Sloth.ai: The Slow, Steady & Private AI Assistant That Tames Desktop Chaos

Description and use

Sloth.ai is an offline desktop assistant that uses local LLMs to quickly summarize documents and safely organize files without sending data to the cloud.

Problem

Knowledge workers waste hours on document overload and messy downloads, while cloud AI tools expose privacy, incur costs, and require internet.

Outcome

Users can summarize 15‑page documents in under 2 minutes and reorganize a 50‑file Downloads folder in 2 seconds, all offline and with a safe rollback mechanism.

Workflow

• Launch Sloth.ai and detect local Ollama model
• Drag and drop a document to trigger in‑memory parsing
• Select synthesis mode (Executive Summary, Key Points, etc.) and generate insights
• Navigate to File Organizer, scan a messy directory
• Review dry‑run simulation of proposed file moves
• Execute moves and record batch in SQLite audit log
• Use Audit History to preview and confirm rollback if needed

Evidence

Every day, knowledge workers lose hours to two repetitive cognitive bottlenecks: Document Overload and Desktop & Downloads Entropy

Source

Sloth.ai solves this by harnessing local open-weight instruction models running directly on your computer via Ollama

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Safe File Organizer with SQLite Audit & Rollback: Declutters messy directories by categorizing loose files into structured folders… Includes a dry‑run simulation mode… persistent SQLite transaction log (organizer_history.db) that enables verified two‑step rollback

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15-Page Document Triage in Under 2 Minutes… 50+ mixed PDFs, code snippets, CSVs, and images… instantly categorizes the entire folder… SQLite rollback engine restores everything with a single click

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