RAG Technology

AI knowledge search in your own documents

The Collective Memory

Stop searching, start finding. We build a secure AI agent trained on your own SharePoint, Drive, and internal documentation.

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AI Knowledge Search makes the knowledge in your organization searchable with a secure AI agent. The agent works with your own SharePoint, Drive, intranet and internal documentation and uses Retrieval Augmented Generation (RAG): it first retrieves relevant information from your sources, then formulates an answer. Your people find what they need faster.

Role-Based Access

The AI respects your existing permission structure. An intern won't see management documents in search results.

Multimodal

Search not only text, but also PDFs, Excel sheets, images, and even audio transcriptions of meetings.

Live Indexing

New document added to SharePoint? Within minutes it's processed and discoverable by the AI.

What is RAG?

Retrieval Augmented Generation

RAG is the technology that makes AI truly smart for your organization. Instead of hallucinating, the AI first retrieves relevant information from your own data sources before generating an answer.

1
Question received

User asks a question in natural language

2
Retrieval

The system searches your knowledge base and finds the most relevant documents

3
Augmented

The found context is added to the prompt for the AI

4
Generation

The AI formulates an accurate answer based on your own data

Why RAG is better than fine-tuning

  • No expensive model training required
  • Always up-to-date with new documents
  • Transparent: source citation with every answer
  • More secure: no company data in the model itself

Unlock your data potential

Start Pilot Project