Pydantic AI GitHub Assistant
Karim Khattaby
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Posted Jun 7, 2025
Developed a GitHub Assistant using Pydantic AI for repo insights.
Pydantic AI GitHub Assistant
A simple autonomous agent built with Pydantic AI that utilizes tool use and reasoning to pull: 1- Information about the repo (name, description, size, owner, etc) 2- Repo structure 3- File content
Observability and tracing using Langfuse
CLI interface to interact with the agent
Qwen3 8B LLM locally served via LM studio (with ollama)
n8n flow version implemented in the "n8n GitHub Assistant" project in my portfolio
