What is phoenix.arize.com?
Phoenix offers flexible, transparent, and free-from-lock-in AI observability. It utilizes OpenTelemetry (OTEL) for seamless setup and provides total visibility into application tracing. Leverage the interactive prompt playground and streamlined evaluations, complete with pre-built templates and human feedback options.
Phoenix supports dataset clustering and visualization, leveraging embeddings to uncover semantically similar data points and isolate performance issues. Proudly open source, it offers compatibility with numerous LLM tools, ensuring flexibility in the generative AI landscape.
Features
- Application Tracing: Collect LLM app data with automatic or manual instrumentation for total visibility.
- Interactive Prompt Playground: Experiment with prompts using pre-built templates or custom configurations.
- Streamlined Evaluations: Use a fast and ergonomic eval library, incorporating pre-built templates, custom tasks, and human feedback.
- Dataset Clustering & Visualization: Identify performance issues by analyzing semantically similar questions, document chunks, and responses.
- OpenTelemetry Integration: Benefit from vendor-agnostic, framework-agnostic, and language-agnostic flexibility.
Use Cases
- Debugging and troubleshooting LLM-powered applications.
- Optimizing the performance of LLM applications.
- Evaluating the quality of LLM responses.
- Identifying and addressing issues with LLM hallucinations.
- Understanding LLM decision-making processes.
- Incorporating Human feedback.
- Analyzing unstructured text data.
Related Queries
Helpful for people in the following professions
phoenix.arize.com Uptime Monitor
Average Uptime
99.76%
Average Response Time
243.33 ms
Featured Tools
Join Our Newsletter
Stay updated with the latest AI tools, news, and offers by subscribing to our weekly newsletter.
