update
Browse files
app.py
CHANGED
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@@ -0,0 +1,629 @@
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|
| 1 |
+
import gradio as gr
|
| 2 |
+
import os
|
| 3 |
+
from dotenv import load_dotenv
|
| 4 |
+
import openai
|
| 5 |
+
from openai import AsyncOpenAI
|
| 6 |
+
import asyncio
|
| 7 |
+
import json
|
| 8 |
+
import time
|
| 9 |
+
from datetime import datetime
|
| 10 |
+
from typing import List, Dict, Any
|
| 11 |
+
|
| 12 |
+
# Load environment variables
|
| 13 |
+
load_dotenv()
|
| 14 |
+
|
| 15 |
+
# Initialize client with API key from environment
|
| 16 |
+
initial_api_key = os.getenv("OPENAI_API_KEY")
|
| 17 |
+
|
| 18 |
+
# Global variables
|
| 19 |
+
current_api_key = initial_api_key
|
| 20 |
+
current_model = "gpt-4o-mini"
|
| 21 |
+
client = None
|
| 22 |
+
conversation_history = []
|
| 23 |
+
system_prompt = "You are a helpful, creative, and intelligent AI assistant. You provide accurate, detailed, and engaging responses while being friendly and professional."
|
| 24 |
+
|
| 25 |
+
# Initialize client if API key is available
|
| 26 |
+
if initial_api_key:
|
| 27 |
+
client = AsyncOpenAI(api_key=initial_api_key)
|
| 28 |
+
|
| 29 |
+
# Predefined system prompts
|
| 30 |
+
SYSTEM_PROMPTS = {
|
| 31 |
+
"Default Assistant": "You are a helpful, creative, and intelligent AI assistant. You provide accurate, detailed, and engaging responses while being friendly and professional.",
|
| 32 |
+
"Creative Writer": "You are a creative writing assistant. Help users with storytelling, creative writing, poetry, and imaginative content. Be expressive and inspiring.",
|
| 33 |
+
"Code Expert": "You are a programming expert. Provide clear, well-commented code solutions, explain programming concepts, and help debug issues. Focus on best practices and clean code.",
|
| 34 |
+
"Academic Tutor": "You are an academic tutor. Explain complex concepts clearly, provide step-by-step solutions, and help students understand difficult topics across various subjects.",
|
| 35 |
+
"Business Analyst": "You are a business consultant. Provide strategic insights, analyze market trends, suggest business solutions, and help with professional decision-making.",
|
| 36 |
+
"Health & Wellness": "You are a health and wellness advisor. Provide general health information, wellness tips, and lifestyle advice. Always remind users to consult healthcare professionals for medical issues.",
|
| 37 |
+
"Travel Guide": "You are a travel expert. Provide destination recommendations, travel tips, cultural insights, and help plan memorable trips around the world.",
|
| 38 |
+
"Tech Support": "You are a technical support specialist. Help troubleshoot technology issues, explain technical concepts simply, and provide step-by-step solutions.",
|
| 39 |
+
}
|
| 40 |
+
|
| 41 |
+
async def get_openai_response_stream(messages, model="gpt-4o-mini", temperature=0.7, max_tokens=2000):
|
| 42 |
+
"""Get streaming response from OpenAI API"""
|
| 43 |
+
try:
|
| 44 |
+
stream = await client.chat.completions.create(
|
| 45 |
+
model=model,
|
| 46 |
+
messages=messages,
|
| 47 |
+
temperature=temperature,
|
| 48 |
+
max_tokens=max_tokens,
|
| 49 |
+
stream=True
|
| 50 |
+
)
|
| 51 |
+
|
| 52 |
+
full_response = ""
|
| 53 |
+
async for chunk in stream:
|
| 54 |
+
if chunk.choices[0].delta.content is not None:
|
| 55 |
+
content = chunk.choices[0].delta.content
|
| 56 |
+
full_response += content
|
| 57 |
+
yield full_response
|
| 58 |
+
except Exception as e:
|
| 59 |
+
yield f"Error: {str(e)}"
|
| 60 |
+
|
| 61 |
+
def update_conversation_history(user_msg, assistant_msg, system_msg):
|
| 62 |
+
"""Update the global conversation history"""
|
| 63 |
+
global conversation_history
|
| 64 |
+
|
| 65 |
+
# Add system message if it's the first message or changed
|
| 66 |
+
if not conversation_history or conversation_history[0]["content"] != system_msg:
|
| 67 |
+
conversation_history = [{"role": "system", "content": system_msg}]
|
| 68 |
+
|
| 69 |
+
# Add user and assistant messages
|
| 70 |
+
conversation_history.append({"role": "user", "content": user_msg})
|
| 71 |
+
conversation_history.append({"role": "assistant", "content": assistant_msg})
|
| 72 |
+
|
| 73 |
+
# Keep only last 20 messages (plus system prompt) to manage context length
|
| 74 |
+
if len(conversation_history) > 41: # 1 system + 40 messages
|
| 75 |
+
conversation_history = conversation_history[:1] + conversation_history[-40:]
|
| 76 |
+
|
| 77 |
+
async def chat_response_stream(message, history, api_key, model, temperature, max_tokens, system_prompt_choice, custom_system_prompt):
|
| 78 |
+
"""Handle streaming chat response"""
|
| 79 |
+
global client, current_api_key, current_model, system_prompt
|
| 80 |
+
|
| 81 |
+
# Update API key if provided and different
|
| 82 |
+
if api_key and api_key.strip() != current_api_key:
|
| 83 |
+
current_api_key = api_key.strip()
|
| 84 |
+
if current_api_key:
|
| 85 |
+
client = AsyncOpenAI(api_key=current_api_key)
|
| 86 |
+
else:
|
| 87 |
+
client = None
|
| 88 |
+
elif not api_key and current_api_key:
|
| 89 |
+
current_api_key = None
|
| 90 |
+
client = None
|
| 91 |
+
|
| 92 |
+
# Check if client exists
|
| 93 |
+
if client is None:
|
| 94 |
+
history.append({"role": "user", "content": message})
|
| 95 |
+
history.append({"role": "assistant", "content": "๐ Please provide your OpenAI API key to start the conversation."})
|
| 96 |
+
return history, ""
|
| 97 |
+
|
| 98 |
+
# Update model
|
| 99 |
+
current_model = model
|
| 100 |
+
|
| 101 |
+
# Update system prompt
|
| 102 |
+
if system_prompt_choice == "Custom" and custom_system_prompt.strip():
|
| 103 |
+
system_prompt = custom_system_prompt.strip()
|
| 104 |
+
else:
|
| 105 |
+
system_prompt = SYSTEM_PROMPTS.get(system_prompt_choice, SYSTEM_PROMPTS["Default Assistant"])
|
| 106 |
+
|
| 107 |
+
if not message.strip():
|
| 108 |
+
history.append({"role": "user", "content": message})
|
| 109 |
+
history.append({"role": "assistant", "content": "โ ๏ธ Please enter a message to continue our conversation."})
|
| 110 |
+
return history, ""
|
| 111 |
+
|
| 112 |
+
# Add user message to history
|
| 113 |
+
history.append({"role": "user", "content": message})
|
| 114 |
+
history.append({"role": "assistant", "content": "๐ค Thinking..."})
|
| 115 |
+
|
| 116 |
+
# Prepare messages for API
|
| 117 |
+
messages = [{"role": "system", "content": system_prompt}]
|
| 118 |
+
for msg in history[:-1]: # Exclude the "Thinking..." message
|
| 119 |
+
messages.append(msg)
|
| 120 |
+
|
| 121 |
+
# Get streaming response
|
| 122 |
+
full_response = ""
|
| 123 |
+
try:
|
| 124 |
+
async for partial_response in get_openai_response_stream(messages, current_model, temperature, max_tokens):
|
| 125 |
+
full_response = partial_response
|
| 126 |
+
history[-1]["content"] = full_response
|
| 127 |
+
yield history, ""
|
| 128 |
+
|
| 129 |
+
# Update conversation history for context
|
| 130 |
+
update_conversation_history(message, full_response, system_prompt)
|
| 131 |
+
|
| 132 |
+
except Exception as e:
|
| 133 |
+
history[-1]["content"] = f"โ Error: {str(e)}"
|
| 134 |
+
yield history, ""
|
| 135 |
+
|
| 136 |
+
def clear_chat():
|
| 137 |
+
"""Clear the chat history and conversation memory"""
|
| 138 |
+
global conversation_history
|
| 139 |
+
conversation_history = []
|
| 140 |
+
return []
|
| 141 |
+
|
| 142 |
+
def export_conversation(history):
|
| 143 |
+
"""Export conversation as JSON"""
|
| 144 |
+
if not history:
|
| 145 |
+
return None
|
| 146 |
+
|
| 147 |
+
export_data = {
|
| 148 |
+
"timestamp": datetime.now().isoformat(),
|
| 149 |
+
"model": current_model,
|
| 150 |
+
"system_prompt": system_prompt,
|
| 151 |
+
"conversation": history
|
| 152 |
+
}
|
| 153 |
+
|
| 154 |
+
filename = f"conversation_{datetime.now().strftime('%Y%m%d_%H%M%S')}.json"
|
| 155 |
+
with open(filename, 'w', encoding='utf-8') as f:
|
| 156 |
+
json.dump(export_data, f, indent=2, ensure_ascii=False)
|
| 157 |
+
|
| 158 |
+
return filename
|
| 159 |
+
|
| 160 |
+
def get_status_info():
|
| 161 |
+
"""Get current status information"""
|
| 162 |
+
status = f"๐ข **Active** | Model: {current_model} | Messages: {len(conversation_history)} | Time: {datetime.now().strftime('%H:%M:%S')}"
|
| 163 |
+
return status
|
| 164 |
+
|
| 165 |
+
def get_model_info(model):
|
| 166 |
+
"""Get information about the selected model"""
|
| 167 |
+
model_info = {
|
| 168 |
+
"gpt-3.5-turbo": "โก **GPT-3.5 Turbo** - Fast and efficient for most tasks. Cost-effective choice.",
|
| 169 |
+
"gpt-4": "๐ง **GPT-4** - Most capable model with superior reasoning. Higher cost but better quality.",
|
| 170 |
+
"gpt-4-turbo": "๐ **GPT-4 Turbo** - Latest GPT-4 with improved performance and larger context window.",
|
| 171 |
+
"gpt-4o": "โจ **GPT-4o** - Optimized for conversation with multimodal capabilities.",
|
| 172 |
+
"gpt-4o-mini": "๐ซ **GPT-4o Mini** - Lightweight version of GPT-4o. Great balance of speed and capability."
|
| 173 |
+
}
|
| 174 |
+
return model_info.get(model, "๐ Model information not available.")
|
| 175 |
+
|
| 176 |
+
# Enhanced CSS with ChatGPT-like styling
|
| 177 |
+
custom_css = """
|
| 178 |
+
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
|
| 179 |
+
|
| 180 |
+
:root {
|
| 181 |
+
--primary-color: #10a37f;
|
| 182 |
+
--primary-hover: #0d8d6c;
|
| 183 |
+
--secondary-color: #f7f7f8;
|
| 184 |
+
--accent-color: #0066cc;
|
| 185 |
+
--success-color: #10a37f;
|
| 186 |
+
--warning-color: #ff9500;
|
| 187 |
+
--error-color: #ff3333;
|
| 188 |
+
--background-primary: #ffffff;
|
| 189 |
+
--background-secondary: #f7f7f8;
|
| 190 |
+
--background-chat: #ffffff;
|
| 191 |
+
--text-primary: #2d3748;
|
| 192 |
+
--text-secondary: #4a5568;
|
| 193 |
+
--text-light: #718096;
|
| 194 |
+
--border-color: #e2e8f0;
|
| 195 |
+
--shadow-primary: 0 2px 8px rgba(0, 0, 0, 0.1);
|
| 196 |
+
--shadow-secondary: 0 1px 3px rgba(0, 0, 0, 0.1);
|
| 197 |
+
}
|
| 198 |
+
|
| 199 |
+
* {
|
| 200 |
+
font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
|
| 201 |
+
}
|
| 202 |
+
|
| 203 |
+
.gradio-container {
|
| 204 |
+
background: var(--background-primary);
|
| 205 |
+
color: var(--text-primary);
|
| 206 |
+
min-height: 100vh;
|
| 207 |
+
}
|
| 208 |
+
|
| 209 |
+
/* Header styling */
|
| 210 |
+
.header {
|
| 211 |
+
background: linear-gradient(135deg, var(--primary-color) 0%, var(--accent-color) 100%);
|
| 212 |
+
color: white;
|
| 213 |
+
padding: 20px;
|
| 214 |
+
text-align: center;
|
| 215 |
+
border-radius: 0 0 20px 20px;
|
| 216 |
+
margin-bottom: 20px;
|
| 217 |
+
box-shadow: var(--shadow-primary);
|
| 218 |
+
}
|
| 219 |
+
|
| 220 |
+
.header h1 {
|
| 221 |
+
font-size: 2.5em;
|
| 222 |
+
font-weight: 700;
|
| 223 |
+
margin: 0;
|
| 224 |
+
text-shadow: 0 2px 4px rgba(0, 0, 0, 0.1);
|
| 225 |
+
}
|
| 226 |
+
|
| 227 |
+
.header p {
|
| 228 |
+
font-size: 1.1em;
|
| 229 |
+
margin: 10px 0 0 0;
|
| 230 |
+
opacity: 0.9;
|
| 231 |
+
}
|
| 232 |
+
|
| 233 |
+
/* Settings panel styling */
|
| 234 |
+
.settings-panel {
|
| 235 |
+
background: var(--background-secondary);
|
| 236 |
+
border: 1px solid var(--border-color);
|
| 237 |
+
border-radius: 12px;
|
| 238 |
+
padding: 20px;
|
| 239 |
+
margin-bottom: 20px;
|
| 240 |
+
box-shadow: var(--shadow-secondary);
|
| 241 |
+
}
|
| 242 |
+
|
| 243 |
+
.settings-panel h3 {
|
| 244 |
+
color: var(--text-primary);
|
| 245 |
+
margin-top: 0;
|
| 246 |
+
margin-bottom: 15px;
|
| 247 |
+
font-weight: 600;
|
| 248 |
+
}
|
| 249 |
+
|
| 250 |
+
/* Chat container styling */
|
| 251 |
+
.chat-container {
|
| 252 |
+
background: var(--background-chat);
|
| 253 |
+
border: 1px solid var(--border-color);
|
| 254 |
+
border-radius: 12px;
|
| 255 |
+
box-shadow: var(--shadow-secondary);
|
| 256 |
+
overflow: hidden;
|
| 257 |
+
}
|
| 258 |
+
|
| 259 |
+
/* Status bar styling */
|
| 260 |
+
.status-bar {
|
| 261 |
+
background: linear-gradient(135deg, var(--success-color), var(--accent-color));
|
| 262 |
+
color: white;
|
| 263 |
+
padding: 10px 15px;
|
| 264 |
+
border-radius: 8px;
|
| 265 |
+
margin: 10px 0;
|
| 266 |
+
font-size: 0.9em;
|
| 267 |
+
font-weight: 500;
|
| 268 |
+
}
|
| 269 |
+
|
| 270 |
+
/* Model info styling */
|
| 271 |
+
.model-info {
|
| 272 |
+
background: var(--background-secondary);
|
| 273 |
+
border: 1px solid var(--border-color);
|
| 274 |
+
border-radius: 8px;
|
| 275 |
+
padding: 15px;
|
| 276 |
+
margin: 10px 0;
|
| 277 |
+
font-size: 0.9em;
|
| 278 |
+
}
|
| 279 |
+
|
| 280 |
+
/* Button styling */
|
| 281 |
+
.gr-button {
|
| 282 |
+
background: var(--primary-color);
|
| 283 |
+
color: white;
|
| 284 |
+
border: none;
|
| 285 |
+
border-radius: 8px;
|
| 286 |
+
padding: 10px 20px;
|
| 287 |
+
font-weight: 500;
|
| 288 |
+
transition: all 0.2s ease;
|
| 289 |
+
cursor: pointer;
|
| 290 |
+
}
|
| 291 |
+
|
| 292 |
+
.gr-button:hover {
|
| 293 |
+
background: var(--primary-hover);
|
| 294 |
+
transform: translateY(-1px);
|
| 295 |
+
}
|
| 296 |
+
|
| 297 |
+
.gr-button[variant="secondary"] {
|
| 298 |
+
background: var(--warning-color);
|
| 299 |
+
}
|
| 300 |
+
|
| 301 |
+
.gr-button[variant="secondary"]:hover {
|
| 302 |
+
background: #e6850e;
|
| 303 |
+
}
|
| 304 |
+
|
| 305 |
+
/* Input styling */
|
| 306 |
+
.gr-textbox, .gr-dropdown, .gr-slider {
|
| 307 |
+
border: 1px solid var(--border-color);
|
| 308 |
+
border-radius: 8px;
|
| 309 |
+
padding: 10px;
|
| 310 |
+
font-size: 14px;
|
| 311 |
+
transition: border-color 0.2s ease;
|
| 312 |
+
}
|
| 313 |
+
|
| 314 |
+
.gr-textbox:focus, .gr-dropdown:focus {
|
| 315 |
+
border-color: var(--primary-color);
|
| 316 |
+
outline: none;
|
| 317 |
+
box-shadow: 0 0 0 3px rgba(16, 163, 127, 0.1);
|
| 318 |
+
}
|
| 319 |
+
|
| 320 |
+
/* Chatbot styling */
|
| 321 |
+
.gr-chatbot {
|
| 322 |
+
background: transparent;
|
| 323 |
+
border: none;
|
| 324 |
+
font-size: 14px;
|
| 325 |
+
line-height: 1.6;
|
| 326 |
+
}
|
| 327 |
+
|
| 328 |
+
/* Message styling */
|
| 329 |
+
.message {
|
| 330 |
+
padding: 15px;
|
| 331 |
+
margin: 8px 0;
|
| 332 |
+
border-radius: 12px;
|
| 333 |
+
max-width: 85%;
|
| 334 |
+
word-wrap: break-word;
|
| 335 |
+
}
|
| 336 |
+
|
| 337 |
+
.message.user {
|
| 338 |
+
background: var(--primary-color);
|
| 339 |
+
color: white;
|
| 340 |
+
margin-left: auto;
|
| 341 |
+
margin-right: 0;
|
| 342 |
+
}
|
| 343 |
+
|
| 344 |
+
.message.assistant {
|
| 345 |
+
background: var(--background-secondary);
|
| 346 |
+
color: var(--text-primary);
|
| 347 |
+
margin-right: auto;
|
| 348 |
+
margin-left: 0;
|
| 349 |
+
}
|
| 350 |
+
|
| 351 |
+
/* Advanced controls */
|
| 352 |
+
.advanced-controls {
|
| 353 |
+
background: var(--background-secondary);
|
| 354 |
+
border: 1px solid var(--border-color);
|
| 355 |
+
border-radius: 8px;
|
| 356 |
+
padding: 15px;
|
| 357 |
+
margin: 10px 0;
|
| 358 |
+
}
|
| 359 |
+
|
| 360 |
+
.advanced-controls h4 {
|
| 361 |
+
margin-top: 0;
|
| 362 |
+
margin-bottom: 10px;
|
| 363 |
+
color: var(--text-primary);
|
| 364 |
+
}
|
| 365 |
+
|
| 366 |
+
/* Responsive design */
|
| 367 |
+
@media (max-width: 768px) {
|
| 368 |
+
.header h1 {
|
| 369 |
+
font-size: 2em;
|
| 370 |
+
}
|
| 371 |
+
|
| 372 |
+
.settings-panel {
|
| 373 |
+
padding: 15px;
|
| 374 |
+
}
|
| 375 |
+
|
| 376 |
+
.gr-button {
|
| 377 |
+
padding: 8px 16px;
|
| 378 |
+
font-size: 13px;
|
| 379 |
+
}
|
| 380 |
+
}
|
| 381 |
+
|
| 382 |
+
/* Loading animation */
|
| 383 |
+
@keyframes thinking {
|
| 384 |
+
0%, 80%, 100% { opacity: 1; }
|
| 385 |
+
40% { opacity: 0.3; }
|
| 386 |
+
}
|
| 387 |
+
|
| 388 |
+
.thinking {
|
| 389 |
+
animation: thinking 1.5s infinite;
|
| 390 |
+
}
|
| 391 |
+
|
| 392 |
+
/* Fade in animation */
|
| 393 |
+
@keyframes fadeIn {
|
| 394 |
+
from { opacity: 0; transform: translateY(10px); }
|
| 395 |
+
to { opacity: 1; transform: translateY(0); }
|
| 396 |
+
}
|
| 397 |
+
|
| 398 |
+
.fade-in {
|
| 399 |
+
animation: fadeIn 0.3s ease-out;
|
| 400 |
+
}
|
| 401 |
+
"""
|
| 402 |
+
|
| 403 |
+
# Create the ChatGPT-like interface
|
| 404 |
+
with gr.Blocks(css=custom_css, title="๐ค ChatGPT-like AI Assistant", theme=gr.themes.Soft()) as demo:
|
| 405 |
+
# Header
|
| 406 |
+
with gr.Row(elem_classes="header"):
|
| 407 |
+
gr.HTML("""
|
| 408 |
+
<div>
|
| 409 |
+
<h1>๐ค ChatGPT-like AI Assistant</h1>
|
| 410 |
+
<p>Powered by OpenAI's GPT models with advanced conversation features</p>
|
| 411 |
+
</div>
|
| 412 |
+
""")
|
| 413 |
+
|
| 414 |
+
with gr.Row():
|
| 415 |
+
# Left column - Settings and controls
|
| 416 |
+
with gr.Column(scale=1):
|
| 417 |
+
with gr.Group(elem_classes="settings-panel fade-in"):
|
| 418 |
+
gr.Markdown("### โ๏ธ **Configuration**")
|
| 419 |
+
|
| 420 |
+
# API Key
|
| 421 |
+
api_key_input = gr.Textbox(
|
| 422 |
+
label="๐ OpenAI API Key",
|
| 423 |
+
type="password",
|
| 424 |
+
value=initial_api_key,
|
| 425 |
+
placeholder="sk-...",
|
| 426 |
+
info="Your OpenAI API key for accessing GPT models"
|
| 427 |
+
)
|
| 428 |
+
|
| 429 |
+
# Model Selection
|
| 430 |
+
model_dropdown = gr.Dropdown(
|
| 431 |
+
choices=[
|
| 432 |
+
"gpt-4o-mini",
|
| 433 |
+
"gpt-4o",
|
| 434 |
+
"gpt-4-turbo",
|
| 435 |
+
"gpt-4",
|
| 436 |
+
"gpt-3.5-turbo"
|
| 437 |
+
],
|
| 438 |
+
value="gpt-4o-mini",
|
| 439 |
+
label="๐ง AI Model",
|
| 440 |
+
info="Choose the GPT model for your conversation"
|
| 441 |
+
)
|
| 442 |
+
|
| 443 |
+
# Model information display
|
| 444 |
+
model_info_display = gr.Markdown(
|
| 445 |
+
get_model_info("gpt-4o-mini"),
|
| 446 |
+
elem_classes="model-info"
|
| 447 |
+
)
|
| 448 |
+
|
| 449 |
+
# System Prompt Selection
|
| 450 |
+
system_prompt_dropdown = gr.Dropdown(
|
| 451 |
+
choices=list(SYSTEM_PROMPTS.keys()) + ["Custom"],
|
| 452 |
+
value="Default Assistant",
|
| 453 |
+
label="๐ญ Assistant Personality",
|
| 454 |
+
info="Choose how the AI should behave"
|
| 455 |
+
)
|
| 456 |
+
|
| 457 |
+
# Custom System Prompt
|
| 458 |
+
custom_system_prompt = gr.Textbox(
|
| 459 |
+
label="โ๏ธ Custom System Prompt",
|
| 460 |
+
placeholder="Enter your custom system prompt here...",
|
| 461 |
+
lines=3,
|
| 462 |
+
visible=False,
|
| 463 |
+
info="Define custom behavior for the AI"
|
| 464 |
+
)
|
| 465 |
+
|
| 466 |
+
# Advanced Controls
|
| 467 |
+
with gr.Group(elem_classes="advanced-controls fade-in"):
|
| 468 |
+
gr.Markdown("### ๐๏ธ **Advanced Settings**")
|
| 469 |
+
|
| 470 |
+
temperature_slider = gr.Slider(
|
| 471 |
+
minimum=0.1,
|
| 472 |
+
maximum=2.0,
|
| 473 |
+
value=0.7,
|
| 474 |
+
step=0.1,
|
| 475 |
+
label="๐ก๏ธ Temperature",
|
| 476 |
+
info="Higher values = more creative, lower = more focused"
|
| 477 |
+
)
|
| 478 |
+
|
| 479 |
+
max_tokens_slider = gr.Slider(
|
| 480 |
+
minimum=100,
|
| 481 |
+
maximum=4000,
|
| 482 |
+
value=2000,
|
| 483 |
+
step=100,
|
| 484 |
+
label="๐ Max Tokens",
|
| 485 |
+
info="Maximum length of the AI response"
|
| 486 |
+
)
|
| 487 |
+
|
| 488 |
+
# Control Buttons
|
| 489 |
+
with gr.Group(elem_classes="settings-panel fade-in"):
|
| 490 |
+
gr.Markdown("### ๐ฎ **Controls**")
|
| 491 |
+
|
| 492 |
+
with gr.Row():
|
| 493 |
+
clear_btn = gr.Button("๐๏ธ Clear Chat", variant="secondary")
|
| 494 |
+
export_btn = gr.Button("๐ฅ Export", variant="primary")
|
| 495 |
+
|
| 496 |
+
# Status Display
|
| 497 |
+
status_display = gr.Markdown(
|
| 498 |
+
get_status_info(),
|
| 499 |
+
elem_classes="status-bar"
|
| 500 |
+
)
|
| 501 |
+
|
| 502 |
+
# Tips and Info
|
| 503 |
+
with gr.Group(elem_classes="settings-panel fade-in"):
|
| 504 |
+
gr.Markdown("""
|
| 505 |
+
### ๐ก **Tips**
|
| 506 |
+
- **Temperature**: 0.3-0.7 for focused responses, 0.7-1.2 for creative writing
|
| 507 |
+
- **Max Tokens**: Higher values allow longer responses but cost more
|
| 508 |
+
- **System Prompts**: Try different personalities for varied conversation styles
|
| 509 |
+
- **Memory**: The AI remembers your conversation context automatically
|
| 510 |
+
""")
|
| 511 |
+
|
| 512 |
+
# Right column - Chat interface
|
| 513 |
+
with gr.Column(scale=2):
|
| 514 |
+
with gr.Group(elem_classes="chat-container fade-in"):
|
| 515 |
+
# Chat interface
|
| 516 |
+
chatbot = gr.Chatbot(
|
| 517 |
+
label="๐ฌ **Conversation**",
|
| 518 |
+
height=600,
|
| 519 |
+
show_copy_button=True,
|
| 520 |
+
show_label=True,
|
| 521 |
+
container=True,
|
| 522 |
+
type="messages",
|
| 523 |
+
avatar_images=("https://cdn-icons-png.flaticon.com/512/847/847969.png",
|
| 524 |
+
"https://cdn-icons-png.flaticon.com/512/4712/4712109.png")
|
| 525 |
+
)
|
| 526 |
+
|
| 527 |
+
# Message input
|
| 528 |
+
with gr.Row():
|
| 529 |
+
msg = gr.Textbox(
|
| 530 |
+
label="",
|
| 531 |
+
placeholder="Type your message here... (Shift+Enter for new line)",
|
| 532 |
+
lines=2,
|
| 533 |
+
max_lines=6,
|
| 534 |
+
scale=4,
|
| 535 |
+
container=False,
|
| 536 |
+
autofocus=True
|
| 537 |
+
)
|
| 538 |
+
send_btn = gr.Button("๐ค Send", variant="primary", scale=1)
|
| 539 |
+
|
| 540 |
+
# Welcome message
|
| 541 |
+
with gr.Group(elem_classes="settings-panel fade-in"):
|
| 542 |
+
gr.Markdown("""
|
| 543 |
+
## ๐ **Welcome to Your AI Assistant!**
|
| 544 |
+
|
| 545 |
+
This ChatGPT-like interface offers advanced features for natural conversation:
|
| 546 |
+
|
| 547 |
+
### โจ **Key Features**
|
| 548 |
+
- **๐ง Multiple AI Models**: Choose from GPT-3.5, GPT-4, and GPT-4o variants
|
| 549 |
+
- **๐ญ Personality Modes**: Pre-configured system prompts for different use cases
|
| 550 |
+
- **๐พ Conversation Memory**: Maintains context throughout your session
|
| 551 |
+
- **๐๏ธ Advanced Controls**: Fine-tune temperature and response length
|
| 552 |
+
- **๐ฅ Export Conversations**: Save your chats as JSON files
|
| 553 |
+
- **โก Streaming Responses**: Real-time response generation
|
| 554 |
+
|
| 555 |
+
### ๐ฏ **Getting Started**
|
| 556 |
+
1. **Add your OpenAI API key** (required for functionality)
|
| 557 |
+
2. **Choose your preferred model** (GPT-4o-mini recommended for speed)
|
| 558 |
+
3. **Select an assistant personality** or create your own
|
| 559 |
+
4. **Start chatting** - the AI will remember your conversation!
|
| 560 |
+
|
| 561 |
+
*Built with โค๏ธ for the best conversational AI experience*
|
| 562 |
+
""")
|
| 563 |
+
|
| 564 |
+
# Event handlers
|
| 565 |
+
def submit_message(message, history, api_key, model, temperature, max_tokens, system_prompt_choice, custom_system_prompt):
|
| 566 |
+
"""Handle message submission"""
|
| 567 |
+
if not message.strip():
|
| 568 |
+
return history, ""
|
| 569 |
+
|
| 570 |
+
# Use async generator for streaming
|
| 571 |
+
return chat_response_stream(message, history, api_key, model, temperature, max_tokens, system_prompt_choice, custom_system_prompt)
|
| 572 |
+
|
| 573 |
+
def on_system_prompt_change(choice):
|
| 574 |
+
"""Handle system prompt dropdown change"""
|
| 575 |
+
if choice == "Custom":
|
| 576 |
+
return gr.update(visible=True)
|
| 577 |
+
else:
|
| 578 |
+
return gr.update(visible=False)
|
| 579 |
+
|
| 580 |
+
def on_model_change(model):
|
| 581 |
+
"""Handle model selection change"""
|
| 582 |
+
return get_model_info(model), get_status_info()
|
| 583 |
+
|
| 584 |
+
def refresh_status():
|
| 585 |
+
"""Refresh status display"""
|
| 586 |
+
return get_status_info()
|
| 587 |
+
|
| 588 |
+
# Connect events
|
| 589 |
+
send_btn.click(
|
| 590 |
+
submit_message,
|
| 591 |
+
inputs=[msg, chatbot, api_key_input, model_dropdown, temperature_slider, max_tokens_slider, system_prompt_dropdown, custom_system_prompt],
|
| 592 |
+
outputs=[chatbot, msg]
|
| 593 |
+
)
|
| 594 |
+
|
| 595 |
+
msg.submit(
|
| 596 |
+
submit_message,
|
| 597 |
+
inputs=[msg, chatbot, api_key_input, model_dropdown, temperature_slider, max_tokens_slider, system_prompt_dropdown, custom_system_prompt],
|
| 598 |
+
outputs=[chatbot, msg]
|
| 599 |
+
)
|
| 600 |
+
|
| 601 |
+
clear_btn.click(
|
| 602 |
+
clear_chat,
|
| 603 |
+
outputs=[chatbot]
|
| 604 |
+
)
|
| 605 |
+
|
| 606 |
+
system_prompt_dropdown.change(
|
| 607 |
+
on_system_prompt_change,
|
| 608 |
+
inputs=[system_prompt_dropdown],
|
| 609 |
+
outputs=[custom_system_prompt]
|
| 610 |
+
)
|
| 611 |
+
|
| 612 |
+
model_dropdown.change(
|
| 613 |
+
on_model_change,
|
| 614 |
+
inputs=[model_dropdown],
|
| 615 |
+
outputs=[model_info_display, status_display]
|
| 616 |
+
)
|
| 617 |
+
|
| 618 |
+
# Auto-refresh status
|
| 619 |
+
demo.load(refresh_status, outputs=[status_display])
|
| 620 |
+
|
| 621 |
+
# Launch the application
|
| 622 |
+
if __name__ == "__main__":
|
| 623 |
+
demo.launch(
|
| 624 |
+
share=False,
|
| 625 |
+
show_error=True,
|
| 626 |
+
show_api=False,
|
| 627 |
+
quiet=False,
|
| 628 |
+
ssl_verify=False
|
| 629 |
+
)
|