Rhesis AI SDK: Open-source SDK for AI test generation and evaluation

Frequently Asked Questions about Rhesis AI SDK

What is Rhesis AI SDK?

Rhesis AI SDK is a tool designed to help developers test large language model (LLM) applications more effectively. It supports creating custom test sets to evaluate AI systems across multiple areas such as security, bias, reliability, and compliance. The SDK builds on industry standards from organizations like NIST, MITRE, and OWASP, which helps ensure thorough and defensible testing. Users can generate context-specific, scenario-driven test cases that adapt based on real-world data and expert input. It also offers pre-built, domain-specific tests for fields like finance and insurance, which help identify sector-specific issues. The SDK is scalable and integrates with existing CI/CD workflows, allowing automated testing at scale. It encourages collaboration between developers and domain experts through human-in-the-loop evaluations, enabling continuous refinement of AI performance. It also connects with Hugging Face test datasets, providing a comprehensive evaluation toolkit for AI safety and reliability.

Key Features:

• Open-source SDK
• Context-aware testing
• Domain-specific tests
• Automated updates
• Collaborative evaluation
• Integration with frameworks
• Hugging Face datasets

Who should be using Rhesis AI SDK?

AI Tools such as Rhesis AI SDK is most suitable for AI Engineer, AI Security Architect, Data Scientist, AI Product Lead & Chief Technology Officer.

What type of AI Tool Rhesis AI SDK is categorised as?

Awesome AI Tools categorised Rhesis AI SDK under:

• Content Generation AI
• Machine Learning AI

How can Rhesis AI SDK AI Tool help me?

This AI tool is mainly made to ai testing and validation. Also, Rhesis AI SDK can handle generate tests, evaluate models, detect bias, ensure compliance & automate testing for you.

What Rhesis AI SDK can do for you:

• Generate Tests
• Evaluate Models
• Detect Bias
• Ensure Compliance
• Automate Testing

Common Use Cases for Rhesis AI SDK

• Create custom test sets for AI validation
• Evaluate AI models for security vulnerabilities
• Detect bias in AI outputs
• Ensure compliance with standards
• Automate large-scale testing processes

How to Use Rhesis AI SDK

Install the SDK, generate an API key, then retrieve and create test sets for AI evaluation.

What Rhesis AI SDK Replaces

Rhesis AI SDK modernizes and automates traditional processes:

• Manual testing procedures for AI models
• Basic scripted tests
• Ad-hoc security evaluations
• Bias checking methods
• Compliance auditing tasks

Additional FAQs

How do I get started with Rhesis AI?

Install the SDK, generate an API key, and begin retrieving or creating test sets for your AI applications.

Is Rhesis AI suitable for all types of AI models?

Yes, it is designed to work with a wide range of LLM applications and integrates with popular evaluation frameworks.

Can I customize the test sets?

Yes, users can generate context-specific, scenario-driven test cases and adapt them based on expert feedback.

Does it support industry standards?

Yes, the SDK is built on standards from NIST, MITRE, and OWASP.

Is the SDK open-source?

Yes, it is open-source, enabling broad community collaboration.

Discover AI Tools by Tasks

Explore these AI capabilities that Rhesis AI SDK excels at:

• ai testing and validation
• generate tests
• evaluate models
• detect bias
• ensure compliance
• automate testing

AI Tool Categories

Rhesis AI SDK belongs to these specialized AI tool categories:

• Content Generation
• Machine Learning

Getting Started with Rhesis AI SDK

Ready to try Rhesis AI SDK? This AI tool is designed to help you ai testing and validation efficiently. Visit the official website to get started and explore all the features Rhesis AI SDK has to offer.