as181920 / qdrant_model

QdrantModel

Map Qdrant REST api to Ruby object.

Installation

Add this line to your application's Gemfile:

  gem "qdrant_model", git: "[e-mail]:as181920/qdrant_model.git", branch: "main"

Gem install

Or install with:

  # gem install qdrant_model
  bundle exec rake install

Usage

Install Qdrant [https://qdrant.tech/documentation/install/]

Quickstart

Configure

QdrantModel.configure do |config|
  config.base_url = "http://127.0.0.1:6333"
end

Make api request

resp_info = QdrantModel::ApiClient.get "/collections"

Get collection list

collections = QdrantModel::Collection.all

Create collection with name

collection = QdrantModel::Collection.create name: "name_123", vectors: { size: 1536, distance: "Dot" }

Upsert points to collection

Point.upsert "collection_name", points: [{ id: 1, vector: { key_a: [1]*1536, key_b: [2]*1536 }, payload: { key: "value" } }, ...]

Update point

Point.new(id: 1).upsert(vector: { key_a: [3]*1536, key_b: [4]*1536 }, payload: { key: "new value" })

Delete points

Point.destroy(collection_name: "collection_name", ids: [1, 2, 3])

Delete point

Point.new(collection_name: "collection_name", id: 1).destroy

Development

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

To install this gem onto your local machine, run bundle exec rake install.

Contributing

Bug reports and pull requests are welcome on GitHub at https://github.com/[USERNAME]/qdrant_model.

References

• Qdrant REST api

License

The gem is available as open source under the terms of the MIT License.