LangGraph Multi-Agent Pipeline
Geographic Clustering
AGENT 1
K-Means spatial clustering using Haversine distance on pickup + drop coordinates
Clusters: --
Time Window Filter
AGENT 2
Filters clusters by delivery time overlap with configurable tolerance
Groups: --
Capacity Optimization
AGENT 3
First-Fit-Decreasing bin-packing into available truck fleet by weight + volume
Bins: --
Scoring & Confidence
AGENT 4
Computes per-group AI confidence and global optimization score (A+ grading)
Score: --
Continuous Learning
AGENT 5
Pattern detection, corridor analysis, actionable optimization insights
Insights: --
Request / Response
REQUEST JSON
RESPONSE
Run pipeline to see response...