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Codecademy

Integrate and Evaluate LLMs with OpenAI and Hugging Face

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Overview

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Learn to integrate large language models into applications using APIs, prompt engineering, and evaluation metrics for AI systems.

Syllabus

  • Welcome to the Integrate and Evaluate LLMs Skill Path
    • Welcome to the Integrate and Evaluate LLMs with OpenAI and Hugging Face Skill Path!
  • Intro to OpenAI API
    • Leverage the OpenAI API within your Python code. Learn to import OpenAI modules, use chat completion methods, and craft effective prompts.
  • OpenAI API Coding with Python
    • Leverage the OpenAI API within your Python code. Learn to import OpenAI modules, use chat completion methods, and craft effective prompts.
  • Benchmarking LLMs
    • Learn how to integrate large language models using APIs, engineer effective prompts for reliable outputs, and evaluate LLM performance.
  • Integrate and Evaluate LLMs Skill Path Next Steps
    • Integrate and Evaluate LLMs Next Steps!

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