SlothSort: Gemma proposes Telegram folders, I approve the changes

Описание и применение

SlothSort использует локальную модель Gemma 3 4B для автоматического предложения папок в Telegram, позволяя пользователю одобрять изменения через веб‑интерфейс, тем самым сокращая ручную работу.

Задача

Manually sorting Telegram chats into folders is repetitive and time‑consuming.

Результат

SlothSort reduces manual folder decisions by proposing and applying folder assignments only after user approval, leveraging a local Gemma model to avoid sending private messages to external APIs.

Рабочий процесс

• Read accessible Telegram dialogs via Telethon/MTProto
• Send dialog metadata (title, description, optional recent text samples) to local Gemma 3 4B via Ollama
• Receive structured JSON proposals with reasons and confidence scores
• Validate proposals against current Telegram state and existing folders
• Present review screen to user
• On user approval, create or update Telegram folders via MTProto
• Allow undo of the latest creation if folders remain unchanged

Доказательства

It reads the Telegram dialogs my account can access, asks a local Gemma 3 model to propose folders, and shows a review screen before changing anything.

Источник

Only my explicit approval creates Telegram's native chat folders through MTProto.

Источник

With local Ollama, inference stays on my machine.

Источник