Confident AI

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Confident AI

Efficient LLM Evaluation and Deployment with Confident AI's DeepEval

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About Confident AI

Confident AI is a cutting-edge platform offering comprehensive infrastructure for the evaluation and deployment of large language models (LLMs). At the heart of Confident AI’s offerings is DeepEval, an easy-to-use toolkit that allows users to perform unit testing on their LLMs in under 10 lines of code, enabling companies to ensure their models are production-ready with minimal effort. With DeepEval, users can define ground truths to benchmark outputs, utilize advanced diff tracking for optimal LLM configuration, and execute a variety of open-source metrics to obtain detailed insights into model performance. One key advantage of Confident AI is the significant reduction in time to production—2.4 times faster than conventional methods—allowing companies to swiftly adapt to changes and keep up with market demands. Through its centralized platform, DeepEval has facilitated over 1.42 million evaluations to date, empowering users to write and run test cases seamlessly in Python. Companies benefit from detailed monitoring, robust analytics, and various tools like A/B testing, output classification, dataset generation, and more, ensuring maximum performance and complete satisfaction with their LLM deployments. Beyond superior evaluation capabilities, Confident AI offers tailored solutions to cater to businesses of all sizes. Its feature-rich plans—ranging from free options for enthusiasts to enterprise-level plans with unlimited resources and dedicated support—ensure that every user has the resources they need to succeed. Client testimonials underscore the platform's reliability and effectiveness, marking it as a trusted partner in the journey towards impeccable LLM deployments. Confident AI stands as a beacon of innovation, providing the ultimate assurance in large language model performance.

Key Features

  • Unit test LLMs in under 10 lines of code
  • Advanced diff tracking
  • Ground truth benchmarking
  • Comprehensive analytics platform
  • Over 12 open-source evaluation metrics
  • Reduced time to production by 2.4x
  • High client satisfaction
  • 75+ client testimonials
  • Detailed monitoring
  • A/B testing functionality

Tags

evaluation infrastructurelarge language modelsDeepEvalLLMsunit testingtoolkitmetricsanalyticsadvanced diff trackingground truth benchmarkingperformance evaluation

FAQs

What is Confident AI?
Confident AI is an evaluation platform designed for large language models (LLMs), helping businesses justify and streamline the deployment of their LLMs into production.
What is DeepEval?
DeepEval is a toolkit by Confident AI that allows users to perform unit tests on LLMs using less than 10 lines of code, facilitating quick and reliable model evaluation.
How does DeepEval help with LLM deployment?
DeepEval significantly reduces the time to production by streamlining the evaluation process, offering comprehensive metrics, analytics, and features like advanced diff tracking and ground truth benchmarking.
What metrics are available in DeepEval?
DeepEval offers over 12 open-source metrics to evaluate large language models, ensuring comprehensive and reliable assessments.
Can DeepEval be integrated with Python?
Yes, DeepEval is designed to work seamlessly with Python, allowing users to write and execute test cases within their existing Python environment.
What features does the Confident AI platform provide?
Confident AI's platform includes advanced diff tracking, comprehensive analytics, ground truth benchmarking, A/B testing, output classification, reporting dashboards, dataset generation, and detailed monitoring.
Is there a free trial available for Confident AI?
Yes, Confident AI offers a free plan that allows users to explore the platform and its capabilities without any cost.
What support options are available with Confident AI plans?
Support options vary by plan. The Starter plan includes email support, while the Premium plan offers live technical support and a private Slack channel. The Enterprise plan provides dedicated 24x7 support and advanced data security.
What use cases are best suited for Confident AI?
Confident AI is ideal for businesses looking to evaluate and optimize LLM performance, benchmark outputs, and deploy models with high confidence and reduced time to production.
What are the pricing options for Confident AI?
Confident AI offers a range of pricing plans, including a free plan with limited features, a Starter plan from $29.99/project per month, and custom-priced Premium and Enterprise plans.