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Provider-agnostic AI chat backend built with Spring Boot 4.1.0 and Spring AI 2.0.0-M6. Features conversation memory, SSE streaming, structured output, and externalized prompt templates - powered by Groq's free LLM API.
Retrieval-Augmented Generation service in Spring AI. Upload documents, ask questions, get grounded answers with source citations. Groq for chat, Ollama for embeddings, pgvector for storage.
MCP server exposing task-management tools over the Model Context Protocol using Spring AI 2.0.0-M6. Lets Claude Desktop call and manage real tasks in Postgres directly, with destructive delete deliberately kept outside the AI-reachable surface.
AI task manager where an LLM calls real Java methods via Spring AI tool calling to manage tasks in PostgreSQL. Features scoped tool execution and a human-in-the-loop safety pattern for destructive operations.