@Marvin can we send encoded image to extract information using controlflow task??

It seems that ControlFlow, an agentic framework built on Prefect 3.x, provides flexibility in creating AI workflows, including tasks for natural language processing and potentially image processing. However, there is no explicit mention of handling encoded images directly in the search results. In Prefect, tasks are fundamental units that define objectives and expected outputs. You can create a task to handle image processing by defining the objective (e.g., decode image and extract information) and specifying the expected output. You might need to use additional libraries for image decoding and processing within your task. For more details on tasks in ControlFlow, you can explore the ControlFlow tasks documentation. If you want to integrate image processing, you may need to handle image decoding using Python libraries like

PIL

or

OpenCV

within your task function. Here's a basic outline of how you might set up such a task:

python
from prefect import task, flow

@task
def process_image(encoded_image):
    # Decode and process the image here
    pass

@flow
def image_processing_flow(encoded_image):
    process_image(encoded_image)

# Example usage
image_processing_flow(encoded_image)

Ensure you have the necessary image processing libraries installed and imported as needed. If you have specific requirements or need further guidance, feel free to ask!