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[Completed] SDS CP #17 - AI Recipe Wizard

Project Overview

The AI Recipe Wizard is an application that uses Generative AI to create recipes based on user-provided ingredients. The project will leverage pre-trained language models to generate recipes and an image generation model to visualize the final dish. The app will be deployed using Streamlit as a user facing application.

Project Objectives

  1. Recipe Generation: Use a pre-trained Generative AI model to create unique recipes (including titles, ingredients, and steps).

  2. Image Generation: Use an AI model like DALLĀ·E or Stable Diffusion to create a representative image of the recipe.

  3. User Interaction: Build a Streamlit app where users can input ingredients and view generated recipes and images.

  4. Scalability (Optional): Ensure the app is modular, allowing for future enhancements (e.g., dietary preferences, additional APIs).

Project Deliverables

  1. Functional Streamlit Application:

    • A working web-based app deployed locally or on a cloud platform (e.g., Streamlit Community Cloud).

  2. Recipe Generation Backend:

    • Integration with a pre-trained model like Falcon-7B or GPT-4 for recipe generation.

  3. Image Generation Backend:

    • Integration with DALLĀ·E or Stable Diffusion for image creation.

  4. Documentation:

    • Code documentation for easy understanding and maintenance.

    • User guide detailing how to use the application.

  5. Deployment Setup:

    • Deployment instructions for running the app on local systems or cloud platforms.


Link to GitHub: https://github.com/SuperDataScience-Community-Projects/SDS-CP017-ai-recipe-wizard

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