Telegram bot turns voice and text messages into bullet…

This automation processes incoming Telegram messages — both voice and text — and generates structured summaries using a local AI stack. Designed for users who capture ideas on the go and need fast, private processing without relying on cloud-based AI services.

## Who it´s for
- Personal assistants managing notes via Telegram
- Entrepreneurs capturing ideas by voice
- Professionals needing quick processing of spoken notes
- Users who prefer working with locally hosted AI models

## What the automation does
- Receives text and voice messages from Telegram
- Sends voice files to a local Whisper API for transcription
- Processes transcribed text and direct input through Ollama (llama3.2:1b) using LangChain
- Generates concise bullet-point summaries
- Sends results back to the user in Telegram
- Restricts access by user ID to ensure privacy

## What´s included
- Ready-to-use n8n workflow
- Trigger and handler logic for incoming messages
- Integrations with Telegram, local Whisper API, and Ollama via HTTP API
- Basic setup and adaptation guide

## Requirements for setup
- Telegram account with a bot and Bot Token
- Access to a local or internal server running Whisper API
- Locally running Ollama instance with llama3.2:1b model
- Installed and accessible n8n instance
- Configured environment variables (API URLs, user ID)

## Benefits and outcomes
- Automatic transcription and summarization of voice notes
- Enhanced privacy via local processing
- Structured output in a readable format
- Time saved in note-taking and idea organization
- Ability to deploy within a private network or on-premise
- Full control over data and AI models

## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via Telegram: @gleb923.