This repo is a WIP plugin for handling conversations in OpenSearch (Per this RFC). It consists of three components:
- A notion of conversational memory, storage, and a CRUD API. (This is all that's in here today)
- A series of search processors and pipelines that calls externally hosted LLMs for inference. (This might go somewhere else)
- A simple API that wraps those components for developers who don't want to learn the ins and outs of the most modern version of OpenSearch. (This might also go somewhere else)
Currently, we've mostly done the CRUD API for conversational memory - it's in the conversational-memory branch. The search pipeline is still a work in progress, and the wrapper API is nonexistant. These parts might not go in this repo.
This repo was create using the OpenSearch plugin template (found here). The template came with:
- Some integration tests
- Some boilerplate plugin and unittest code
build.gradle- Notice and License files (Apache 2.0)
This plugin is named conversational, because it's a conversational plugin but "plugin" shouldn't be part of a plugin's name.
Likewise "opensearch" shouldn't be part of a plugin's name, but it's in the title of this repo because this is an OpenSearch project.
Accordingly, all code lives somewhere in the org.opensearch.conversational package.
The conversational-memory branch has, along with the CRUD API, numerous tests.
I'm pretty sure they're not completely comprehensive, but they're pretty good.
Run them with
./gradlew check
The current implementation against OpenSearch 2.8.0 - there shouldn't be too much incompatibility between versions given what currently exists, but when pipelines come along that assertion will break.
This code is licensed under the Apache 2.0 License. See LICENSE.txt.
Copyright Aryn, Inc 2023. See NOTICE for details.