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Update app.py
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app.py
CHANGED
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@@ -24,12 +24,7 @@ def query_gpt(prompt):
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# --------------- PDF TEXT EXTRACTION ---------------
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def extract_text_from_pdf(pdf_path):
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doc = fitz.open(pdf_path)
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text = ""
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for page in doc:
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text += page.get_text()
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return text
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text = ""
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for page in doc:
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text += page.get_text()
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@@ -48,28 +43,46 @@ def simplify_concepts(text):
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prompt = f"Simplify and explain the following concepts for a student who is 14 years old:\n\n{text}"
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return query_gpt(prompt)
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# --------------- GRADIO UI ---------------
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with gr.Blocks(title="AI Textbook Tutor") as app:
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gr.Markdown("# π AI Textbook Tutor\nUpload your textbook or
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with gr.Row():
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pdf_input = gr.File(label="π Upload PDF", file_types=[".pdf"])
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with gr.
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"
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def
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text = extract_text_from_pdf(pdf_file)
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if len(text) > 5000:
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text = text[:5000]
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if action_type == "Summarize Important Points":
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return summarize_textbook(text)
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elif action_type == "Generate MCQs":
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@@ -77,6 +90,8 @@ with gr.Blocks(title="AI Textbook Tutor") as app:
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elif action_type == "Simplify Concepts":
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return simplify_concepts(text)
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app.launch()
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# --------------- PDF TEXT EXTRACTION ---------------
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def extract_text_from_pdf(pdf_path):
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doc = fitz.open(pdf_path)
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text = ""
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for page in doc:
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text += page.get_text()
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prompt = f"Simplify and explain the following concepts for a student who is 14 years old:\n\n{text}"
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return query_gpt(prompt)
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def process_text_inputs(book, chapter, action_type):
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user_prompt = f"Give a detailed explanation and key points for the chapter '{chapter}' from the book '{book}'"
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if action_type == "Summarize Important Points":
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return query_gpt(f"Summarize the following chapter:\n\n{user_prompt}")
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elif action_type == "Generate MCQs":
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return query_gpt(f"Generate 5 MCQs with 4 options each from:\n\n{user_prompt}")
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elif action_type == "Simplify Concepts":
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return query_gpt(f"Explain in simple terms the concepts from:\n\n{user_prompt}")
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# --------------- GRADIO UI ---------------
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with gr.Blocks(title="AI Textbook Tutor") as app:
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gr.Markdown("# π AI Textbook Tutor\nUpload your textbook or type a chapter and get summaries, MCQs, and simplified explanations!")
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with gr.Tab("π Upload PDF"):
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with gr.Row():
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pdf_input = gr.File(label="Upload PDF", file_types=[".pdf"])
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action_pdf = gr.Radio([
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"Summarize Important Points",
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"Generate MCQs",
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"Simplify Concepts"
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], label="Select Task")
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run_pdf = gr.Button("Run π§ on PDF")
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output_pdf = gr.Textbox(label="π€ Output", lines=15)
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with gr.Tab("π Search by Book & Chapter"):
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with gr.Row():
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book_input = gr.Textbox(label="Book Name", placeholder="e.g., Physics 9th Class")
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chapter_input = gr.Textbox(label="Chapter or Topic Name", placeholder="e.g., Measurement")
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action_text = gr.Radio([
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"Summarize Important Points",
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"Generate MCQs",
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"Simplify Concepts"
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], label="Select Task")
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run_text = gr.Button("Run π§ on Chapter")
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output_text = gr.Textbox(label="π€ Output", lines=15)
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def process_pdf(pdf_file, action_type):
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text = extract_text_from_pdf(pdf_file)
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if len(text) > 5000:
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text = text[:5000]
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if action_type == "Summarize Important Points":
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return summarize_textbook(text)
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elif action_type == "Generate MCQs":
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elif action_type == "Simplify Concepts":
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return simplify_concepts(text)
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run_pdf.click(fn=process_pdf, inputs=[pdf_input, action_pdf], outputs=[output_pdf])
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run_text.click(fn=process_text_inputs, inputs=[book_input, chapter_input, action_text], outputs=[output_text])
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app.launch()
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