Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.
🛠️ Key Features
- Reads Qdrant vector DB data in a read-only mode
- Exposes collections, basic info, and browse points
- Supports count and search operations over vectors
🚀 Use Cases
- AI agents querying vector collections for similarity search
- Lightweight read-only access to Qdrant data for tooling
- Inspection of collections and point metadata without modification
⚡ Developer Benefits
- Simple, focused endpoint surface for AI workflows
- Safe read-only access with reduced risk of data mutation
- Clear, inventory-style exposure of collections and search results
⚠️ Limitations
- Read-only access; cannot modify collections or points
- Minimal description of endpoints beyond core features
- May rely on external Qdrant deployment for full functionality