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Vendor wontonee
Package laravel-qdrant-sdk
Short Description Laravel SDK for Qdrant vector database with embedders like OpenAI and Gemini
License MIT
Package laravel-qdrant-sdk
Short Description Laravel SDK for Qdrant vector database with embedders like OpenAI and Gemini
License MIT
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Informations about the package laravel-qdrant-sdk
Laravel Qdrant SDK: Qdrant Vector Database Integration for Laravel
Laravel Qdrant SDK is a Laravel package that provides a simple, expressive interface for working with the Qdrant vector database. It supports collection management, vector upserts, similarity search, and integration with embedders like OpenAI and Gemini.
Features
- Create, update, delete, and list Qdrant collections
- Upsert and manage vector points
- Perform similarity search and recommendations
- Easily integrate with OpenAI or Gemini for vector embeddings
- Simple trait for adding vector support to Eloquent models
Installation
-
Require the package:
-
Publish the config:
-
Set your .env variables:
- Run Qdrant with persistent storage (recommended for local dev):
Usage
Creating a Collection
Upserting Points
Scrolling Points
Listing All Collections
Using the HasVectors Trait
Add vector support to your Eloquent model:
Example Controller Test
See QdrantDemoController
for a full example of creating a collection, upserting points, and listing them.
Troubleshooting
- Data disappears after restart: Make sure Qdrant is running with persistent storage (see above).
- Connection issues: Check your
LARQ_HOST
and API key settings in.env
.
License
MIT
All versions of laravel-qdrant-sdk with dependencies
PHP Build Version
Package Version
Requires
php Version
^8.1
illuminate/support Version ^10.0|^11.0|^12.0
illuminate/http Version ^10.0|^11.0|^12.0
illuminate/support Version ^10.0|^11.0|^12.0
illuminate/http Version ^10.0|^11.0|^12.0
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