AtlasQ

AtlasQ is a Python library that enables developers to use MongoDB Atlas Search while retaining the familiar query syntax of MongoEngine. It bridges the gap between MongoEngine's object-document mapping and Atlas Search's powerful full-text search capabilities, allowing for a consistent development experience.

Key Features

• MongoEngine Syntax Compatibility — Query Atlas Search using the same Q objects and filter methods as MongoEngine.
• Index Validation — Optionally validate that the Atlas Search index exists and fields are properly indexed to prevent silent failures.
• Embedded Document Support — Query embedded documents using appropriate Atlas Search syntax based on index mapping types.
• Index Management — Upload and manage search indices directly from the library, with automatic handling of primary key fields.
• Sort Functionality — Supports Atlas Search's sort feature within the order_by method, with an option to sort after aggregations.

Philosophy

AtlasQ aims to provide a seamless transition for MongoEngine users to leverage Atlas Search without learning a new query language, prioritizing compatibility and developer convenience.