Overview

​

To upload a document, the process involves two steps:

1. Generate a pre-signed upload URL

• File size limit: 2MB
• Presigned URLs are valid for 5 minutes

{
  "data": {
    "url": {
      "url": "https://chatzy-kb-store.s3.us-east-1.amazonaws.com/",
      "fields": {
        "Content-Type": "application/pdf",
        "bucket": "chatzy-kb-store",
        "X-Amz-Algorithm": "AWS4-HMAC-SHA256",
        "X-Amz-Credential": "...",
        "X-Amz-Date": "20250821T075218Z",
        "X-Amz-Security-Token": "...",
        "key": "icons/3fa1d79c-79d5-48b0-abcc-65ab4cd0073a",
        "Policy": "...",
        "X-Amz-Signature": "..."
      }
    }
  }
}

2. Upload the file

• Make a POST request to the returned url (https://chatzy-kb-store.s3.us-east-1.amazonaws.com/).
• Send the provided fields and the file itself as multipart form data.
• If the upload succeeds, AWS S3 responds with HTTP 204 (No Content).
• Any other response indicates an error, handle it accordingly.

​

Using Uploaded Documents in /get_inference

• file_name -> Original file name (e.g., “document.pdf”)
• mime_type -> File MIME type (e.g., “application/pdf”)
• s3_url -> Built using the returned key from /generate_presigned_url_no_auth

https://chatzy-kb-store.s3.amazonaws.com{key}

👆 Key here is the key field in above example response, you will get your own unique key in the response upon calling this endpoint: /generate_presigned_url_no_auth.

[
  {
    "file_name": "document.pdf",
    "mime_type": "application/pdf",
    "s3_url": "https://chatzy-kb-store.s3.amazonaws.com/icons/3fa1d79c-79d5-48b0-abcc-65ab4cd0073a"
  }
]

• A maximum of 5 files can be attached in a single /get_inference request.
• If the user sends only files (without message content), the request payload must add a default message object with content as following:

{
  "role": "user",
  "content": "Document(s) Attached"
}