Make quick Telegram feedback easier to read
Use callback responses as a starting point for a concise summary of what people selected.
Trigger
Callback Query Received
Triggered when a user taps an inline keyboard button attached to one of your bot's messages.
Action
Text Chat Completion
Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.
Why this helps
Lightweight feedback is easy to collect but can be hard to interpret once responses start accumulating.
- Turn button selections into an easier-to-scan summary.
- See recurring preferences in the responses provided.
- Reduce manual review of lightweight feedback.
Setup
Build it in a few focused steps.
- 1Connect Telegram and Ai ml api to Notis once through the portal.
- 2Create an automation in the portal or ask Notis conversationally.
- 3Use one instruction asking Ai ml api to summarize the callback selection and available prompt context as feedback, without claiming broader trends from a single response.
- 4Choose Telegram's Callback Query Received trigger and a channel for run reports.
- 5Test by tapping a real inline button and check that the summary reflects the selection accurately.
Questions about this workflow
Can one button tap reveal an overall customer trend?
No. The instruction should summarize the available response and avoid claiming a broader trend without enough responses.
Does the callback include the original question?
The completion can use only the callback details and context available to the workflow. Include relevant prompt context in your instruction when available.
When this happens · Trigger
Do this · Action
Supported Triggers and Actions
Notis builds workflows that link Telegram to Ai ml api. A trigger fires from one place; an action lands in another.
Telegram triggers
Ai ml api actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Moderation Completion
Tool to classify input text or image for safety using a moderation model. use after receiving user-generated content to filter out unsafe material.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Text Chat Completion
Tool to generate text completions or chat responses using a specified llm model. use after assembling the conversation history to produce the next response.
New Message Received
Triggered when your bot receives a new message in a private chat, group, or supergroup. To receive every message in a group, Privacy Mode must be disabled for the bot in BotFather.
New Channel Post
Triggered when a new post is published to a channel where your bot is an administrator.
Callback Query Received
Triggered when a user taps an inline keyboard button attached to one of your bot's messages.
Message Edited
Triggered when a message in a chat your bot can see is edited by its sender.
New Chat Member
Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.
Connect any two apps with Notis in the middle.
Telegram and Ai ml api, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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