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AI Observability platform that provides tools for responsible AI adoption through open source technologies.

WhyLabs offered an AI observability platform designed to ensure responsible AI adoption. Their core value proposition centered around providing tools and standards that facilitate privacy-preserving logging, monitoring, and security for AI systems, including Large Language Models (LLMs). The platform's architecture was built around open-source components such as whylogs for data logging and langkit for LLM monitoring. Key use cases included monitoring model performance, detecting data drift, and ensuring compliance with data privacy regulations. Despite the company's closure, the open-sourced platform aims to support future research and iterations in AI observability by the community.
WhyLabs offered an AI observability platform designed to ensure responsible AI adoption.
Explore all tools that specialize in monitor model performance. This domain focus ensures WhyLabs delivers optimized results for this specific requirement.
Explore all tools that specialize in data drift detection. This domain focus ensures WhyLabs delivers optimized results for this specific requirement.
Automatically detects changes in data distribution that can impact model performance using statistical methods.
Tracks key performance metrics such as accuracy, precision, and recall to ensure models are performing as expected.
Monitors LLM responses for quality, safety, and compliance, ensuring responsible use of large language models.
Checks for data inconsistencies, missing values, and other data quality issues that can impact model training and inference.
whylogs offers techniques to log data in a way that preserves user privacy, complying with regulations like GDPR.
Install whylogs or langkit libraries.
Integrate the libraries into your AI application's data pipelines.
Configure logging and monitoring parameters based on your specific needs.
Set up alerts for key metrics and anomalies.
Visualize and analyze the data using the provided tools and dashboards.
Contribute to the open-source community for further improvements and support.
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Effortlessly find and manage open-source dependencies for your projects.

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