What is Confident AI?

**Confident AI** is your go-to platform for **evaluating, benchmarking, and improving** the performance of **LLM (Large Language Model)** applications. With **best-in-class metrics and guardrails**, it helps you **safeguard** your AI systems while **optimizing** prompts and models. Whether you're a small startup or a large enterprise, Confident AI ensures your LLM applications are **top-notch**.

What are the features of Confident AI?

* **LLM Evaluation**: Benchmark and test your LLM systems to catch regressions and optimize performance. * **LLM Observability**: Monitor, trace, and A/B test your LLM applications in real-time. * **Dataset Curation**: Annotate and update datasets with the latest production data. * **Custom Metrics**: Tailor evaluation metrics to align with your specific use case. * **Pytest Integration**: Unit test LLM systems in CI/CD pipelines without changing your workflow.

What are the use cases of Confident AI?

* **Optimizing LLM Prompts**: Experiment with different prompts to find the most effective ones. * **Cost Reduction**: Cut LLM costs by fine-tuning models and improving efficiency. * **Performance Monitoring**: Track real-time performance and detect any drifts. * **Collaborative Workflows**: Centralize dataset curation and evaluation for teams.

How to use Confident AI?

1. Install the DeepEval package: `pip install -U deepeval`. 2. Pull your dataset: `dataset.pull(alias="QA Dataset")`. 3. Run evaluations: `dataset.evaluate(metrics=[AnswerRelevancy()])`. 4. Monitor LLM outputs: Use `deepeval.monitor()` to track inputs and responses.

What makes Confident AI different from other LLM evaluation tools?

Confident AI offers **best-in-class metrics**, **real-time monitoring**, and **customizable evaluations** tailored to your specific needs.

Can I use Confident AI for non-technical teams?

Absolutely! Confident AI is designed for **both technical and non-technical users**, making collaboration seamless.

How does Confident AI help reduce LLM costs?

By **fine-tuning models** and **optimizing prompts**, Confident AI helps you achieve better performance at a lower cost.

Confident AI

5.0

26.50%

Confident AI is the ultimate platform for evaluating and improving LLM applications, offering real-time monitoring, custom metrics, and cost optimization.

Added on: 2025.03.01

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