vanna

Vanna is a lightweight AI platform used for autonomous data extraction, planning, verification, and iterative refinement, all running locally with Ollama models like qwen3-coder-next. It supports fast, zero-cost inference on shared GPU hardware. Vanna depends on qdrant-client for vector database integration.