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Server-Side Vision-Model OCR for Scanned Documents
How Simmetric Chat reads scanned PDFs with a server-side vision-model OCR pipeline — page rendering, an Ollama vision model, and a human approve step.
Simmetric Team·28/03/2026·6 min read
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Embedding a Knowledge-Base Chat Widget with Lead Capture
A practical guide to embedding Simmetric Chat on your site: sandboxed iframe loader, server-resolved model pin, lead capture, and CORS setup.
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Deploying Simmetric Chat with Docker: A Complete Guide
The full deployment map for Simmetric Chat — a six-service Compose stack, a single all-in-one container for air-gapped hosts, and a one-click Coolify path.
Simmetric Team · 10/03/20267 min read