Final Documentation Push + Tutorial

COMPREHENSIVE_DEMO.py

@@ -366,12 +366,12 @@ def main():
         print("  1. Run individual test scripts: python experiments/test_*.py")
         print("  2. Start API server: uvicorn src.agent_api:app --reload")
         print("  3. Process your own audio files")
-        print("  4. Check documentation: README.md, SETUP_INSTRUCTIONS.md")
+        print("  4. Check documentation: README.md, docs/SETUP_INSTRUCTIONS.md")
         print("\n📚 Documentation locations:")
         print("  - README.md                    - Full documentation")
-        print("  - SETUP_INSTRUCTIONS.md        - Detailed setup guide")
-        print("  - QUICK_REFERENCE.md           - Quick command reference")
-        print("  - DATA_MANAGEMENT_README.md    - Data management guide")
+        print("  - docs/SETUP_INSTRUCTIONS.md   - Detailed setup guide")
+        print("  - docs/QUICK_REFERENCE.md           - Quick command reference")
+        print("  - docs/DATA_MANAGEMENT_SYSTEM.md - Data management guide")
         print("  - docs/                        - Component-specific docs")
         print("\n🧪 Test scripts:")
         print("  - experiments/test_baseline.py")

QUICK_REFERENCE.md

@@ -267,7 +267,7 @@ experiments/test_*.py          # Test scripts
 experiments/kavya_evaluation_framework.py  # Evaluation
 requirements.txt               # Dependencies
 README.md                      # Full documentation
-SETUP_INSTRUCTIONS.md          # Detailed setup
+docs/SETUP_INSTRUCTIONS.md     # Detailed setup
 ```
 
 ## 🔑 Key Concepts
@@ -306,6 +306,6 @@ ls docs/
 
 For detailed information, see:
 - **README.md** - Full project documentation
-- **SETUP_INSTRUCTIONS.md** - Detailed setup guide
+- **docs/SETUP_INSTRUCTIONS.md** - Detailed setup guide
 - **docs/** - Component-specific guides
 

README.md

@@ -13,6 +13,7 @@ A production-ready, self-improving speech-to-text system with autonomous error d
 - [Development Workflows](#development-workflows)
 - [Testing](#testing)
 - [Documentation](#documentation)
+- [Tutorials](#tutorials)
 
 ## 🎯 Overview
 
@@ -107,9 +108,7 @@ Adaptive-Self-Learning-Agentic-AI-System/
 │
 ├── requirements.txt              # Python dependencies
 ├── README.md                     # This file
-├── SETUP_INSTRUCTIONS.md         # Detailed setup guide
-├── WEEK1_DELIVERABLES_REPORT.md  # Week 1 completion report
-├── WEEK2_DELIVERABLES_REPORT.md  # Week 2 completion report
+├── docs/SETUP_INSTRUCTIONS.md     # Detailed setup guide
 └── docs/DATA_MANAGEMENT_SYSTEM.md # Data management guide
 ```
 
@@ -756,14 +755,33 @@ python scripts/monitor_gcp_costs.py
 
 ## 📚 Documentation
 
-- **[SETUP_INSTRUCTIONS.md](SETUP_INSTRUCTIONS.md)** - Detailed setup guide
+- **[docs/SETUP_INSTRUCTIONS.md](docs/SETUP_INSTRUCTIONS.md)** - Detailed setup guide
 - **[docs/DATA_MANAGEMENT_SYSTEM.md](docs/DATA_MANAGEMENT_SYSTEM.md)** - Complete data management guide
 - **[docs/QUICK_START_DATA_MANAGEMENT.md](docs/QUICK_START_DATA_MANAGEMENT.md)** - Quick start for data management
 - **[docs/DATA_MANAGEMENT_SYSTEM.md](docs/DATA_MANAGEMENT_SYSTEM.md)** - Complete data management API
 - **[docs/QUICK_START_DATA_MANAGEMENT.md](docs/QUICK_START_DATA_MANAGEMENT.md)** - Quick start for data management
 - **[docs/GCP_SETUP_GUIDE.md](docs/GCP_SETUP_GUIDE.md)** - GCP setup instructions
-- **[WEEK1_DELIVERABLES_REPORT.md](WEEK1_DELIVERABLES_REPORT.md)** - Week 1 completion report
-- **[WEEK2_DELIVERABLES_REPORT.md](WEEK2_DELIVERABLES_REPORT.md)** - Week 2 completion report
+
+## 🎥 Tutorials
+
+### Complete System Overview Video
+
+Watch our comprehensive tutorial video that covers everything you need to get started:
+
+**[📹 Watch Complete Tutorial Video](docs/submission/Presentation_Demo_Tutorial.mp4)**
+
+**What's included in the video:**
+- 🎯 **Project Presentation** - Overview of the Adaptive Self-Learning Agentic AI System
+- 🚀 **System Demo** - Live demonstration of transcription, error detection, and data management
+- 🛠️ **Repository Setup** - Step-by-step guide to setting up the repository and dependencies
+- 💡 **Key Features Walkthrough** - Deep dive into agent system, data management, and fine-tuning
+
+### Additional Tutorial Resources
+
+- **[docs/UI_TUTORIAL.md](docs/UI_TUTORIAL.md)** - Control Panel UI walkthrough
+- **[docs/CONTROL_PANEL_GUIDE.md](docs/CONTROL_PANEL_GUIDE.md)** - Complete control panel guide
+- **[docs/FINETUNING_QUICK_START.md](docs/FINETUNING_QUICK_START.md)** - Fine-tuning tutorial
+- **[QUICK_REFERENCE.md](QUICK_REFERENCE.md)** - Quick command reference
 
 ## 📊 Performance Metrics