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Building a Semantic Book Search: Scale an Embedding Pipeline with Apache Spark and AWS EMR…
Feb. 19, 2024, 9:47 p.m. | Eva Revear
Towards Data Science - Medium towardsdatascience.com
Building a Semantic Book Search: Scale an Embedding Pipeline with Apache Spark and AWS EMR Serverless
Using OpenAI’s Clip model to support natural language search on a collection of 70k book covers
In a previous post I did a little PoC to see if I could use OpenAI’s Clip model to build a semantic book search. It worked surprisingly well, in my opinion, but I couldn’t help wondering if it would be better with more data. The …
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