Alert support agents when model fine-tuning completes

When a fine-tune job completes in VLM Run, automatically send a message through Stammer.ai to notify AI administrators that the updated model is ready.

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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.

Stammer.ai Explore Stammer.ai →

Triggers

New conversation started

Fires when a new chat or conversation begins in Stammer.ai.

Lead captured in chat

Fires when Stammer.ai captures a lead during a conversation.

Conversation handed off

Fires when Stammer.ai escalates a conversation to a human.

Actions

Send a message

Sends a message to a user through Stammer.ai.

Generate an answer

Asks Stammer.ai a question against its knowledge base and returns the answer.

Summarize a conversation

Uses Stammer.ai to summarize a chat transcript.

Create a ticket from a chat

Opens a support ticket from an Stammer.ai conversation.

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.

Extract lead details during chatbot conversations When a new lead is captured in chat via Stammer.ai, automatically run the conversation text through VLM Run to classify intent and extract key contact metadata. See details

Send custom completions back to chat visitors When a conversation starts in Stammer.ai, generate a completion in VLM Run and send a tailored message directly back to the visitor. See details

See all Stammer.ai + VLM Run integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Alert support agents when model fine-tuning completes” between Stammer.ai and VLM Run?

Yes — describe it in the box above and Knit's Integrations Agent researches Stammer.ai 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.

How does connecting Stammer.ai to VLM Run expand chatbot capabilities?

Connecting Stammer.ai to VLM Run allows your chatbot to tap into advanced AI models for deeper context, sentiment classification, and sophisticated text generation beyond standard scripted responses.

Can Stammer.ai notify operators if a backend model process encounters an issue in VLM Run?

Yes, when a model run fails in VLM Run, you can send an automated message or alert through Stammer.ai to notify system administrators.