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Hospitality
Text-to-UI

Extract and categorize raw menu text, and use LLMs to render the UI for applications like POS software.

Input Variables
Raw menu text
Grilled Chicken Alfredo Options: Gluten-free noodles +$2, Extra parmesan +$1, Swap for shrimp +$3, Tofu +$2, Spicy +$0.50 Margherita Pizza Options: Cauliflower crust +$3, Extra cheese +$2, Vegan cheese +$2, Gluten-free crust +$2 Beef Tacos Options: Corn or flour tortillas, Swap for chicken +$1, Jackfruit +$2, Guac +$1.50, Sour cream +$1, Jalapeños +$0.50 Caesar Salad Options: Add chicken +$3, Shrimp +$4, Tofu +$2, Dairy-free dressing +$1, Gluten-free croutons +$1, Extra anchovies +$2 Spaghetti Bolognese Options: Whole wheat or gluten-free pasta +$2, Turkey +$2, Plant-based +$3, Extra sauce +$1, Spicy +$0.50 Vegetarian Burrito Options: Vegan (omit cheese/sour cream), Guac +$1.50, White or brown rice, Spicy salsa +$0.50 Cheeseburger Options: Beef, chicken, or veggie patty, Gluten-free bun +$2, Bacon +$2, Avocado +$2, No cheese (dairy-free) -$1 Tom Yum Soup Options: Shrimp +$3, Chicken +$2, Tofu +$2, Spicy broth +$1, Extra mushrooms +$1, Cilantro +$0.50, Gluten-free +$1 Pad Thai Options: Chicken, shrimp +$2, Tofu +$2, Gluten-free noodles +$2, Extra peanuts +$1, Lime +$0.50, Vegan +$1 Greek Salad Options: Add chicken +$3, Shrimp +$4, Tofu +$2, No feta (vegan), Extra olives +$1, Cucumbers +$1, Lemon vinaigrette or traditional
Run the prompt to see the model response...

Grilled Chicken Alfredo Options: Gluten-free noodles +$2, Extra parmesan +$1, Swap for shrimp +$3, Tofu +$2, Spicy +$0.50 Margherita Pizza Options: Cauliflower crust +$3, Extra cheese +$2, Vegan cheese +$2, Gluten-free crust +$2 Beef Tacos Options: Corn or flour tortillas, Swap for chicken +$1, Jackfruit +$2, Guac +$1.50, Sour cream +$1, Jalapeños +$0.50 Caesar Salad Options: Add chicken +$3, Shrimp +$4, Tofu +$2, Dairy-free dressing +$1, Gluten-free croutons +$1, Extra anchovies +$2 Spaghetti Bolognese Options: Whole wheat or gluten-free pasta +$2, Turkey +$2, Plant-based +$3, Extra sauce +$1, Spicy +$0.50 Vegetarian Burrito Options: Vegan (omit cheese/sour cream), Guac +$1.50, White or brown rice, Spicy salsa +$0.50 Cheeseburger Options: Beef, chicken, or veggie patty, Gluten-free bun +$2, Bacon +$2, Avocado +$2, No cheese (dairy-free) -$1 Tom Yum Soup Options: Shrimp +$3, Chicken +$2, Tofu +$2, Spicy broth +$1, Extra mushrooms +$1, Cilantro +$0.50, Gluten-free +$1 Pad Thai Options: Chicken, shrimp +$2, Tofu +$2, Gluten-free noodles +$2, Extra peanuts +$1, Lime +$0.50, Vegan +$1 Greek Salad Options: Add chicken +$3, Shrimp +$4, Tofu +$2, No feta (vegan), Extra olives +$1, Cucumbers +$1, Lemon vinaigrette or traditional

Convert raw menu text into structured JSON format for easier processing, integration, and use in applications.

Use LLMs to convert the JSON into clean, beautiful HTML that’s ready to bring your UI to life.

Use Base64 encoding to convert the data into a safe, text-based format for embedding in URLs, allowing it to be decoded and used, like rendering HTML or images, directly from the link.

How it works
step
1
Convert to JSON

Convert raw menu text into structured JSON format for easier processing, integration, and use in applications.

step
2
Convert to HTML

Use LLMs to convert the JSON into clean, beautiful HTML that’s ready to bring your UI to life.

step
3
Encodes in Base64 and appends to a URL

Use Base64 encoding to convert the data into a safe, text-based format for embedding in URLs, allowing it to be decoded and used, like rendering HTML or images, directly from the link.

Tools used
Tools
Data Extraction
Integration
UI render
Parser

Customize this workflow

1/ Parse PDFs or image files

2/ Invoke APIs, add the outputs to your database

3/ Use execution history to create test suites for quantitative evaluation

4/ Flag for human review under certain conditions

5/ Compare different models to optimize cost and speed

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