03

Building With LLMs

Go from notebook to product. Learn the engineering patterns for shipping reliable AI features: RAG, function calling, streaming, and monitoring.

Intermediate12 hours3 modules4 lessons

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Curriculum

Module 01

Retrieval

RAG BlueprintDesign a retrieval-augmented generation system with ingestion, chunking, retrieval, synthesis, and evaluation.45 minUp next

Module 02

Tools and agents

Function CallingTeach models to request structured tool calls instead of pretending to complete actions in natural language.35 min

Module 03

Production

Streaming UXDesign interfaces that feel fast while making partial, uncertain, or long-running AI output understandable.30 min Cost and ObservabilityTrack the signals that make AI features operational: cost, latency, quality, errors, and user feedback.40 min