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Boot.dev

Build an AI Agent in Python

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Overview

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Write a toy agentic code editor in Python, similar to Claude Code or Cursor's Agent Mode. Understand how agents work from scratch by using the Google Gemini API to create an LLM-powered code agent. You'll use function calling and feedback loops to build an agent that can find and fix bugs in a real project!

Syllabus

  • LLMs
    • Learn how LLMs work and send prompts to the Gemini API using the Python client library
  • Functions
    • Write the functions your AI agent will need to modify files and run Python code
  • Function Calling
    • Give your AI agent the ability to call functions based on its system prompt and context window
  • Agents
    • Give your tool a proper feedback loop to make it truly "agentic" and fix a real bug

Taught by

Lane Wagner, Waseem, Allan, Dan, and Matt

Reviews

4.4 rating at Boot.dev based on 1164 ratings

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