Enterprise RAG Starts with Pryon

Uncompromised retrieval accuracy at enterprise scale

RAG Suite

Pryon RAG Suite provides best-in-class ingestion, retrieval, and generative capabilities for building and scaling an enterprise RAG architecture.

Accuracy
Your Users Can Trust

Access all your data, wherever it lives

Precise data ingestion for complex documents, images, audio, and video stored in a variety of content repositories.

Go beyond keywords

High-fidelity retrieval through query understanding, vectorization, reranking, and verifiable answers delivered with source attribution.

Deliver answers quickly and reliably

Accurate retrieval-augmented generative prompts to LLMs that minimize hallucinations and deliver smooth, fluent responses.

Scales to the Needs of Enterprises

Connect to your most important sources of truth

Pryon Ingestion Engine offers out-of-the-box connectors to dozens of content sources, including SharePoint, Box, Amazon S3, Confluence, Google Drive, Salesforce knowledge articles, and more.

Ingest content across numerous formats

Enterprise content knows no bounds. That’s why Pryon Ingestion Engine can ingest most forms of multimodal content, including audio, images, text, and video.

Get answers at lightning speed and hyper scale

Pryon RAG Suite can process millions of pages of content per collection and handle thousands of concurrent users while delivering responses in milliseconds. All this, without ever sacrificing accuracy.

Pryon Means Security

Deploy your way

Pryon RAG Suite is available for deployment in air-gapped, connected on-premises, private cloud, federal cloud, public cloud (multi-tenant), or hybrid models.

Your data is for your eyes only

Pryon never trains its AI models on organizations’ data.

Implement meaningful security measures

SOC 2 compliance, document-level user access controls, and SSO integrations ensure tight data security.

Enterprise-Grade GenAI in Hours to Weeks

Build modular RAG solutions that match your use cases

Pryon's prebuilt ingestion, retrieval, and generative engines dramatically simplify development, making it possible to implement production-ready applications in 2-6 weeks.

No code, no problem

Admins and subject matter experts can administer accounts, update configurations, and update ingested content without involving IT thanks to Pryon RAG Suite's no-code interface.

FAQs

Can Pryon RAG Suite be deployed on-premises?

Yes. Pryon RAG Suite is the most flexibly deployable AI product on the market. Whether you’re just leveraging Pryon Retrieval Engine or the entire suite, you can deploy in air-gapped, connected on-premises, private cloud, federal cloud, public cloud (multi-tenant), or hybrid scenarios.

Why can’t I just build my own RAG solution in-house?

A truly enterprise-grade RAG solution requires best-in-class ingestion, retrieval, and answer generation capabilities. These are incredibly challenging to build due to the time and costs involved in training, operating, and maintaining AI models. Pryon’s team has been working on AI models since 2017, and our founding members have been working in this space for many years longer at companies like Apple, Meta, Google, IBM, and Yap (acquired by Amazon to serve as the foundation for Alexa). Pryon's purpose-built and hardened enterprise RAG building blocks obviate the need for building enterprise RAG solutions from scratch and lower TCO because you don’t have to worry about maintaining the AI models or infrastructure.

How does Pryon RAG Suite connect to my data securely and safely?

Pryon Ingestion Engine has been built with encrypted connection pipelines to commonly used enterprise content repositories. Pryon RAG Suite is also SOC 2-compliant, offers document-level user access controls, and integrates with SSO (single sign-on) providers. You can deploy however you’d like, including in fully air-gapped environments.

Which connectors does Pryon RAG Suite have?

Pryon RAG Suite can connect to dozens of enterprise content repositories, including SharePoint, Box, Amazon S3, Confluence, Google Drive, Salesforce knowledge articles, and more.

What if I already have a generative LLM I want to use?

Pryon RAG Suite is LLM-agnostic, since you can use APIs to connect to any LLM. While you’re welcome to leverage Pryon’s powerful generative engine to power your RAG solution, you also have the option of combining Pryon Ingestion Engine and Pryon Retrieval Engine with your open source LLM of choice, such as GPT-4, LLaMA 2, LLaMA 3, and Mistral.

What kinds of content can Pryon Ingestion Engine ingest?

Pryon Ingestion Engine can ingest a vast array of multimodal content, including text, images, audio, and video. The Ingestion Engine can ingest millions of pages today and will scale to a billion pages by the end of 2024, all while preserving accuracy.

How can users interface with Pryon RAG Suite?

Pryon RAG Suite offers flexible front-end integrations with interaction modes such as chatbots, interactive voice assistants (IVAs), collaboration tools like Slack, digital avatars, and a Pryon-built web portal.

How does Pryon RAG Suite minimize hallucinations?

As a retrieval-augmented generative (RAG) solution, Pryon RAG Suite only produces generative responses based on what it has retrieved from ingested content. Organizations can trust Pryon RAG Suite to only base its outputs off their trusted content, rather than what’s on the Internet more broadly. Additionally, Pryon RAG Suite boasts out-of-domain detection, so it knows when it doesn’t have the right information to answer your question and will tell you so rather than making up an answer.

What makes Pryon Ingestion Engine best in class?

Pryon Ingestion Engine is both deep and broad in its capabilities. It leverages custom-developed technologies such as optical character recognition (OCR) and vision segmentation to ingest a vast array of multimodal content, including text, images, audio, and video, and understand it like a human would. Additionally, the Ingestion Engine offers connection pipelines to dozens of content sources, including SharePoint, Box, Amazon S3, Confluence, Google Drive, Salesforce knowledge articles, and more.

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