Arvind Jain
speaker
355 appearances
1 recordings
1 series
first heard May 2025
last heard May 2025
Arvind Jain’s voice in public audio — every appearance, attributed to the second.
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Appearances
Search.
And so we had that luxury to actually see this in action.
So the version one of our product actually already used transformers for semantic, you know, matching.
Like, you know, we didn't have these terms.
Like nobody used to call it vector search.
You know, we didn't have rag.
Like these terms had not been invented yet, uh, or generative AI for that matter.
And so, like, internally, we used to call it embedding search, uh, and it was a core core technology that we started out with.
So you were super early.
To it actually.
Yeah.
So I mean, and you know, look, you know, the models at the time were were not like as powerful as today.
Like, you know, we you know, we started with this uh BERT uh model that Google had put in open domain, which was trained on all of the all of the internet's, you know, data and knowledge.
And we would then take those models and then for every customer of ours, we'd actually build custom embeddings, you know, on their business content.
And then that would sort of power the semantic part of the search.
But remember, like
A search as a technique, there's a lot of focus on embeddings and vector search over the last few years.
But that's actually only one part of uh building a good search system.
Because if you think about an enterprise, uh, imagine a company that has been around for a few decades.
You know, they have tons and tons of information spread across many, many different systems.
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