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What is Ragas?

Ragas serves as a comprehensive framework that is open-source and focuses on testing and evaluating applications leveraging Large Language Models (LLMs). This framework features automated metrics that assess performance and resilience, in addition to the ability to create synthetic test data tailored to specific requirements, thereby ensuring quality throughout both the development and production stages. Moreover, Ragas is crafted for seamless integration with existing technology ecosystems, providing crucial insights that amplify the effectiveness of LLM applications. The initiative is propelled by a committed team that merges cutting-edge research with hands-on engineering techniques, empowering innovators to reshape the LLM application landscape. Users benefit from the ability to generate high-quality, diverse evaluation datasets customized to their unique needs, which facilitates a thorough assessment of their LLM applications in real-world situations. This methodology not only promotes quality assurance but also encourages the ongoing enhancement of applications through valuable feedback and automated performance metrics, highlighting the models' robustness and efficiency. Additionally, Ragas serves as an essential tool for developers who aspire to take their LLM projects to the next level of sophistication and success. By providing a structured approach to testing and evaluation, Ragas ultimately fosters a thriving environment for innovation in the realm of language models.

What is Guardrails AI?

Our dashboard offers a thorough examination that enables you to verify all crucial information related to request submissions made to Guardrails AI. Improve your operational efficiency by taking advantage of our extensive collection of ready-to-use validators. Elevate your workflow with robust validation techniques that accommodate various situations, guaranteeing both flexibility and effectiveness. Strengthen your initiatives with a versatile framework that facilitates the creation, oversight, and repurposing of custom validators, simplifying the process of addressing an array of innovative applications. This combination of adaptability and user-friendliness ensures smooth integration and application across multiple projects. By identifying mistakes and validating results, you can quickly generate alternative solutions, ensuring that outcomes consistently meet your standards for accuracy, precision, and dependability in interactions with LLMs. Moreover, this proactive stance on error management cultivates a more productive development atmosphere. Ultimately, the comprehensive capabilities of our dashboard transform the way you handle request submissions and enhance your overall project efficiency.

Media

Media

Integrations Supported

Athina AI
Arize Phoenix
ChatGPT
Claude
Codestral
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Le Chat
Llama 3
Llama 3.1
Llama 3.3
Mathstral
Ministral 3B
Ministral 8B
Mistral NeMo
Mistral Small
Mixtral 8x7B

Integrations Supported

Athina AI
Arize Phoenix
ChatGPT
Claude
Codestral
Gemini 1.5 Flash
Gemini 1.5 Pro
Gemini 2.0
Gemini 2.0 Flash
Gemini Advanced
Le Chat
Llama 3
Llama 3.1
Llama 3.3
Mathstral
Ministral 3B
Ministral 8B
Mistral NeMo
Mistral Small
Mixtral 8x7B

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Ragas

Company Location

United States

Company Website

www.ragas.io

Company Facts

Organization Name

Guardrails AI

Company Website

www.guardrailsai.com

Categories and Features

Categories and Features

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