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Average Ratings 0 Ratings

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ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

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Description

Ragas is a comprehensive open-source framework aimed at testing and evaluating applications that utilize Large Language Models (LLMs). It provides automated metrics to gauge performance and resilience, along with the capability to generate synthetic test data that meets specific needs, ensuring quality during both development and production phases. Furthermore, Ragas is designed to integrate smoothly with existing technology stacks, offering valuable insights to enhance the effectiveness of LLM applications. The project is driven by a dedicated team that combines advanced research with practical engineering strategies to support innovators in transforming the landscape of LLM applications. Users can create high-quality, diverse evaluation datasets that are tailored to their specific requirements, allowing for an effective assessment of their LLM applications in real-world scenarios. This approach not only fosters quality assurance but also enables the continuous improvement of applications through insightful feedback and automatic performance metrics that clarify the robustness and efficiency of the models. Additionally, Ragas stands as a vital resource for developers seeking to elevate their LLM projects to new heights.

Description

VeriTrooper meticulously assesses evidence throughout various AI workflows, while SitRep conducts thorough audits of source materials to identify contradictions, outdated versions, duplicates, and any gaps present. Scout rigorously tests AI-generated answers against verified sources, ensuring that the question, response, verdict, and evidence are all documented accurately. Watchtower plays a crucial role in overseeing production responses by either capturing data or conducting scheduled tests to maintain quality. This software operates directly on the customer's infrastructure, generating findings that can be reviewed and creating portable evidence packages for ease of access. It is important to note that individuals are responsible for interpreting these findings and determining necessary corrections, as the software itself does not provide certification of compliance. The Evaluation Suite, compatible with Windows, macOS, and Linux, is readily accessible to all who request it, delivered through a manual installation process. Currently, the builds available are pre-release versions. The evaluation period spans 14 days from the initiation of the first genuine audit, allowing for five shared runs with a maximum of 200 evaluated items per run, granting users valuable insights into the software's capabilities and performance.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

No images available

Integrations

ChatGPT Yes 
Claude Yes 
Claude Duet Yes 
Codestral Mamba Yes 
Gemini 2.0 Yes 
Gemini 2.0 Flash Yes 
Gemini Nano Yes 
Google AI Plus Yes 
Llama Yes 
Llama 3.2 Yes 
MLflow Yes 
Ministral 3B Yes 
Ministral 8B Yes 
Mistral 7B Yes 
Mistral NeMo Yes 
Mistral Small Yes 
Mixtral 8x7B Yes 
Openlayer Yes 
Pixtral Large Yes 

Integrations

ChatGPT No 
Claude No 
Claude Duet No 
Codestral Mamba No 
Gemini 2.0 No 
Gemini 2.0 Flash No 
Gemini Nano No 
Google AI Plus No 
Llama No 
Llama 3.2 No 
MLflow No 
Ministral 3B No 
Ministral 8B No 
Mistral 7B No 
Mistral NeMo No 
Mistral Small No 
Mixtral 8x7B No 
Openlayer No 
Pixtral Large No 

Pricing Details

Free
Free Trial No 
Free Version Yes 

Pricing Details

No price information available.
Free Trial Yes 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Deployment

Web-Based No 
On-Premises Yes 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac Yes 
Linux Yes 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Ragas

Country

United States

Website

www.ragas.io

Vendor Details

Company Name

VeriTrooper

Founded

2026

Website

veritrooper.com

Product Features

Product Features

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5.0 out of 5 stars