app.py

import gradio as gr
from langchain_community.llms import Ollama

ollama = Ollama(base_url='http://127.0.0.1:11434', model="mistral", top_k="10", temperature="0.3")

def recipe_generator(text):
    return ollama.invoke("generate a single recipe for: '" + text + "' if a proper dish name was not provided, output error")

iface = gr.Interface(
    fn=recipe_generator,
    inputs=gr.Textbox(label="Enter dish name", placeholder="Start typing..."),
    outputs=gr.Textbox(label="Generated Recipe"),
    title="Dish to Recipe Generator",
    description="Enter a dish you would like a recipe for (*you may also enter dietary restrictions and preferred cooking methods)",
)

# Launch the Gradio interface
iface.launch()