https://github.com/saba-gul/generating-recipes-from-food-images-using-langchain-and-openai

Generating Recipes from Food Images Using LangChain and OpenAI and Converting them into Audio
https://github.com/saba-gul/generating-recipes-from-food-images-using-langchain-and-openai

genai-usecase generative-ai huggingface-transformers langchain llms openai-api

Last synced: about 2 months ago
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Generating Recipes from Food Images Using LangChain and OpenAI and Converting them into Audio

• Host: GitHub
• URL: https://github.com/saba-gul/generating-recipes-from-food-images-using-langchain-and-openai
• Owner: Saba-Gul
• Created: 2024-07-31T04:26:57.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-07-31T05:03:35.000Z (5 months ago)
• Last Synced: 2024-08-01T06:31:00.320Z (5 months ago)
• Topics: genai-usecase, generative-ai, huggingface-transformers, langchain, llms, openai-api
• Language: Jupyter Notebook
• Homepage:
• Size: 1.41 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# AI-Powered Recipe Generator and Audio Guide

This project combines the power of AI models from Hugging Face, LangChain, and OpenAI to create a seamless cooking assistant. With this tool, you can input an image of a dish, generate a detailed recipe, and listen to audio instructions for an enhanced cooking experience.

## Features

- **Image-to-Text Conversion:** Uses Hugging Face's blip-image-captioning-base model to describe the dish from an image.

- **Recipe Generation:** Utilizes OpenAI's GPT-3.5 to generate a list of ingredients and step-by-step cooking instructions based on the image caption.

- **Text-to-Speech Conversion:** Converts the generated recipe into audio using gtts for easy listening while cooking.

  ![Alt text](recipie.jpeg)