Datalake
Enables AI assistants to interact with Delta Lake tables stored in MinIO via Spark, supporting natural language data operations through the Model Context Protocol.
About
This service provides a powerful bridge between AI assistants and data stored in Delta Lake tables within MinIO, leveraging Spark for efficient data interaction. Built on FastAPI, it implements the Model Context Protocol (MCP), allowing AI models to perform read-oriented data operations using natural language queries. It's designed for local development and evaluation, offering a robust environment for prototyping AI-driven data interactions with modern data lake architectures.
Key Features
- Utilizes Spark for data operations on MinIO-stored data
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- Enables AI assistants to interact with Delta Lake tables
- FastAPI-based service for API exposure
- Implements Model Context Protocol (MCP) for AI integration
- Supports natural language data operations for querying
Use Cases
- Developing and evaluating AI-driven data interaction prototypes
- Prototyping natural language query interfaces for Delta Lake data lakes
- Integrating AI assistants with data lake environments for data retrieval
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