/plushcap/analysis/weaviate/weaviate-healthsearch-demo

Discover Healthsearch Unlocking Health with Semantic Search ✨

What's this blog post about?

Healthsearch is an open source demo that performs semantic and generative search on supplement reviews, retrieving the most related products for specific health effects based on user queries. It uses large language models (LLMs) like GPT4 to translate everyday language queries into structured query format called GraphQL query, which can extract information about filters, sorting, and limits directly from the context of the query. The demo also decodes reviews with semantic search and applies generative search to enhance user experience by generating product summaries based on user queries. Healthsearch is designed for intuitive search and can be adapted to any other domain.

Company
Weaviate

Date published
July 26, 2023

Author(s)
Edward Schmuhl

Word count
2323

Hacker News points
1

Language
English


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