ComfyUI Node: Comfly ChatGPT Api

Comfly ChatGPT Api:

The ComflyChatGPTApi node is designed to facilitate seamless interaction with the Comfly ChatGPT API, enabling you to generate conversational responses and potentially retrieve image URLs based on the input prompts. This node is particularly beneficial for AI artists and developers who wish to integrate advanced conversational AI capabilities into their projects. By leveraging the Comfly ChatGPT API, you can create dynamic and engaging content that combines text and visual elements, enhancing the overall user experience. The node is equipped to handle various parameters that allow you to customize the behavior of the API, such as adjusting the creativity of the responses or setting the maximum number of tokens. Additionally, it manages conversation history, ensuring continuity in interactions, and provides mechanisms to handle errors gracefully, returning placeholder images when necessary.

Comfly ChatGPT Api Input Parameters:

prompt

The prompt parameter is a string input that serves as the initial text or question you want the AI to respond to. It is the starting point for generating a conversation and can significantly influence the nature and tone of the response. There are no specific minimum or maximum values for this parameter, but it should be a coherent and contextually relevant input to elicit meaningful responses from the AI.

model

The model parameter specifies the AI model to be used for generating responses. While the context does not provide specific model options, this parameter allows you to choose from available models that may vary in terms of capabilities and response styles. Selecting the appropriate model can impact the quality and relevance of the generated content.

clear_chats

The clear_chats parameter is a boolean that determines whether to clear the conversation history before processing the current prompt. By default, it is set to True, meaning the history is cleared, allowing for a fresh start with each interaction. Setting it to False retains the conversation history, which can be useful for maintaining context across multiple interactions.

files

The files parameter allows you to include additional files in the request. Although the context does not specify the types of files supported, this parameter can be used to provide supplementary data that may influence the AI's response. The default value is None, indicating no files are included.

image_url

The image_url parameter is a string that specifies a URL to an image that can be used in conjunction with the prompt. This parameter can enhance the interaction by providing visual context, and it defaults to an empty string, meaning no image is used unless specified.

images

The images parameter is used to pass image data to the node. It is an optional parameter with a default value of None, indicating that no images are provided. When used, it can influence the AI's response by incorporating visual elements into the conversation.

temperature

The temperature parameter is a float that controls the randomness of the AI's responses. A higher value (up to 2.0) results in more creative and diverse outputs, while a lower value (down to 0.0) makes the responses more deterministic. The default value is 0.7, providing a balance between creativity and predictability.

max_tokens

The max_tokens parameter is an integer that sets the maximum number of tokens (words and punctuation) in the generated response. It ranges from 1 to 16384, with a default value of 4096, allowing you to control the length and detail of the AI's output.

top_p

The top_p parameter is a float that implements nucleus sampling, where the model considers the smallest set of tokens with a cumulative probability above a threshold p. It ranges from 0.0 to 1.0, with a default value of 1.0, which means all tokens are considered. Adjusting this parameter can influence the diversity of the responses.

frequency_penalty

The frequency_penalty parameter is a float that penalizes new tokens based on their existing frequency in the text so far. It ranges from -2.0 to 2.0, with a default value of 0.0. A positive value reduces the likelihood of repeating the same phrases, while a negative value encourages repetition.

presence_penalty

The presence_penalty parameter is a float that penalizes new tokens based on whether they appear in the text so far. It ranges from -2.0 to 2.0, with a default value of 0.0. A positive value encourages the model to introduce new topics, while a negative value makes it stick to the current topic.

seed

The seed parameter is an integer used to initialize the random number generator for response generation. It ranges from -1 to 2147483647, with a default value of -1, which means a random seed is used. Specifying a seed ensures reproducibility of the responses.

image_download_timeout

The image_download_timeout parameter is an integer that sets the maximum time in seconds to wait for image downloads. It ranges from 300 to 1200, with a default value of 600, ensuring that image retrieval does not excessively delay the process.

api_key

The api_key parameter is a string that provides the authentication key required to access the Comfly ChatGPT API. It is essential for authorizing requests and should be kept secure. The default value is an empty string, and it must be set to a valid key for the node to function.

Comfly ChatGPT Api Output Parameters:

images

The images output parameter returns the images generated or retrieved during the interaction. It provides visual content that complements the text response, enhancing the overall user experience. If no images are available, a placeholder image may be returned.

response

The response output parameter contains the text generated by the AI in response to the input prompt. It is the primary output of the node, providing the conversational content that can be used in various applications.

image_urls

The image_urls output parameter is a string that lists the URLs of images associated with the response. It allows you to access and display the images separately from the text, providing flexibility in how the content is presented.

chats

The chats output parameter provides a formatted history of the conversation, including both user prompts and AI responses. It is useful for maintaining context across interactions and can be used to review or continue previous conversations.

Comfly ChatGPT Api Usage Tips:

• To achieve more creative responses, increase the temperature parameter, but keep in mind that this may also lead to less predictable outputs.
• Use the clear_chats parameter to manage conversation history effectively. Set it to False if you want to maintain context across multiple interactions.
• Adjust the max_tokens parameter to control the length of the AI's response, especially if you need concise or detailed outputs.
• Experiment with the top_p parameter to balance between diversity and coherence in the responses, particularly for creative tasks.

Comfly ChatGPT Api Common Errors and Solutions:

Error in image generation: <error_message>

• Explanation: This error occurs when there is an issue generating or retrieving images based on the input parameters.
• Solution: Check the image_url and images parameters to ensure they are correctly specified. If the error persists, try using different input values or consult the API documentation for further guidance.

Error calling ChatGPT API: <error_message>

• Explanation: This error indicates a problem with the API request, which could be due to network issues, incorrect API key, or invalid parameters.
• Solution: Verify that your api_key is correct and active. Ensure that all input parameters are valid and within the specified ranges. If the problem continues, check your network connection and try again.