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Hi callin.io Community! Help a Newbie Create an AI Consultant with Message Accumulation

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dv.cherni
(@dv-cherni)
Posts: 1
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Hello everyone! I'm developing an AI consultant within Telegram and have encountered a slight hurdle with the workflow implementation.

My Current Task: I need to collect user messages for approximately 10-15 seconds before forwarding them to the AI model. The goals are to:

  • Ensure comprehensive conversation context is gathered.
  • Decrease the frequency of API calls.
  • Enhance the quality of responses.

What I’ve Already Tried:

  • Utilized the Telegram Trigger.
  • Planned to use OpenAI/OpenRouter for generating responses.
  • Intend to implement temporary message storage within the workflow.

Questions for the Community:

  1. What is the recommended method for implementing message buffering in callin.io?
  2. What are the best practices for managing sequential messages?
  3. Are there any existing templates or examples available for this type of workflow?

I would greatly appreciate any advice or guidance!

:folded_hands:

My Tech Stack:

  • callin.io
  • Telegram
  • OpenAI/OpenRouter
 
Posted : 12/07/2025 10:50 am
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