CohereHackathon3

Recipe generator using cohere and annoy, built for the Cohere AI Hackathon #3.

Quickstart

Install dependencies: pip install -r requirements.txt

You'll need to make a .env file. Place it in the root directory. It should contain your api key as follows:

API-KEY=<your-api-key>

To run the application:

python main.py

You'll be prompted with

What ingredients do you have?

Enter the ingredients in lower case separated by semicolon-space, eg: tomatoes; onions; etc.;. The output will be 3 lines:

1. The name of the generated recipe
2. The additional ingredients (formatted as a list)
3. The directions (formatted as a list)

Data

An example file for the data can be found in ./test_recipes.csv. It is a csv file with 1000 recipes. The util.py module contains a function load_recipes() that accepts a filepath and returns a pandas.DataFrame containing the columns

• ingredients: List[str]
• steps: List[str]
• name: str

TODO

• Come up with a catchy name
• Suggest ingredients boolean: Whether to add ingredients or not

Streamlit app

You can start application by typing streamlit run streamlit_app.py in the console.