Summarize newly published documents automatically using AI

When a document is published in roam-bot, pass the content to VLM Run to generate an executive summary for quick team reviews.

Try:

See all roam-bot + VLM Run integrations or talk to a human

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

roam-bot Explore roam-bot →

Triggers

New page created

Fires when a new page or doc is created in roam-bot.

Record added

Fires when a new record is added to a database or table in roam-bot.

Doc published

Fires when a doc in roam-bot is published or shared.

Status changed

Fires when a status field changes on a record in roam-bot.

Actions

Create page from template

Starts a new page in roam-bot from a saved template.

Add or update record

Creates or updates a record in roam-bot.

Append text

Adds text to the end of an existing doc in roam-bot.

Move page

Moves a page in roam-bot into a different space.

VLM Run Explore VLM Run →

Triggers

New completion generated

Fires when VLM Run generates a response to a prompt.

Model run failed

Fires when a request to VLM Run errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in VLM Run finishes.

Actions

Generate a completion

Sends a prompt to VLM Run and returns the model's response.

Summarize text

Uses VLM Run to summarize a block of text.

Classify or extract data

Uses VLM Run to classify or extract structured data from text.

Append generated AI content into workspace pages Whenever a text completion is generated in VLM Run, automatically append the generated copy to your project page in roam-bot. See details

Extract structured records from new doc entries When a new record is added in roam-bot, run it through VLM Run to extract key entity fields and categorize the entry. See details

See all roam-bot + VLM Run integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Summarize newly published documents automatically using AI” between roam-bot and VLM Run?

Yes — describe it in the box above and Knit's Integrations Agent researches roam-bot and VLM Run's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

What's the most common AI Models + Productivity & Docs automation?

Having VLM Run summarize a doc or page from roam-bot, or draft a new page from a prompt and publish it directly into roam-bot.

Can this pull action items out of meeting notes stored in the doc tool?

Yes — VLM Run can extract action items or a summary from a page in roam-bot and hand them off to another tool automatically.