Update app.py

app.py

@@ -0,0 +1,99 @@
+import gradio as gr
+from groq import Groq
+import base64
+import os
+
+# -----------------------------
+# Initialize Groq Client
+# -----------------------------
+client = Groq(api_key=os.environ.get("GROQ_API_KEY"))
+
+# -----------------------------
+# Function: Analyze Image
+# -----------------------------
+def analyze_ingredients(image):
+    with open(image, "rb") as f:
+        image_bytes = f.read()
+
+    base64_image = base64.b64encode(image_bytes).decode("utf-8")
+
+    response = client.chat.completions.create(
+        model="llama-3.2-11b-vision-preview",
+        messages=[
+            {
+                "role": "user",
+                "content": [
+                    {
+                        "type": "text",
+                        "text": "Identify food ingredients in this image. Return only comma separated list."
+                    },
+                    {
+                        "type": "image_url",
+                        "image_url": {
+                            "url": f"data:image/jpeg;base64,{base64_image}"
+                        }
+                    }
+                ]
+            }
+        ],
+        temperature=0.3,
+        max_tokens=300,
+    )
+
+    return response.choices[0].message.content
+
+
+# -----------------------------
+# Function: Generate Recipe
+# -----------------------------
+def generate_recipe(ingredients):
+
+    response = client.chat.completions.create(
+        model="llama-3.2-11b-text-preview",
+        messages=[
+            {
+                "role": "user",
+                "content": f"Suggest a simple recipe using these ingredients: {ingredients}"
+            }
+        ],
+        temperature=0.7,
+        max_tokens=500,
+    )
+
+    return response.choices[0].message.content
+
+
+# -----------------------------
+# Full Pipeline
+# -----------------------------
+def cooking_assistant(image):
+
+    ingredients = analyze_ingredients(image)
+    recipe = generate_recipe(ingredients)
+
+    return ingredients, recipe
+
+
+# -----------------------------
+# Gradio UI
+# -----------------------------
+with gr.Blocks() as demo:
+
+    gr.Markdown("# 🍳 AI Cooking Assistant (LLaMA 3.2 Vision + Groq)")
+    gr.Markdown("Upload an image of ingredients and get a recipe instantly.")
+
+    with gr.Row():
+        image_input = gr.Image(type="filepath", label="Upload Ingredient Image")
+
+    ingredients_output = gr.Textbox(label="Detected Ingredients")
+    recipe_output = gr.Textbox(label="Suggested Recipe", lines=10)
+
+    btn = gr.Button("Generate Recipe")
+
+    btn.click(
+        fn=cooking_assistant,
+        inputs=image_input,
+        outputs=[ingredients_output, recipe_output]
+    )
+
+demo.launch()