Get started with Florentine.ai

Florentine.ai enables you to:

• Connect your MongoDB database and have its collections structure analyzed.
• Query data using natural language without writing complex queries.
• Retrieve structured responses including aggregations, aggregation results and natural language answers.

Choose LLM to use

Florentine.ai uses a bring your own key model, allowing you to connect with the LLM provider of your choice (OpenAI, Deepseek, Google or Anthropic).

Easy Integration via MCP or API

Florentine.ai provides a MCP server and a straightforward API for seamless integration into your projects.

Concepts and Features

Tailor Florentine.ai to your specific use case with:

• Secure Data Separation → Required inputs for user-based isolation
• No Data Tradeoff → Only data structure shared with AI, not the data itself
• Full Vector Search/RAG Support → Semantic search with automated embedding creation
• Key Mappings → Advanced $lookup support
• Key Exclusion → Filter out unnecessary or distracting fields
• Custom Prompt Instructions → Better control of behavior for individual requirements
• Response Control → Adjust speed, quality, and answer detail levels

Try It Now

🚀 Get started for free by creating an account.