SlothSort: Gemma proposes Telegram folders, I approve the changes

说明与用途

SlothSort 使用本地 Gemma 3 4B 模型自动建议 Telegram 聊天文件夹，并通过网页界面让用户批准，从而减少手动文件夹管理。

问题

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

结果

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.

工作流

• 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

证据

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.

来源

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

来源

With local Ollama, inference stays on my machine.

来源