Data Agent Connector FAQs

Question 1

What kind of databases can I connect, and is it secure?

Accepted Answer

You can connect to any database supported by SQLAlchemy. It's designed with security in mind, providing a read-only SQL gateway with configurable 'safe commands' to prevent unauthorized modifications, ensuring controlled database access.

Question 2

Can I integrate Data Agent Connector with my existing applications or UIs?

Accepted Answer

Absolutely. It offers dual exposure: FastMCP for agent interactions and mirrored REST endpoints for easy UI integration. This allows seamless connection to various front-ends or other applications, like OpenBB.

Question 3

What is the Data Agent Connector?

Accepted Answer

The Data Agent Connector is a tool that swiftly generates read-only SQL data agents from any SQLAlchemy-compatible database. It indexes schema and column content into LanceDB, enabling powerful LLM and UI-driven exploration via MCP and REST tools.

Question 4

How does it enhance LLM interaction with my databases?

Accepted Answer

It significantly enhances LLM interaction by automatically generating LLM-summarized table metadata and indexing distinct textual column values into LanceDB with BM25 search, allowing LLMs to understand and retrieve specific data content efficiently.

Question 5

Is the Data Agent Connector difficult to set up?

Accepted Answer

No, it's designed for ease of deployment. Configuration is driven by standard files like `databases.toml` (for data sources), `pyproject.toml` (for runtime settings), and `.env` (for LLM provider details), making setup straightforward and quick.

Data Agent Connector

Data Agent Connector

소개

주요 기능

사용 사례

소개

주요 기능

사용 사례