Create app.py

app.py

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+import numpy as np
+import pandas as pd
+import re
+import json
+import openai
+openai.api_key = st.secrets["open_ai_key"]
+
+user_direction = st.text_area(
+    "Let's get cooking! What are you in the mood for?",
+    value="quick snack, asian style bowl with either noodles or rice, chocolate indulgence, etc.",
+    )
+
+serving_size = st.number_input(
+    "How many people are you cooking for?",
+    min_value=1,
+    max_value=100,
+    value=2,
+    step=1
+)
+
+difficulty = st.radio(
+    "Choose a difficulty level for your recipe.",
+    ["Beginner", "Home Chef", "Professional"],
+    captions = [
+        "Easy recipes with straightforward instructions. Ideal for first-timers or those seeking quick and simple cooking.",
+        "Recipes with some intricate steps that invite a little challenge. Perfect for regular cooks wanting to expand their repertoire with new ingredients and techniques.", 
+        "Complex recipes that demand a high level of skill and precision. Suited for seasoned cooks aspiring to professional-level sophistication and creativity."
+    ])
+
+user_inputs = {
+    "user_direction" : user_direction,
+    "exclusions": "gluten, dairy",
+    "serving_size": 4,
+    "difficulty": "easy"
+}
+
+# define GPT agents
+def generate_recipe(text):
+    context = """Provide me a recipe based on the below user input. The recipe output should contain the following components:
+    - recipe name
+    - serving size
+    - time to make
+    - ingredients list
+    - instructions
+    Output this in a valid JSON object with the following properties:
+    recipe_name (string): the name of the recipe
+    recipe_serving_size (string): the serving size of the recipe (example: "Serving Size: 4 people")
+    recipe_time (string): the amount of time required to make the recipe (example: "Time to Make: 60 minutes (Preparation: 20 minutes, Baking: 40 minutes)")
+    recipe_ingredients (string): python list of ingredients required to make the recipe
+    recipe_instructions (string): python list of instructions to make the recipe
+    """
+    messages = [
+        {"role": "system", "content": context},
+        {"role": "user", "content": text}
+        ]
+    response = openai.ChatCompletion.create(
+        model="gpt-3.5-turbo",
+        messages=messages,
+        temperature=0.2
+    )
+    response_message = response["choices"][0]["message"]
+    return json.loads(response_message["content"])
+
+#generate_recipe(str(user_inputs))