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https://issues.apache.org/jira/browse/SOLR-15880?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17477341#comment-17477341
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Joel Bernstein edited comment on SOLR-15880 at 1/17/22, 5:56 PM:
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I started testing the branch this morning. So far it looks great. Very easy to
use. One thing that we'll probably want to do is add the vector field and a
dynamic field type to the _default schema.
I've attached a screen shot of my first query.
Next steps I'm going to load 1 million rows and check the performance. Then
I'll scale up from there I'll report back on my findings.
was (Author: joel.bernstein):
I started testing the branch this morning. So far it looks great. Very easy to
use. One thing that we'll probably want to do is add the vector field and a
dynamic field type to the _default schema.
I've attached a screen shpt !Screen Shot 2022-01-17 at 12.49.52 PM.png! of my
first query.
Next steps I'm going to load 1 million rows and check the performance. Then
I'll scale up from there I'll report back on my findings.
> Introduce Support to K Nearest Neighbors Search
> -----------------------------------------------
>
> Key: SOLR-15880
> URL: https://issues.apache.org/jira/browse/SOLR-15880
> Project: Solr
> Issue Type: New Feature
> Security Level: Public(Default Security Level. Issues are Public)
> Affects Versions: 9.0
> Reporter: Alessandro Benedetti
> Assignee: Alessandro Benedetti
> Priority: Major
> Attachments: Screen Shot 2022-01-17 at 12.49.52 PM.png
>
> Time Spent: 4h 40m
> Remaining Estimate: 0h
>
> This contribution introduces in Apache Solr the ability to run vector-based
> searches using native Apache Lucene data structures optimized for approximate
> nearest neighbours.
> This is the first milestone in introducing Neural Search in Apache Solr.
> More will come later.
> It builds on top of https://issues.apache.org/jira/browse/LUCENE-9004 to
> provide a:
> - *Dense Vector Field* - At moment Single valued, supporting stored, indexed
> - *Knn Query Parser* - simple query parser to run knn search on target vector
> and field
> The Dense Vector field only supports KNN searches (no range query, no field
> queries, no existence queries...)
> The Knn query parser can be used as query, filter query and rerank query.
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