---
title: "The AI, workspaces and knowledge · AssistantGeneral"
description: "Models, workspaces and practice packs, and the knowledge base, edition by edition."
url: "https://royalsoftworks.com/products/assistant-general/editions/ai-and-knowledge/"
source: "https://royalsoftworks.com"
format: "markdown"
note: "Markdown rendering of the HTML page at `url`. Same content, same canonical URL."
---

Editions · 1 of 3

# The AI, workspaces and knowledge.

Models, workspaces and practice packs, and the knowledge base, edition by edition.

| Feature | Free Evaluation | Pro★Individuals & teams | Enterprise IT-governed orgs | Government Public sector & defense |
| --- | --- | --- | --- | --- |
| Core AI & Models |  |  |  |  |
| Local LLM inference (llama.cpp, any GGUF model — fully offline) | Yes | Yes | Yes | Yes |
| Cloud providers: Anthropic, OpenAI, Gemini, xAI, Groq, Mistral, DeepSeek, Together, OpenRouter, custom endpoint | Yes | Yes | Admin-set | Admin-set |
| Multi-machine / multi-GPU model cluster | No | Yes | Admin | Admin |
| Expert personas (Lawyer, Doctor, Cook, Mechanic, Programmer) | No | Yes | Admin | Admin |
| Custom agents & skill packs | No | Yes | Admin | Admin |
| Agent auto-routing | No | Yes | Admin | Admin |
| Agentic loop: plan → retrieve → act → groundedness check → finish (a self-review pass is built but switched off in the beta) | Yes | Yes | Yes | Yes |
| Faster writing on the built-in model (multi-token prediction; the answer is unchanged) | Yes | Yes | Yes | Yes |
| Inference trace lens | No | Yes | Admin | Admin |
| Activity log | Yes | Yes | Yes | Yes |
| Helpers: independent parts of a request worked on separately (10 built-in roles + your own) | Yes | Yes | Admin | Admin |
| Workspaces & Practice Packs |  |  |  |  |
| Profession workspaces: Law office, Judiciary, Hospital, Clinic, HR, Recruitment — side by side as tabs | Yes | Yes | Admin-set | Admin-set |
| Practice packs for 4 jurisdictions (International, Serbia, Germany, United States) | Yes | Yes | Admin-set | Admin-set |
| Six practice tools: compare, extract, cite, deadlines, draft, checklist | Yes | Yes | Admin-set | Admin-set |
| Deadline calculator (local arithmetic, no AI involved) | Yes | Yes | Yes | Yes |
| Copy and edit a practice pack | Yes | Yes | Admin | Admin |
| Citation check for legal answers (US case law; optional) | Yes | Yes | Admin | Admin |
| Knowledge Base & RAG |  |  |  |  |
| Local hybrid RAG (vector + keyword, RRF fusion, cross-encoder reranking, MMR) | Yes | Yes | Yes | Yes |
| Number of knowledge bases / collections | 1 (Global) | Unlimited | Admin-set | Admin-set |
| Groundedness checks & cited sources | Yes | Yes | Yes | Yes |
| Ingest: PDF (scans read by the vision model), DOCX, XLSX, PPTX, CSV, TXT, MD, HTML, images, saved emails, audio, video | Yes | Yes | Yes | Yes |
| Recordings and videos searched by the moment — answers cite the minute and second; click to play from there | Yes | Yes | Yes | Yes |
| Questions your documents answer are answered from them first, in one step, with clickable sources | Yes | Yes | Yes | Yes |
| YouTube transcript ingestion | No | Yes | Admin | Admin |
| Knowledge graph across documents | Yes | Yes | Yes | Yes |
| Insights visualizations (cluster map, topic cloud, timeline, persona network, entity graph) | No | Yes | Admin | Admin |
| Retrieval tuning panel (HyDE, MMR, BM25 weights, reranker) with Legal / Technical / General presets | No | Yes | Admin | Admin |
| Choice of ranking model (22 MB to 545 MB) and of search model (English or multilingual) | No | Yes | Admin | Admin |
| Shared admin-curated knowledge bases | No | No | Yes | Yes |

Included~Partial Not included Admin = Available; admin decides on/off via the enterprise policy engine Admin-set = Available; admin selects which options are permitted fleet-wide

[Previous Editions: all 3 pages](https://royalsoftworks.com/products/assistant-general/editions/) [Next Tools, workflows, connections and voice.](https://royalsoftworks.com/products/assistant-general/editions/tools-and-automation/)

[All of AssistantGeneral editions](https://royalsoftworks.com/products/assistant-general/editions/)

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