AI Agent Skills

RAG Web UI is an intelligent dialogue system based on RAG (Retrieval-Augmented Generation) technology.

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems techniques.

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for prof…

SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.

Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.

Terminal-first, knowledge-grounded multi-agent software delivery pipeline: scope requirements, implement changes, run tests, and gate pull requests with deterministic QA…

从 12,307 条推文中提炼的商业诊断方法论，做成 Claude Code skill。包含商业模式诊断、对标分析、内容创作诊断、执行力诊断、概念拆解 5 个工具。附带 4,176 个结构化知识原子，可用于 RAG 知识库。

A project-based course repository for developing AI agents using LangChain v1+ and LangGraph: search agents, RAG systems, reflection agents, and code interpreters.

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

[ICLR 2026] Youtu-GraphRAG: Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning

A simple, easy-to-hack GraphRAG implementation

Rust library for generating vector embeddings, reranking locally!

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

PIKE-RAG: sPecIalized KnowledgE and Rationale Augmented Generation

Empowering RAG with a memory-based data interface for all-purpose applications!

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"