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Operate As

Integration

LLMWhisperer

Extract layout-preserving text from complex documents for AI. Your client pastes their LLMWhisperer key once, and your agent or your code works with their access.

AI

About LLMWhisperer

Through Operate As, your agent, n8n workflow or code works in LLMWhisperer with your client's own access. Your client pastes their API key from LLMWhisperer once. We store it encrypted, so it never sits in an email or a shared doc. Your agent reaches any endpoint of LLMWhisperer's API through the request tool, with the client's access attached.

Common uses in AI

  • Generate, summarize or classify content inside a workflow
  • Use the client's own account, billed to them
  • Combine results with their other connected tools

LLMWhisperer

LLMWhisperer · AI

API key

Extract layout-preserving text from complex documents for AI

The client pastes their API key from LLMWhisperer's settings. We store it encrypted.

Tested against LLMWhisperer's live API.

Building with LLMWhisperer? The docs have setup steps and code for every tool.

Open the LLMWhisperer docs

Tools

Your agent calls any endpoint of LLMWhisperer's API with the request tool, with the client's access attached.

Base URL for request

https://llmwhisperer-api.us-central.unstract.com/api/v2

  • request

    HTTPS ANY /v1/clients/{clientId}/llmwhisperer/{path}

    Any endpoint of LLMWhisperer's own API, with the client's access attached.

    servicestringrequired
    This service: llmwhisperer
    methodstringrequired
    GET, POST, PUT, PATCH or DELETE
    pathstringrequired
    The path under https://llmwhisperer-api.us-central.unstract.com/api/v2
    queryobjectoptional
    Query parameters
    bodyobjectoptional
    A JSON body

Over MCP every tool also takes client_id, from list_clients. Over HTTPS send it as clientId to https://api.operate.as/v1.

What the client approves

  • Use the LLMWhisperer key you paste, with only the access you gave that key

Related

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