opensearch-project/demos

[FEATURE][DocBot] Add a Cohere Command model

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#62 opened on Oct 23, 2023

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OSCIenhancementgood first issue

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Description

Is your feature request related to a problem?

At the moment we have a connector that will support us in embedding our documents however we are missing a model for getting generative responses.

What solution would you like?

Since we are already using the Cohere connector I think we should try and use the cohere command-nightly LLM. We can at least evaluate this and ensure that it will meet our needs.

This should be created in the cluster_bootstrap.py file after we create the cohere connector. Unlike the other model this one will not get plugged into an index or search pipelines as it will just be used to generate responses from our commands.

What alternatives have you considered?

We could use an outside OpenSearch connector to build this however I think there are advantages to having it within the cluster.

Contributor guide

Research direction
Implement the Cohere Command model in cluster bootstrap.py following the existing Cohere connector pattern. Ensure it is not plugged into search pipelines, only used for generative responses.
Tech stack
python
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonOpenSearch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
75