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GitHub – pguso/agents-from-scratch: Create AI Agents from Ground Up with a Local LLM

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Unlock the World of AI Agents

Are you curious about how AI agents function? Dive into our local-first repository that demystifies AI agents and teaches you how to build one step-by-step!

Key Features:

  • Simplicity Over Complexity: No frameworks or hidden logic—just pure coding.
  • Systematic Learning: 10 structured lessons that evolve one agent through foundational concepts to advanced execution.
  • Ideal for Developers:
    • Those feeling lost with agents
    • Educators seeking clean mental models
    • Engineers craving mechanical understanding

What You Won’t Find:

  • Fast demos or SaaS starter kits
  • Claims that agents “think”
  • Cloud API dependencies or hidden reasoning

Get Started:

  1. Install dependencies: pip install -r requirements.txt
  2. Download a GGUF model
  3. Run the example file for practical insights

Transform your understanding of AI agents today. If you find this useful, please share and star the repository! Let’s learn together!

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