Knowledge Assistant

Bring documents, attachments and operating procedures into a goal. Knowledge Hub retrieves local reference material; it does not retrain the foundation model or turn a document into permission to run commands.

Local sources

Store configured reference documents and synced source text in the runtime database.

Attachment analysis

Inspect supported text, document, image and archive inputs within upload and extraction limits.

Retrieval preview

Review which local passages match a question instead of assuming the entire library fits into the model context.

Goal context

Provide relevant excerpts alongside the actual agent output for planning and explanation.

Runbook review

Reuse reviewed operating procedures while retaining their source and the conditions in which they worked.

Source hygiene

Treat downloaded pages and project files as untrusted reference data, not as instructions that can override user policy.

Workflow

Add

Choose a document, source URL or reviewed runbook.

Extract

Read supported content within defined limits.

Retrieve

Find relevant passages for the current goal.

Use with evidence

Compare reference guidance with the actual host state.

Example prompts

Find the local runbook for Nginx deployment and list its sources.

Read the attached configuration, identify its purpose and do not execute anything.

Compare this agent result with the documented prerequisites and identify gaps.

Evidence

Source identifiers
Retrieved passages
Extraction limitations
Comparison with task evidence

Prerequisites

A configured runtime Knowledge Hub.
Access rights to the chosen sources and attachments.
An AI provider suitable for the requested text or image analysis.

Boundaries

Retrieval may miss relevant passages or return poor matches. Synced documentation can be stale or incomplete. Source review and real-system verification remain necessary.