Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Learn how to design, develop, deploy and iterate on production-grade ML applications.

提取微信聊天记录，将其导出成HTML、Word、Excel文档永久保存，对聊天记录进行分析生成年度聊天报告，用聊天数据训练专属于个人的AI聊天助手

Self-hosted AI coding assistant

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

A modular graph-based Retrieval-Augmented Generation (RAG) system

Finetune Llama 3.2, Mistral, Phi, Qwen & Gemma LLMs 2-5x faster with 80% less memory

An open-source RAG-based tool for chatting with your documents.

AI agent stdlib that works with any LLM and TypeScript AI SDK.

the AI-native open-source embedding database

LLM based autonomous agent that conducts local and web research on any topic and generates a comprehensive report with citations.

📋 A list of open LLMs available for commercial use.

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

The official GitHub page for the survey paper "A Survey of Large Language Models".

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

Structured Text Generation

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

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.