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Allow more than 1024 dimensions for indexed dense_vector fields #92593

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phillipb opened this issue Dec 28, 2022 · 2 comments
Closed

Allow more than 1024 dimensions for indexed dense_vector fields #92593

phillipb opened this issue Dec 28, 2022 · 2 comments
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>enhancement :Search/Search Search-related issues that do not fall into other categories Team:Search Meta label for search team

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@phillipb
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I'd like to be able to configure the max number of dimensions that are allowed for indexed dense_vectors. I'm using OpenAi's embeddings (which I'm assuming will be a popular use case) and they have 1536 dimensions, but dense_vectors only support 1024. Ideally, I'd like to not lose any semantic meaning by truncating my vectors.
@phillipb phillipb added >enhancement needs:triage Requires assignment of a team area label labels Dec 28, 2022
@original-brownbear original-brownbear added the :Search/Search Search-related issues that do not fall into other categories label Dec 29, 2022
@elasticsearchmachine elasticsearchmachine added Team:Search Meta label for search team and removed needs:triage Requires assignment of a team area label labels Dec 29, 2022
@elasticsearchmachine
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Pinging @elastic/es-search (Team:Search)

@benwtrent
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Closing as duplicate of: #92458

We don't want to accidentally spread the conversation around to multiple places.

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