EvalsOne

A comprehensive platform for evaluating and enhancing generative AI applications with precision.

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AI Testing AI Developer Tools Large Language Models (LLMs)AI Agent AI Productivity Tools

About EvalsOne

EvalsOne simplifies the process of evaluating generative AI systems by offering a versatile suite of tools. It enables detailed assessment of LLM prompts, RAG workflows, and AI agents through both rule-based and AI-driven evaluation methods. The platform seamlessly integrates human feedback, supports multiple sample creation techniques, and offers extensive model compatibility. Its customizable metrics and flexible workflows empower users to refine AI outputs efficiently and effectively.

How to Use

EvalsOne features an intuitive interface for managing evaluation runs. Users can duplicate runs for quick testing, compare different template versions, and fine-tune prompts. The platform provides detailed evaluation reports and allows sample preparation via templates, variable lists, OpenAI Evals, or direct code input. It supports multiple models and channels, including OpenAI, Claude, Gemini, Mistral, Azure, Bedrock, Hugging Face, Groq, Ollama, and local API integrations. Additionally, it integrates with agent orchestration tools like Coze, FastGPT, and Dify for comprehensive AI workflow management.

Features

Customizable evaluation metrics for tailored assessments

Wide-ranging model and platform integrations

In-depth evaluation of prompts, RAG workflows, and AI agents

Multiple sample preparation options for flexibility

Integration of human feedback into evaluation processes

Automated evaluations using rule-based and AI methods

Use Cases

Enhancing the accuracy and consistency of AI outputs

Optimizing retrieval-augmented generation workflows

Measuring AI agent performance across tasks

Refining prompts for relevance and clarity

Best For

AI researchersProduct managersData scientistsMachine learning engineersPrompt engineersAI developers

Pros

Streamlines the evaluation process for generative AI

Provides extensive features for diverse assessment needs

Supports integration with a variety of models and tools

Allows customization of evaluation metrics

Generates clear, detailed reports

Combines automated and human evaluation options

Cons

Being relatively new, the platform's community and resources are still growing

Pricing details are not publicly disclosed

May require technical expertise for optimal setup and use

Frequently Asked Questions

Find answers to common questions about EvalsOne

Which AI applications can EvalsOne evaluate?

EvalsOne assesses LLM prompts, RAG workflows, and AI agent performance.

What evaluation methods are available in EvalsOne?

It supports rule-based and AI-driven evaluation techniques, with options for human feedback integration.

Which models and channels does EvalsOne integrate with?

It supports OpenAI, Claude, Gemini, Mistral, Azure, Bedrock, Hugging Face, Groq, Ollama, and local API models, along with tools like Coze, FastGPT, and Dify.

Can I customize evaluation metrics in EvalsOne?

Yes, the platform allows you to define and tailor evaluation metrics to match your specific requirements.

Does EvalsOne support human evaluation?

Yes, it seamlessly integrates human feedback into the evaluation process for more comprehensive insights.