Sloth Inbox: local AI sorts your documents and surfaces only the follow-ups that matter

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Sloth Inbox is an open-source tool that uses a local model through Ollama to read notes, receipts, and saved emails on the user's own machine. It returns short summaries, suggested categories, and a brief of explicit follow-ups, so the user doesn't have to reopen every file to decide what needs attention. Users review each proposal before a named copy is filed, and the original files stay untouched. A watched-folder mode called Autopilot can read new files automatically, though filing still waits for review. The project was built for the Hacktoberfest Open-Source AI Challenge, and in a measured run six fictional documents were processed by gemma3:4b in about 15 seconds.

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