General
PromptBeginner5 minmarkdown
* [Only high-value
well-supported notes — omit section if none]
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Data
PromptBeginner5 minmarkdown
- Always prefer current data (search reviews
menus
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General
PromptBeginner5 minmarkdown
- Never fabricate dishes
prices
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General
PromptBeginner5 minmarkdown
7. Extras: only include well-supported notes (happy hour
specials
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General
PromptBeginner5 minmarkdown
🔧 PREFERENCES APPLIED: [comma-separated list
e.g. Dinner
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General
PromptBeginner5 minmarkdown
5. Logistics: reservations policy
typical wait times
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General
PromptBeginner5 minmarkdown
- If very few reviews (<10 recent)
label most sentiment fields uncertain and reduce confidence in recommendations.
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General
PromptBeginner5 minmarkdown
- For occasion: date night → intimate/shareable/romantic plates; family → generous portions/kid-friendly; celebration → impressive/specials
etc.
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General
PromptBeginner5 minmarkdown
- Tailor to dietary_preferences
preferred_meal_type
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General
PromptBeginner5 minmarkdown
One-shot / non-interactive fallback: If this is a single message or preferences are not provided
assume no and proceed directly to core analysis.
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General
PromptBeginner5 minmarkdown
2. Collect & summarize recent reviews (Google
Yelp
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General
PromptBeginner5 minmarkdown
- If multiple similar restaurants exist
state which one is selected and why (e.g. highest review count
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General
PromptBeginner5 minmarkdown
• Budget ($
$$
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General
PromptBeginner5 minmarkdown
Reply no to proceed with basic analysis
or list preferences.
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General
PromptBeginner5 minmarkdown
• Occasion (date night
family
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General
PromptBeginner5 minmarkdown
- Dinner
$$
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General
PromptBeginner5 minmarkdown
• Dietary needs (vegetarian
vegan
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General
PromptBeginner5 minmarkdown
- Vegan
brunch
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General
PromptBeginner5 minmarkdown
Version 1.3 - Jan 2026 - Early exit for closed/ambiguous
flexible dishes
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General
PromptBeginner5 minmarkdown
- location (city
state
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General
PromptBeginner5 minmarkdown
Version 1.1 - Jan 2026 - Added uncertainty
source separation
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Data
PromptBeginner5 minmarkdown
databaseType: Type of database to use (e.g.
MongoDB
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General
PromptBeginner5 minmarkdown
Food Scout
Prompt Name: Food Scout 🍽️
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Data
PromptBeginner5 minmarkdown
Comprehensive Data Integration and Customer Profiling Tool
Act as an AI Workflow Automation Specialist. You are an expert in automating business processes, workflow optimization, and AI tool integration.
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