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Update app.py
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app.py
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@@ -1,5 +1,4 @@
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import spaces
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import subprocess
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import os
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import gradio as gr
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from pdf2image import convert_from_path
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@@ -7,6 +6,8 @@ from byaldi import RAGMultiModalModel
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from transformers import Qwen2VLForConditionalGeneration, AutoProcessor
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from qwen_vl_utils import process_vision_info
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import torch
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# Run the commands from setup.sh to install poppler-utils
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def install_poppler():
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@@ -30,7 +31,7 @@ model = Qwen2VLForConditionalGeneration.from_pretrained("Qwen/Qwen2-VL-2B-Instru
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trust_remote_code=True, torch_dtype=torch.bfloat16).cuda().eval()
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processor = AutoProcessor.from_pretrained("Qwen/Qwen2-VL-2B-Instruct", trust_remote_code=True)
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@
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def process_pdf_and_query(pdf_file, user_query):
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# Convert the PDF to images
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images = convert_from_path(pdf_file.name) # pdf_file.name gives the file path
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import spaces
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import os
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import gradio as gr
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from pdf2image import convert_from_path
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from transformers import Qwen2VLForConditionalGeneration, AutoProcessor
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from qwen_vl_utils import process_vision_info
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import torch
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import torchvision
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import subprocess
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# Run the commands from setup.sh to install poppler-utils
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def install_poppler():
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trust_remote_code=True, torch_dtype=torch.bfloat16).cuda().eval()
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processor = AutoProcessor.from_pretrained("Qwen/Qwen2-VL-2B-Instruct", trust_remote_code=True)
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@spaces.GPU()
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def process_pdf_and_query(pdf_file, user_query):
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# Convert the PDF to images
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images = convert_from_path(pdf_file.name) # pdf_file.name gives the file path
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