AI Agent Skills

AI-First Album: Chat with your gallery using plain language! LLM Vision + RAG + Album/Gallery.

Train Models Contrastively in Pytorch

An Innovative Agent Framework Driven by KG Engine

End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG 全流程。RAG的落地，往往是面向业务做RAG，而不是反过来面向RAG做业务。这就是为什么我们需要针对不同场景、不同问题做针对性的调整、优化和定…

An Educational Project (step by step) to teach how to build a production-ready app for RAG application.

🔍 Deep RAG: Advanced Retrieval-Augmented Generation system that goes beyond vector search. Enables AI to perform multi-hop reasoning, negation queries, numerical compar…

非常详细的大模型LLM的学习教程与笔记

An application for running LLMs locally on your device, with your documents, facilitating detailed citations in generated responses.

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

AI Video Search Engine (RAG)

See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.

This GitHub repository contains the complete code for building Business-Ready Generative AI Systems (GenAISys) from scratch. It guides you through architecting and imple…

GraphRAG4OpenWebUI integrates Microsoft's GraphRAG technology into Open WebUI, providing a versatile information retrieval API. It combines local, global, and web search…

Fullstack "Chat with your PDFs" RAG (Retrieval Augmented Generation) app built fully on Cloudflare

YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds wi…

LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering