74 lines
2.4 KiB
Markdown
74 lines
2.4 KiB
Markdown
|
|
# Documentation
|
|
- Class name: LLMImageVisionLLMReader
|
|
- Category: SALT/Language Toolkit/Readers
|
|
- Output node: False
|
|
|
|
LLMImageVisionLLMReader节点旨在读取和处理图像文件，利用大型语言模型（LLMs）来解释和提取视觉内容中的信息。它的目标是通过LLMs的视角，架起视觉数据与文本分析之间的桥梁，从而实现对图像的更深入理解。
|
|
|
|
# Input types
|
|
## Required
|
|
- path
|
|
- 指定要处理的图像文件路径。这是一个至关重要的参数，因为它决定了节点将要分析的视觉数据的来源。
|
|
- Comfy dtype: STRING
|
|
- Python dtype: str
|
|
|
|
## Optional
|
|
- extra_info
|
|
- 以字符串格式提供可选的额外信息，可用于影响图像的处理过程。这可能包括特定任务的设置或参数。
|
|
- Comfy dtype: STRING
|
|
- Python dtype: str
|
|
|
|
# Output types
|
|
- documents
|
|
- 将处理后的数据以文档形式返回，封装了LLM从图像中提取的见解。
|
|
- Comfy dtype: DOCUMENT
|
|
- Python dtype: List[Document]
|
|
|
|
|
|
## Usage tips
|
|
- Infra type: `CPU`
|
|
- Common nodes: unknown
|
|
|
|
|
|
## Source code
|
|
```python
|
|
class LLMImageVisionLLMReader(ImageVisionLLMReader):
|
|
"""
|
|
@NOTE: Not sure what this does yet
|
|
@Source: https://github.com/run-llama/llama_index/blob/main/llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/image_vision_llm/base.py
|
|
@Documentation:https://docs.llamaindex.ai/en/latest/api_reference/readers/file/#llama_index.readers.file.ImageVisionLLMReader
|
|
"""
|
|
|
|
def __init__(self):
|
|
super().__init__()
|
|
|
|
@classmethod
|
|
def INPUT_TYPES(cls):
|
|
return {
|
|
"required": {
|
|
"path": ("STRING", {"default": ""}),
|
|
#"warning": ("STRING", {"default":"WARNING: This downloads a 15GB file in two parts."}),
|
|
},
|
|
"optional": {
|
|
"extra_info": ("STRING", {"multiline": True, "dynamicPrompts": False, "default": "{}"}),
|
|
}
|
|
}
|
|
|
|
RETURN_TYPES = ("DOCUMENT", )
|
|
RETURN_NAMES = ("documents",)
|
|
|
|
FUNCTION = "execute"
|
|
CATEGORY = f"{MENU_NAME}/{SUB_MENU_NAME}/Readers"
|
|
|
|
def execute(self, path:str, warning:str, extra_info:str):
|
|
get_full_path(1, path)
|
|
if not os.path.exists(path):
|
|
raise FileNotFoundError(f"No file available at: {path}")
|
|
path = Path(path)
|
|
extra_info = read_extra_info(extra_info)
|
|
data = self.load_data(path, extra_info)
|
|
return (data, )
|
|
|
|
```
|