Part 7: Large Language Models and Advanced ML
Chapter 36: Using LLMs Programmatically
Intermediate~150 min
Learning Objectives
- Call LLM APIs (OpenAI, Anthropic) with structured prompts and parse responses
- Design effective prompts with system messages, few-shot examples, and chain-of-thought
- Implement tool use and function calling for LLM-powered agents
- Build RAG (Retrieval-Augmented Generation) systems with vector databases
Sections
Prerequisites
💬 Discussion
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