Qdrant Vector Database Integration

Overview

Qdrant is an AI-native vector database for semantic search and similarity retrieval. This skill provides patterns for integrating Qdrant with Java applications, focusing on Spring Boot and LangChain4j integration.

When to Use

• Semantic search or recommendation systems in Spring Boot applications
• RAG pipelines with Java and LangChain4j
• Vector database integration for AI/ML applications
• High-performance similarity search with filtered queries

Instructions

1. Deploy Qdrant with Docker