Universal Intelligence RAG Platform

Welcome to the documentation for the world's most powerful multi-tenant RAG (Retrieval-Augmented Generation) platform. This system is designed to turn your private data into an intelligent, searchable knowledge base.

High-Level Architecture

The platform consists of several cutting-edge components working in harmony:

1. Vector Engine

We use different and modern approaches to power our primary vector database. It provides sub-second semantic search across millions of data points, ensuring your AI assistant always has the right context.

2. Multi-Tenant Isolation

Each project in your dashboard runs on its own isolated "Collection" in the vector space. This ensures that your private data is never leaked between projects.

3. Neural Reasoning

Our AI chat interface supports advanced models like QwQ-32B, featuring real-time "Thought Filtering" — keeping conversations clean and professional while maintaining high reasoning power.

What You Can Do

• Upload Documents: PDF, Text, or code files.
• Web Scraping: Extract data from single pages or entire websites to build your knowledge base.
• Multi-Project Management: Organize data by client, department, or topic.
• AI Chat: Interact with your data using the latest LLMs.
• API Access: Integrate your knowledge base into external applications.

Enterprise Intelligence & BI

Accelerate decision making and elevate team productivity. Embed modern AI seamlessly into your organizational workflow to turn raw documents and scraped web content into immediate, actionable BI insights.