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content/learning-paths/cross-platform/multimodel_mnn_v9/6_mnn_restock_ticket.md

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This module reuses the same assets from the previous examples:
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- shelf image: `~/mnn/assets/Pet_Food_Aisle.jpg.jpg`
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- shelf image: `~/mnn/assets/Pet_Food_Aisle.jpg`
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- voice note: `~/mnn/assets/restock_note.wav`
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{{% notice Note %}}
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```bash
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cat > ~/mnn/prompt_final_multimodal.txt <<'EOF'
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<img>/home/radxa/mnn/assets/Pet_Food_Aisle.jpg.jpg</img> <audio>/home/radxa/mnn/assets/restock_note.wav</audio> You are an on-device retail replenishment assistant. Use the IMAGE to estimate facing coverage for the main LEFT shelf by level as high|medium|low and pick a priority zone. Use the AUDIO to extract item requests including quantities, zones, deadline, and substitution policy. Output EXACTLY ONE line using bullet-style segments separated by semicolons: Restock ticket; - Location: pet food aisle left shelf; - Coverage: top=<high|medium|low>, middle=<high|medium|low>, bottom=<high|medium|low>; - Priority zone: <top|middle|bottom>-<left|center|right>; - Task 1: <generic item> | qty <number or NOT_SURE> | zone <top|middle|bottom>-<left|center|right or NOT_SURE>; - Task 2: <generic item> | qty <number or NOT_SURE> | zone <top|middle|bottom>-<left|center|right or NOT_SURE>; - Deadline: <time or NOT_SURE>; - Substitution: <use similar substitute|no substitute|NOT_SURE>; - Notes: <short operational note>; - Confidence: <high|medium|low>. Rules: Qty/Deadline/Substitution must come from audio; if audio contains explicit numbers you must output them.
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<img>/home/radxa/mnn/assets/Pet_Food_Aisle.jpg</img> <audio>/home/radxa/mnn/assets/restock_note.wav</audio> You are an on-device retail replenishment assistant. Use the IMAGE to estimate facing coverage for the main LEFT shelf by level as high|medium|low and pick a priority zone. Use the AUDIO to extract item requests including quantities, zones, deadline, and substitution policy. Output EXACTLY ONE line using bullet-style segments separated by semicolons: Restock ticket; - Location: pet food aisle left shelf; - Coverage: top=<high|medium|low>, middle=<high|medium|low>, bottom=<high|medium|low>; - Priority zone: <top|middle|bottom>-<left|center|right>; - Task 1: <generic item> | qty <number or NOT_SURE> | zone <top|middle|bottom>-<left|center|right or NOT_SURE>; - Task 2: <generic item> | qty <number or NOT_SURE> | zone <top|middle|bottom>-<left|center|right or NOT_SURE>; - Deadline: <time or NOT_SURE>; - Substitution: <use similar substitute|no substitute|NOT_SURE>; - Notes: <short operational note>; - Confidence: <high|medium|low>. Rules: Qty/Deadline/Substitution must come from audio; if audio contains explicit numbers you must output them.
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EOF
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```
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