Easily get started with Spring-AI to develop various AI applications, including TextToSQL and private data AI application development. In addition to these capabilities, Spring-AI also supports integration with several other advanced AI technologies and platforms such as DeepSeek, Azure, Ollama, Vector Databases, Function Calling, MCP and RAG.

Simple Text to SQL (No RAG), Spring AI Implementation

MCP Data Bridge for Java. Enabling safe Text-to-Query via a semantic layer, making enterprise data accessible to AI Agents.

AI-powered data analysis agent that turns CSV/Excel uploads into SQL queries, insights, and charts through a ReAct workflow.

Text to Query generator

Provides an AI semantic context layer for JPA/Hibernate-based domain models through a set of AI annotations. It helps AI systems understand your data model without manual DDL schema authoring.

This demo project showcases the practical use of the AI Semantic Schema library: https://github.com/crystalplanetcode/ai-semantic-schema