Vector Databases for AI Applications

When to Use This Skill

Use this skill when implementing:

• RAG (Retrieval-Augmented Generation) systems for AI chatbots
• Semantic search capabilities (meaning-based, not just keyword)
• Recommendation systems based on similarity
• Multi-modal AI (unified search across text, images, audio)
• Document similarity and deduplication
• Question answering over private knowledge bases

Quick Decision Framework

1. Vector Database Selection

START: Choosing a Vector Database