Update app.py
Browse files
app.py
CHANGED
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@@ -14,25 +14,6 @@ def encode_image_to_base64(image_path):
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode('utf-8')
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def save_uploaded_image(image):
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"""Save uploaded image to a temporary file and return the path"""
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if image is None:
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return None
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with tempfile.NamedTemporaryFile(delete=False, suffix='.jpg') as temp_file:
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if isinstance(image, dict) and "path" in image:
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with open(image["path"], "rb") as img_file:
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temp_file.write(img_file.read())
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elif isinstance(image, Image.Image):
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image.save(temp_file.name, format="JPEG")
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else:
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try:
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Image.open(image).save(temp_file.name, format="JPEG")
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except Exception:
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return None
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return temp_file.name
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def analyze_single_image(client, img_path):
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"""Analyze a single image to identify ingredients"""
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system_prompt = """You are a culinary expert AI assistant that specializes in identifying ingredients in images.
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@@ -69,28 +50,14 @@ def analyze_single_image(client, img_path):
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except Exception as e:
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return f"Error analyzing image: {str(e)}"
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def get_recipe_suggestions(api_key,
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"""Get recipe suggestions based on the uploaded images of ingredients"""
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if not api_key:
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return "Please provide your Together API key."
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if not
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return "Please upload at least one image of ingredients."
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valid_images = [img for img in images if img is not None]
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if len(valid_images) == 0:
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return "No valid images were uploaded. Please try again."
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image_paths = []
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for img in valid_images:
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img_path = save_uploaded_image(img)
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if img_path:
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image_paths.append(img_path)
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if not image_paths:
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return "Failed to process the uploaded images."
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try:
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client = Together(api_key=api_key)
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@@ -136,12 +103,6 @@ def get_recipe_suggestions(api_key, images, num_recipes=3, dietary_restrictions=
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temperature=0.7
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)
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for img_path in image_paths:
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try:
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os.unlink(img_path)
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except:
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pass
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result = "## π Ingredients Identified\n\n"
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result += combined_ingredients
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result += "\n\n---\n\n"
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@@ -149,15 +110,21 @@ def get_recipe_suggestions(api_key, images, num_recipes=3, dietary_restrictions=
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result += response.choices[0].message.content
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return result
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except Exception as e:
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for img_path in image_paths:
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try:
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os.unlink(img_path)
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except:
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pass
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return f"Error: {str(e)}"
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custom_css = """
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@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600;700&display=swap');
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:root {
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@@ -472,19 +439,8 @@ with gr.Blocks(css=custom_css) as app:
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gr.HTML(html_footer)
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def update_gallery(files):
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if not files:
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return gr.Gallery.update(visible=False)
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return gr.Gallery.update(value=[file.name for file in files], visible=True)
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file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
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def process_recipe_request(api_key, files, num_recipes, dietary_restrictions, cuisine_preference):
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if not files:
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return "Please upload at least one image of ingredients."
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images = [file.name for file in files]
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return get_recipe_suggestions(api_key, images, num_recipes, dietary_restrictions, cuisine_preference)
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submit_button.click(
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fn=process_recipe_request,
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inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
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with open(image_path, "rb") as image_file:
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return base64.b64encode(image_file.read()).decode('utf-8')
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def analyze_single_image(client, img_path):
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"""Analyze a single image to identify ingredients"""
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system_prompt = """You are a culinary expert AI assistant that specializes in identifying ingredients in images.
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except Exception as e:
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return f"Error analyzing image: {str(e)}"
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def get_recipe_suggestions(api_key, image_paths, num_recipes=3, dietary_restrictions="None", cuisine_preference="Any"):
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"""Get recipe suggestions based on the uploaded images of ingredients"""
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if not api_key:
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return "Please provide your Together API key."
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if not image_paths or len(image_paths) == 0:
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return "Please upload at least one image of ingredients."
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try:
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client = Together(api_key=api_key)
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temperature=0.7
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)
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result = "## π Ingredients Identified\n\n"
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result += combined_ingredients
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result += "\n\n---\n\n"
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result += response.choices[0].message.content
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return result
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except Exception as e:
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return f"Error: {str(e)}"
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def update_gallery(files):
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"""Update the gallery with uploaded image paths"""
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if not files or len(files) == 0:
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return gr.update(visible=False)
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return gr.update(value=files, visible=True)
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def process_recipe_request(api_key, files, num_recipes, dietary_restrictions, cuisine_preference):
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"""Process the recipe request with uploaded files"""
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if not files:
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return "Please upload at least one image of ingredients."
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return get_recipe_suggestions(api_key, files, num_recipes, dietary_restrictions, cuisine_preference)
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custom_css = """
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@import url('https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600;700&display=swap');
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:root {
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gr.HTML(html_footer)
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file_upload.change(fn=update_gallery, inputs=file_upload, outputs=image_input)
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submit_button.click(
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fn=process_recipe_request,
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inputs=[api_key_input, file_upload, num_recipes, dietary_restrictions, cuisine_preference],
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