Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -103,12 +103,29 @@ def chat_handler(prompt, user_image, chat_history, output_filename="generated_im
|
|
103 |
|
104 |
return chat_history, user_image, img, ""
|
105 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
106 |
# Create Gradio interface
|
107 |
with gr.Blocks(title="Image Editing Chatbot") as demo:
|
108 |
gr.Markdown("# Image Editing Chatbot")
|
109 |
gr.Markdown("Upload an image and/or type a prompt to generate or edit an image using Google's Gemini model")
|
110 |
|
111 |
-
# Chatbot display area for text messages
|
112 |
chatbot = gr.Chatbot(
|
113 |
label="Chat",
|
114 |
height=300,
|
@@ -142,9 +159,43 @@ with gr.Blocks(title="Image Editing Chatbot") as demo:
|
|
142 |
)
|
143 |
generate_btn = gr.Button("Generate Image")
|
144 |
|
|
|
|
|
|
|
|
|
145 |
# State to maintain chat history
|
146 |
chat_state = gr.State([])
|
147 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
148 |
# Connect the button to the chat handler
|
149 |
generate_btn.click(
|
150 |
fn=chat_handler,
|
|
|
103 |
|
104 |
return chat_history, user_image, img, ""
|
105 |
|
106 |
+
# Function to update chat history with thumbnails
|
107 |
+
def update_chat_with_thumbnails(chat_history, uploaded_image_url, generated_image_url):
|
108 |
+
# Create a copy of the chat history to avoid modifying the input directly
|
109 |
+
updated_history = chat_history.copy()
|
110 |
+
|
111 |
+
# If there's an uploaded image, add its thumbnail to the chat history
|
112 |
+
if uploaded_image_url:
|
113 |
+
thumbnail_html = f'<img src="{uploaded_image_url}" width="100px" style="margin: 5px;" />'
|
114 |
+
updated_history.append({"role": "user", "content": thumbnail_html})
|
115 |
+
|
116 |
+
# If there's a generated image, add its thumbnail to the chat history
|
117 |
+
if generated_image_url:
|
118 |
+
thumbnail_html = f'<img src="{generated_image_url}" width="100px" style="margin: 5px;" />'
|
119 |
+
updated_history.append({"role": "assistant", "content": thumbnail_html})
|
120 |
+
|
121 |
+
return updated_history
|
122 |
+
|
123 |
# Create Gradio interface
|
124 |
with gr.Blocks(title="Image Editing Chatbot") as demo:
|
125 |
gr.Markdown("# Image Editing Chatbot")
|
126 |
gr.Markdown("Upload an image and/or type a prompt to generate or edit an image using Google's Gemini model")
|
127 |
|
128 |
+
# Chatbot display area for text messages and thumbnails
|
129 |
chatbot = gr.Chatbot(
|
130 |
label="Chat",
|
131 |
height=300,
|
|
|
159 |
)
|
160 |
generate_btn = gr.Button("Generate Image")
|
161 |
|
162 |
+
# Hidden components to store image URLs
|
163 |
+
uploaded_image_url = gr.State("")
|
164 |
+
generated_image_url = gr.State("")
|
165 |
+
|
166 |
# State to maintain chat history
|
167 |
chat_state = gr.State([])
|
168 |
|
169 |
+
# JavaScript to extract image URLs and update the chat history
|
170 |
+
gr.HTML("""
|
171 |
+
<script>
|
172 |
+
async function updateImageURLs() {
|
173 |
+
// Get the image elements from the gr.Image components
|
174 |
+
const uploadedImage = document.querySelector('#component-3 img'); // Adjust component ID based on Gradio's generated IDs
|
175 |
+
const generatedImage = document.querySelector('#component-4 img'); // Adjust component ID based on Gradio's generated IDs
|
176 |
+
|
177 |
+
// Extract the src attributes (URLs)
|
178 |
+
const uploadedImageURL = uploadedImage && uploadedImage.src ? uploadedImage.src : "";
|
179 |
+
const generatedImageURL = generatedImage && generatedImage.src ? generatedImage.src : "";
|
180 |
+
|
181 |
+
// Call the Python function to update the chat history with the URLs
|
182 |
+
const chatHistory = await gradioApp().querySelector('#component-2').value; // Adjust component ID for chat_state
|
183 |
+
const result = await gradioApp().querySelector('#component-0').callFunction('update_chat_with_thumbnails', [chatHistory, uploadedImageURL, generatedImageURL]);
|
184 |
+
return result;
|
185 |
+
}
|
186 |
+
|
187 |
+
// Run the function when the Generate Image button is clicked
|
188 |
+
document.querySelector('#component-8').addEventListener('click', async () => { // Adjust component ID for generate_btn
|
189 |
+
// Wait for the images to update
|
190 |
+
setTimeout(async () => {
|
191 |
+
const updatedChat = await updateImageURLs();
|
192 |
+
// Update the chatbot component with the new history
|
193 |
+
document.querySelector('#component-1').value = updatedChat; // Adjust component ID for chatbot
|
194 |
+
}, 1000); // Delay to ensure images are loaded
|
195 |
+
});
|
196 |
+
</script>
|
197 |
+
""")
|
198 |
+
|
199 |
# Connect the button to the chat handler
|
200 |
generate_btn.click(
|
201 |
fn=chat_handler,
|