A nice example of the need of hybrid BM25/vector search !

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Pure generative AI’s vector search or similarity is impressive, but e-commerce needs often less creativity and stick more to the query.

With this example of Alexandru Rada ✅, the question (aka product content here) contains features that should be boosted or filtered. The categories are very important, so here the make and model should be used to boost results.

Also, with hybrid similarity on keywords, the boosts could not even have been necessary. Often e-commerce search should be given more weight on keywords than on vectors, just for that.

Below are several live demos of WooCommerce search powered by Weaviate Visit:

– Hybrid search (50% weight on keywords):

– Pure vector search with OpenAI and Cohere

– CLIP Text & image search


#wpsolr #woocommerce #weaviate #openai #gtp3 #cohere #demo

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