helixml / demo-recipes

Recipe Generation Process - helixml/demo-recipes

The Recipe Generation Process for the demo-recipes project involves the following steps:

  1. User Input: The process begins when a user inputs their preferences or requirements. This could be ingredients they want to use, dietary restrictions, or cuisine type. The user’s input is captured through a form in the frontend. (Source: Introduction to Chef on Windows)

  2. Fetching Recipes: The user’s input is then used to fetch relevant recipes. This is done by making a request to the Spoonacular API, which provides access to a large database of recipes. The API request includes the user’s input as parameters. (Source: Bytesize: 3 unusual uses of AI)

  3. Delivering Results: The fetched recipes are then processed and displayed to the user in the frontend. This involves formatting the recipe data into user-friendly cards, each containing the recipe name, image, and a link to the full recipe. (Source: Organize your cooking with an open source recipe manager)

Here are some possible options and examples for each step:

User Input

  • Ingredient search: User inputs a specific ingredient they want to use in the recipe. Example: “chicken”.
  • Dietary restriction: User selects a dietary restriction such as “vegan” or “gluten-free”. Example: “vegan”.
  • Cuisine type: User selects a cuisine type such as “Italian” or “Mexican”. Example: “Italian”.

Fetching Recipes

  • The Spoonacular API is called with the user’s input as parameters. Example API request: https://api.spoonacular.com/recipes/findByIngredients?ingredients=chicken&number=10&apiKey=<API_KEY>.
  • The API response contains a list of recipes that match the user’s input. Each recipe includes details such as the name, image, and instructions.

Delivering Results

  • The fetched recipes are formatted into user-friendly cards. Example:
<div class="recipe-card">
<img src="recipe-image-url" alt="Recipe Image" />
<h2>Recipe Name</h2>
<a href="recipe-url">View Recipe</a>
</div>
  • The recipe cards are displayed in the frontend. Example:
<div class="recipe-list">
<!-- Recipe card 1 -->
<div class="recipe-card">
<img src="recipe-image-url" alt="Recipe Image" />
<h2>Recipe Name</h2>
<a href="recipe-url">View Recipe</a>
</div>

<!-- Recipe card 2 -->
<div class="recipe-card">
<img src="recipe-image-url" alt="Recipe Image" />
<h2>Recipe Name</h2>
<a href="recipe-url">View Recipe</a>
</div>

<!-- More recipe cards... -->
</div>

(Source: demo-recipes project)