AutoEval Platform: Evaluation tools for AI application testing and benchmarking
Frequently Asked Questions about AutoEval Platform
What is AutoEval Platform?
AutoEval Platform by LastMile AI is a tool designed for testing and evaluating AI applications, especially those involving retrieval-augmented generation (RAG) and multi-agent systems. It provides pre-built evaluation metrics to assess AI performance and allows customization through fine-tuning evaluators. Users can install it using pip, then import and utilize its functions to analyze datasets with sample code provided. The platform supports various evaluation metrics to ensure AI models meet desired standards. It is suitable for developers needing reliable assessments of their AI systems before deployment. LastMile AI emphasizes real-world evaluation, offering tools to benchmark and improve AI applications systematically.
Key Features:
- Pre-built Metrics
- Custom Evaluation
- Fine-tuning
- Data Analysis
- Benchmarking Tools
- Monitoring System
- Evaluation Reports
Who should be using AutoEval Platform?
AI Tools such as AutoEval Platform is most suitable for AI Developers, Data Scientists, Machine Learning Engineers, AI Quality Analysts & Research Scientists.
What type of AI Tool AutoEval Platform is categorised as?
What AI Can Do Today categorised AutoEval Platform under:
How can AutoEval Platform AI Tool help me?
This AI tool is mainly made to ai evaluation. Also, AutoEval Platform can handle test ai models, benchmark ai systems, evaluate data quality, customize evaluation metrics & monitor ai performance for you.
What AutoEval Platform can do for you:
- Test AI Models
- Benchmark AI Systems
- Evaluate Data Quality
- Customize Evaluation Metrics
- Monitor AI Performance
Common Use Cases for AutoEval Platform
- Assess AI model accuracy for data scientists
- Benchmark AI applications for developers
- Evaluate multi-agent system performance
- Fine-tune custom evaluators for specific metrics
- Monitor AI system reliability in production
How to Use AutoEval Platform
Install the package via pip, import AutoEval from lastmile.lib.auto_eval, then call evaluate_data() with your dataset to get AI evaluation metrics.
What AutoEval Platform Replaces
AutoEval Platform modernizes and automates traditional processes:
- Manual evaluation methods
- No standardized evaluation tools
- Custom boilerplate evaluation scripts
- Ad-hoc benchmarking processes
- Limited real-world testing procedures
Additional FAQs
What programming languages are supported?
The platform supports Python and TypeScript for implementation.
Can I customize evaluation metrics?
Yes, you can fine-tune evaluators to match your specific evaluation criteria.
Is there a free trial?
Yes, the platform offers a free trial to evaluate its features.
Discover AI Tools by Tasks
Explore these AI capabilities that AutoEval Platform excels at:
- ai evaluation
- test ai models
- benchmark ai systems
- evaluate data quality
- customize evaluation metrics
- monitor ai performance
AI Tool Categories
AutoEval Platform belongs to these specialized AI tool categories:
Getting Started with AutoEval Platform
Ready to try AutoEval Platform? This AI tool is designed to help you ai evaluation efficiently. Visit the official website to get started and explore all the features AutoEval Platform has to offer.