Hey, AIM community! On Wednesday, we'll cover the infra stack that we recommend for RAG in 2025. Then, we'll build, ship, and share a best-practice RAG app. We'll also discuss important production tradeoffs and implications that you should consider before and after deployment when going from zero to production RAG! Last week, we discussed the latest open-source repo drops from DeepSeek Week, and we covered how they're being used as a new best-practice way to do inference on MoE models via...

Hey, AIM community! Next Wednesday, we begin a new series on Optimization of LLMs! We'll tackle an important topic from first principles: building and optimizing LLMs before they make it to production. What are the essential concepts and code that underlie the technology, from loss functions and gradient descent to LSTMs, RLHF, and GRPO? Join us to kick off our new series - which we will continue monthly - about Optimization of LLMs. Last week, we put PydanticAI to the test! 🚀 The team behind...

Hey, AIM community! Next Wednesday, we cover a new agent orchestration framework: PydanticAI. The team "built PydanticAI to bring that FastAPI feeling to Gen AI app development" because everything else out there wasn't good enough. Join Dr. Greg and The Wiz to help us assess whether or not they're accomplishing their mission as we learn to build, ship, and share a multi-agent application. Last week, we explored Cursor An AI Engineer’s Guide to Vibe Coding and Beyond. In 2025, top engineers in...