A newer version of the Gradio SDK is available: 6.10.0
metadata
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