Trending rag repos

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 126k

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 75k

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 100k

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 35k

《从零开始构建智能体》——从零开始的智能体原理与实践教程. Why it matters: worth a look if you build or run autonomous agents.

AI agentsPython★ 83k

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorPython★ 41k

User-friendly AI Interface (Supports Ollama, OpenAI API, ...). Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 156k

《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. Why it matters: worth a look if you build or run autonomous agents.

AI agentsPython★ 54k

World's first open-source enterprise world model. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorRust★ 8.3k

The agent engineering platform. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 148k

Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 85k

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior… Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorGo★ 92k

A vector index built on TurboQuant, written in Rust with Python bindings. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorRust★ 17k

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingGo★ 34k

https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorPython★ 10k

ConardLi's open-source Skills collection, featuring web design, knowledge retrieval, image generation, and more. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorCSS★ 13k

PageIndex: Document Index for Vectorless, Reasoning-based RAG. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorPython★ 39k

PDF Parser for AI-ready data. Automate PDF accessibility. Open-source. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorJava★ 30k

The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 67k

Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience. Why it matters: worth a look if you build or run autonomous agents.

AI agentsJavaScript★ 67k

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorPython★ 40k

In-depth tutorials on LLMs, RAGs and real-world AI agent applications. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingJupyter Notebook★ 38k

A lightweight, lightning-fast, in-process vector database. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorC++★ 16k

Sim is the collaborative workspace to build, deploy, and monitor AI agents and workflows. Used by 100,000+ builders. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 30k

AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js). Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 5.6k

Build Real-Time Knowledge Graphs for AI Agents. Why it matters: worth a look if you build or run autonomous agents.

AI agentsPython★ 32k

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。 Why it matters: useful plumbing for shipping LLM-powered features.

LLM tooling★ 1.3k

A modular graph-based Retrieval-Augmented Generation (RAG) system. Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorPython★ 36k

One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 13k

Build resilient agents. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 43k

LlamaIndex is the document processing platform for AI. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 52k

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook… Why it matters: relevant for grounding LLMs in your own data.

RAG / vectorJupyter Notebook★ 30k

An open-source engine that turns continuous content streams into search and monitoring. Durable ingestion, hybrid search, alerts, and plugins for… Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingGo★ 40k

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems. Why it matters: worth a look if you build or run autonomous agents.

AI agentsJupyter Notebook★ 25k

ODS V3 Pre-Release: Public testing and refinement ahead of the official V3 launch. Turn your PC, Mac, or Linux box into a private AI server. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingPython★ 7.5k

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. Why it matters: useful plumbing for shipping LLM-powered features.

LLM toolingTypeScript★ 5.5k