[COMPASS-7606] Compass: Vector Search Hybrid Scoring Created: 30/Jan/24  Updated: 01/Feb/24

Status: Needs Triage
Project: Compass
Component/s: None
Affects Version/s: None
Fix Version/s: None

Type: Story Priority: Major - P3
Reporter: Sara Akram Assignee: Unassigned
Resolution: Unresolved Votes: 0
Labels: FY2025Q1-request
Remaining Estimate: Not Specified
Time Spent: Not Specified
Original Estimate: Not Specified

Issue Links:
Related
Assigned Teams:
Developer Tools

 Description   
Epic Summary

Summary

Support result scoring based on combined results obtained from multiple search, vector-search and possibly non-search pipelines. 

Allow users to be able to use well known functions to combine scores (like listed here) or to define custom score composition functions.

Motivation

Users that have multiple search indexes (e.g. a regular search index and vector search index) may want to retrieve documents based on a score that depends on both vector distance and match quality to a regular search query.

We want to provide a reasonably efficient and convenient way of obtaining a combining results from multiple pipelines that return documents with their respective scores. 

Documentation

Product Description
Scope
Technical Design
Docs Update


Generated at Wed Feb 07 22:47:05 UTC 2024 using Jira 9.7.1#970001-sha1:2222b88b221c4928ef0de3161136cc90c8356a66.