Evidently AI: AI Evaluation & LLM Observability Platform
Evidently AI is a state-of-the-art platform designed to ensure your AI systems are production-ready. It offers comprehensive tools to test Large Language Models (LLMs) and monitor their performance across various AI applications, retrieval-augmented generation (RAG) systems, and multi-agent workflows. The platform is deeply integrated with open-source frameworks, providing flexibility and transparency.
Key Features:
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LLM Testing Platform: Evaluate the quality and safety of LLMs to ensure they meet production standards.
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RAG Testing: Enhance retrieval processes and minimize issues like hallucinations to maintain data integrity.
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LLM Evaluation Advisory: Offers training and tailored solutions to optimize model performance.
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Adversarial Testing: Test AI systems against potential threats and edge cases to ensure robustness.
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ML Monitoring: Track data drift and ensure the predictive quality of your AI models remains consistent.
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AI Agent Testing: Validate complex multi-step workflows to ensure efficiency and accuracy.
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Open-Source Tools: The Evidently Python library allows for flexible, open-source management and monitoring of AI systems.
Overall, Evidently AI provides a holistic suite of tools designed for developers and organizations to maintain and optimize AI systems effectively. By focusing on observability and evaluation, it supports teams in producing reliable and safe AI solutions.
