Qwak
JFrog ML (formerly Qwak) provides an integrated platform for seamless development and deployment of AI applications. It enables users to manage the entire lifecycle of models, from training to production, with one-click deployments and real-time monitoring. Teams can collaborate effectively, ensuring streamlined workflows and optimized performance for various AI models, including LLMs.
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Top Qwak Features
- Centralized model management
- One-click model training
- Multi-version model deployments
- Automated periodic retraining
- Real-time performance monitoring
- Integrated Slack and PagerDuty alerts
- Single prompt registry management
- Dynamic prompt playground
- Optimized model library access
- Visual LLM workflow creation
- Shadow prompt testing
- Comprehensive workflow traceability
- Scalable embedding vector storage
- Custom feature transformations
- Feature collaboration and consistency
- Simplified feature engineering
- Multi-source data ingestion
- CI/CD integration for ML
- Complete AI project synchronization
- Efficient AI operations management
