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

A list of AI memory projects

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

Building blocks for foundation models.

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

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

RAG that intelligently adapts to your use case, data, and queries

OpenSSA: Small Specialist Agents based on Domain-Aware Neurosymbolic Agent (DANA) architecture for industrial problem-solving

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

A generative world for general-purpose robotics & embodied AI learning.

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

Software Design by Example: a tool-based introduction with Python

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

A course on aligning smol models.

Building AI agents, atomically

AG2 (formerly AutoGen): The Open-Source AgentOS. Join us at: https://discord.gg/pAbnFJrkgZ

A repository for building local spark cluster.

A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.

Let your Claude able to think

Letta (formerly MemGPT) is a framework for creating LLM services with memory.

Get your documents ready for gen AI

An Awesome list of curated DSPy resources.

data-to-paper: Backward-traceable AI-driven scientific research

System design patterns for machine learning

Baum-Welch for all kind of Markov models

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

Redpanda is a streaming data platform for developers. Kafka API compatible. 10x faster. No ZooKeeper. No JVM!

A system for agentic LLM-powered data processing and ETL

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…

OLMoE: Open Mixture-of-Experts Language Models