topic/similarity-search-guide
Bynder publishes a how-to guide for similarity search in DAM
DAM Cowboy · W42 · October 2026
Bynder's guide walks through similarity search setup, use cases, and troubleshooting. Similarity search finds visually similar assets using image embeddings, not keywords. The guide covers when to use similarity search instead of metadata search, how to train teams on the difference, and what to do when results drift. The most useful section explains how to combine similarity search with metadata filters to narrow results without losing the visual match. This is search architecture, not just a feature tutorial.
Also in this issue
- metadata-accountabilityIPTC launches Metawatch: a monthly scoreboard for photo metadata preservation
- cloudinary-mcp-serverCloudinary ships an MCP server for uploading and managing media assets
- email-personalization-workflowBogg Bag cuts email personalization workflow from hours to five minutes with Klaviyo and Cloudinary
- bynder-connect-recapBynder Connect Amsterdam focused on AI agents and the Bynder MCP server
- portfolio-g2-recognitionExtensis Portfolio named a leader by G2 Crowd and trend-setting product by KMWorld
DAM Cowboy is published by Stacks, a DAM consultancy. We summarise industry news here; we do not report it, and the original source is linked above.
