Spaces:
Sleeping
Sleeping
Update app.py
Browse files
app.py
CHANGED
|
@@ -6,6 +6,13 @@ import time
|
|
| 6 |
import mimetypes
|
| 7 |
from pathlib import Path
|
| 8 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
# VideoProcessor class
|
| 10 |
class VideoProcessor:
|
| 11 |
def __init__(self, api_key):
|
|
@@ -39,268 +46,123 @@ class VideoProcessor:
|
|
| 39 |
return f"Error generating response: {str(e)}"
|
| 40 |
|
| 41 |
# Initialize session state properly
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
|
| 49 |
-
|
| 50 |
-
st.session_state.video_name = None
|
| 51 |
-
if "api_key_validated" not in st.session_state:
|
| 52 |
-
st.session_state.api_key_validated = False
|
| 53 |
-
if "debug_mode" not in st.session_state:
|
| 54 |
-
st.session_state.debug_mode = False
|
| 55 |
|
| 56 |
# Main app function
|
| 57 |
def main():
|
| 58 |
-
st.set_page_config(page_title="Video Retrieval-Augmented Generation", page_icon="
|
| 59 |
-
st.header("
|
| 60 |
-
|
| 61 |
-
# Initialize session state
|
| 62 |
-
init_session_state()
|
| 63 |
-
|
| 64 |
-
# Debug mode toggle in sidebar
|
| 65 |
-
with st.sidebar:
|
| 66 |
-
st.session_state.debug_mode = st.checkbox("Debug Mode", value=st.session_state.debug_mode)
|
| 67 |
-
if st.session_state.debug_mode:
|
| 68 |
-
st.write("### Session State:")
|
| 69 |
-
st.write(f"API Key Validated: {st.session_state.api_key_validated}")
|
| 70 |
-
st.write(f"Video File: {'Yes' if st.session_state.video_file else 'No'}")
|
| 71 |
-
st.write(f"Video Name: {st.session_state.video_name}")
|
| 72 |
-
st.write(f"Messages Count: {len(st.session_state.messages)}")
|
| 73 |
-
|
| 74 |
st.markdown("---")
|
| 75 |
|
| 76 |
# Step 1: API Key input
|
| 77 |
-
st.subheader("
|
| 78 |
-
|
| 79 |
-
# Check for environment variable first
|
| 80 |
-
env_api_key = os.environ.get("GOOGLE_API_KEY", "")
|
| 81 |
-
api_key = None
|
| 82 |
-
|
| 83 |
-
if env_api_key:
|
| 84 |
-
st.info("β
Using API key from environment variable")
|
| 85 |
-
api_key = env_api_key
|
| 86 |
-
# Auto-validate environment API key
|
| 87 |
-
if not st.session_state.api_key_validated:
|
| 88 |
-
try:
|
| 89 |
-
st.session_state.video_processor = VideoProcessor(api_key)
|
| 90 |
-
st.session_state.api_key_validated = True
|
| 91 |
-
st.success("β
API key validated successfully")
|
| 92 |
-
except Exception as e:
|
| 93 |
-
st.error(f"β Invalid API key from environment: {str(e)}")
|
| 94 |
-
api_key = None
|
| 95 |
-
else:
|
| 96 |
-
# Direct API key input
|
| 97 |
-
api_key = st.text_input(
|
| 98 |
-
"Enter your Gemini API key below:",
|
| 99 |
-
type="password",
|
| 100 |
-
placeholder="AIzaSy...",
|
| 101 |
-
help="Get your API key from https://makersuite.google.com/app/apikey",
|
| 102 |
-
key="api_key_input"
|
| 103 |
-
)
|
| 104 |
-
|
| 105 |
-
if api_key:
|
| 106 |
-
# Add a button to validate the API key
|
| 107 |
-
col1, col2 = st.columns([1, 4])
|
| 108 |
-
with col1:
|
| 109 |
-
validate_button = st.button("Validate Key", type="primary")
|
| 110 |
-
|
| 111 |
-
if validate_button or (api_key and not st.session_state.api_key_validated):
|
| 112 |
-
try:
|
| 113 |
-
with st.spinner("Validating API key..."):
|
| 114 |
-
test_processor = VideoProcessor(api_key)
|
| 115 |
-
st.session_state.video_processor = test_processor
|
| 116 |
-
st.session_state.api_key_validated = True
|
| 117 |
-
st.success("β
API key validated successfully!")
|
| 118 |
-
st.balloons()
|
| 119 |
-
time.sleep(1)
|
| 120 |
-
st.rerun()
|
| 121 |
-
except Exception as e:
|
| 122 |
-
st.error(f"β Invalid API key: {str(e)}")
|
| 123 |
-
st.session_state.api_key_validated = False
|
| 124 |
-
st.session_state.video_processor = None
|
| 125 |
-
else:
|
| 126 |
-
st.info("βΉοΈ Please enter your Gemini API key above to proceed")
|
| 127 |
-
with st.expander("π How to obtain your API key"):
|
| 128 |
-
st.markdown("""
|
| 129 |
-
1. Navigate to [Google AI Studio](https://makersuite.google.com/app/apikey)
|
| 130 |
-
2. Sign in with your Google account
|
| 131 |
-
3. Click on "Get API key" or "Create API key"
|
| 132 |
-
4. Copy the generated API key
|
| 133 |
-
5. Paste it in the field above
|
| 134 |
-
|
| 135 |
-
**Important:** Keep your API key secure and do not share it publicly.
|
| 136 |
-
""")
|
| 137 |
|
| 138 |
-
|
| 139 |
-
|
| 140 |
-
st.
|
| 141 |
-
return # Changed from st.stop() to return
|
| 142 |
-
|
| 143 |
-
st.markdown("---")
|
| 144 |
|
| 145 |
# Step 2: Upload Video
|
| 146 |
-
st.subheader("
|
| 147 |
-
|
| 148 |
-
# Show current status
|
| 149 |
-
if st.session_state.video_name:
|
| 150 |
-
st.success(f"β
Current video: {st.session_state.video_name}")
|
| 151 |
-
|
| 152 |
-
uploaded_file = st.file_uploader(
|
| 153 |
-
"Select a video file",
|
| 154 |
-
type=['mp4', 'mov', 'avi', 'mkv', 'webm'],
|
| 155 |
-
help="Maximum file size: 200MB"
|
| 156 |
-
)
|
| 157 |
|
| 158 |
if uploaded_file:
|
| 159 |
# Validate video file
|
| 160 |
mime_type = mimetypes.guess_type(uploaded_file.name)[0]
|
| 161 |
-
|
| 162 |
-
if st.session_state.debug_mode:
|
| 163 |
-
st.info(f"Debug: MIME type detected: {mime_type}")
|
| 164 |
-
|
| 165 |
if mime_type and mime_type.startswith("video"):
|
| 166 |
-
|
| 167 |
|
| 168 |
# Display file info
|
| 169 |
-
col1, col2
|
| 170 |
with col1:
|
| 171 |
-
st.
|
| 172 |
with col2:
|
| 173 |
-
st.
|
| 174 |
-
with col3:
|
| 175 |
-
st.metric("Type", mime_type.split('/')[-1].upper())
|
| 176 |
|
| 177 |
-
# Check file size limit
|
| 178 |
-
if
|
| 179 |
-
st.error("β File size
|
| 180 |
-
|
| 181 |
-
|
| 182 |
-
# Process button
|
| 183 |
-
process_video = False
|
| 184 |
-
if st.session_state.video_name != uploaded_file.name:
|
| 185 |
-
if st.button("π Process Video", type="primary", use_container_width=True):
|
| 186 |
-
process_video = True
|
| 187 |
-
else:
|
| 188 |
-
st.info("βΉοΈ This video has already been processed")
|
| 189 |
|
| 190 |
-
# Process new video
|
| 191 |
-
if
|
| 192 |
tmp_path = None
|
| 193 |
-
progress_container = st.container()
|
| 194 |
-
|
| 195 |
try:
|
| 196 |
-
|
| 197 |
-
|
| 198 |
-
|
| 199 |
-
|
| 200 |
-
|
| 201 |
-
|
| 202 |
-
|
| 203 |
-
|
| 204 |
-
|
| 205 |
-
|
|
|
|
| 206 |
progress_bar = st.progress(0)
|
| 207 |
-
|
| 208 |
|
| 209 |
-
# Step 1: Upload
|
| 210 |
-
status_text.text("π€ Uploading video to Gemini...")
|
| 211 |
-
progress_bar.progress(25)
|
| 212 |
video_file = st.session_state.video_processor.upload_video(tmp_path, uploaded_file.name)
|
|
|
|
| 213 |
|
| 214 |
-
if st.session_state.debug_mode:
|
| 215 |
-
st.info(f"Debug: Video uploaded, state: {video_file.state.name}")
|
| 216 |
-
|
| 217 |
-
# Step 2: Process
|
| 218 |
-
status_text.text("β³ Processing video (this may take a minute)...")
|
| 219 |
-
progress_bar.progress(50)
|
| 220 |
processed_file = st.session_state.video_processor.wait_for_processing(video_file)
|
| 221 |
-
|
| 222 |
-
if st.session_state.debug_mode:
|
| 223 |
-
st.info(f"Debug: Video processed, final state: {processed_file.state.name}")
|
| 224 |
-
|
| 225 |
-
# Step 3: Complete
|
| 226 |
-
progress_bar.progress(100)
|
| 227 |
-
status_text.text("β
Video ready for analysis!")
|
| 228 |
|
| 229 |
# Update session state
|
| 230 |
st.session_state.video_file = processed_file
|
| 231 |
st.session_state.video_name = uploaded_file.name
|
| 232 |
st.session_state.messages = [] # Clear previous conversation
|
| 233 |
|
| 234 |
-
st.success("
|
| 235 |
-
time.sleep(
|
| 236 |
-
|
| 237 |
-
|
| 238 |
except Exception as e:
|
| 239 |
st.error(f"β Error processing video: {str(e)}")
|
| 240 |
-
if st.session_state.debug_mode:
|
| 241 |
-
st.exception(e)
|
| 242 |
st.session_state.video_file = None
|
| 243 |
st.session_state.video_name = None
|
| 244 |
|
| 245 |
finally:
|
| 246 |
# Clean up temporary file
|
| 247 |
if tmp_path and os.path.exists(tmp_path):
|
| 248 |
-
|
| 249 |
-
os.unlink(tmp_path)
|
| 250 |
-
if st.session_state.debug_mode:
|
| 251 |
-
st.info("Debug: Temp file cleaned up")
|
| 252 |
-
except:
|
| 253 |
-
pass
|
| 254 |
|
| 255 |
# Display video player
|
| 256 |
-
|
| 257 |
-
st.video(uploaded_file.getvalue())
|
| 258 |
else:
|
| 259 |
st.error("β Please upload a valid video file")
|
| 260 |
|
| 261 |
# Control buttons
|
| 262 |
-
st.
|
| 263 |
-
col1, col2, col3 = st.columns(3)
|
| 264 |
with col1:
|
| 265 |
-
if st.button("π Reset Chat", disabled=not st.session_state.messages
|
| 266 |
st.session_state.messages = []
|
| 267 |
-
st.success("Chat history cleared!")
|
| 268 |
-
time.sleep(1)
|
| 269 |
st.rerun()
|
| 270 |
|
| 271 |
with col2:
|
| 272 |
-
if st.button("
|
| 273 |
-
st.session_state.video_file = None
|
| 274 |
-
st.session_state.video_name = None
|
| 275 |
-
st.session_state.messages = []
|
| 276 |
-
st.success("Video reset!")
|
| 277 |
-
time.sleep(1)
|
| 278 |
-
st.rerun()
|
| 279 |
-
|
| 280 |
-
with col3:
|
| 281 |
-
if st.button("ποΈ Clear All", type="secondary", use_container_width=True):
|
| 282 |
for key in list(st.session_state.keys()):
|
| 283 |
del st.session_state[key]
|
| 284 |
-
st.success("All data cleared!")
|
| 285 |
-
time.sleep(1)
|
| 286 |
st.rerun()
|
| 287 |
|
| 288 |
-
st.markdown("---")
|
| 289 |
-
|
| 290 |
# Step 3: Chat about Video
|
| 291 |
-
st.subheader("
|
| 292 |
|
| 293 |
if st.session_state.video_file:
|
| 294 |
-
st.success(f"β
Ready to analyze: {st.session_state.video_name}")
|
| 295 |
-
|
| 296 |
# Display chat history
|
| 297 |
for msg in st.session_state.messages:
|
| 298 |
with st.chat_message(msg["role"]):
|
| 299 |
st.markdown(msg["content"])
|
| 300 |
|
| 301 |
# Chat input
|
| 302 |
-
user_question = st.chat_input("Ask a question about the video..."
|
| 303 |
-
|
| 304 |
if user_question:
|
| 305 |
# Add user message
|
| 306 |
st.session_state.messages.append({"role": "user", "content": user_question})
|
|
@@ -309,38 +171,20 @@ def main():
|
|
| 309 |
|
| 310 |
# Generate and display assistant response
|
| 311 |
with st.chat_message("assistant"):
|
| 312 |
-
|
|
|
|
| 313 |
try:
|
| 314 |
response = st.session_state.video_processor.chat_with_video(
|
| 315 |
st.session_state.video_file,
|
| 316 |
user_question
|
| 317 |
)
|
| 318 |
-
|
| 319 |
-
if st.session_state.debug_mode:
|
| 320 |
-
st.info(f"Debug: Response length: {len(response)} characters")
|
| 321 |
-
|
| 322 |
except Exception as e:
|
| 323 |
response = f"β Error: {str(e)}"
|
| 324 |
-
if st.session_state.debug_mode:
|
| 325 |
-
st.exception(e)
|
| 326 |
|
| 327 |
-
|
| 328 |
st.session_state.messages.append({"role": "assistant", "content": response})
|
| 329 |
-
|
| 330 |
-
# Sample questions
|
| 331 |
-
with st.expander("π‘ Sample Questions"):
|
| 332 |
-
st.markdown("""
|
| 333 |
-
- What is happening in this video?
|
| 334 |
-
- Can you describe the main events?
|
| 335 |
-
- What objects or people can you see?
|
| 336 |
-
- What is the mood or atmosphere?
|
| 337 |
-
- Can you provide a summary of the video?
|
| 338 |
-
- What are the key moments in the video?
|
| 339 |
-
""")
|
| 340 |
else:
|
| 341 |
-
st.info("
|
| 342 |
-
if st.session_state.debug_mode:
|
| 343 |
-
st.warning("Debug: No video file in session state")
|
| 344 |
|
| 345 |
if __name__ == "__main__":
|
| 346 |
main()
|
|
|
|
| 6 |
import mimetypes
|
| 7 |
from pathlib import Path
|
| 8 |
|
| 9 |
+
# --- Get API key from environment variable or user input ---
|
| 10 |
+
def get_api_key():
|
| 11 |
+
GOOGLE_API_KEY = os.environ.get("GOOGLE_API_KEY", "")
|
| 12 |
+
if not GOOGLE_API_KEY:
|
| 13 |
+
GOOGLE_API_KEY = st.text_input("Enter your Gemini API key", type="password")
|
| 14 |
+
return GOOGLE_API_KEY or "AIzaSyA8TTu9s6fJDG9RlMwOyHFxg270xLgpiyE" # Warning: Hardcoded key
|
| 15 |
+
|
| 16 |
# VideoProcessor class
|
| 17 |
class VideoProcessor:
|
| 18 |
def __init__(self, api_key):
|
|
|
|
| 46 |
return f"Error generating response: {str(e)}"
|
| 47 |
|
| 48 |
# Initialize session state properly
|
| 49 |
+
if "messages" not in st.session_state:
|
| 50 |
+
st.session_state.messages = []
|
| 51 |
+
if "video_processor" not in st.session_state:
|
| 52 |
+
st.session_state.video_processor = None
|
| 53 |
+
if "video_file" not in st.session_state:
|
| 54 |
+
st.session_state.video_file = None
|
| 55 |
+
if "video_name" not in st.session_state:
|
| 56 |
+
st.session_state.video_name = None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 57 |
|
| 58 |
# Main app function
|
| 59 |
def main():
|
| 60 |
+
st.set_page_config(page_title="Video Retrieval-Augmented Generation", page_icon="π¬", layout="wide")
|
| 61 |
+
st.header("π¬ Video Retrieval-Augmented Generation - Gemini 2.0")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 62 |
st.markdown("---")
|
| 63 |
|
| 64 |
# Step 1: API Key input
|
| 65 |
+
#st.subheader("Step 1: Enter your Gemini API key")
|
| 66 |
+
api_key = get_api_key()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 67 |
|
| 68 |
+
if not api_key:
|
| 69 |
+
st.error("Please enter your API key to proceed.")
|
| 70 |
+
st.stop()
|
|
|
|
|
|
|
|
|
|
| 71 |
|
| 72 |
# Step 2: Upload Video
|
| 73 |
+
st.subheader("Step 2: Upload your video file")
|
| 74 |
+
uploaded_file = st.file_uploader("Upload a video", type=['mp4', 'mov', 'avi', 'mkv', 'webm'])
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 75 |
|
| 76 |
if uploaded_file:
|
| 77 |
# Validate video file
|
| 78 |
mime_type = mimetypes.guess_type(uploaded_file.name)[0]
|
|
|
|
|
|
|
|
|
|
|
|
|
| 79 |
if mime_type and mime_type.startswith("video"):
|
| 80 |
+
file_size = len(uploaded_file.getvalue()) / (1024**2)
|
| 81 |
|
| 82 |
# Display file info
|
| 83 |
+
col1, col2 = st.columns(2)
|
| 84 |
with col1:
|
| 85 |
+
st.info(f"π File: {uploaded_file.name}")
|
| 86 |
with col2:
|
| 87 |
+
st.info(f"πΎ Size: {file_size:.2f} MB")
|
|
|
|
|
|
|
| 88 |
|
| 89 |
+
# Check file size limit (200MB for Gemini)
|
| 90 |
+
if file_size > 200:
|
| 91 |
+
st.error("β File too large! Maximum size is 200MB")
|
| 92 |
+
st.stop()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 93 |
|
| 94 |
+
# Process new video if different from current
|
| 95 |
+
if st.session_state.video_name != uploaded_file.name:
|
| 96 |
tmp_path = None
|
|
|
|
|
|
|
| 97 |
try:
|
| 98 |
+
# Initialize processor if needed
|
| 99 |
+
if not st.session_state.video_processor:
|
| 100 |
+
st.session_state.video_processor = VideoProcessor(api_key)
|
| 101 |
+
|
| 102 |
+
# Create temporary file
|
| 103 |
+
with tempfile.NamedTemporaryFile(delete=False, suffix=Path(uploaded_file.name).suffix) as tmp:
|
| 104 |
+
tmp.write(uploaded_file.getvalue())
|
| 105 |
+
tmp_path = tmp.name
|
| 106 |
+
|
| 107 |
+
# Upload and process with progress indication
|
| 108 |
+
with st.spinner("π€ Uploading and processing video..."):
|
| 109 |
progress_bar = st.progress(0)
|
| 110 |
+
progress_bar.progress(25, text="Uploading video...")
|
| 111 |
|
|
|
|
|
|
|
|
|
|
| 112 |
video_file = st.session_state.video_processor.upload_video(tmp_path, uploaded_file.name)
|
| 113 |
+
progress_bar.progress(50, text="Processing video...")
|
| 114 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 115 |
processed_file = st.session_state.video_processor.wait_for_processing(video_file)
|
| 116 |
+
progress_bar.progress(100, text="Complete!")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 117 |
|
| 118 |
# Update session state
|
| 119 |
st.session_state.video_file = processed_file
|
| 120 |
st.session_state.video_name = uploaded_file.name
|
| 121 |
st.session_state.messages = [] # Clear previous conversation
|
| 122 |
|
| 123 |
+
st.success("β
Video processed successfully!")
|
| 124 |
+
time.sleep(1) # Show success message briefly
|
| 125 |
+
progress_bar.empty() # Clear progress bar
|
| 126 |
+
|
| 127 |
except Exception as e:
|
| 128 |
st.error(f"β Error processing video: {str(e)}")
|
|
|
|
|
|
|
| 129 |
st.session_state.video_file = None
|
| 130 |
st.session_state.video_name = None
|
| 131 |
|
| 132 |
finally:
|
| 133 |
# Clean up temporary file
|
| 134 |
if tmp_path and os.path.exists(tmp_path):
|
| 135 |
+
os.unlink(tmp_path)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 136 |
|
| 137 |
# Display video player
|
| 138 |
+
st.video(uploaded_file.getvalue())
|
|
|
|
| 139 |
else:
|
| 140 |
st.error("β Please upload a valid video file")
|
| 141 |
|
| 142 |
# Control buttons
|
| 143 |
+
col1, col2 = st.columns(2)
|
|
|
|
| 144 |
with col1:
|
| 145 |
+
if st.button("π Reset Chat", disabled=not st.session_state.messages):
|
| 146 |
st.session_state.messages = []
|
|
|
|
|
|
|
| 147 |
st.rerun()
|
| 148 |
|
| 149 |
with col2:
|
| 150 |
+
if st.button("ποΈ Reset All", disabled=not st.session_state.video_file):
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 151 |
for key in list(st.session_state.keys()):
|
| 152 |
del st.session_state[key]
|
|
|
|
|
|
|
| 153 |
st.rerun()
|
| 154 |
|
|
|
|
|
|
|
| 155 |
# Step 3: Chat about Video
|
| 156 |
+
st.subheader("Step 3: Chat with your video")
|
| 157 |
|
| 158 |
if st.session_state.video_file:
|
|
|
|
|
|
|
| 159 |
# Display chat history
|
| 160 |
for msg in st.session_state.messages:
|
| 161 |
with st.chat_message(msg["role"]):
|
| 162 |
st.markdown(msg["content"])
|
| 163 |
|
| 164 |
# Chat input
|
| 165 |
+
user_question = st.chat_input("Ask a question about the video...")
|
|
|
|
| 166 |
if user_question:
|
| 167 |
# Add user message
|
| 168 |
st.session_state.messages.append({"role": "user", "content": user_question})
|
|
|
|
| 171 |
|
| 172 |
# Generate and display assistant response
|
| 173 |
with st.chat_message("assistant"):
|
| 174 |
+
placeholder = st.empty()
|
| 175 |
+
with st.spinner("π€ Thinking..."):
|
| 176 |
try:
|
| 177 |
response = st.session_state.video_processor.chat_with_video(
|
| 178 |
st.session_state.video_file,
|
| 179 |
user_question
|
| 180 |
)
|
|
|
|
|
|
|
|
|
|
|
|
|
| 181 |
except Exception as e:
|
| 182 |
response = f"β Error: {str(e)}"
|
|
|
|
|
|
|
| 183 |
|
| 184 |
+
placeholder.markdown(response)
|
| 185 |
st.session_state.messages.append({"role": "assistant", "content": response})
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 186 |
else:
|
| 187 |
+
st.info("πΉ Please upload a video in Step 2 to start chatting.")
|
|
|
|
|
|
|
| 188 |
|
| 189 |
if __name__ == "__main__":
|
| 190 |
main()
|