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Advantages of vector search over normal keyword+symantic search #45

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amarmohax opened this issue Jun 14, 2023 · 5 comments
Open

Advantages of vector search over normal keyword+symantic search #45

amarmohax opened this issue Jun 14, 2023 · 5 comments

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@amarmohax
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Hi,

As part of this project, did anyone compare how the vector search performs in comparison to normal keyword search+symantic option in Azure Cognitive Search?
Especially in following areas.

  1. Relevance of search results - better or worse
  2. Performance or elapsed time - better or worse.
  3. Use cases where keyword+symantic is better and where Vector is better.

Curious to know in case someone has already done it.
--regards.

@lppier
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lppier commented Jun 14, 2023

I am also super curious about this too!

@farzad528
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We are actively working on our experiments and performance benchmarks. Stay tuned!

@smharvey
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smharvey commented Jun 17, 2023 via email

@wXw2007
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wXw2007 commented Jul 27, 2023

I have a demo session for our team, has benchmark, and many search experiments: https://microsoft-my.sharepoint.com/:v:/p/xiaowwan/ETO6SCLEV6NPgyFZfzGhkScBiSUQxs06I_ZbPl0wR5Z_3w?e=8yylcT

@amarmohax
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Can't access the above sharepoint link, is there anyway we can see it?

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5 participants