Florentine FAQs

Question 1

What is Florentine and what does it do?

Accepted Answer

Florentine is a Model Context Protocol (MCP) server that enables natural language querying for MongoDB data. It transforms user questions into MongoDB aggregations, which are then processed and returned to your AI agents or desktop applications.

Question 2

What are the prerequisites for setting up Florentine?

Accepted Answer

To use Florentine, you need Node.js (v18.0.0 or higher), a Florentine.ai account with a connected and activated MongoDB collection, and your Florentine.ai API Key.

Question 3

What key features does Florentine offer for data interaction?

Accepted Answer

Florentine includes secure data separation, semantic vector search with automated embedding creation for RAG support, and advanced lookup capabilities, all designed to make MongoDB data more accessible and powerful for AI.

Question 4

How does Florentine enhance AI agent capabilities with MongoDB?

Accepted Answer

Florentine allows AI agents to directly query MongoDB data using natural language, removing the need for complex database-specific syntax. This streamlines data access and processing for AI applications.

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