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

In this project, we build an Apache Airflow pipeline to load, train, and evaluate a ML model, store it, and use it for inferencing by deploying the model with a sleek Streamlit UI, Docker, and auto…

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

Model Context Protocol Servers

A curated list of materials on AI efficiency

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Desktop app for prototyping and debugging LangGraph applications locally.

A collection of 500+ real-world ML & LLM system design case studies from 100+ companies. Learn how top tech firms implement GenAI in production.

Build resilient language agents as graphs.

Streamlit — A faster way to build and share data apps.

High-performance SDK and runtime for multi-agent systems. Build, run and manage secure multi-agent systems in your cloud.

🦜🔗 Build context-aware reasoning applications

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

This is a template you can use for your next data engineering portfolio project.

An exploration of distributed processing solutions for MLOps.

Week 1 Day 01 of 30 Days DevOps Challenge Weather Dashboard

Build Data Lake using Open Source tools

Apache Spark - A unified analytics engine for large-scale data processing

Data Engineering Zoomcamp is a free nine-week course that covers the fundamentals of data engineering.

This is a repo with links to everything you'd ever want to learn about data engineering

System Design, Solution Architecture, Data Systems Practice

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

Projects & Resources to help you become a better AI Developer.

TensorFlow 101: Introduction to Deep Learning

Tensors and Dynamic neural networks in Python with strong GPU acceleration

The official Python library for the OpenAI API