ComfyUI  >  Nodes  >  VLM_nodes >  Structured Output

ComfyUI Node: Structured Output

Class Name

StructuredOutput

Category
VLM Nodes/LLM
Author
gokayfem (Account age: 1058 days)
Extension
VLM_nodes
Latest Updated
6/2/2024
Github Stars
0.3K

How to Install VLM_nodes

Install this extension via the ComfyUI Manager by searching for  VLM_nodes
  • 1. Click the Manager button in the main menu
  • 2. Select Custom Nodes Manager button
  • 3. Enter VLM_nodes in the search bar
After installation, click the  Restart button to restart ComfyUI. Then, manually refresh your browser to clear the cache and access the updated list of nodes.

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Structured Output Description

Facilitates organization and management of structured output data for AI artists, enhancing efficiency and clarity.

Structured Output:

The StructuredOutput node is designed to facilitate the organization and management of output data in a structured format. This node is particularly useful for AI artists who need to handle complex data outputs from various processes, ensuring that the results are systematically arranged and easily accessible. By leveraging this node, you can streamline the handling of multiple outputs, making it simpler to manage and utilize the data generated by different nodes in your workflow. The primary goal of the StructuredOutput node is to enhance the efficiency and clarity of data management, allowing you to focus more on the creative aspects of your projects.

Structured Output Input Parameters:

input_data_all

This parameter represents the collection of all input data that the node will process. It is a comprehensive dataset that includes various inputs required for the node's execution. The function of this parameter is to provide the necessary data for the node to generate structured outputs. The impact of this parameter on the node's execution is significant, as it directly influences the results produced by the node. There are no specific minimum, maximum, or default values for this parameter, as it is dependent on the data provided by other nodes in the workflow.

Structured Output Output Parameters:

output

This parameter represents the structured output data generated by the node. It is a list that contains the results of the node's processing, organized in a systematic manner. The function of this parameter is to provide a clear and accessible format for the output data, making it easier to manage and utilize in subsequent processes. The importance of this parameter lies in its ability to streamline data handling, ensuring that the results are well-organized and readily available for further use.

ui

This parameter represents the user interface data associated with the node's output. It is a dictionary that contains UI-related information, which can be used to enhance the presentation and interaction with the output data. The function of this parameter is to provide additional context and usability for the output data, making it more intuitive and user-friendly. The importance of this parameter lies in its ability to improve the overall user experience, ensuring that the output data is not only well-organized but also easy to interact with.

Structured Output Usage Tips:

  • Ensure that all necessary input data is provided to the input_data_all parameter to achieve accurate and comprehensive results.
  • Utilize the output parameter to systematically manage and organize the results of your node's processing, making it easier to handle complex data outputs.
  • Leverage the ui parameter to enhance the presentation and interaction with your output data, improving the overall user experience.

Structured Output Common Errors and Solutions:

Exception during processing

  • Explanation: This error occurs when there is an issue during the execution of the node, which could be due to various reasons such as invalid input data or internal processing errors.
  • Solution: Check the input data provided to the input_data_all parameter to ensure it is valid and complete. Review the error details and traceback information to identify the specific cause of the issue and address it accordingly.

Failed to validate prompt for output

  • Explanation: This error indicates that the prompt validation for the output has failed, which could be due to incorrect or incomplete input data.
  • Solution: Verify the input data and ensure that all required parameters are correctly specified. Review the validation errors and make necessary adjustments to the input data to meet the validation criteria.

Structured Output Related Nodes

Go back to the extension to check out more related nodes.
VLM_nodes
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