What is Arize AI?
Arize is an AI observability and LLM evaluation platform designed to help teams monitor, diagnose, and improve their AI models. Whether you're working on generative AI, machine learning, or computer vision, Arize provides the tools to ensure your models perform at their best in production.
What are the features of Arize AI?
- Generative AI Tracing: Get instant visibility into your AI workflows with seamless instrumentation.
- Continuous Evaluation: Automate AI evaluation at every stage, from development to production.
- Production Monitoring: Detect and address model drift early with real-time monitoring and smart alerts.
- Prompt & Evaluation IDE: Improve AI outcomes with real-time insights and shared tools.
- Embeddings Monitoring: Track embedding drift to maintain high-quality feature representations.
What are the use cases of Arize AI?
- Debugging AI Models: Quickly identify and fix issues in your AI workflows.
- Model Drift Detection: Continuously monitor for unexpected shifts in model performance.
- Dataset Curation: Enhance your datasets with high-quality labels and annotations.
- AI Agent Evaluation: Evaluate and improve the performance of AI agents in production.
How to use Arize AI?
- Integrate with OpenTelemetry: Set up seamless instrumentation for your AI frameworks.
- Use the Prompt Playground: Experiment with prompts and variables to optimize your AI models.
- Monitor Dashboards: Keep an eye on real-time metrics and alerts to stay ahead of issues.
- Run Evaluations: Automate offline and online evaluations to ensure reliability and performance.
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