Update app-mistral.py

app-mistral.py

@@ -0,0 +1,60 @@
+import os
+from dotenv import load_dotenv
+import gradio as gr
+from langchain_huggingface import HuggingFaceEndpoint
+
+# Load environment variables
+load_dotenv()
+HF_TOKEN = os.getenv("HF_TOKEN")
+
+# Initialize the Hugging Face endpoint
+llm = HuggingFaceEndpoint(
+    repo_id="mistralai/Mistral-7B-Instruct-v0.3",  # Replace with the desired Hugging Face model
+    huggingfacehub_api_token=HF_TOKEN.strip(),
+    temperature=0.7,
+    max_new_tokens=300
+)
+
+# Recipe generation function
+def suggest_recipes(ingredients):
+    prompt = (
+        f"You are an expert chef. Please suggest 3 unique recipes using the following "
+        f"ingredients: {ingredients}. Provide a title for each recipe, include "
+        f"preparation time, and list step-by-step directions."
+    )
+    
+    try:
+        response = llm(prompt)
+        # Format response into multiple recipes
+        generated_text = response.content
+        recipes = generated_text.split("Recipe")
+        structured_recipes = []
+        
+        for i, recipe in enumerate(recipes):
+            if recipe.strip():  # Ensure non-empty recipe
+                structured_recipes.append(f"Recipe {i+1}:\n{recipe.strip()}")
+        
+        return "\n\n".join(structured_recipes)
+    
+    except Exception as e:
+        return f"Error: {e}"
+
+# Gradio interface
+with gr.Blocks() as app:
+    gr.Markdown("# AI Recipe Generator")
+    gr.Markdown("Enter the ingredients you have, and this app will generate 3 unique recipes along with preparation times!")
+    
+    with gr.Row():
+        ingredients_input = gr.Textbox(
+            label="Enter Ingredients (comma-separated):", 
+            placeholder="e.g., eggs, milk, flour"
+        )
+    
+    recipe_output = gr.Textbox(label="Suggested Recipes:", lines=15, interactive=False)
+    
+    generate_button = gr.Button("Get Recipes")
+    
+    generate_button.click(suggest_recipes, inputs=ingredients_input, outputs=recipe_output)
+
+# Launch the app
+app.launch()