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#Visual Document Retrieval

Pipeline diagram showing ColModernVBERT embeddings flowing into Qdrant for visual document RAG retrieval
AI Hardware

ColModernVBERT Powers Prod-Scale Visual RAG: Qdrant Makes It Click

Scanned PDFs and invoices: 60% of enterprise docs are visual, yet most RAG ignores them. ColModernVBERT changes that with Qdrant-backed retrieval.

4 min read 1 week, 2 days ago
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