ComfyUI Node: Get Keywords

Get Keywords:

The KeywordExtraction node is designed to help you extract meaningful keywords from a given text prompt using an advanced AI model. This node leverages a sophisticated language model to analyze the input text and generate relevant keywords that can be used for various purposes, such as enhancing search engine optimization (SEO), improving content categorization, or aiding in the creation of metadata for digital assets. By adjusting the temperature parameter, you can control the creativity and variability of the generated keywords, making this node a versatile tool for both precise and creative keyword extraction tasks.

Get Keywords Input Parameters:

prompt

The prompt parameter is a string input that represents the text from which you want to extract keywords. This is the primary input for the node, and the quality and relevance of the extracted keywords will depend on the content of this prompt. The default value is an empty string, and it is a required input.

model

The model parameter allows you to specify the custom AI model to be used for keyword extraction. This parameter is crucial as it determines the underlying language model that will process the prompt and generate the keywords. The default value is an empty string, indicating that you need to provide a valid model for the node to function correctly.

temperature

The temperature parameter is a float value that controls the randomness and creativity of the keyword generation process. A lower temperature (closer to 0.01) will result in more deterministic and focused keywords, while a higher temperature (up to 1.0) will produce more diverse and creative keywords. The default value is 0.15, with a minimum of 0.01 and a maximum of 1.0, adjustable in steps of 0.01.

Get Keywords Output Parameters:

STRING

The output of the KeywordExtraction node is a string that contains the extracted keywords. These keywords are generated based on the input prompt and the specified model, and they are designed to be relevant and useful for various applications, such as SEO, content categorization, and metadata creation.

Get Keywords Usage Tips:

• To achieve more focused and relevant keywords, use a lower temperature setting.
• For more creative and diverse keyword suggestions, increase the temperature parameter.
• Ensure that the input prompt is clear and specific to get the most accurate keyword extraction results.
• Experiment with different models to find the one that best suits your needs for keyword extraction.

Get Keywords Common Errors and Solutions:

Model not specified

• Explanation: The model parameter is empty or invalid.
• Solution: Ensure that you provide a valid custom AI model in the model parameter.

Invalid temperature value

• Explanation: The temperature parameter is set outside the allowed range (0.01 to 1.0).
• Solution: Adjust the temperature parameter to be within the valid range of 0.01 to 1.0.

Empty prompt

• Explanation: The prompt parameter is empty.
• Solution: Provide a non-empty string as the prompt to enable keyword extraction.

JSON parsing error

• Explanation: The response from the model could not be parsed as JSON.
• Solution: Check the model's output format and ensure it is correctly formatted as JSON. If the issue persists, consider debugging the model's response or adjusting the system prompt.