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Qdrant for Laravel

A Laravel package that provides a fluent, facade-based interface for managing collections and running vector similarity searches against a Qdrant database.

Qdrant for Laravel

Qdrant for Laravel gives Laravel applications a fluent interface for the Qdrant vector similarity search engine, aimed at making it easier to store and search embeddings for AI-powered features.

It supports collection management including creation, deletion and existence checks, collections with a single vector or with multiple named vectors, and point operations such as insert, upsert and delete, alongside vector update and delete operations. Search is exposed through a fluent API with filtering and grouping, and payloads can be handled conveniently through the package's data objects.

It installs through Composer, publishes a configuration file for one or more named Qdrant connections, and exposes its functionality through a Laravel Facade.

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