Production Environments
Deploying Weaviate in a production environment requires careful planning to ensure stability, security, and performance. Currently, the only supported method of deploying Weaviate in a production environment is through Kubernetes. Unlike development or testing environments, a production instance must be resilient, scalable, and optimized for real-world workloads.
Key Aspects of a Production Environments
Section titled “Key Aspects of a Production Environments”- Scalability and Performance
- Production workloads demand high availability and low latency.
- Auto-scaling strategies and resource monitoring must be in place.
- Data Resilience and Backups
- Data must be safeguarded against corruption and loss.
- Disaster recover strategies and automated backups must be implemented.
- Security and Compliance
- Data at rest and in transit should be encrypted.
- Compliance best practices must be followed.
- Monitoring and Observability
- Logs and metrics must be collected for troubleshooting and optimization.
- Monitoring tools should be used to track performance.
- Alerting mechanisms must be set up to detect any anaomolies or failures.
- Networking and Access Control
- Privileges should be limited using RBAC (role-based access control).
- Load balancing should be configured.
Weaviate Production Environments
Section titled “Weaviate Production Environments”Weaviate has different options for deploying in a production environment using:
- Shared Cloud: A Shared Cloud instance is a robust cluster designed for production use.
- Dedicated Cloud: Dedicated Cloud is a fully-managed deployment of dedicated resources within a secure, highly available environment.
Questions and feedback
Section titled “Questions and feedback”Have a question or feedback? Here's how to reach us.