---
title: "See what your own files know · AssistantGeneral"
description: "Point it at a folder and it draws a map: your documents in named piles, the subjects that keep coming up, and the people and companies that appear together."
url: "https://royalsoftworks.com/products/assistant-general/knowledge/"
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format: "markdown"
note: "Markdown rendering of the HTML page at `url`. Same content, same canonical URL."
---

AssistantGeneral · 6 of 7

# See what your own files know.

Point it at a folder and it draws a map: your documents in named piles, the subjects that keep coming up, and the people and companies that appear together.

The map of your files

## See what your own files know.

Point it at a folder and it draws you a map: your documents sorted into named piles, the subjects that keep coming up, the people and companies that appear together, and which document quotes which rule. Things buried in your own files become something you can simply look at.

The map is not just a picture, either. When you ask a question, it follows those same threads and brings back related documents an ordinary search would miss.

For your IT team

- **Clustering** — On-device k-means over chunk embeddings; clusters auto-labeled by the LLM; linked-cluster edges from centroid cosine similarity
- **Knowledge graph** — Documents joined by shared topics, tags, categories and keywords; retrieval walks the graph to expand results with related sources
- **Views** — Six D3 views — cluster map, topic cloud, timeline, persona network, entity graph, retrieval trace — plus per-source insight chips in chat; all computed locally

Insights · computed locally

Clusters

Topics

Graph

Example cluster map: seven labeled document clusters, sized by content, with links between related clusters.

Vendor contracts 620 chunks renewal liability indemnity SLA click a cluster

An illustration of the Insights overlay. In the app it's live D3 — draggable, zoomable, clickable — computed entirely from your own documents, on your own machine.

[Previous Workflows that run every week](https://royalsoftworks.com/products/assistant-general/workflows/) [Next Editions](https://royalsoftworks.com/products/assistant-general/editions/)

[Back to AssistantGeneral overview](https://royalsoftworks.com/products/assistant-general/)

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