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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 Okareo?
Okareo is an innovative platform designed for the advancement of AI development, enabling teams to build, test, and monitor their AI agents with confidence. The platform incorporates automated simulations that uncover edge cases, system conflicts, and potential failures before the deployment phase, thus guaranteeing the strength and dependability of AI functionalities. With features for real-time error detection and intelligent safety measures, Okareo aims to prevent hallucinations and maintain accuracy in live operational environments. It continually enhances AI performance by leveraging domain-specific data and insights derived from actual usage, which improves relevance and effectiveness, ultimately resulting in a boost in user satisfaction. By translating agent behaviors into actionable insights, Okareo empowers teams to pinpoint successful approaches, identify improvement areas, and establish future priorities, thereby significantly increasing business value beyond mere log analysis. Furthermore, Okareo facilitates collaboration and scalability, making it suitable for AI projects of varying sizes, which positions it as an essential tool for teams striving to deliver high-quality AI applications with efficiency and efficacy. This flexibility ensures that teams can adapt swiftly to evolving demands and challenges in the ever-changing AI landscape, empowering them to maintain a competitive edge.
Integrations Supported
Athina AI
ChatGPT
Claude
Codestral Mamba
DeepEval
Gemini
Gemini 2.0 Flash
Gemini Advanced
LangChain
Llama 3.1
Integrations Supported
Athina AI
ChatGPT
Claude
Codestral Mamba
DeepEval
Gemini
Gemini 2.0 Flash
Gemini Advanced
LangChain
Llama 3.1
API Availability
Has API
API Availability
Has API
Pricing Information
Free
Free Trial Offered?
Free Version
Pricing Information
$199 per month
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
Okareo
Date Founded
2023
Company Location
United States
Company Website
okareo.com