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2024-07-05 20:01:14 +05:30
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@@ -35,6 +35,8 @@ Data Research, Preparation, and Manipulation Nodes for Model Trainers, Artists,
## DataSet_Visualizer
![Screenshot 2024-07-05 195633](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/3b6ef307-6d86-48e4-b9a0-d59610aeeb82)
The `DataSet_Visualizer` node is designed to visualize datasets by generating a word cloud, a network graph, and a frequency table from tag contents provided in text files.
#### Inputs
@@ -50,6 +52,8 @@ Data Research, Preparation, and Manipulation Nodes for Model Trainers, Artists,
## DataSet_CopyFiles
![Screenshot 2024-07-05 195651](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/7176f6b8-8e88-4c64-bb78-cb53afe8e368)
The `DataSet_CopyFiles` node provides a methods to copy files from a source folder to a destination folder based on different copying modes: blind copy and copy by matching destination files.
#### Inputs
@@ -61,6 +65,8 @@ Data Research, Preparation, and Manipulation Nodes for Model Trainers, Artists,
## 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.
#### Inputs
@@ -74,6 +80,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_TextFilesLoadFromList
![Screenshot 2024-07-05 195544](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/fa596e21-e5fd-40ac-a351-e2fa9949fcf9)
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
@@ -87,6 +95,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_TextFilesLoad
![Screenshot 2024-07-05 195531](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/f16b6575-0be6-4945-8afb-11d54f40649e)
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
@@ -100,6 +110,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## 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.
@@ -117,6 +129,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
- This class does not produce any output types.
## DataSet_FindAndReplace
![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.
@@ -130,6 +144,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_PathSelector
![Screenshot 2024-07-05 195538](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/ef4602bf-d0d6-46b5-aa1e-027f2d2cff7d)
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.
#### Inputs
@@ -145,6 +161,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## 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.
#### Inputs
@@ -157,6 +175,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## 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.
#### Inputs
@@ -171,6 +191,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_LoadImage
![Screenshot 2024-07-05 195550](https://github.com/daxcay/ComfyUI-DataSet/assets/164315771/3a1ce311-8c37-430c-9620-0719cf721aba)
The `DataSet_LoadImage` node provides functionality to load and process images from a specified directory using Pillow and numpy.
#### Inputs
@@ -186,6 +208,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## 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.
#### Inputs
@@ -202,6 +226,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## 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.
#### Inputs
@@ -218,6 +244,8 @@ The `DataSet_TriggerWords` node is designed to identify and extract trigger word
## DataSet_OpenAIChatImageBatch
![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