CODEWITHSUNDEEP
azurelarge-language-modelazure-openaiazure-aiazure-promptflow
GKecheng
GKecheng

Reputation: 13

What can I input under the Object type in Azure Ai Studio's Prompt Flow?

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Not sure if it's mentioned in any official documentation but what can I input in Azure Ai Studio's prompt flow that has the "Object" type?

Can I put a file as an "Object" input? If yes, how do I do it?

Upvotes: 0

Views: 410

Answers (1)

Suresh Chikkam
Suresh Chikkam

Reputation: 3448

Can I put a file as an "Object" input? If yes, how do I do it?

Directly uploading a file as an "Object" input isn't natively supported. Instead, Convert the file into a Base64 string and include this string in a JSON object.

  • Here, I use python function tool in my Azure AI prompt flow.

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Test_Node.py:

from promptflow import tool
import base64

@tool
def my_python_tool(input1: dict) -> str:
    # Check if input1 is valid and contains required keys
    if not input1 or 'file_name' not in input1 or 'file_data' not in input1:
        return "Invalid input: Missing 'file_name' or 'file_data'."

    file_name = input1.get("file_name")
    file_data_base64 = input1.get("file_data")

    if not file_name or not file_data_base64:
        return "Invalid input: 'file_name' or 'file_data' cannot be None."

    try:
        # Decode the Base64 encoded file data (even if we don't use it)
        file_data = base64.b64decode(file_data_base64).decode('utf-8')
    except Exception as e:
        return f"Error decoding file data: {str(e)}"

    # Create a static response string
    response = "Hello boss, I am back!"
    
    return response
  • Pass this JSON object as the "Object" input.
{
    "file_name": "example.txt",
    "file_data": "SGVsbG8gd29ybGQh"
}

Output:

enter image description here

In this way, we can be able to input complex data structures into the prompt flow to provide richer context and also handle more advanced scenarios.

Upvotes: 0

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