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Notis

Carry reviewed corrections into evaluation data

When a team agrees a datapoint needs correction, update it from the Telegram discussion where the decision was made.

Trigger

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.

Action

Update Datapoint

Tool to update a specific datapoint. Use when you need to modify fields of an existing datapoint.

Why this helps

Agreed fixes can remain in chat while outdated examples continue to shape evaluation work.

  • Reduce the gap between agreeing a correction and applying it.
  • Keep examples aligned with what reviewers confirmed.
  • Avoid reopening the same correction request later.

Setup

Build it in a few focused steps.

  • 1Connect Telegram and HoneyHive to Notis once in the portal.
  • 2Create an automation in the portal or ask Notis to update an identified HoneyHive datapoint after a Telegram message confirms its correction.
  • 3Describe the correction signal and record identification in one plain-language instruction.
  • 4Select Telegram New Message Received and choose a channel for run reports.
  • 5Use one reviewed correction request and verify the updated datapoint in HoneyHive.

Questions about this workflow

What should a correction request include?

Give Notis enough context to identify the datapoint and the agreed change.

Can this be used for unreviewed suggestions?

Set the prompt to act only when a correction is explicitly confirmed by the team.

When this happens · Trigger

Do this · Action

Supported Triggers and Actions

Notis builds workflows that link Telegram to Honeyhive. A trigger fires from one place; an action lands in another.

Telegram triggers

Honeyhive actions

Recurring trigger

Notis starts this workflow on a schedule, such as daily, weekly, or during business hours.

TriggerScheduled

Add datapoints to dataset

Tool to add datapoints to a dataset. Use when you need to append multiple entries with specified input, ground truth, and history mappings.

ActionInstant

Webhook trigger

Notis starts this workflow when an external tool or custom backend sends an HTTP request.

TriggerInstant

Create Batch Model Events

Tool to create multiple model events in a single request. Use when you need to log a batch of event interactions to HoneyHive.

ActionInstant

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.

TriggerInstant

Create Batch Tool Events

Tool to log a batch of external API calls as tool events. Use when you need to record multiple tool events in one request—use after gathering all event data.

ActionInstant

New Channel Post

Triggered when a new post is published to a channel where your bot is an administrator.

TriggerInstant

Create Dataset

Tool to create a dataset. Use when you need to initialize a new dataset within a project.

ActionInstant

Callback Query Received

Triggered when a user taps an inline keyboard button attached to one of your bot's messages.

TriggerInstant

Create Tool

Tool to create a new tool. Use when you need to register a new function or plugin for invocation.

ActionInstant

Message Edited

Triggered when a message in a chat your bot can see is edited by its sender.

TriggerInstant

Delete Datapoint

Tool to delete a specific datapoint by its ID. Use when you need to remove a datapoint from HoneyHive after confirming its identifier.

ActionInstant

New Chat Member

Triggered when a new member joins a group or supergroup the bot belongs to, including when the bot itself is added.

TriggerInstant

Delete Dataset

Tool to delete a dataset by ID. Use when you need to remove a dataset after confirming its ID.

ActionInstant

End Evaluation Run

Tool to mark an evaluation run as completed. Use after finishing manual evaluations to update the run status to completed.

ActionInstant

Connect any two apps with Notis in the middle.

Telegram and Honeyhive, or any other combination from 1,000+ integrations.

When this happens · Trigger

Do this · Action

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