---
title: Using the Database
weight: 18
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aliases:
  - how-to
  - tutorials
partition: qdrant
---

# Database Tutorials 

|                 | 
|--------------------------------------------|
| [Bulk Upload Vectors to a Qdrant Collection](/documentation/database-tutorials/bulk-upload/)        | 
| [Large Scale Search](/documentation/database-tutorials/large-scale-search/)        |
| [Backup and Restore Qdrant Collections Using Snapshots](/documentation/database-tutorials/create-snapshot/) |
| [Load and Search Hugging Face Datasets with Qdrant](/documentation/database-tutorials/huggingface-datasets/)                       | 
| [Using Qdrant’s Async API for Efficient Python Applications](/documentation/database-tutorials/async-api/)            | 
| [Qdrant Migration Guide](/documentation/database-tutorials/migration/)            | 
| [Static Embeddings. Should you pay attention?](/documentation/database-tutorials/static-embeddings/)            |