This repository features a Next.js (React 19) frontend and FastAPI backend, integrating Ollama and DeepSeek-R1 for AI-driven functionality. Designed for efficiency and scalability, it supports real-time updates through event streaming, enabling high-performance AI interactions.

Permission-aware, cost-routed, evaluated enterprise AI copilot for a financial/compliance domain (Spring AI + LangGraph + MCP).

⚙️ Advanced Spring AI RAG system with Serbian/Cyrillic optimization, full-stack chat interface, pgvector, LlamaIndex, and self-hosted LLMs — Microservices + Docker-ready

Offer Scout AI is a personal AI service for evaluating job offers against a candidate profile. Built using Kotlin/Spring Boot/Spring AI and Python/FastAPI.

This project demonstrates how to configure Spring AI to interact with Ollama and Docker Model Runner

可复现的AI Agent定制方案：有记忆、能进化、全自动内容生产

Build a LLM chat app with Spring AI, Streamlit, and Ollama

Example of how to create agents, MCP servers, and clients - all of that with Strands Agents (in Python 🐍), Spring AI, FastMCP, and deploy that with FastAPI via containers, on AWS Lambda via AWS SAM, and Amazon Bedrock AgentCore.