowise

Build AI Agents, Visually

TypeScript55K25K
#artificial-intelligence#chatgpt#large-language-models#low-code#no-code
11

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
12

HKUDS/LightRAG

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

Python39K5.5K
#knowledge-graph#large-language-models#retrieval-augmented-generation#genai#graphrag
13

HKUDS/DeepTutor

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

Python37K4.6K
#ai-tutor#deepresearch#interactive-learning#large-language-models#multi-agent-systems
14

VectifyAI/PageIndex

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

Python35K3.1K
#agentic-ai#agents#ai#ai-agents#context-engineering
15

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
16

ItzCrazyKns/Perplexica

Perplexica is an AI-powered answering engine.

TypeScript31K3.2K
#ai-agents#ai-search-engine#answering-engine#artificial-intelligence#llm
17

getzep/graphiti

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

Python30K3.1K
#agents#graph#llms#rag
18

simstudioai/sim

Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.

TypeScript29K3.8K
#agentic-workflow#agents#ai#nextjs#typescript
19

NirDiamant/RAG_Techniques

Sponsor Star NirDiamant / RAG_Techniques This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

Jupyter Notebook29K3.6K
#rag#tutorials#langchain#llama-index#llms
20

opendataloader-project/opendataloader-pdf

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.

Java29K2.7K
#json#markdown#pdf#ai#document-parsing
21

Cinnamon/kotaemon

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

Python26K2.1K
#chatbot#llms#open-source#rag
22

humanlayer/12-factor-agents

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

TypeScript25K1.9K
#agents#ai#context-window#framework#llms
23

promptfoo/promptfoo

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration.

TypeScript24K2.2K
#llm#prompt-engineering#prompts#llmops#prompt-testing
24

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
25

NirDiamant/agents-towards-production

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

Jupyter Notebook21K2.8K
#agent#agent-framework#agents#ai-agents#genai
26

liyupi/ai-guide

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享大模型选择指南（DeepSeek / GPT / Gemini / Claude）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（RAG / MCP / A2A）、AI 编程教程、AI 工具用法（Cursor / Claude Code / OpenClaw / TRAE / Lovable / Agent Skills）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档版本，已升级为鱼皮 AI 导航网站

JavaScript19K2.2K
#ai#artificial-intelligence#chatgpt#deep-learning#deepseek
27

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
28

memvid/memvid

Star memvid / memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

Rust16K1.4K
#ai#context#embedded#faiss#knowledge-base
29

RyanCodrai/turbovec

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

Python16K1.4K
#ann#avx512#embeddings#faiss#nearest-neighbor
30

alibaba/zvec

A lightweight, lightning-fast, in-process vector database

C++16K979
#rag#agent-skills#embedded#faiss#hnsw
31

zilliztech/claude-context

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

TypeScript12K914
#agent#agentic-rag#ai-coding#code-search#cursor
32

cocoindex-io/cocoindex

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

Python11K886
#ai#change-data-capture#data-indexing#etl#indexing
33

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
34

OpenBMB/UltraRAG

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

Python5.7K438
#embedding#llm#rag#easy#mcp
35

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
36

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
37

KnockOutEZ/wigolo

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.

TypeScript4.6K344
#mcp#agent#ai#ai-agent#claude
38

oracle-devrel/oracle-ai-developer-hub

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

Jupyter Notebook4.3K813
#artificial-intelligence#generative-ai#kubernetes#kustomize#oraclejet
39

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
40

agentscope-ai/ReMe

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

Python3.3K288
#agent#ai-agents#memory#reme#memoryscope
41

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
42

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
43

activeloopai/hivemind

One brain for all your agents

TypeScript1.6K102
#ai#ai-agents#ai-memory#anthropic#artificial-intelligence
44

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
45

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
46

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
47

alvinxx1123/sspOffer-interview-assistant

“接入大模型的AI-agent 互联网后端面试助手，支持在线 ACM模式IDE 与多平台面经整合，支持定制化个人面经库(RAG)与简历/面试复盘”

Java898
#ai-agent#java#langchain4j#rag
48

alexk-dev/golemcore-bot

AI agent framework for Java — skill-based architecture with MCP support, tool calling, RAG, and Telegram integration. Built on Spring Boot and LangChain4j

Java405
#ai-agent#ai-assistant#anthropic#chatbot#conversational-ai
49

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
50

kothapavan1998/deeprecall

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

Python93
#ai-agents#chromadb#langchain#llamaindex#milvus
51

chu2bard/ragcraft

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

Python00
#evaluation#llm#pipeline#python#rag
52

chu2bard/rankfuse

Reranking and result fusion for search and RAG pipelines

Python00
#cross-encoder#python#rag#reranking#retrieval
53

chu2bard/chunkflow

Document chunking pipeline for RAG applications

Python00
#chunking#embeddings#nlp#python#rag

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