Developer tools
WhyLabs AI Observatory
WhyLabs is an AI observability platform that prevents model performance degradation by allowing you to monitor your machine learning models in production. If you deploy an ML model but don’t have visibility into its performance, you risk doing damage to your business because the model stops working.
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Why choose WhyLabs AI Observatory?
WhyLabs is a company that defined the AI Observability category and has now discontinued operations. Although the company is ending, all its core software and technologies have been open-sourced to support responsible AI operations:
Main Features and Open Source Projects:
- WhyLabs Platform: The complete WhyLabs platform has been open-sourced to help support the next iterations of AI observability research.
- whylogs: The open standard for data logging, which will continue to help teams enable privacy-preserving logging and monitoring for AI systems.
- langkit: The open-source toolkit for monitoring LLMs, which will continue to help teams monitor and secure LLMs while preserving privacy.
Core Advantages:
- Advancing Responsible AI Operations: Driving best practices in the AI industry through open-source technology, inching the world closer to a more responsible adoption of AI technology.
- Privacy-Preserving: Both whylogs and langkit emphasize preserving privacy while logging, monitoring, and securing AI systems and LLMs.
Target Users:
- Teams needing privacy-preserving logging and monitoring for AI systems.
- Developers and researchers engaged in AI observability research.
- Teams needing to monitor and secure Large Language Models (LLMs).
- Industry practitioners focused on the responsible adoption of AI.
Pricing Model:
- Completely free and open-source. Users can access and use the WhyLabs platform, whylogs, and langkit for free via GitHub.
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