Ep 26. Ground Crew: An Open Source LLM RAG for Your Code

Welcome to Episode 26 in Prolego’s Generative AI series! This is the fourth in our Step-by-Step mini-series where I show you how to build your first generative AI product from start to finish.  In this episode, I reveal the GroundCrew MVP that we've been building throughout this series. GroundCrew uses LLMs to understand and interact with our codebase. I share what we learned, and how we instantly improved it.

What’s Inside This Episode?

  • Ground Crew in Action: Watch how it effortlessly answers complex questions about our codebase, like calculating costs for GPT-4 API queries.
  • Real-Time Problem Solving: Discover how Ground Crew explains concepts like 'ReAct agents' in simple terms, saving hours of Googling and developer inquiries.
  • Overcoming Challenges: Learn from our firsthand experience how we rapidly improved Ground Crew's MVP, shifting its capabilities from just understanding code to also assisting in operating it.

This episode is not just a demonstration; it's a testament to the power and agility of AI-driven development. Witness how we transformed Ground Crew within just 48 hours, and how it can no interpret and respond to more nuanced user queries with astounding accuracy.

Let’s Future Proof Your Business.