qdrant-operations

What problem does it solve?

Qdrant Operations streamline the setup, configuration, and maintenance of Qdrant vector stores, collections, and named vectors, enabling reliable migrations and snapshots.

Core Features & Use Cases

• Manage dense and sparse vectors, including BM25-based sparse vectors, and handle collection lifecycle (create, rebuild, snapshot)
• Migrate from ChromaDB, configure named vectors, and perform snapshot restores for resilience in search pipelines
• Use cases include setting up a new Qdrant deployment, migrating existing indices, and maintaining vector stores for production-grade retrieval

Quick Start

Run qdrant-operations to initialize and maintain your Qdrant collections in your data pipeline.