Introducing RagaAI Catalyst: Best in class automated LLM evaluation with 93% Human Alignment

Setting New Standards in LLM Evaluation

In the fast-paced world of AI development, ensuring the reliability and safety of Large Language Models (LLMs) applications can be a daunting task. From hallucinations and biased outputs to security vulnerabilities, the pitfalls are numerous and can significantly impact the performance and trustworthiness of your applications.

Despite the plethora of LLM evaluation solutions available, enterprises still struggle with these issues, often stalling projects in the prototype phase or encountering burgeoning issues in production.

Imagine having a tool that not only identifies these critical issues in real-time but also provides actionable solutions to fix them immediately. Introducing RagaAI Catalyst, a platform designed to revolutionise testing  and optimisation of LLM, RAG, and Agentic applications. RagaAI Catalyst offers the most accurate and actionable metrics in the industry, with an impressive 93% alignment with human evaluations.

Unlike other platforms that offer generic assessments, RagaAI Catalyst’s metrics provide precise, human-like insights, enabling your data science and development teams to address issues promptly and effectively. This groundbreaking solution empowers your team to build secure, reliable, and cost-efficient GenAI applications faster than ever before.

What Makes RagaAI Catalyst Special?

1. Industry-Leading Quality and Accuracy

RagaAI Catalyst stands out as the industry leader in LLM evaluation quality and accuracy, boasting a 93% alignment with human feedback. While many platforms offer a variety of evaluation methods, RagaAI Catalyst distinguishes itself through unmatched precision and actionable insights. Our metrics are meticulously designed to mirror human evaluations, ensuring that the results you receive are as close to human judgement as possible. By leveraging our advanced evaluation techniques, your data science and development teams can confidently address issues, enhance model performance, and ensure the highest standards of quality and reliability.

2. Comprehensive and Actionable Metrics

RagaAI Catalyst excels in providing an unparalleled set of comprehensive and actionable metrics for LLM evaluation. These encompass a wide range of critical areas:

• Prompts: RagaAI Catalyst assesses the effectiveness of your prompts with metrics like Prompt Readability, Prompt Grade Score, Prompt Injection Detection etc. These metrics ensure that your prompts are clear, appropriate, and secure, enabling quality responses and preventing potential injection attacks.

  
  

• Context: RagaAI Catalyst measures the alignment and relevance of the context used by the LLM with metrics like Contextual Relevance, Contextual Precision, and Ranked Contextual Precision. These metrics ensure that the LLM model utilizes the most pertinent information to generate accurate responses.

  
  

• Response: RagaAI Catalyst evaluates the quality and safety of responses with metrics such as Faithfulness, Hallucination detection, Toxicity, Biasness, PII detection etc. These metrics help identify misleading information, harmful content, and privacy breaches, ensuring your LLM and RAG applications generate reliable and ethical outputs..

These comprehensive metrics are designed to deliver actionable insights, empowering your data science and development teams to quickly pinpoint and address specific issues throughout your entire LLM pipeline.

3. Easy On-Prem Deployment

Enterprise Solution for On-Prem Hosting

RagaAI Catalyst is also available On-Prem, a fully scalable infrastructure that runs within your company's AWS or Azure account. This environment can be provisioned by us or by your company using a toolset comprised of Terraform and Kubernetes.
For detailed setup instructions, please contact our team at support@raga.ai.

Key Features

• Data Security: Keep your data safe within your company's network.

• Seamless Integration: Integrate with your company's authentication system for secure and efficient access.

• Premier Support: Benefit from premier support provided by the RagaAI engineering team.

• Flexible Management: Choose between a self-managed solution or a fully managed service by RagaAI.

RagaAI Catalyst is also designed for seamless deployment across the enterprise, making it incredibly user-friendly and versatile. Whether you prefer cloud-based or on-premise setups, RagaAI Catalyst can be deployed on a wide range of environments, including AWS, Azure, and private cloud infrastructures. The intuitive setup process, coupled with comprehensive documentation, ensures that you can get started quickly and easily, regardless of your technical expertise. This flexibility allows your organisation to maintain control over your AI evaluation processes while leveraging the powerful capabilities of RagaAI Catalyst, ensuring smooth integration with your existing systems and minimal disruption.

Embrace the future of AI evaluation with RagaAI Catalyst and set new standards for excellence in your AI initiatives. With RagaAI Catalyst, you can confidently navigate the complexities of LLM development and deployment, ensuring that your applications are not only cutting-edge but also secure, reliable, and aligned with human judgement.

By leveraging RagaAI Catalyst, your enterprise can confidently address critical safety and reliability challenges, optimise LLMs, and achieve excellence in AI deployment. Experience the future of LLM optimization with RagaAI Catalyst. For more information refer to our detailed documentation here or use the sandbox here.