---
title: Delivery Optimization Agent
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.49.1
app_file: app.py
pinned: false
license: mit
python_version: 3.11
---

# Delivery Optimization Agent

Real-time route planning and optimization system powered by OpenStreetMap and AI agents.

## Features

- **Interactive Route Maps** - Visual turn-by-turn directions using Folium
- **Smart Cost Optimization** - Real-world pricing based on vehicle type, distance, and traffic
- **Traffic Analysis** - Live traffic patterns and optimal departure times
- **Multiple Routes** - Compare alternative routes and choose the best one

## How It Works

This agent uses:
- **OpenStreetMap (OSRM)** for routing
- **Nominatim** for geocoding
- **DeepAgents** for AI orchestration
- **Groq LLaMA** for natural language understanding

## Example Queries

```
Plan route from Mumbai, Maharashtra to Pune, Maharashtra
Calculate cost for 500kg delivery from Delhi to Jaipur
Check traffic between Bangalore and Chennai
Find optimal route from Kolkata to Bhubaneswar with 1000kg cargo
```

## Architecture

The system uses multiple specialized sub-agents:
- **Route Agent**: Plans optimal routes using OpenStreetMap
- **Cost Agent**: Calculates delivery costs based on multiple factors
- **Traffic Agent**: Analyzes real-time traffic patterns
- **Coordinator**: Synthesizes information into actionable recommendations

## Environment Variables

Set these in Space settings:
- `GROQ_API_KEY`: Your Groq API key
---

Built using DeepAgents, LangChain, and OpenStreetMap