RagMetrics
RagMetrics is a production-grade evaluation and trust platform for conversational GenAI, designed to assess AI chatbots, agents, and RAG systems before and after they go live. The platform continuously evaluates AI responses for accuracy, groundedness, hallucinations, reasoning quality, and tool-calling behavior across real conversations.
RagMetrics integrates directly with existing AI stacks and monitors live interactions without disrupting user experience. It provides automated scoring, configurable metrics, and detailed diagnostics that explain when an AI response fails, why it failed, and how to fix it. Teams can run offline evaluations, A/B tests, and regression tests, as well as track performance trends in production through dashboards and alerts.
The platform is model-agnostic and deployment-agnostic, supporting multiple LLMs, retrieval systems, and agent frameworks.
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Mistral AI
Mistral AI is a pioneering artificial intelligence startup specializing in open-source generative AI. The company offers a range of customizable, enterprise-grade AI solutions deployable across various platforms, including on-premises, cloud, edge, and devices. Flagship products include "Le Chat," a multilingual AI assistant designed to enhance productivity in both personal and professional contexts, and "La Plateforme," a developer platform that enables the creation and deployment of AI-powered applications. Committed to transparency and innovation, Mistral AI positions itself as a leading independent AI lab, contributing significantly to open-source AI and policy development.
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WhyLabs
Enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents.
Start with reliable data. Continuously monitor any data-in-motion for data quality issues. Pinpoint data and model drift. Identify training-serving skew and proactively retrain. Detect model accuracy degradation by continuously monitoring key performance metrics. Identify risky behavior in generative AI applications and prevent data leakage. Protect your generative AI applications are safe from malicious actions. Improve AI applications through user feedback, monitoring, and cross-team collaboration.
Integrate in minutes with purpose-built agents that analyze raw data without moving or duplicating it, ensuring privacy and security. Onboard the WhyLabs SaaS Platform for any use cases using the proprietary privacy-preserving integration. Security approved for healthcare and banks.
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Superpowered AI
Superpowered AI is an end-to-end knowledge retrieval solution purpose-built for LLM applications. We turn complex infrastructure into a few API calls. Give your LLMs access to private information that wasn’t in its training data, like internal company documents. Store old messages in a Knowledge Base and retrieve the most relevant ones each time the user sends a new message. Reduce hallucinations by putting relevant factual information directly in your prompts and instructing the LLM to only use the information it’s been given. Using a knowledge retrieval solution like Superpowered AI lets you retrieve the right information and insert it into your LLM prompts, enabling you to deliver highly relevant responses to your users. Create a knowledge base directly from local files and folders, or from a URL, and query via REST API, all in less than 10 lines of code. State-of-the-art multi-stage knowledge retrieval pipeline to give you the most relevant results.
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