Building LLM-Powered Applications

This repository contains materials for our Building LLM-Powered Applications course.

Learn how to build LLM-powered applications using LLM APIs, Langchain and W&B Prompts. This course will guide you through the entire process of designing, experimenting and evaluating LLM-based apps.

🚀 Enroll for free

What you'll learn

Understand LLM-powered applications

Learn the fundamentals of LLM-powered applications, including APIs, chains, agents and prompt engineering.

Build your own app

See how we develop a support automation bot for a software company, and build your own app.

Experiment, evaluate, and deploy your solution

Improve your LLM-powered app with structured experiments and evaluation. Deploy and monitor your application in production.

Running the code

• Notebooks can be run on your local system or via Google Colab
• To run the python scripts in src directory, setup a virtual environment (e.g. conda) with python<3.11 and install requirements.txt
• If you have questions, you can ask them in Discord in the #courses channel