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Keyword Search vs Multimodal Search: The Honest Comparison
72
Multimodal Search in Action
Mixpeek Team
July 13, 2026
Summary
grep beat vector databases on text benchmarks, and it still cannot find 'the scene where the deal falls apart' in video. This video draws the honest boundary: keywords for literal text, multimodal retrieval for everything that is not text.
keyword-searchmultimodal-searchhybrid-searchcomparison
About this video
grep beat vector databases on text benchmarks, and it still cannot find 'the scene where the deal falls apart' in video. This video draws the honest boundary: keywords for literal text, multimodal retrieval for everything that is not text.