Summarize complex issue reports using AI

When a new issue is captured in PDF.co, pass the detailed bug report to Azure OpenAI to generate a concise high-level summary.

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See all Azure OpenAI + PDF.co 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.

Azure OpenAI Explore Azure OpenAI →

Triggers

New result returned

Fires when Azure OpenAI returns a completion, prediction or other result.

Model run failed

Fires when a request to Azure OpenAI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Azure OpenAI finishes.

Actions

Generate a completion

Sends a prompt to Azure OpenAI and returns the model's response.

Run a model on an input

Sends text, an image or other data to Azure OpenAI and returns the model's output.

Classify or extract data

Uses Azure OpenAI to classify or extract structured data from text or images.

PDF.co Explore PDF.co →

Triggers

Job completed

Fires when a job, build or file conversion finishes in PDF.co.

Job failed

Fires when a job, build or API request fails in PDF.co.

Actions

Run an API request

Calls an PDF.co endpoint with data from an earlier step.

Generate or convert a file

Creates a PDF, image or converted file with PDF.co.

Validate or look up a value

Checks or enriches a phone number, address or IP with PDF.co.

Create developer tickets when AI model runs fail When a model run fails in Azure OpenAI, automatically create a bug issue in PDF.co with error diagnostic details for quick developer review. See details

Extract key highlights from release deployment logs Whenever a deployment is tracked in PDF.co, pass the commit logs to Azure OpenAI to extract key changes and user-facing features. See details

See all Azure OpenAI + PDF.co integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Summarize complex issue reports using AI” between Azure OpenAI and PDF.co?

Yes — describe it in the box above and Knit's Integrations Agent researches Azure OpenAI and PDF.co'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 + Developer Tools automation?

Having Azure OpenAI draft a summary or description for a pull request opened in PDF.co, or suggest labels for a new issue based on its content.

Does this require the AI to have write access to the repo?

Only to the specific fields it's updating (like a PR description or issue label) in PDF.co — not broader repo access than the automation actually needs.