Cohere A.I. Rerank Post Process Query Processor

Created on 2 May 2023, over 1 year ago
Updated 8 May 2023, over 1 year ago

Problem/Motivation

See more info: https://txt.cohere.com/rerank/

Cohere is an AI Research Company co-founded by Aidan Gomez, a contributing author of 'Attention is All You Need' which unveiled the attention mechanism leveraged by transformers (Large Language Models).

Cohere just announced Rerank product (endpoint) , which acts as the last stage of a search flow to provide a ranking of relevant documents per a user’s query. This means that companies can retain an existing keyword-based (also called “lexical”) or semantic search system for the first-stage retrieval and integrate the Rerank endpoint in the second stage re-ranking.

Proposed resolution

Add a Post Process Query Processor Plugin

Remaining tasks

- provide option to use english or multilingual model
- provide functionality to use API key from diff sources (than just config form)
- provide more UX
- write patch

Feature request
Status

Closed: won't fix

Version

1.0

Component

Plugins

Created by

🇺🇸United States kkohlbrenner Saint Louis, MO

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