Yael Rafalovich

2 posts

Yael Rafalovich

Yael Rafalovich

@Rafa_sasson

Katılım Mayıs 2025
2 Takip Edilen2 Takipçiler
Yael Rafalovich
Yael Rafalovich@Rafa_sasson·
Data Discovery is one of the most challenging fields in the "Data Era" . LLMs and gen AI brings new opportunities to deal with this challenge. so, if you are into Data and AI the blog post below is for you! Found it interesting - check out my talk at #DataTLV this Thu
Wix Engineering@WixEng

How do you find the right data when you’re dealing with thousands of sources, hundreds of teams - and everyone speaks a different language? At @Wix, we faced a massive challenge: enabling data discovery at scale in a data mash environment - a decentralized, domain-driven environment. Teams owned their data. Context lived in people’s heads. The result? Knowledge silos, lost time, and frustrated developers. So we built Anna - an intelligent assistant powered by a semantic layer, RAG, and multi-agent systems - to help teams find the right data, fast. Here’s how we tackled the complexity and made data truly discoverable: wix.engineering/post/solving-d…

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Wix Engineering
Wix Engineering@WixEng·
How do you find the right data when you’re dealing with thousands of sources, hundreds of teams - and everyone speaks a different language? At @Wix, we faced a massive challenge: enabling data discovery at scale in a data mash environment - a decentralized, domain-driven environment. Teams owned their data. Context lived in people’s heads. The result? Knowledge silos, lost time, and frustrated developers. So we built Anna - an intelligent assistant powered by a semantic layer, RAG, and multi-agent systems - to help teams find the right data, fast. Here’s how we tackled the complexity and made data truly discoverable: wix.engineering/post/solving-d…
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