Build your first AI agent from scratch in Python: a web research agent

Description and use

This project lets you build a web‑research AI agent in Python from scratch, adding AI capabilities without starting from a blank model stack. Adopt it by cloning the repo, installing dependencies, and integrating it into your RAG or agent workflow prototype. Production readiness is medium—ideal for prototypes or internal workflows, but requires dependency and maintenance checks before deployment.

Use in a workflow

Build your first AI agent from scratch in Python: a web research agent helps add AI capability without starting from a blank model stack.

• prototype AI features
• build RAG or agent workflows
• evaluate model tooling

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.