Agents From Scratch
Project description
Agents From Scratch
agents_from_scratch is a small Python project for learning agent design from first principles.
It focuses on a clear baseline: tool registration, simple tool routing, and predictable behavior.
Project goals
- Keep the core agent logic small and easy to inspect.
- Provide runnable examples for experimentation.
- Offer a clean package foundation that can grow into more advanced agents.
What is included
SimpleAgent: a minimal text agent with pluggable tools.- Built-in sample tools:
upperfor text transformation.mathfor basic arithmetic evaluation.
- CLI demo entrypoint:
agents-from-scratch-demo. - Example script and tests to show expected behavior.
Quick start
uv sync
uv run agents-from-scratch-demo
Try prompts like:
helpupper: hello worldmath: (2 + 3) * 4what can you do?
Repository layout
agents_from_scratch/: package source codeexamples/: runnable examplestests/: package tests
Package name
The distribution name is agents-from-scratch, and the import package is agents_from_scratch.
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