Agent_SHIP

Explainable AI Agent-Based Decision Support for Predicting Shipment Delays in Supply Chain.

Quick Start

Install dependencies

pip install -e .

Train the model

python agent/train_ebm.py

Run the application

streamlit run ui/app.py

Key Features

• Shipment delay prediction using machine learning
• Explainable AI using Explainable Boosting Machine (EBM)
• AI agent workflow for decision support
• Natural language explanations using Ollama LLM
• Interactive user interface for predictions
• Email notification via SMTP

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Technologies Used

• Python
• Explainable Boosting Machine (EBM)
• LangGraph (AI agent orchestration)
• Streamlit (User Interface)
• LLM (via local model integration)