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Current File : /opt/gitlab/embedded/service/gitlab-rails/gems/gitlab-active-context/README.md
# GitLab Active Context

`ActiveContext` is a gem used for interfacing with vector stores like Elasticsearch, OpenSearch and Postgres with PGVector for storing and querying vectors.

## How it works

See [How it works](doc/how_it_works.md).

## Installation

TODO

## Getting started

See [Getting started](doc/getting_started.md).

## Usage

See [Usage](doc/usage.md)

## How to

- [How to set initial embedding model](doc/how_to.md#set-embedding-model)
- [How to migrate from one embedding model to another](doc/how_to.md#migrate-from-one-embedding-model-to-another)

## Contributing

After checking out the repo, run `bin/setup` to install dependencies. Then, run `rake spec` to run the tests. You can also run `bin/console` for an interactive prompt that will allow you to experiment.

### Development guidelines

1. Avoid adding too many changes in the monolith, keep concerns in the gem
1. It's okay to reuse lib-type GitLab logic in the gem and stub it in specs. Avoid duplication this kind of logic into the code for long-term maintainability.
1. Avoid referencing application logic from the monolith in the gem

Youez - 2016 - github.com/yon3zu
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