Gentrace

Short description

Evaluate & monitor generative models

Long description

πŸ€–Generated by ChatGPT

Gentrace: A Comprehensive AI Tool for Evaluating and Monitoring Generative AI Models

🧠 Gentrace is an AI tool that evaluates generative AI models using a combination of humans, AI, and heuristics. It focuses on assessing quality, speed, and cost of production.

πŸ”¬ The tool leverages AI and heuristics to automatically detect regressions and hallucinations, ensuring continuous evaluation of AI model quality.

πŸ“Š Gentrace automates the grading process, eliminating manual evaluation using spreadsheets.

πŸ‘€ Observe, a production monitoring feature, allows real-time monitoring of AI model speed and cost. Users can analyze inputs, outputs, and evaluator scores for different generations.

πŸ“ˆ Gentrace provides visual representations of pipeline runs, offering insights into AI model performance over time.

πŸ”’ Gentrace emphasizes enterprise-grade security with SOC 2 TYPE 1 controls and completed audits. Admin and user controls for managing team members and access privileges are available.

πŸ”œ Upcoming features include more fine-grained controls and a self-hosted option for data storage.

🌟 Overall, Gentrace aims to optimize generative AI models for quality, speed, and cost in production.

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