21 Lessons, Get Started Building with Generative AI

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

Examples and guides for using the OpenAI API

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs,…

12 Weeks, 24 Lessons, AI for All!

Anthropic's Interactive Prompt Engineering Tutorial

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

This repository is primarily maintained by Omar Santos (@santosomar) and includes thousands of resources related to ethical hacking, bug bounties, digital forensics and incident response (DFIR), ar…

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Code for Machine Learning for Algorithmic Trading, 2nd edition.

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

Examples and guides for using the Gemini API

llama3 implementation one matrix multiplication at a time

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

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…

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

An open-source, low-code machine learning library in Python

以撸代码的形式学习Python

this repository accompanies the book "Grokking Deep Learning"

Overview and tutorial of the LangChain Library

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

Neo4j graph construction from unstructured data using LLMs

100+ Fine-tuning Tutorial Notebooks on Google Colab, Kaggle and more.

This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…

A complete course for learning Bitcoin programming and usage from the command