from transformers import BlipProcessor, BlipForConditionalGeneration
from PIL import Image
import os
# Define the main tool class
class ImageDescriber:
def __init__(self):
# Load the BLIP model and processor
self.model = BlipForConditionalGeneration.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
self.processor = BlipProcessor.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
def describe_image(self, image_path):
try:
# Open and process the image
image = Image.open(image_path)
inputs = self.processor(images=image, return_tensors="pt")
# Generate description (caption) for the image
caption = self.model.generate(**inputs)
description = self.processor.decode(caption[0], skip_special_tokens=True)
return description
except Exception as e:
return f"Error processing image: {str(e)}"
# Define the entry point for the tool
def main(image_path):
tool = ImageDescriber()
description = tool.describe_image(image_path)
return {"description": description}
Originally created by @kalsolio on GitHub (Feb 14, 2025).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/9961
from https://openwebui.com/t/acrlab/image_describer_tool/
got
```
from transformers import BlipProcessor, BlipForConditionalGeneration
from PIL import Image
import os
# Define the main tool class
class ImageDescriber:
def __init__(self):
# Load the BLIP model and processor
self.model = BlipForConditionalGeneration.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
self.processor = BlipProcessor.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
def describe_image(self, image_path):
try:
# Open and process the image
image = Image.open(image_path)
inputs = self.processor(images=image, return_tensors="pt")
# Generate description (caption) for the image
caption = self.model.generate(**inputs)
description = self.processor.decode(caption[0], skip_special_tokens=True)
return description
except Exception as e:
return f"Error processing image: {str(e)}"
# Define the entry point for the tool
def main(image_path):
tool = ImageDescriber()
description = tool.describe_image(image_path)
return {"description": description}
```
I download the "Chat with Csv" tool from community, when I import this tool to my local openWebui， why this error also happen？
<!-- gh-comment-id:2742479932 -->
@zhailianxing commented on GitHub (Mar 21, 2025):
> Not a valid tool.
I download the "Chat with Csv" tool from community, when I import this tool to my local openWebui， why this error also happen？
from transformers import BlipProcessor, BlipForConditionalGeneration
from PIL import Image
import os
# Define the main tool class
class ImageDescriber:
def __init__(self):
# Load the BLIP model and processor
self.model = BlipForConditionalGeneration.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
self.processor = BlipProcessor.from_pretrained(
"Salesforce/blip-image-captioning-base"
)
def describe_image(self, image_path):
try:
# Open and process the image
image = Image.open(image_path)
inputs = self.processor(images=image, return_tensors="pt")
# Generate description (caption) for the image
caption = self.model.generate(**inputs)
description = self.processor.decode(caption[0], skip_special_tokens=True)
return description
except Exception as e:
return f"Error processing image: {str(e)}"
# Define the entry point for the tool
def main(image_path):
tool = ImageDescriber()
description = tool.describe_image(image_path)
return {"description": description}
do you konw how to slove this problem？
<!-- gh-comment-id:2742486362 -->
@zhailianxing commented on GitHub (Mar 21, 2025):
> from https://openwebui.com/t/acrlab/image_describer_tool/ got
>
> 
>
> ```
> from transformers import BlipProcessor, BlipForConditionalGeneration
> from PIL import Image
> import os
>
>
> # Define the main tool class
> class ImageDescriber:
> def __init__(self):
> # Load the BLIP model and processor
> self.model = BlipForConditionalGeneration.from_pretrained(
> "Salesforce/blip-image-captioning-base"
> )
> self.processor = BlipProcessor.from_pretrained(
> "Salesforce/blip-image-captioning-base"
> )
>
> def describe_image(self, image_path):
> try:
> # Open and process the image
> image = Image.open(image_path)
> inputs = self.processor(images=image, return_tensors="pt")
>
> # Generate description (caption) for the image
> caption = self.model.generate(**inputs)
> description = self.processor.decode(caption[0], skip_special_tokens=True)
> return description
> except Exception as e:
> return f"Error processing image: {str(e)}"
>
>
> # Define the entry point for the tool
> def main(image_path):
> tool = ImageDescriber()
> description = tool.describe_image(image_path)
> return {"description": description}
> ```
>
> 
do you konw how to slove this problem？
@zhailianxing Just because it's on the community website doesn't mean it's working Code. There is also a lot of very outdated code there that no longer works.
Your code doesn't have a tool class and that's why it doesn't work
<!-- gh-comment-id:2742922125 -->
@Classic298 commented on GitHub (Mar 21, 2025):
@zhailianxing Just because it's on the community website doesn't mean it's working Code. There is also a lot of very outdated code there that no longer works.
Your code doesn't have a tool class and that's why it doesn't work
@zhailianxing Just because it's on the community website doesn't mean it's working Code. There is also a lot of very outdated code there that no longer works.
Your code doesn't have a tool class and that's why it doesn't work
Thanks, handsome man
<!-- gh-comment-id:2746186864 -->
@zhailianxing commented on GitHub (Mar 23, 2025):
> [@zhailianxing](https://github.com/zhailianxing) Just because it's on the community website doesn't mean it's working Code. There is also a lot of very outdated code there that no longer works.
>
> Your code doesn't have a tool class and that's why it doesn't work
Thanks, handsome man
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Originally created by @kalsolio on GitHub (Feb 14, 2025).
Original GitHub issue: https://github.com/open-webui/open-webui/issues/9961
from https://openwebui.com/t/acrlab/image_describer_tool/
got
@tjbck commented on GitHub (Feb 14, 2025):
Not a valid tool.
@zhailianxing commented on GitHub (Mar 21, 2025):
I download the "Chat with Csv" tool from community, when I import this tool to my local openWebui， why this error also happen？
@zhailianxing commented on GitHub (Mar 21, 2025):
do you konw how to slove this problem？
@Classic298 commented on GitHub (Mar 21, 2025):
@zhailianxing Just because it's on the community website doesn't mean it's working Code. There is also a lot of very outdated code there that no longer works.
Your code doesn't have a tool class and that's why it doesn't work
@zhailianxing commented on GitHub (Mar 23, 2025):
Thanks, handsome man