Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

All Algorithms implemented in Python

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Python - 100天从新手到大师

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.

🎨 Diagram as Code for prototyping cloud system architectures

LlamaIndex is a data framework for your LLM applications

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

Reverse engineered ChatGPT API

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

DSPy: The framework for programming—not prompting—language models

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Chatbot for documentation, that allows you to chat with your data. Privately deployable, provides AI knowledge sharing and integrates knowledge into your AI workflow

OCR, layout analysis, reading order, table recognition in 90+ languages

🦉 Data Versioning and ML Experiments

Face recognition using Tensorflow

A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.

TensorFlow-based neural network library

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Running large language models on a single GPU for throughput-oriented scenarios.

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

High accuracy RAG for answering questions from scientific documents with citations

🐫 CAMEL: Finding the Scaling Law of Agents. The first and the best multi-agent framework. https://www.camel-ai.org

Intel® Nervana™ reference deep learning framework committed to best performance on all hardware

LLaMA: Open and Efficient Foundation Language Models

Easy benchmarking of all publicly accessible implementations of convnets

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.