Simple Architecture, Powerful Results

Simple Architecture, Powerful Results

Technical Overview of the Google Sheets-Telegram Integration

The Technical Flow:

  1. Trigger: A user sends a message to your Telegram bot
  2. Data Retrieval: The workflow fetches current event data from Google Sheets
  3. Data Formatting: Sheet data is converted to a structured markdown table
  4. AI Processing: An LLM processes the natural language query against the data
  5. Response Delivery: The answer is formatted and sent back to the user in Telegram

The Beauty of Simplicity: This architecture requires minimal setup and maintenance while handling complex queries. The system understands questions like "When is the next meetup?" or "Which future meetups have no presenters yet?" without requiring specific programming for each question type.