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@@ -61,214 +61,205 @@ The DataSet_Visualizer node is designed to visualize dataset captions. It genera
## DataSet_CopyFiles
The `DataSet_CopyFiles` node provides a method to copy files from a source folder to a destination folder using different modes: `BlindCopy` and `CopyByDestinationFiles` files.
The `DataSet_CopyFiles` node provides a method to copy files from a source folder to a destination folder using different modes: `BlindCopy` and `CopyByDestinationFiles`.
![Screenshot 2024-07-05 195651](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/7176f6b8-8e88-4c64-bb78-cb53afe8e368)
#### Inputs
- **source_folder**: (STRING, default: "directory path", required) - The path of the source folder containing files to be copied.
- **destination_folder**: (STRING, default: "directory path", required) - The path of the destination folder where files will be copied.
- **copy_mode**: (['BlindCopy', 'CopyByDestinationFiles'], required) - The mode of copying files:
- 'BlindCopy': Copies all files from the source to the destination folder.
- 'CopyByDestinationFiles': Copies files from the source folder to the destination only if there is a matching file (based on the base name) already present in the destination.
- **source_folder** (STRING, default: "directory path", required): source folder path to the files.
- **destination_folder** (STRING, default: "directory path", required): destination folder path for the files copied.
- **copy_mode** (['BlindCopy', 'CopyByDestinationFiles'], required):
- `BlindCopy`: copies all files from source to the destination folder.
- `CopyByDestinationFiles`: copies files from source folder to the destination only if there is a matching file (based on the base name) already present in the destination.
</br>
## DataSet_TriggerWords
![Screenshot 2024-07-05 195619](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/1ab3f438-6b47-4054-8b99-107fdb04d1d4)
The `DataSet_TriggerWords` node is designed to identify and extract trigger words or phrases from text file contents. Trigger words are identified based on the presence of digits within the words.
![Screenshot 2024-07-05 195619](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/1ab3f438-6b47-4054-8b99-107fdb04d1d4)
#### Inputs
- **TextFileContents**: (`STRING`, required) - The contents of the text file(s) to be processed.
- **search**: (`['trigger_word_only', 'trigger_word_phrase']`, required) - The mode of searching for trigger words:
- `'trigger_word_only'`: Extracts individual trigger words containing digits.
- `'trigger_word_phrase'`: Extracts entire phrases up to the next comma if any word in the phrase contains a digit.
- **TextFileContents** (`STRING`, required): the contents of the text file(s) to be processed.
- **search**(`['trigger_word_only', 'trigger_word_phrase']`, required): the mode of searching for trigger words:
- `'trigger_word_only'`: extracts individual trigger words containing digits.
- `'trigger_word_phrase'`: extracts entire phrases up to the next comma if any word in the phrase contains a digit.
#### Outputs
- **Words**: (`STRING`, list) - The extracted trigger words or phrases from the text file(s).
- **Words**: (`STRING`, list) - the extracted trigger words or phrases from the text file(s).
</br>
## DataSet_TextFilesLoadFromList
The `DataSet_TextFilesLoadFromList` node is designed to load and read contents from a list of text file paths. It extracts file names, file names without extensions, file paths, and file contents.
![Screenshot 2024-07-05 204333](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/a674f684-85f3-4f34-8c3e-b1b34bf89bac)
The `DataSet_TextFilesLoadFromList` node is designed to load and read contents from a list of text file paths. It extracts file names, file names without extensions, file paths, and file contents.
#### Inputs
- **TextFilePathsList**: (`STRING`, required) - A list of file paths to the text files to be loaded. Only paths ending with `.txt` will be processed.
- **TextFilePathsList**(`STRING`, required): a list of file paths to the text files to be loaded. Only paths ending with `.txt` will be processed.
#### Outputs
- **TextFileNames**: (`STRING`, list) - The names of the text files.
- **TextFileNamesWithoutExtension**: (`STRING`, list) - The names of the text files without their extensions.
- **TextFilePaths**: (`STRING`, list) - The file paths of the text files.
- **TextFileContents**: (`STRING`, list) - The contents of the text files.
- **TextFileNames**(`STRING`, list): the names of the text files.
- **TextFileNamesWithoutExtension**(`STRING`, list): the names of the text files without their extensions.
- **TextFilePaths**(`STRING`, list): the file paths of the text files.
- **TextFileContents**(`STRING`, list): the contents of the text files.
</br>
## DataSet_TextFilesLoad
The `DataSet_TextFilesLoad` node is designed to load and read contents from text files within a specified directory. It extracts file names, file names without extensions, file paths, and file contents.
![Screenshot 2024-07-05 204321](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/a136dec1-38d1-454e-9f0e-014837428225)
The `DataSet_TextFilesLoad` node is designed to load and read contents from text files within a specified directory. It extracts file names, file names without extensions, file paths, and file contents.
#### Inputs
- **directory**: (`STRING`, required) - The directory path where the text files are located. The path should be specified as a string.
- **directory**(`STRING`, required): the directory path where the text files are located. The path should be specified as a string.
#### Outputs
- **TextFileNames**: (`STRING`, list) - The names of the text files in the directory.
- **TextFileNamesWithoutExtension**: (`STRING`, list) - The names of the text files without their extensions.
- **TextFilePaths**: (`STRING`, list) - The file paths of the text files in the directory.
- **TextFileContents**: (`STRING`, list) - The contents of the text files in the directory.
- **TextFileNames**(`STRING`, list): the names of the text files in the directory.
- **TextFileNamesWithoutExtension**(`STRING`, list): the names of the text files without their extensions.
- **TextFilePaths**(`STRING`, list): the file paths of the text files in the directory.
- **TextFileContents**(`STRING`, list): the contents of the text files in the directory.
</br>
## DataSet_TextFilesSave
![Screenshot 2024-07-05 195656](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/303fee7e-5b1a-4343-95a8-dfb8c9aebf6c)
### Overview
The `DataSet_TextFilesSave` node is designed to save text file contents to a specified directory with various saving modes. It supports overwriting, merging, creating new files, and merging before saving new files.
![Screenshot 2024-07-05 195656](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/303fee7e-5b1a-4343-95a8-dfb8c9aebf6c)
#### Inputs
- **TextFileNames**: (`STRING`, required) - The names of the text files to be saved.
- **TextFileContents**: (`STRING`, required) - The contents of the text files to be saved.
- **destination**: (`STRING`, required) - The directory path where the text files will be saved.
- **save_mode**: (['Overwrite', 'Merge', 'SaveNew', 'MergeAndSaveNew'], required) - The mode of saving the files:
- `Overwrite`: Overwrites existing files with the same name.
- `Merge`: Appends content to existing files with the same name.
- `SaveNew`: Saves new files with a unique name if a file with the same name already exists.
- `MergeAndSaveNew`: Merges content with existing files and then saves as a new file with a unique name if a file with the same name already exists.
- **TextFileNames**(`STRING`, required): the names of the text files to be saved.
- **TextFileContents**(`STRING`, required): the contents of the text files to be saved.
- **destination**(`STRING`, required): the directory path where the text files will be saved.
- **save_mode**(['Overwrite', 'Merge', 'SaveNew', 'MergeAndSaveNew'], required): the mode of saving the files:
- `Overwrite`: overwrites existing files with the same name.
- `Merge`: appends content to existing files with the same name.
- `SaveNew`: saves new files with a unique name if a file with the same name already exists.
- `MergeAndSaveNew`: merges content with existing files and then saves as a new file with a unique name if a file with the same name already exists.
#### Outputs
- This class does not produce any output types.
</br>
## DataSet_FindAndReplace
The `DataSet_FindAndReplace` node facilitates finding and replacing specific text patterns within text file contents.
![Screenshot 2024-07-05 195639](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/12b9c2a7-54ea-4d01-ae2b-53898865ca7f)
The `DataSet_FindAndReplace` node facilitates finding and replacing specific text patterns within text file contents.
#### Inputs
- **TextFileContents**: (`STRING`, required) - The contents of the text file(s) where the search and replace operation will be performed.
- **SearchFor**: (`STRING`, default: "concept", required) - The text pattern to search for within the `TextFileContents`. Supports multiline input.
- **ReplaceWith**: (`STRING`, default: "concept", required) - The replacement text for the `SearchFor` pattern. Supports multiline input.
- **TextFileContents**(`STRING`, required): the contents of the text file(s) where the search and replace operation will be performed.
- **SearchFor**(`STRING`, default: "concept", required): the text pattern to search for within the `TextFileContents`. Supports multiline input.
- **ReplaceWith**(`STRING`, default: "concept", required): the replacement text for the `SearchFor` pattern. Supports multiline input.
#### Outputs
- **TextFileContents**: (`STRING`, list) - The modified contents of the text file(s) after performing the find and replace operation.
- **TextFileContents**(`STRING`, list): the modified contents of the text file(s) after performing the find and replace operation.
</br>
## DataSet_PathSelector
![Screenshot 2024-07-05 204328](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/181cca81-8a67-40a4-99ef-56c6dc8c0c76)
The `DataSet_PathSelector` node is designed to search for files with specific extensions in one directory and then select files with matching names (excluding extensions) from another directory.
![Screenshot 2024-07-05 204328](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/181cca81-8a67-40a4-99ef-56c6dc8c0c76)
#### Inputs
- **search_in_directory**: (`STRING`, required) - The directory to search for files.
- **search_for_extensions**: (`STRING`, required) - The extensions of files to search for, separated by commas (e.g., `.txt, .csv`).
- **select_from_directory**: (`STRING`, required) - The directory to select matching files from.
- **select_extensions**: (`STRING`, required) - The extensions of files to select, separated by commas (e.g., `.txt, .csv`).
- **search_in_directory**(`STRING`, required): the directory to search for files.
- **search_for_extensions**(`STRING`, required): the extensions of files to search for, separated by commas (e.g., `.txt, .csv`).
- **select_from_directory**(`STRING`, required): the directory to select matching files from.
- **select_extensions**(`STRING`, required): the extensions of files to select, separated by commas (e.g., `.txt, .csv`).
#### Outputs
- **SelectedNamesWithExtension**: (`STRING`, list) - The names of the selected files with their extensions.
- **SelectedNamesWithoutExtension**: (`STRING`, list) - The names of the selected files without their extensions.
- **SelectedPaths**: (`STRING`, list) - The full paths of the selected files.
- **SelectedNamesWithExtension**(`STRING`, list): the names of the selected files with their extensions.
- **SelectedNamesWithoutExtension**(`STRING`, list): the names of the selected files without their extensions.
- **SelectedPaths**(`STRING`, list): the full paths of the selected files.
</br>
## DataSet_ConceptManager
![Screenshot 2024-07-05 195624](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/de1c1dd8-b688-435c-96cd-3368b4f13162)
The `DataSet_ConceptManager` node is designed to manage concepts within text file contents. It allows adding or removing specified concepts at defined positions.
![Screenshot 2024-07-05 195624](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/de1c1dd8-b688-435c-96cd-3368b4f13162)
#### Inputs
- **TextFileContents**: (`STRING`, required) - The contents of the text file(s) to be processed.
- **Mode**: (`STRING`, required) - The mode of operation: `'add'` to add concepts or `'remove'` to remove concepts.
- **Concepts**: (`STRING`, required) - The concepts to add or remove, formatted as text-position pairs (e.g., `"concept1 0, concept2 2"` for adding, `"concept1, concept2"` for removing).
- **TextFileContents**(`STRING`, required): the contents of the text file(s) to be processed.
- **Mode**(`STRING`, required): the mode of operation: `'add'` to add concepts or `'remove'` to remove concepts.
- **Concepts**(`STRING`, required): the concepts to add or remove, formatted as text-position pairs (e.g., `"concept1 0, concept2 2"` for adding, `"concept1, concept2"` for removing).
#### Outputs
- **TextFileContents**: (`STRING`, list) - The modified contents of the text file(s) after adding or removing concepts.
- **TextFileContents**(`STRING`, list): the modified contents of the text file(s) after adding or removing concepts.
</br>
## DataSet_OpenAIChat
![Screenshot 2024-07-05 195559](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/0876389a-6617-4974-9705-4240ddcf7545)
The `DataSet_OpenAIChat` node integrates with the OpenAI API to generate responses based on given prompts using various GPT models.
![Screenshot 2024-07-05 195559](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/0876389a-6617-4974-9705-4240ddcf7545)
#### Inputs
- **model**: (STRING, required) - The OpenAI model to use for generating responses. Options include `"gpt-4"`, `"gpt-4-32k"`, `"gpt-3.5-turbo"`, and others.
- **api_url**: (STRING, default: `"https://api.openai.com/v1"`) - The base URL of the OpenAI API.
- **api_key**: (STRING, required) - The API key required for authentication with the OpenAI API.
- **prompt**: (STRING, default: "") - The prompt to start the conversation or generate responses.
- **token_length**: (INT, default: 1024) - The maximum number of tokens (words) in the generated response.
- **model**(STRING, required): the OpenAI model to use for generating responses. Options include `"gpt-4"`, `"gpt-4-32k"`, `"gpt-3.5-turbo"`, and others.
- **api_url**(STRING, default: `"https://api.openai.com/v1"`): the base URL of the OpenAI API.
- **api_key**(STRING, required): the API key required for authentication with the OpenAI API.
- **prompt**(STRING, default: ""): the prompt to start the conversation or generate responses.
- **token_length**(INT, default: 1024): the maximum number of tokens (words) in the generated response.
#### Outputs
- **STRING**: The generated response from the OpenAI model based on the provided prompt.
- **STRING**: the generated response from the OpenAI model based on the provided prompt.
</br>
## DataSet_LoadImage
![Screenshot 2024-07-05 204341](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/9530778f-1998-4a37-8708-3a2ab562c6ff)
The `DataSet_LoadImage` node provides functionality to load and process images from a specified directory using Pillow and numpy.
![Screenshot 2024-07-05 204341](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/9530778f-1998-4a37-8708-3a2ab562c6ff)
#### Inputs
- **image**: (STRING, required) - The name of the image file to load from the input directory.
- **image** (STRING, required): the name of the image file to load from the input directory.
#### Outputs
- **IMAGE**: The loaded image.
- **MASK**: The mask associated with the image.
- **STRING**: The name of the image file.
- **STRING**: The name of the image file without extension.
- **STRING**: The full path of the image file.
- **STRING**: The directory path of the image file.
- **IMAGE**: the loaded image.
- **MASK**: the mask associated with the image.
- **STRING**: the name of the image file.
- **STRING**: the name of the image file without extension.
- **STRING**: the full path of the image file.
- **STRING**: the directory path of the image file.
</br>
## DataSet_SaveImage
![Screenshot 2024-07-05 195646](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/e7aed0b4-526a-4b74-94c7-bc2c417063d6)
The `DataSet_SaveImage` node facilitates batch saving of images to a specified directory with optional PNG metadata using Pillow and numpy.
![Screenshot 2024-07-05 195646](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/e7aed0b4-526a-4b74-94c7-bc2c417063d6)
#### Inputs
- **Images**: (IMAGE, required) - List of images to save.
- **ImageFilePrefix**: (STRING, default: "Image") - Prefix for the saved image filenames.
- **destination**: (STRING) - Directory path where images will be saved.
- **Images**(IMAGE, required): list of images to save.
- **ImageFilePrefix**(STRING, default: "Image"): prefix for the saved image filenames.
- **destination**(STRING): directory path where images will be saved.
#### Hidden Parameters
- **prompt**: (PROMPT) - Optional prompt metadata for PNG files.
- **extra_pnginfo**: (EXTRA_PNGINFO) - Additional metadata information in dictionary format for PNG files.
#### Outputs
- None
</br>
## DataSet_OpenAIChatImage
![Screenshot 2024-07-05 195607](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/8a9313e4-9f73-4b9c-a483-63491af41f3f)
The `DataSet_OpenAIChatImage` node integrates image input with OpenAI's chat API for generating text-based responses.
![Screenshot 2024-07-05 195607](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/8a9313e4-9f73-4b9c-a483-63491af41f3f)
#### Inputs
- **image**: (IMAGE, required) - Image to be processed.
- **image_detail**: (STRING, default: "high") - Detail level of the image ("low" or "high").
- **prompt**: (STRING, default: "") - Text prompt for the AI model.
- **model**: (STRING, default: "gpt-4o") - OpenAI model to use ("gpt-4o", "gpt-4", etc.).
- **api_url**: (STRING, default: "https://api.openai.com/v1") - OpenAI API endpoint URL.
- **api_key**: (STRING) - OpenAI API key for authentication.
- **token_length**: (INT, default: 1024) - Maximum token length for the generated response.
- **image**(IMAGE, required): image to be processed.
- **image_detail**(STRING, default: "high": detail level of the image ("low" or "high").
- **prompt**(STRING, default: ""): text prompt for the AI model.
- **model**(STRING, default: "gpt-4o"): OpenAI model to use ("gpt-4o", "gpt-4", etc.).
- **api_url**(STRING, default: "https://api.openai.com/v1"): OpenAI API endpoint URL.
- **api_key**(STRING): OpenAI API key for authentication.
- **token_length**(INT, default: 1024): maximum token length for the generated response.
#### Outputs
- STRING: Text-based response generated by the AI model.
@@ -277,18 +268,18 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_OpenAIChatImageBatch
The `DataSet_OpenAIChatImageBatch` class extends the functionality of `DataSet_OpenAIChatImage` to process batches of images with OpenAI's chat API for generating text-based responses.
![Screenshot 2024-07-05 195615](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/5fe30dba-c9e0-4fb1-a97f-306210831502)
The `DataSet_OpenAIChatImageBatch` class extends the functionality of `DataSet_OpenAIChatImage` to process batches of images with OpenAI's chat API for generating text-based responses.
#### Inputs
- **images**: (IMAGE, required) - List of images to be processed.
- **image_detail**: (STRING, default: "high") - Detail level of the images ("low" or "high").
- **prompt**: (STRING, default: "") - Text prompt for the AI model.
- **model**: (STRING, default: "gpt-4o") - OpenAI model to use ("gpt-4o", "gpt-4", etc.).
- **api_url**: (STRING, default: "https://api.openai.com/v1") - OpenAI API endpoint URL.
- **api_key**: (STRING) - OpenAI API key for authentication.
- **token_length**: (INT, default: 1024) - Maximum token length for the generated response.
- **images**(IMAGE, required): list of images to be processed.
- **image_detail**(STRING, default: "high"): detail level of the images ("low" or "high").
- **prompt**(STRING, default: ""): text prompt for the AI model.
- **model**(STRING, default: "gpt-4o"): OpenAI model to use ("gpt-4o", "gpt-4", etc.).
- **api_url**(STRING, default: "https://api.openai.com/v1"): OpenAI API endpoint URL.
- **api_key**(STRING): OpenAI API key for authentication.
- **token_length**(INT, default: 1024): maximum token length for the generated response.
#### Outputs
- STRING: List of text-based responses generated by the AI model for each input image.