GrepAI Storage with Qdrant

This skill covers using Qdrant as the storage backend for GrepAI, offering high-performance vector search.

When to Use This Skill

• Need fastest possible search performance
• Very large codebases (50K+ files)
• Already using Qdrant infrastructure
• Want advanced vector search features

What is Qdrant?

Qdrant is a purpose-built vector database offering:

• ⚡ Extremely fast vector similarity search
• 📏 Excellent scalability
• 🔧 Advanced filtering capabilities
• 🐳 Easy Docker deployment