What this sample helps you learn
This sample starts [SQLcl](https://www.oracle.com/database/sqldeveloper/technologies/sqlcl/download/) as an MCP server and lets a LangChain Python agent answer natural-language questions against an Oracle AI Database schema.
What this sample demonstrates
AI Agents
Runnable AI Agents behavior on Oracle AI Database.
Use when AI Agents needs to be tested against real database behavior.
Highlights
- Docker and Docker Compose
- Poetry
- Python 3.13 or higher
- Java runtime for SQLcl