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Case Studies

LLM - Recipe Digest

LLM - Recipe Digest

Objective

To develop an automated platform that extracts recipe ingredients, preparation details, and nutritional values from various formats (blogs, images, videos, and audio) and integrates them into a shopping cart.

Solution

The system uses:

  • Web scraping & NLP to extract structured data from recipe sites.
  • AI-powered learning loop to refine parsing accuracy based on user feedback.
  • Grouping & categorization of ingredients, preparation steps, and metadata for seamless storage.

Impact

This solution automated recipe extraction, enhanced user experience, and streamlined grocery shopping, allowing efficient ingredient selection and improved meal planning through AI-driven insights.

Client: Startup for Recipe Management, USA

Technology Used

Rest API development Web scrapping NLP Python. BeautifulSoup spacy PyTorch