Document & File Management
Connect LLMWhisperer to Your AI Agents
Let your Wkil agents convert PDFs and scanned documents into LLM-ready text through LLMWhisperer.
Authentication: API key
What you can do
- Convert PDFs and scanned documents to clean text
- Track document processing status asynchronously
- Receive webhook notifications on completion
Available capabilities may vary by authentication and workspace configuration.
Actions supported by the connector
Convert Document to Text
Convert a PDF or scanned document into LLM-optimized text.
Check Whisper Status
Check whether a document text-extraction job has finished.
Retrieve Whisper Text
Retrieve the extracted text once processing is complete.
Get Whisper Detail
Get comprehensive details about an ongoing or completed extraction job.
Register Webhook
Register a webhook endpoint to be notified when extraction jobs complete.
Practical agent use cases
- An agent converts an uploaded scanned invoice into text before extracting line items.
- An agent waits on a webhook to know when a large document batch has finished processing.
How it works with Wkil
- 1Choose the integrationAdd LLMWhisperer to your agent from inside the Wkil platform.
- 2Grant the permissions it needsDefine precisely what the agent can access and perform.
- 3Test, then run itTest actions before they go live, with human approval where needed.
Permissions always stay in your control — you can scope access and require human approval before any sensitive action.
Related integrations
FAQ
Is document processing synchronous?
No — conversion runs asynchronously; an agent checks status or waits for a webhook before retrieving the text.

