Joe Steinbring

🦙 Crafting Intelligent Python Apps with Retrieval-Augmented Generation

Friday, May 31, 2024 - 5:30 PM UTC, for 0.75 hour.

Open Space

AI
LLM
Ollama
Python
RAG

Retrieval-augmented generation is a technique for teaching an Artificial Intelligence model something that it doesn't already know. In this Open Space, we will dive into how to build a Python application that leverages the power of retrieval-augmented generation. Using a combination of Ollama, LangChain, and Chroma DB, we will teach an Artificial Intelligence model something new. Attendees will learn what retrieval-augmented generation is and learn how to set up and orchestrate these technologies to enhance their Python applications.

Take Aways

  • Learn what retrieval-augmented generation is.
  • Learn what an artificial intelligence model is.
  • Learn what embedding is.
  • Learn how to build a retrieval-augmented generation system.
favorited by:
Jesse Dahir-Kanehl