chatbot

app.py

@@ -1,112 +1,34 @@
 import gradio as gr
 import requests
 
-SPOONACULAR_API_KEY = "71259036cfb3405aa5d49c1220a988c5"
-recipe_id_map = {}
+from huggingface_hub import InferenceClient
+import requests
+
+API_KEY = "71259036cfb3405aa5d49c1220a988c5"
+client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
 
-# Search recipes
-def search_recipes(ingredient, cuisine, dietary):
-    global recipe_id_map
+def get_recipe(cuisine, ingredient, diet):
     url = "https://api.spoonacular.com/recipes/complexSearch"
     params = {
-        "query": ingredient,
         "cuisine": cuisine,
-        "diet": dietary,
-        "number": 3,
-        "apiKey": SPOONACULAR_API_KEY
+        "includeIngredients": ingredient,
+        "diet": diet,
+        "number": 1,
+        "addRecipeInformation": True,
+        "apiKey": API_KEY
     }
-    res = requests.get(url, params=params)
-    data = res.json()
-
-    if "results" not in data or not data["results"]:
-        recipe_id_map = {}
-        return gr.update(choices=[], visible=True, label="No recipes found"), gr.update(value="No recipes found.")
-
-    recipe_id_map = {r["title"]: r["id"] for r in data["results"]}
-    return gr.update(choices=list(recipe_id_map.keys()), visible=True), gr.update(value="Select a recipe from the dropdown.")
-
-# Get recipe details
-def get_recipe_details(selected_title):
-    if not selected_title or selected_title not in recipe_id_map:
-        return "Please select a valid recipe."
-
-    recipe_id = recipe_id_map[selected_title]
-    url = f"https://api.spoonacular.com/recipes/{recipe_id}/information"
-    params = {"apiKey": SPOONACULAR_API_KEY}
-    res = requests.get(url, params=params)
-    data = res.json()
-
-    title = data.get("title", "Unknown Title")
-    time = data.get("readyInMinutes", "N/A")
-    instructions = data.get("instructions") or "No instructions available."
 
-    return f"### 🍽️ {title}\n**⏱️ Cook Time:** {time} minutes\n\n**📋 Instructions:**\n{instructions}"
-
-# Handle chatbot questions
-def ask_recipe_bot(message, history):
-    # Try to find a recipe ID from previous dropdown results
-    if not recipe_id_map:
-        return "Please use the dropdown tab first to search for a recipe."
-
-    # Use the first recipe ID from the map
-    recipe_id = list(recipe_id_map.values())[0]
-    url = f"https://api.spoonacular.com/recipes/{recipe_id}/nutritionWidget.json"
-    params = {"apiKey": SPOONACULAR_API_KEY}
     res = requests.get(url, params=params)
-    
-    if res.status_code != 200:
-        return "Sorry, I couldn't retrieve nutrition info."
-
     data = res.json()
-    calories = data.get("calories", "N/A")
-    carbs = data.get("carbs", "N/A")
-    protein = data.get("protein", "N/A")
-    fat = data.get("fat", "N/A")
-
-    if "calorie" in message.lower():
-        return f"This recipe has {calories}."
-    elif "protein" in message.lower():
-        return f"It contains {protein}."
-    elif "carb" in message.lower():
-        return f"It has {carbs}."
-    elif "fat" in message.lower():
-        return f"The fat content is {fat}."
-    elif "scale" in message.lower() or "double" in message.lower():
-        return "You can scale ingredients by multiplying each quantity. For example, to double the recipe, multiply every amount by 2."
-    elif "substitute" in message.lower():
-        return "Let me know the ingredient you'd like to substitute, and I’ll try to help!"
-    else:
-        return "You can ask about calories, protein, carbs, fat, substitutes, or scaling tips."
-
-# Gradio layout
-with gr.Blocks() as demo:
-    gr.Markdown("## 🧠🍴 The BiteBot")
-
-    with gr.Tabs():
-        with gr.Tab("Search Recipes"):
-            with gr.Row():
-                ingredient = gr.Textbox(label="Preferred Ingredient")
-                cuisine = gr.Textbox(label="Preferred Cuisine")
-                diet = gr.Textbox(label="Dietary Restrictions")
-
-            search_button = gr.Button("Search Recipes")
-            recipe_dropdown = gr.Dropdown(label="Select a recipe", visible=False)
-            recipe_output = gr.Markdown()
-
-            search_button.click(
-                fn=search_recipes,
-                inputs=[ingredient, cuisine, diet],
-                outputs=[recipe_dropdown, recipe_output]
-            )
-
-            recipe_dropdown.change(
-                fn=get_recipe_details,
-                inputs=recipe_dropdown,
-                outputs=recipe_output
-            )
-
-        with gr.Tab("Ask BiteBot"):
-            chatbot = gr.ChatInterface(fn=ask_recipe_bot, chatbot=gr.Chatbot(height=300))
-            gr.Markdown("💬 Ask about calories, macros, scaling, or substitutions. (Run a recipe search first!)")
-
-demo.launch()
+    if not data.get("results"):
+        return None, None
+
+    recipe = data["results"][0]
+    title = recipe["title"]
+    instructions = recipe.get("instructions", "No instructions provided.")
+    return title, instructions
+
+def reword_instruction(instructions):
+    prompt = f"Reword these cooking instructions to sound friendly and helpful:\n\n{instructions}"
+    response = client.text_generation(prompt=prompt, max_new_tokens=200, temperature=0.7)
+    return response.strip()