Currently WIP.

The Qdrant VDB Provider is a Drupal module that integrates with the AI module to enable vector searches using Qdrant, a high-performance open-source vector database. It works seamlessly with AI Search and other vector-aware modules.

Features

Integration with AI and AI Search modules
Collection creation and management in Qdrant
Vector indexing, updating, and deletion
Vector search with and without filters
Supports cosine, dot product, and Euclidean similarity
Compatible with local or remote Qdrant instances

Why Qdrant?

Qdrant is optimized for AI use cases and semantic search. It offers:

High performance and scalability
Advanced filtering and payload support
Easy deployment and integration

Installation

composer require drupal/ai_vdb_provider_qdrant

Post-Installation

Enable the module using the UI or Drush:
```
drush en ai_vdb_provider_qdrant 
```
Configure the Qdrant connection at:

/admin/config/ai/vdb_providers/qdrant
Create a Search API server at:

/admin/config/search/search-api/add-server

Use "AI Search" as the backend and "Qdrant vector DB" as the provider.
Set up a new index and configure it using AI Search documentation.

Requirements

Qdrant server (local or remote)
AI module
AI Search module
Key module
Search API module
PHP curl extension

Qdrant VDB Provider

Issues

Plan for currently empty repositoryActiveMiscellaneous Created 3 days ago

Plan for currently empty repository
Active
Miscellaneous
Created 3 days ago