Table of contents :

Comparing classic search, vector search, and Hybrid search: is it even possible (part 3: typo tolerance)?

wpsolr-demos-typos

Table of contents :

(This is a follow up of Part 2 https://www.wpsolr.com/comparing-classic-search-vector-search-and-hybrid-search-is-it-even-possible-part-2/)

An incredible and understated effect of AI search is typo tolerance.

LLM are very strong in “understanding” the meaning of a sentence, hence being resilient to typo errors.

Here are two live examples with 2 typos in the same sentence (you can see them side by side in the screenshot of this post):

– Plain classic search without any tuning:
https://demo-woocommerce-flatsome-cloudways.wpsolr.com/?s=fotwear+outdor+bad+weather&post_type=product

– Vector search with Weaviate OpenAI embeddings:
https://demo-woocommerce-flatsome-cloudways-2k-openai.wpsolr.com/?s=fotwear+outdor+bad+weather&post_type=product

Not only the vector search fixes the typo error, but also returns great results.

WPSOLR: https://wpsolr.com

#wpsolr #weaviate #openai #gpt3 #cohere #huggingface

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