1. Telegram
Takes your plain message in English, Hinglish, or Gujarati and sends back step progress, approval prompts, and finished files.
Architecture
From one message to saved local work
Esha runs on your own laptop and keeps a plain, inspectable path from your Telegram chat down to every step and file on disk.
Pipeline
The six-part flow
Each stage has one clear job so work can pause, restart, or ask permission cleanly.
Stages highlight sequentially from left to right
2. Gateway
Runs locally on your laptop, checks sender identity, redacts secrets, and places incoming work safely into the queue.
3. Planner
Breaks larger requests into concrete small steps with inputs, outputs, and safety levels before any tool runs.
4. Steps
Stores every completed checkpoint inside local SQLite storage so a restart or dropped connection picks up without losing work.
5. Tools
Runs focused adapters for Word, Excel, PowerPoint, PDF conversion, and workspace folders under timeouts and memory guards.
6. Result
Returns completed files to your chat and pauses on Telegram whenever an action asks to post externally or change existing files.