Qdrant Template
Qdrant Template
Qdrant is an open-source vector database designed to optimize and simplify vector similarity search. Deploy instantly and start managing your vector data with powerful search capabilities.
Why Choose This Template?
- Ease of Use: Designed to simplify vector similarity search workflows
- Open-Source Flexibility: Full control over your vector database deployment
- Enhanced Efficiency: Optimized for high-performance vector search operations
- CloudStation Integration: Seamless deployment within CloudStation's environment
CloudStation Advantages
- One-Click Deployment: Launch Qdrant quickly and effortlessly
- Scalability: Easily scale resources for growing vector collections
- Cost-Effectiveness: Optimize costs with flexible pricing structures
- Easy Integration: Connect with other tools in the CloudStation ecosystem
Perfect For
- Data Scientists: Building similarity search applications
- ML Engineers: Implementing vector search in AI applications
- Developers: Integrating vector search capabilities
- SMEs: Implementing semantic search solutions
Key Features
-
Vector Operations:
- CRUD operations for points
- Bulk updates and inserts
- Vector similarity search
- Filtering capabilities
-
Performance:
- HNSW index support
- Payload indexing
- Optimized storage engine
- Concurrent operations
-
Integration:
- REST API
- gRPC interface
- Multiple client libraries
- Monitoring endpoints
Resource Requirements
| Resource | Amount | Description |
|---|---|---|
| CPU | 0.5 vCPU | Virtual CPU cores for processing power |
| RAM | 1 GB | Memory for running applications |
| Storage | 10 GB | Space for storing your data and files |
| Cost | $14.48/month | Estimated running costs |
Note: Actual costs may vary based on usage patterns and resource optimization. Visit our Pricing Page for detailed information about Extra Resource Usage Estimation.
Components
| Component | Count | Purpose |
|---|---|---|
| Databases | 1 | Vector storage |
| Docker Images | 0 | Using system packages |
| Services | 0 | Standalone service |
| Repositories | 0 | Source management |
Quick Start
- Deploy the template
- Access the Qdrant API
- Create your first collection
- Start adding vectors
Configuration Tips
# Core Settings
QDRANT_HOST=0.0.0.0
QDRANT_PORT=6333
QDRANT_API_KEY=your-secure-key
QDRANT_STORAGE_PATH=/qdrant/storageSupport and Resources
#VectorDatabase #Similarity #Search #ML #AI #CloudStation #DataManagement
License
Apache License 2.0 - Open Source Copyright © 2025 CloudStation | Fast App Deployment for Teams of All Sizes
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