--- title: "Finished Files, Sourced · AssistantGeneral" description: "Ask for a spreadsheet and get a working one with live formulas; ask a question and see the exact page each answer came from, all on your own computer." url: "https://royalsoftworks.com/products/assistant-general/features/finished-work/" source: "https://royalsoftworks.com" format: "markdown" note: "Markdown rendering of the HTML page at `url`. Same content, same canonical URL." --- Features · 1 of 6 # Finished files, answers with sources. Ask for a spreadsheet and get a working one; ask a question and see the page each answer came from. 100% Runs locally by default — no cloud required 9+ Optional cloud model providers, one click each 6 Profession workspaces, with practice packs for 4 countries 10 Interface languages, including RTL Arabic Real deliverables ## Ask for a spreadsheet. Get a finished spreadsheet. Most AI describes the work. AssistantGeneral does it. It builds a real Excel or Word file with the numbers already worked out, then opens it back up, checks every figure, and fixes its own mistakes before handing it to you. For your IT team - **Generation** — Real .xlsx / .docx / .pptx via a sandboxed Python (Pyodide / WASM) engine, no external service - **Quality** — Self-audit + auto-repair loop on every workbook; checks cells, placeholders, broken references - **Editing** — Layered builds and surgical edits; reads and edits existing files; never overwrites the original Other AI “You could create a budget with columns for month, revenue, and costs, then sum the totals…” a description, not a file Q3\_budget.xlsx✓ audited Month Revenue Cost Net Jul 84,200 51,300 32,900 Aug 91,750 53,100 38,650 Sep 97,300 55,400 41,900 Total 273,250 159,800 113,450 Contract\_Acme.pdf Q3\_audit.docx Vendor\_terms.xlsx READS YOUR FILES 14 vendor contracts expire this quarter; 3 auto-renew unless cancelled by Sept 30. Contract\_Acme.pdf · p.4 Vendor\_terms.xlsx · row 22 Grounded answers ## It answers from your files, and shows its work. Give it your PDFs, contracts, and reports. When you ask a question, it answers from those documents and points to the exact ones it used. No guessing, and no made-up facts. For your IT team - **Retrieval** — LanceDB hybrid: vector + keyword + RRF fusion + cross-encoder rerank + MMR - **On-device** — Local embeddings; clustering and a knowledge graph; multiple scoped knowledge bases - **Ingest** — PDFs (incl. scans), Office files, HTML, web pages, and YouTube transcripts [Previous Features: all 6 pages](https://royalsoftworks.com/products/assistant-general/features/) [Next Your models, a real toolbox, your stack.](https://royalsoftworks.com/products/assistant-general/features/models-and-tools/) [All of AssistantGeneral features](https://royalsoftworks.com/products/assistant-general/features/)