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Learn to build AI agents
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Module 1
Getting Started with Large Language Models
1
Introduction to LLMs: Capabilities and Limitations
Explain what LLMs are at a high level and their capabilities and limitations
Prompting LLMs with APIs
Use the OpenAI or Hugging Face API to prompt an LLM and parse responses
3
Advanced Prompting for LLMs
Apply prompting techniques (zero-shot, few-shot, chain-of-thought) to improve LLM outputs
Parsing Structured Output from LLMs
Implement structured output parsing from LLM responses
5
Choosing the Right LLM: Cost, Latency, and Capability
Evaluate and select LLM providers and models based on cost, latency, and capability tradeoffs
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