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RAG

What is Knowledge Vault?

Knowledge Vault uses Retrieval-Augmented Generation (RAG) to understand the meaning behind your questions - not just keywords. Upload PDFs and organise them into Research Spaces. Every answer is grounded in your documents and includes source citations, so you always know exactly where the information came from.

Research & literature review
Due diligence
Policy & compliance
Customer/support knowledge bases
Studying large document sets
Knowledge Vault - overview
SCREENSHOT PLACEHOLDER1600 × 900 (16:9)

Key Capabilities

Upload PDFs into your personal vault and organise them with tags

Create Research Spaces to scope questions to a subset of documents

Ask questions in plain language - no query syntax needed

Every answer links back to the exact source passage with page references

10 specialised AI tools: find correlations, gaps, trends, contradictions, and more

Generate structured exports: Executive Summaries, Literature Reviews, Timelines, FAQs

Interactive entity-relationship Knowledge Graph built from your documents

Streaming answers appear word-by-word in real time

How It Works

1
Open your vault

Your personal vault is created automatically - no setup required.

2
Upload documents

Add PDFs and watch them get indexed automatically, with live status updates.

3
Create a Research Space

Group related documents together so questions are scoped to exactly the right sources.

4
Ask questions

Type a question or pick an AI tool from the toolbar. Answers stream in with citations.

5
Explore the graph

Switch to the Graph tab to see entities and relationships extracted across your documents.

See It In Action

Press play to watch a short walkthrough - no sign-up needed.

Watch Knowledge Vault in action
TUTORIAL VIDEO PLACEHOLDER1920 × 1080 (16:9) · MP4, muted, ≤5 MB

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