initial

application.py

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+import PyPDF2
+from transformers import pipeline
+import gradio as gr
+
+# Load the summarization pipeline
+summarizer = pipeline("summarization",  model="t5-base", tokenizer="t5-base", framework="pt")
+
+def load_pdf(file, max_length, min_length, do_sample):
+    pdf = PyPDF2.PdfReader(file)
+    text = ""
+    for page in pdf.pages:
+        text += page.extract_text()
+    # Summarize the text
+    
+    summary = summarizer(text, max_length=max_length, min_length=min_length, do_sample=do_sample)
+    # Return the summary
+    return summary[0]['summary_text']
+    # return summarize_pdf(pdf)
+    
+
+inputs = [
+    gr.File(label="Upload PDF"),
+    gr.Slider(500, 1500, value=1000, label="Max Length"),
+    gr.Slider(30, 500, value=300, label="Min Length"),
+    gr.Checkbox(label="Do Sample", value=False)
+]
+
+iface = gr.Interface(fn=load_pdf, inputs=inputs, outputs="text", title="PDF summariser")
+iface.launch()

flagged/log.csv

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+file,output,flag,username,timestamp
+"{""path"":""flagged/file/905c51933114f0933157/The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""url"":""http://127.0.0.1:7860/file=/private/var/folders/jk/znm3f6kd1xj8w5_2n06stbqm0000gn/T/gradio/2be4325bfe343a3851a3fe2a62720746675b6c90/The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""size"":474394,""orig_name"":""The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""mime_type"":""""}",<PyPDF2._reader.PdfReader object at 0x2aca9eb50>,,,2023-11-10 16:58:42.638294
+"{""path"":""flagged/file/e0e08e8da1f761969779/The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""url"":""http://127.0.0.1:7860/file=/private/var/folders/jk/znm3f6kd1xj8w5_2n06stbqm0000gn/T/gradio/2be4325bfe343a3851a3fe2a62720746675b6c90/The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""size"":474394,""orig_name"":""The_Design_Space_of_Emergent_Scheduling_for_Distributed_Execution_Frameworks.pdf"",""mime_type"":""""}",<PyPDF2._reader.PdfReader object at 0x2b07221d0>,,,2023-11-10 17:05:37.811292

requirements.txt

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+pypdf2
+transformers