Enhanced Knowledge (RAG)

Unlock Enterprise Intelligence with Multimodal RAG

Transform how your organizations unlock knowledge through LightOn's advanced Retrieval-Augmented Generation (RAG) technology. This intelligent solution understands and processes all enterprise content - from complex technical diagrams and financial charts to product images and detailed tables - delivering precise insights while ensuring enterprise-grade security.

Core Features of Paradigm RAG

Multimodal Data Management

Comprehensive Integration: Seamlessly process text, images, tables, graphs, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Advanced Search & Accuracy

Hybrid Search: Combines semantic capabilities with RAG for precise, relevant results.
Scoping: Limits searches to specific documents or workspaces for targeted answers.
Highlight Justifications: Traces responses back to their source with document-linked excerpts.
Handling Hallucinations: Ensures accuracy with context-aware answers grounded in the data.
Dynamic Query Refinement: Refines imprecise queries using session context, user instruction and agent prompts, while allowing users to view and adjust the reformulation for precise results.

Privacy & Security

Zero Data Retention: Data remains secure—nothing is stored.
Workspace Management: Tailored user permissions for enhanced security and collaboration.

API & External Integration

Paradigm API: Enables injection, deletion, and querying of documents directly, including external access to the RAG pipeline.
External Data Connectors: Effortless integration with platforms like SharePoint and ServiceNow.

Innovation & Reliability

Simplifying Market Complexity: Navigates the fast-changing AI landscape with proven solutions.
Proven Expertise: Backed by industry-leading technologies developed by LightOn's R&D team, including contributions to open-source projects like ModernBERT, MonoQwen rerankers, and PyLate for late-interaction models.

Multimodal Data Management

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Advanced Search & Accuracy

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Privacy & Security

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

API & External Integration

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

Innovation & Reliability

Comprehensive Integration: Seamlessly process text, images, tables, graphics, and diagrams in one platform.
Rapid Retrieval & Embedding: Lightning-fast performance for querying and managing large datasets.

See for yourself—contact us and test it!

RAG is often considered a solved problem, but its implementation remains highly complex. Delivering precise, multimodal retrieval while avoiding hallucinations requires advanced expertise. LightOn leads this space with proven solutions like ModernBERT, PyLate, and MonoQwen, transforming RAG into a robust tool for enterprise success.

Try It Yourself

Simple RAG Diagram, Complex Reality

RAG-as-a-Service

Query the multimodal RAG pipeline from a third party tool through a secured API.

Upload, delete and chat with any internal document, from any application.

Paradigm for Enterprise

Deployment options

Buy per seat.  
Scale up or down based on your needs.

Need your own GPUs?  
Buy per server with our partners.

Air-Gapped

Generative AI deployed on your isolated servers

Private

Generative AI deployed on-premises or in your private cloud

Sovereign

Generative AI as a service in a sovereign cloud

Need your own GPUs?  
Buy per server with our partners.

Hardware & Software

Buy your server with GPUs and Paradigm pre-installed

Paradigm For Cloud Service Providers And Resellers

We work with a number of resellers and Cloud Service Providers who sell our GenAI software to their own customers.

Interested in white-labelling Paradigm to offer GenAI to your clients?

let's talk

Buy Directly from our Resellers

Customer Testimonials

"The expertise of their tech team and the rapid evolution of the product, such as the hybrid search feature, put them at the forefront of innovation."

Jerôme Lacaille, Emeritus Expert in Algorithms - Safran

"We have increasingly strong activities in the Middle East, and LightOn's Paradigm can deploy any open-source model, in any language".

Fabrice Moizan, CRO - Gcore

"LightOn responded very quickly with tools that perfectly matched our needs, enhancing our document base and onboarding users without experience."

Achille Lerpinière, CIO & CTO - Région Île de France

Ready To Augment Your Knowledge?

Contact our experts today to discover how Paradigm’s RAG can empower your business. Get in touch and schedule a personalized demo now!