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

All Algorithms implemented in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

A curated list of awesome Machine Learning frameworks, libraries and software.

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

Making large AI models cheaper, faster and more accessible

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

LlamaIndex is a data framework for your LLM applications

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

A programming framework for agentic AI 🤖 (PyPi: autogen-agentchat)

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python packaging and dependency management made easy

A high-throughput and memory-efficient inference and serving engine for LLMs

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

The Memory layer for your AI apps

Code for the paper "Language Models are Unsupervised Multitask Learners"

Graph Neural Network Library for PyTorch

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

Universal LLM Deployment Engine with ML Compilation

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Open source platform for the machine learning lifecycle

Convert PDF to markdown + JSON quickly with high accuracy

Open standard for machine learning interoperability

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

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

Network Analysis in Python