Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
|
@@ -34,7 +34,7 @@ def encode_image(image):
|
|
| 34 |
|
| 35 |
def respond(
|
| 36 |
message,
|
| 37 |
-
|
| 38 |
history: list[tuple[str, str]],
|
| 39 |
system_message,
|
| 40 |
max_tokens,
|
|
@@ -49,7 +49,7 @@ def respond(
|
|
| 49 |
selected_model
|
| 50 |
):
|
| 51 |
print(f"Received message: {message}")
|
| 52 |
-
print(f"Received {len(
|
| 53 |
print(f"History: {history}")
|
| 54 |
print(f"System message: {system_message}")
|
| 55 |
print(f"Max tokens: {max_tokens}, Temperature: {temperature}, Top-P: {top_p}")
|
|
@@ -77,7 +77,7 @@ def respond(
|
|
| 77 |
seed = None
|
| 78 |
|
| 79 |
# Create multimodal content if images are present
|
| 80 |
-
if
|
| 81 |
# Process the user message to include images
|
| 82 |
user_content = []
|
| 83 |
|
|
@@ -89,16 +89,20 @@ def respond(
|
|
| 89 |
})
|
| 90 |
|
| 91 |
# Add image parts
|
| 92 |
-
for img in
|
| 93 |
if img is not None:
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
|
| 99 |
-
"
|
| 100 |
-
|
| 101 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 102 |
else:
|
| 103 |
# Text-only message
|
| 104 |
user_content = message
|
|
@@ -112,8 +116,36 @@ def respond(
|
|
| 112 |
user_part = val[0]
|
| 113 |
assistant_part = val[1]
|
| 114 |
if user_part:
|
| 115 |
-
messages
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 116 |
print(f"Added user message to context (type: {type(user_part)})")
|
|
|
|
| 117 |
if assistant_part:
|
| 118 |
messages.append({"role": "assistant", "content": assistant_part})
|
| 119 |
print(f"Added assistant message to context: {assistant_part}")
|
|
@@ -190,19 +222,15 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme") as demo:
|
|
| 190 |
print("Chatbot interface created.")
|
| 191 |
|
| 192 |
with gr.Row():
|
| 193 |
-
#
|
| 194 |
-
msg = gr.
|
| 195 |
-
placeholder="Type a message...",
|
| 196 |
show_label=False,
|
| 197 |
container=False,
|
| 198 |
-
scale=
|
| 199 |
-
|
| 200 |
-
|
| 201 |
-
|
| 202 |
-
image_upload = gr.Image(
|
| 203 |
-
type="filepath",
|
| 204 |
-
label="Upload Image",
|
| 205 |
-
scale=1
|
| 206 |
)
|
| 207 |
|
| 208 |
# Send button for messages
|
|
@@ -367,37 +395,55 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme") as demo:
|
|
| 367 |
return selected
|
| 368 |
|
| 369 |
# Function for the chat interface
|
| 370 |
-
def user(user_message,
|
| 371 |
-
if
|
|
|
|
| 372 |
return history
|
| 373 |
|
| 374 |
-
#
|
| 375 |
-
|
| 376 |
-
if image is not None:
|
| 377 |
-
img_placeholder = f""
|
| 378 |
|
| 379 |
-
#
|
| 380 |
-
|
|
|
|
| 381 |
|
| 382 |
-
#
|
| 383 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 384 |
|
| 385 |
# Define chat interface
|
| 386 |
-
def bot(history,
|
| 387 |
# Extract the last user message
|
| 388 |
-
|
|
|
|
|
|
|
|
|
|
| 389 |
|
| 390 |
-
#
|
| 391 |
-
|
| 392 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 393 |
else:
|
| 394 |
text_parts = user_message
|
| 395 |
|
| 396 |
# Process message through respond function
|
| 397 |
history[-1][1] = ""
|
| 398 |
for response in respond(
|
| 399 |
-
text_parts,
|
| 400 |
-
|
| 401 |
history[:-1],
|
| 402 |
system_msg,
|
| 403 |
max_tokens,
|
|
@@ -417,32 +463,36 @@ with gr.Blocks(theme="Nymbo/Nymbo_Theme") as demo:
|
|
| 417 |
# Event handlers
|
| 418 |
msg.submit(
|
| 419 |
user,
|
| 420 |
-
[msg,
|
| 421 |
[chatbot],
|
| 422 |
queue=False
|
| 423 |
).then(
|
| 424 |
bot,
|
| 425 |
-
[chatbot,
|
| 426 |
frequency_penalty_slider, seed_slider, provider_radio, byok_textbox, custom_model_box,
|
| 427 |
model_search_box, featured_model_radio],
|
| 428 |
[chatbot]
|
|
|
|
|
|
|
|
|
|
|
|
|
| 429 |
)
|
| 430 |
|
| 431 |
submit_btn.click(
|
| 432 |
user,
|
| 433 |
-
[msg,
|
| 434 |
[chatbot],
|
| 435 |
queue=False
|
| 436 |
).then(
|
| 437 |
bot,
|
| 438 |
-
[chatbot,
|
| 439 |
frequency_penalty_slider, seed_slider, provider_radio, byok_textbox, custom_model_box,
|
| 440 |
model_search_box, featured_model_radio],
|
| 441 |
[chatbot]
|
| 442 |
).then(
|
| 443 |
-
lambda:
|
| 444 |
None,
|
| 445 |
-
[msg
|
| 446 |
)
|
| 447 |
|
| 448 |
# Connect the model filter to update the radio choices
|
|
|
|
| 34 |
|
| 35 |
def respond(
|
| 36 |
message,
|
| 37 |
+
image_files, # Changed parameter name and structure
|
| 38 |
history: list[tuple[str, str]],
|
| 39 |
system_message,
|
| 40 |
max_tokens,
|
|
|
|
| 49 |
selected_model
|
| 50 |
):
|
| 51 |
print(f"Received message: {message}")
|
| 52 |
+
print(f"Received {len(image_files) if image_files else 0} images")
|
| 53 |
print(f"History: {history}")
|
| 54 |
print(f"System message: {system_message}")
|
| 55 |
print(f"Max tokens: {max_tokens}, Temperature: {temperature}, Top-P: {top_p}")
|
|
|
|
| 77 |
seed = None
|
| 78 |
|
| 79 |
# Create multimodal content if images are present
|
| 80 |
+
if image_files and len(image_files) > 0:
|
| 81 |
# Process the user message to include images
|
| 82 |
user_content = []
|
| 83 |
|
|
|
|
| 89 |
})
|
| 90 |
|
| 91 |
# Add image parts
|
| 92 |
+
for img in image_files:
|
| 93 |
if img is not None:
|
| 94 |
+
# Get raw image data from path
|
| 95 |
+
try:
|
| 96 |
+
encoded_image = encode_image(img)
|
| 97 |
+
if encoded_image:
|
| 98 |
+
user_content.append({
|
| 99 |
+
"type": "image_url",
|
| 100 |
+
"image_url": {
|
| 101 |
+
"url": f"data:image/jpeg;base64,{encoded_image}"
|
| 102 |
+
}
|
| 103 |
+
})
|
| 104 |
+
except Exception as e:
|
| 105 |
+
print(f"Error encoding image: {e}")
|
| 106 |
else:
|
| 107 |
# Text-only message
|
| 108 |
user_content = message
|
|
|
|
| 116 |
user_part = val[0]
|
| 117 |
assistant_part = val[1]
|
| 118 |
if user_part:
|
| 119 |
+
# Handle both text-only and multimodal messages in history
|
| 120 |
+
if isinstance(user_part, tuple) and len(user_part) == 2:
|
| 121 |
+
# This is a multimodal message with text and images
|
| 122 |
+
history_content = []
|
| 123 |
+
if user_part[0]: # Text
|
| 124 |
+
history_content.append({
|
| 125 |
+
"type": "text",
|
| 126 |
+
"text": user_part[0]
|
| 127 |
+
})
|
| 128 |
+
|
| 129 |
+
for img in user_part[1]: # Images
|
| 130 |
+
if img:
|
| 131 |
+
try:
|
| 132 |
+
encoded_img = encode_image(img)
|
| 133 |
+
if encoded_img:
|
| 134 |
+
history_content.append({
|
| 135 |
+
"type": "image_url",
|
| 136 |
+
"image_url": {
|
| 137 |
+
"url": f"data:image/jpeg;base64,{encoded_img}"
|
| 138 |
+
}
|
| 139 |
+
})
|
| 140 |
+
except Exception as e:
|
| 141 |
+
print(f"Error encoding history image: {e}")
|
| 142 |
+
|
| 143 |
+
messages.append({"role": "user", "content": history_content})
|
| 144 |
+
else:
|
| 145 |
+
# Regular text message
|
| 146 |
+
messages.append({"role": "user", "content": user_part})
|
| 147 |
print(f"Added user message to context (type: {type(user_part)})")
|
| 148 |
+
|
| 149 |
if assistant_part:
|
| 150 |
messages.append({"role": "assistant", "content": assistant_part})
|
| 151 |
print(f"Added assistant message to context: {assistant_part}")
|
|
|
|
| 222 |
print("Chatbot interface created.")
|
| 223 |
|
| 224 |
with gr.Row():
|
| 225 |
+
# Multimodal textbox for messages (combines text and file uploads)
|
| 226 |
+
msg = gr.MultimodalTextbox(
|
| 227 |
+
placeholder="Type a message or upload images...",
|
| 228 |
show_label=False,
|
| 229 |
container=False,
|
| 230 |
+
scale=12,
|
| 231 |
+
file_types=["image"],
|
| 232 |
+
file_count="multiple",
|
| 233 |
+
sources=["upload"]
|
|
|
|
|
|
|
|
|
|
|
|
|
| 234 |
)
|
| 235 |
|
| 236 |
# Send button for messages
|
|
|
|
| 395 |
return selected
|
| 396 |
|
| 397 |
# Function for the chat interface
|
| 398 |
+
def user(user_message, history):
|
| 399 |
+
# Skip if message is empty (no text and no files)
|
| 400 |
+
if (not user_message["text"] or user_message["text"].strip() == "") and not user_message["files"]:
|
| 401 |
return history
|
| 402 |
|
| 403 |
+
# Process images and text into a display message
|
| 404 |
+
display_message = ""
|
|
|
|
|
|
|
| 405 |
|
| 406 |
+
# Add text if present
|
| 407 |
+
if user_message["text"] and user_message["text"].strip() != "":
|
| 408 |
+
display_message += user_message["text"]
|
| 409 |
|
| 410 |
+
# Add image references if present
|
| 411 |
+
file_displays = []
|
| 412 |
+
for file in user_message["files"]:
|
| 413 |
+
file_displays.append(file)
|
| 414 |
+
|
| 415 |
+
# Return updated history with display message
|
| 416 |
+
if file_displays:
|
| 417 |
+
return history + [[(display_message, file_displays), None]]
|
| 418 |
+
else:
|
| 419 |
+
return history + [[display_message, None]]
|
| 420 |
|
| 421 |
# Define chat interface
|
| 422 |
+
def bot(history, system_msg, max_tokens, temperature, top_p, freq_penalty, seed, provider, api_key, custom_model, search_term, selected_model):
|
| 423 |
# Extract the last user message
|
| 424 |
+
if not history or len(history) == 0:
|
| 425 |
+
return history
|
| 426 |
+
|
| 427 |
+
user_message = history[-1][0]
|
| 428 |
|
| 429 |
+
# Determine if the message is multimodal or text-only
|
| 430 |
+
is_multimodal = False
|
| 431 |
+
text_parts = ""
|
| 432 |
+
image_files = []
|
| 433 |
+
|
| 434 |
+
# Process text and images from the message
|
| 435 |
+
if isinstance(user_message, tuple):
|
| 436 |
+
text_parts = user_message[0]
|
| 437 |
+
image_files = user_message[1]
|
| 438 |
+
is_multimodal = True
|
| 439 |
else:
|
| 440 |
text_parts = user_message
|
| 441 |
|
| 442 |
# Process message through respond function
|
| 443 |
history[-1][1] = ""
|
| 444 |
for response in respond(
|
| 445 |
+
text_parts, # Text part
|
| 446 |
+
image_files if is_multimodal else None, # Image part
|
| 447 |
history[:-1],
|
| 448 |
system_msg,
|
| 449 |
max_tokens,
|
|
|
|
| 463 |
# Event handlers
|
| 464 |
msg.submit(
|
| 465 |
user,
|
| 466 |
+
[msg, chatbot],
|
| 467 |
[chatbot],
|
| 468 |
queue=False
|
| 469 |
).then(
|
| 470 |
bot,
|
| 471 |
+
[chatbot, system_message_box, max_tokens_slider, temperature_slider, top_p_slider,
|
| 472 |
frequency_penalty_slider, seed_slider, provider_radio, byok_textbox, custom_model_box,
|
| 473 |
model_search_box, featured_model_radio],
|
| 474 |
[chatbot]
|
| 475 |
+
).then(
|
| 476 |
+
lambda: {"text": "", "files": []}, # Clear inputs after submission
|
| 477 |
+
None,
|
| 478 |
+
[msg]
|
| 479 |
)
|
| 480 |
|
| 481 |
submit_btn.click(
|
| 482 |
user,
|
| 483 |
+
[msg, chatbot],
|
| 484 |
[chatbot],
|
| 485 |
queue=False
|
| 486 |
).then(
|
| 487 |
bot,
|
| 488 |
+
[chatbot, system_message_box, max_tokens_slider, temperature_slider, top_p_slider,
|
| 489 |
frequency_penalty_slider, seed_slider, provider_radio, byok_textbox, custom_model_box,
|
| 490 |
model_search_box, featured_model_radio],
|
| 491 |
[chatbot]
|
| 492 |
).then(
|
| 493 |
+
lambda: {"text": "", "files": []}, # Clear inputs after submission
|
| 494 |
None,
|
| 495 |
+
[msg]
|
| 496 |
)
|
| 497 |
|
| 498 |
# Connect the model filter to update the radio choices
|