Project
Tiny analytics agent on Databricks
A small Databricks Free Edition agent that uses a foundation model and a Python execution tool for simple analytics questions.
- Context
- Public Databricks AI agent project documented on Medium.
- Problem
- Agent examples can be difficult to evaluate when they are large, stateful or hidden behind complex infrastructure.
- Solution
- Built a deliberately small stateless analytics agent with MLflow logging, Databricks serving and a clear repository structure.
- Impact
- Shows a practical, reviewable first step into Databricks agents without inflating the scope.
Stack
DatabricksAI agentsMLflowPythonUnity Catalog
Links
This project is intentionally small so the architecture, constraints and trade-offs can be reviewed without noise.