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retailopt-decision-agent-pipeline

retailopt-decision-agent-pipeline
optimization
operations-research
retail
agent
pipeline
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RetailOpt Decision Agent Pipeline

Multi-backend decision pipeline for retail supply-chain MILP optimization.

Architecture 

Scenario (NL + JSON) → Family classifier → Codegen router → Solver → Verification

Backends

  • pyomo_generator — deterministic Pyomo codegen
  • minizinc_generator — MiniZinc compiler
  • qwen_coder — Qwen2.5-Coder base
  • sirl_reference — SIRL-Gurobi
  • retailopt_coder — fine-tuned RetailOpt codegen

Problem Families

Inventory, store allocation, procurement, distribution, fulfillment, pricing.

Datasets

Space

retailopt-decision-agent

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