Connect Telegram to Humanloop
When something happens in Telegram, Notis takes the next step in Humanloop. Describe what you want in plain English, or start from one of the examples below.
When this happens · Trigger
Do this · Action
Ways Notis can move work from Telegram to Humanloop
Turn Telegram feedback into a Humanloop project
Create a Humanloop project when a Telegram message clearly introduces a distinct feedback or evaluation initiative.
Create a Humanloop space for model review requests
Give clear Telegram requests for a new model review effort a dedicated Humanloop project.
Create projects from evaluation initiatives announced in a channel
Turn a Telegram channel announcement of a distinct evaluation initiative into a Humanloop project.
Set up a project for a new feedback program
Create a Humanloop project when a Telegram message commits to a new, distinct feedback program.
Create a Humanloop project for a new experiment track
Start a dedicated project when a Telegram message introduces a separate AI experiment track.
Create a review project from a Telegram button tap
Use a deliberate inline button tap to request a new Humanloop project for a review initiative.
Create a project when an edited message clarifies a new initiative
Use a Telegram message edit that clarifies a distinct initiative to create its Humanloop project.
Check Humanloop experiments after a Telegram request
When a Telegram message asks for an experiment status check, retrieve experiments for the specified project.
Retrieve Humanloop sessions for a Telegram review request
Respond to a Telegram request for a project's recent interaction sessions by retrieving its Humanloop sessions.
Supported Triggers and Actions
Notis builds workflows that link Telegram to Humanloop. A trigger fires from one place; an action lands in another.
Telegram triggers
Humanloop actions
Recurring trigger
Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.
Create Project
This tool creates a new project in humanloop. it is an independent action that generates a project by accepting a project's name (required), an optional description, and an optional organization id. upon execution, it returns details of the created project, including the project's id, name, description, created at timestamp, and organization id.
Webhook trigger
Notis starts this workflow when an external tool or custom backend sends an HTTP request.
Delete Project
This tool allows you to delete a specific project from your humanloop organization. the deletion is permanent and cannot be undone. all associated data, including sessions, datapoints, and evaluations linked to the project, will be permanently removed.
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.
List Experiments
This tool retrieves an array of experiments associated with a specific project in humanloop. it requires a project id (starting with 'pr ') and returns details including experiment id, name, description, creation timestamp, status, configuration details, and metrics/results. it is useful for monitoring experiments, analyzing results, tracking model configurations, and comparing experimental setups.
New Channel Post
Triggered when a new post is published to a channel where your bot is an administrator.
List Sessions
This tool retrieves a paginated list of sessions for a specific project in humanloop. it requires a project id (and optionally, page and size for pagination) and returns session details such as id, reference id, project information, datapoints count, first inputs, last output, created at, and updated at. this enables users to monitor and analyze historical project interactions.
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.
Four ways to start an automation.
A trigger is the event that kicks a workflow off. Notis supports four kinds: an event in a connected app, an inbound webhook, a recurring schedule, and soon, your own database.
Integration triggers
Fire when something happens inside a connected app. New Notion page, Stripe charge, Linear issue: any of 1,000+ apps can start a workflow.
Webhook triggers
A unique URL per workflow. Anything that can send an HTTP POST can start an automation, including no-code tools that speak webhooks.
Recurring triggers
Cron-style schedules run a workflow on the clock. Daily standups, hourly syncs, business-hours-only digests: the workhorse of Notis.
Database triggers
Watch a row, query, or threshold in your own database and fire the moment the data changes. Row inserted, value crosses a limit, query starts matching.
Classic automation breaks. AI adapts.
Same triggers and actions, smarter middle. AI handles the fuzziness that breaks traditional Zapier-style workflows the moment a field gets renamed.
Describe it. Notis builds it.
Skip the visual builder. Tell Notis what you want, in plain English. It writes the workflow, you review and deploy.
You · in the Notis Builder
NEW“When a row gets added to the Q4 OKRs Notion database and the status is Blocked, send a Telegram message to the owner with a summary of what's blocking, and ping me if there's no reply within 24 hours.”
Notis built this automation:
Watch every run.
Notis Desktop is Mission Control for your AI automations. See every run, replay, edit, or rewind. Set approval gates so Notis pauses before destructive actions.
- Full run history with inputs, outputs and traces
- Replay any run with edited inputs
- Approval inbox, confirm via chat in one tap
- Audit logs for compliance teams
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1 monthEverything in the box.
Whatever starts the workflow, the platform underneath is the same: a thinking brain, full visibility, and you in control.
AI in the middle
Every step can include an LLM call: summarise, classify, extract, rewrite.
Full observability
Every run, every step, every input, all replay-able from Mission Control.
Human in the loop
Pause for approval. Notis pings you in chat with one-tap approve.
Self-healing
When an API changes shape, Notis adapts the parser. Less midnight fire-fighting.
More ways to connect Telegram and Humanloop
Connect any two apps with Notis in the middle.
Telegram and Humanloop, or any other combination from 1,000+ integrations.
When this happens · Trigger
Do this · Action
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