Upload recipe_app.py

recipe_app.py

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+import streamlit as st
+import openai
+from PIL import Image
+import io
+import base64
+import os
+
+openai.api_key = "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"
+
+def generate_recipe(image_file):
+    try:
+        # Convert uploaded image to base64
+        img = Image.open(image_file)
+        buffered = io.BytesIO()
+        img.save(buffered, format="JPEG")
+        img_base64 = base64.b64encode(buffered.getvalue()).decode('utf-8')
+
+        response = openai.chat.completions.create(
+            model="gpt-4o", #Correct Model.
+            messages=[
+                {
+                    "role": "user",
+                    "content": [
+                        {"type": "text", "text": "What is this food? Generate a recipe for it."},
+                        {
+                            "type": "image_url",
+                            "image_url": {
+                                "url": f"data:image/jpeg;base64,{img_base64}"
+                            },
+                        },
+                    ],
+                }
+            ],
+            max_tokens=500,
+        )
+        return response.choices[0].message.content.strip()
+    except Exception as e:
+        st.error(f"An error occurred: {e}")
+        return None
+
+st.title("Recipe from Image")
+
+url='https://jonascleveland.com/wp-content/uploads/2023/08/12-Best-AI-Recipe-Generators-The-Culinary-Revolution-in-the-Digital-Era-2.png'
+st.image(url,width=800,)
+st.markdown(f"""
+<style>
+    /* Set the background image for the entire app */
+    .stApp {{
+        # background-image: url("https://i.pinimg.com/736x/29/51/8d/29518df9a720818938a3a58cf6c026df.jpg");
+        background-color: #A9A9A9;
+        background-size: 100px;
+        background-repeat:no;
+        background-attachment: auto;
+        background-position:center;
+    }}
+</style>
+""", unsafe_allow_html=True)
+uploaded_file = st.file_uploader("Upload an image", type=["jpg", "jpeg", "png"])
+
+if uploaded_file:
+    with st.spinner("Generating recipe..."):
+        recipe = generate_recipe(uploaded_file)
+        if recipe:
+            st.write(recipe)