Awesome Chatgpt

21 Lessons, Get Started Building with Generative AI

Examples and guides for using the OpenAI API

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

AirLLM 70B inference with single 4GB GPU

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

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 design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树

QLoRA: Efficient Finetuning of Quantized LLMs

Official inference library for Mistral models

FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

LLM Finetuning with peft

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

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

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is the companion repository for the book on generative AI with LangChain.

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

This is the code for the "ChatGPT Trading Bot" Video by Siraj Raval on Youtube

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E, Google Cloud AI,HuggingGPT, and more

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI).

Building DeepSeek R1 from Scratch

Create knowledge graphs with LLMs

This is the code for "I Built a Sports Betting Bot with ChatGPT" by Siraj Raval on Youtube

A framework for creating grounded instruction based datasets and training conversational domain expert Large Language Models (LLMs).

Build Your own ChatGPT with OpenAI API and Streamlit

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

A browser extension that lets you chat with ChatGPT from any local Jupyter notebook.

🔥🔔prompt-engineering-note🔔🔥

This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

ChatGPT for lecture slides

recommender system tutorial with Python

A collection of prompts for use with GPT-4 via ChatGPT, OpenAI API w/ Gradio frontend & notebook