Overview

The Paradigm RAG (Enhanced Knowledge) platform from LightOn provides enterprises with a powerful, multimodal Retrieval‑Augmented Generation system. It enables seamless access to an organization’s internal knowledge—across text, images, tables, graphs, and diagrams—in one unified tool. Paradigm delivers fast embedding and retrieval, ensures accuracy via hybrid search, and maintains strict data confidentiality with zero data retention. It integrates securely into enterprise infrastructure (cloud, on‑premises, air‑gapped), offering advanced customization, APIs, and connectors to systems like SharePoint and ServiceNow.

Features and Capabilities

• **Multimodal Data Management: **Supports ingestion and processing of text, images, tables, charts and diagrams together. Offers lightning-fast retrieval and embedding across large document sets.
• **Advanced Search & Accuracy: **Combines semantic hybrid search with RAG for precise results; allows limiting queries to specific documents or workspaces. Highlights document excerpts to justify answers. Dynamically refines imprecise queries using session context and agent prompts, allowing user oversight.
• **Privacy & Security: **Ensures zero data retention; supports workspace-specific access controls and permissions. Enterprise-ready compliance including SOC 2, ISO 27001, GDPR; supports air‑gapped, on‑prem, private or sovereign cloud deployment.
• **API & External Integration: **Offers Paradigm API for document injection, deletion and querying; features connectors to external systems like SharePoint and ServiceNow; white‑label options for resellers include branding, domains, design, and reporting.
• **Innovation & Reliability: **Built on LightOn’s R&D with contributions to open‑source technologies such as ModernBERT, MonoQwen rerankers, PyLate late‑interaction models, and Visual RAG breakthroughs. Designed to simplify AI complexity while delivering enterprise-grade performance.