Ask about an image
Vision + RAG · Gemini 2.0 Flash
Upload a chart, diagram, screenshot, or photo. Gemini Vision analyzes it and cross-references your knowledge base to give a grounded, cited answer.
How multi-modal RAG works
Image sent to Gemini 2.0 Flash Vision
Full pixel-level analysis
Text query retrieves chunks from Qdrant
Hybrid BM25 + vector search
Gemini answers using image + context
Grounded, cited response
You can also upload images as documents — Gemini describes them so they become text-searchable.