Update agents/planner.py
Browse files- agents/planner.py +79 -34
agents/planner.py
CHANGED
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@@ -1,40 +1,26 @@
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def detect_intent(message: str):
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"""
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A robust, rule-based classifier for warehouse tasks.
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Returns one of:
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- "slotting"
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- "picking"
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- "report"
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- "forecast"
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"""
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msg = message.lower().strip()
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# -----------------------------
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#
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# -----------------------------
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slot_keywords = [
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"slot", "slotting", "putaway", "storage location",
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"rearrange items", "reorganize racks", "optimize space",
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"velocity", "sku placement", "bin allocation"
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]
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# -----------------------------
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# PICKING KEYWORDS
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# -----------------------------
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pick_keywords = [
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"pick", "picking", "route", "path", "walk sequence",
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"shortest path", "aisle", "rack", "order fulfillment",
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"picklist"
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]
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# -----------------------------
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# FULL REPORT KEYWORDS
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# -----------------------------
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report_keywords = [
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"full report", "overall performance", "warehouse report",
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"summary", "end to end", "combined", "complete report",
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"all optimizations"
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]
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# -----------------------------
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@@ -42,25 +28,75 @@ def detect_intent(message: str):
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# -----------------------------
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forecast_keywords = [
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"forecast", "predict", "demand", "future usage",
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"consumption trend", "
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"
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]
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# -----------------------------
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# REPLENISHMENT KEYWORDS
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# -----------------------------
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replenish_keywords = [
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"replenish", "refill", "stock level", "
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"
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]
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# -----------------------------
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# PRIORITY ORDER:
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# 1. Full report
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# 2.
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# 3.
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# 4.
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#
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if any(k in msg for k in report_keywords):
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return "report"
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@@ -68,15 +104,24 @@ def detect_intent(message: str):
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if any(k in msg for k in forecast_keywords):
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return "forecast"
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if any(k in msg for k in slot_keywords):
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return "slotting"
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if any(k in msg for k in pick_keywords):
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return "picking"
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if any(k in msg for k in replenish_keywords):
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return "replenishment"
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# -----------------------------
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# UNKNOWN → DEFAULT TO REPORT
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# -----------------------------
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def detect_intent(message: str):
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"""
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+
A robust, rule-based classifier for warehouse AI tasks.
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Returns one of:
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- "slotting"
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- "picking"
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- "forecast"
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- "replenishment"
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- "rebalancing"
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- "workforce"
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- "dock"
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- "report"
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"""
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msg = message.lower().strip()
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# -----------------------------
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# FULL REPORT KEYWORDS (Highest Priority)
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# -----------------------------
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report_keywords = [
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"full report", "overall performance", "warehouse report",
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"summary", "end to end", "combined", "complete report",
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"all optimizations", "generate full report"
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]
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# -----------------------------
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# -----------------------------
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forecast_keywords = [
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"forecast", "predict", "demand", "future usage",
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"consumption trend", "estimate usage", "project demand",
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"usage forecast"
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]
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# -----------------------------
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# REPLENISHMENT KEYWORDS
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# -----------------------------
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replenish_keywords = [
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"replenish", "refill", "stock level", "stock levels",
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"stockout", "stock-out", "low stock", "running low",
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"replenishment", "min max", "restock", "safety stock"
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]
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# -----------------------------
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# INVENTORY REBALANCING KEYWORDS
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# -----------------------------
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rebalancing_keywords = [
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"rebalance", "redistribute", "inventory balancing",
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"zone balancing", "congestion", "reduce aisle load",
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"balance inventory", "redistribution"
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]
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# -----------------------------
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# WORKFORCE OPTIMIZATION KEYWORDS
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# -----------------------------
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workforce_keywords = [
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"workforce", "staff", "labour", "labor", "manpower",
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"how many workers", "allocate workers", "workload",
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"staffing requirement", "optimize workforce"
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]
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# -----------------------------
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# DOCK SCHEDULING KEYWORDS
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# -----------------------------
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dock_keywords = [
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"dock", "dock scheduling", "loading bay", "unloading",
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"assign dock", "dock allocation", "door scheduling",
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"truck scheduling"
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]
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# -----------------------------
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# SLOTING KEYWORDS
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# -----------------------------
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slot_keywords = [
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"slot", "slotting", "putaway", "storage location",
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+
"rearrange items", "reorganize racks", "optimize space",
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+
"velocity", "sku placement", "bin allocation"
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]
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# -----------------------------
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# PICKING KEYWORDS
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# -----------------------------
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pick_keywords = [
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"pick", "picking", "route", "path", "walk sequence",
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"shortest path", "aisle", "rack", "order fulfillment",
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"picklist"
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]
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# -----------------------------
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# PRIORITY ORDER:
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# 1. Full report
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# 2. Forecast
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# 3. Replenishment
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# 4. Rebalancing
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# 5. Workforce
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# 6. Dock Scheduling
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# 7. Slotting
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# 8. Picking
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# -----------------------------
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if any(k in msg for k in report_keywords):
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return "report"
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if any(k in msg for k in forecast_keywords):
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return "forecast"
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if any(k in msg for k in replenish_keywords):
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return "replenishment"
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if any(k in msg for k in rebalancing_keywords):
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return "rebalancing"
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if any(k in msg for k in workforce_keywords):
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return "workforce"
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if any(k in msg for k in dock_keywords):
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return "dock"
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if any(k in msg for k in slot_keywords):
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return "slotting"
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if any(k in msg for k in pick_keywords):
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return "picking"
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# -----------------------------
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# UNKNOWN → DEFAULT TO REPORT
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# -----------------------------
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