This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

⚕️GenAI powered multi-agentic medical diagnostics and healthcare research assistance chatbot. 🏥 Designed for healthcare professionals, researchers and patients.

A demonstration of using LangGraph with MCP for generating prompts and AI-generated images, including Human-in-the-Loop interaction.

It's not a list of papers, but a list of paper reading lists...

The easiest way to use Agentic RAG in any enterprise

Implementation of Corrective RAG using LangChain and LangGraph.

Bridging LLM and Recommender System.

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

植物大战僵尸的开源Python实现 (An open-source python implementation of Plants vs. Zombies)

ChatPilot: Chat Agent Web UI，实现Chat对话前端，支持Google搜索、文件网址对话（RAG）、代码解释器功能，复现了Kimi Chat(文件，拖进来；网址，发出来)。

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

Project demonstrating keyword and semantic search on data stored in MongoDB

Q&A based on elasticsearch+langchain+chatglm2 ｜ 基于elasticsearch，langchain，chatglm2的自有知识库问答

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Search, organize, discover anything!

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

A curated list of resources dedicated to retrieval-augmented generation (RAG).

​ 李白 👤 作为唐代杰出诗人，其诗歌作品在中国文学史上具有重要地位。近年来，随着数字技术和人工智能的快速发展，传统文化普及推广的形式也面临着创新与变革。国内外对于李白诗歌的研究虽已相当深入，但在数字化、智能化普及方面仍存在不足。因此，本项目旨在通过构建李白知识图谱，结合大模型训练出专业的AI智能体，以生成式对话应用的形式，推动李白文化的普及与推广。

🔍 AI search engine - self-host with local or cloud LLMs

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词（Structured Prompt）提出者 📌 元提示词（Meta-Prompt）发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt…

Efficient Python library for Extended LSTM with exponential gating, memory mixing, and matrix memory for superior sequence modeling.

基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS etc)

Developer APIs to Accelerate LLM Projects

Repair invalid JSON documents

Question and Answer based on Anything.

A list of AI autonomous agents

《动手学大模型Dive into LLMs》系列编程实践教程

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.