Update app.py
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app.py
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import
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import matplotlib.pyplot as plt
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from docx import Document
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from docx.shared import Inches
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doc = Document()
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doc.add_heading('Functional Specification Document (FSD)', level=1)
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doc.add_paragraph("**Project Name:** Banking Loan & Fraud Detection System")
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doc.add_paragraph("**Version:** 1.0")
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doc.add_paragraph("**Prepared By:** Your Name")
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doc.add_paragraph("**Date:**
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# Table of Contents
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doc.add_page_break()
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functional_reqs = generate_text("List functional requirements for a banking fraud detection and loan system.")
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doc.add_paragraph(functional_reqs)
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# Security & Compliance
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doc.add_heading("5. Security & Compliance", level=2)
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security_text = generate_text("What are the security and compliance requirements for a banking loan system?")
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# Generate System Architecture Diagram
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doc.add_heading("6. System Architecture Diagram", level=2)
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fig, ax = plt.subplots(figsize=(6, 4))
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ax.text(0.5, 0.85, "Customer", fontsize=12, ha="center",
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ax.text(0.
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ax.text(0.
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ax.set_xlim(0, 1)
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ax.set_ylim(0, 1)
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ax.set_yticks([])
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ax.set_frame_on(False)
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# Save diagram
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plt.savefig(diagram_path)
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plt.close(fig)
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doc.add_heading("8. UI Mockups", level=2)
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doc.add_paragraph("(*Placeholder for UI Mockups for loan applications, fraud alerts, and account dashboards*)")
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# Save the Word Document
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print("Functional Specification Document (FSD) generated successfully
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import os
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import openai
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import matplotlib.pyplot as plt
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from docx import Document
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from docx.shared import Inches
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from datetime import datetime
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# Set your OpenAI API Key securely using environment variables
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openai.api_key = os.getenv("OPENAI_API_KEY")
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def generate_text(prompt, role="user"):
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"""Generate text using the new OpenAI API format."""
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try:
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response = openai.ChatCompletion.acreate(
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model="gpt-4",
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messages=[
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{"role": "system", "content": "You are an expert banking analyst."},
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{"role": role, "content": prompt}
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]
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)
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return response['choices'][0]['message']['content']
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except Exception as e:
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print(f"Error generating text: {e}")
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return "(*Failed to generate content. Please review manually.*)"
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# Create the Word document
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doc = Document()
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doc.add_heading('Functional Specification Document (FSD)', level=1)
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doc.add_paragraph("**Project Name:** Banking Loan & Fraud Detection System")
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doc.add_paragraph("**Version:** 1.0")
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doc.add_paragraph("**Prepared By:** Your Name")
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doc.add_paragraph(f"**Date:** {datetime.now().strftime('%d/%m/%Y')}")
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# Table of Contents
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doc.add_page_break()
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functional_reqs = generate_text("List functional requirements for a banking fraud detection and loan system.")
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doc.add_paragraph(functional_reqs)
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# Non-Functional Requirements
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doc.add_heading("4. Non-Functional Requirements", level=2)
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non_functional_reqs = generate_text("List non-functional requirements for a banking loan and fraud detection system.")
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doc.add_paragraph(non_functional_reqs)
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# Security & Compliance
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doc.add_heading("5. Security & Compliance", level=2)
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security_text = generate_text("What are the security and compliance requirements for a banking loan system?")
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# Generate System Architecture Diagram
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doc.add_heading("6. System Architecture Diagram", level=2)
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fig, ax = plt.subplots(figsize=(6, 4))
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ax.text(0.5, 0.85, "Customer", fontsize=12, ha="center",
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bbox=dict(facecolor="lightblue", edgecolor="black"))
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ax.text(0.5, 0.65, "Banking System", fontsize=12, ha="center",
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bbox=dict(facecolor="lightgreen", edgecolor="black"))
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ax.text(0.3, 0.45, "Loan Processing", fontsize=12, ha="center",
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bbox=dict(facecolor="lightyellow", edgecolor="black"))
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ax.text(0.7, 0.45, "Fraud Detection", fontsize=12, ha="center",
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bbox=dict(facecolor="lightpink", edgecolor="black"))
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ax.text(0.5, 0.25, "Database", fontsize=12, ha="center",
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bbox=dict(facecolor="lightgray", edgecolor="black"))
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ax.set_xlim(0, 1)
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ax.set_ylim(0, 1)
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ax.set_yticks([])
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ax.set_frame_on(False)
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# Save diagram in a designated output folder
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output_folder = "output"
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os.makedirs(output_folder, exist_ok=True)
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diagram_path = os.path.join(output_folder, "banking_system_architecture.png")
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plt.savefig(diagram_path)
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plt.close(fig)
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doc.add_heading("8. UI Mockups", level=2)
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doc.add_paragraph("(*Placeholder for UI Mockups for loan applications, fraud alerts, and account dashboards*)")
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# Assumptions and Constraints
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doc.add_heading("9. Assumptions and Constraints", level=2)
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assumptions_text = generate_text("List assumptions and constraints for a banking loan and fraud detection system.")
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doc.add_paragraph(assumptions_text)
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# Dependencies
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doc.add_heading("10. Dependencies", level=2)
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dependencies_text = generate_text("List the dependencies for a banking loan and fraud detection system project.")
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doc.add_paragraph(dependencies_text)
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# Acceptance Criteria
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doc.add_heading("11. Acceptance Criteria", level=2)
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acceptance_criteria = generate_text("Define acceptance criteria for a banking loan and fraud detection system.")
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doc.add_paragraph(acceptance_criteria)
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# Glossary
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doc.add_heading("12. Glossary", level=2)
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doc.add_paragraph("(*Placeholder for glossary of terms related to banking, loans, and fraud detection*)")
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# References
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doc.add_heading("13. References", level=2)
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doc.add_paragraph("(*Placeholder for references including documents, articles, and regulatory guidelines*)")
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# Save the Word Document
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doc_path = os.path.join(output_folder, "Banking_FSD.docx")
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doc.save(doc_path)
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print(f"Functional Specification Document (FSD) generated successfully at: {doc_path}")
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