Input & Configuration

👤 User Persona

📁 Job Description

📄 PDF Upload Interface (Streamlit / Config Parser)

Document Extraction & Cleaning

📄 PDF Extraction

🧹 Text Cleaning

📊 Structure Detection

📝 Metadata Parsing

Adaptive Rule Engine + Summarization Engine

📜 Rule-Based Section Segmentation

🔍 Heading Detection

⚙️ Context-Aware Local AI Summarizer

Operates Fully Offline (No Cloud / LLM)

Output & Formatting

📄 Plain Text Report (final_output.txt)

📄 PDF Report (SmartPDF_Report.pdf)

📊 Metrics Logger

📈 Progress & Metrics

⬇️ Download Reports

Performance & Quality Assessment

⏱ Processing Time

✔ Clarity Score

✔ Compression Ratio

✖ Redundancy Rate

Outputs: evaluation_results_v2.csv