The AI Video Insights Assistant is a backend service that uses advanced AI orchestration to analyze YouTube video content and accurately answer user questions. Built on LangChain4j or Spring AI, it leverages embeddings and similarity search for precise responses and includes fallback options for comprehensive coverage.

This example demonstrates how to create a chatbot that can use the Tavily search engine to look up information on the web.

An AI-powered hostel search assistant for discovering hostels in Poland.

Implementation of the Reflexion agent pattern (Self-Correction) using Spring Boot 4 and Spring AI 2.0 in Java 21. Includes Actor-Reviewer flow and web search with Tavily. Demonstrates 'Code as Orchestration' strategies to build resilient agents without the complexity of graph DSLs like LangGraph.