Spaces:
Sleeping
Sleeping
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,366 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import requests
|
| 3 |
+
import os
|
| 4 |
+
import json
|
| 5 |
+
from datetime import datetime
|
| 6 |
+
from typing import List, Tuple
|
| 7 |
+
|
| 8 |
+
# Configuration
|
| 9 |
+
OPENROUTER_API_KEY = os.getenv("OPENROUTER_API_KEY", "")
|
| 10 |
+
OPENROUTER_BASE_URL = "https://openrouter.ai/api/v1"
|
| 11 |
+
|
| 12 |
+
# Available models with details
|
| 13 |
+
MODELS = {
|
| 14 |
+
"OpenAI": {
|
| 15 |
+
"gpt-4-turbo-preview": "Latest GPT-4 Turbo",
|
| 16 |
+
"gpt-4": "GPT-4 Standard",
|
| 17 |
+
"gpt-3.5-turbo": "GPT-3.5 Turbo (Fastest)",
|
| 18 |
+
"gpt-3.5-turbo-16k": "GPT-3.5 Turbo 16K"
|
| 19 |
+
},
|
| 20 |
+
"Anthropic": {
|
| 21 |
+
"anthropic/claude-3-opus-20240229": "Claude 3 Opus (Most Powerful)",
|
| 22 |
+
"anthropic/claude-3-sonnet-20240229": "Claude 3 Sonnet (Balanced)",
|
| 23 |
+
"anthropic/claude-3-haiku-20240307": "Claude 3 Haiku (Fastest)",
|
| 24 |
+
"anthropic/claude-2.1": "Claude 2.1",
|
| 25 |
+
"anthropic/claude-instant-1.2": "Claude Instant"
|
| 26 |
+
},
|
| 27 |
+
"Google": {
|
| 28 |
+
"google/gemini-pro": "Gemini Pro",
|
| 29 |
+
"google/palm-2-chat-bison": "PaLM 2 Chat"
|
| 30 |
+
},
|
| 31 |
+
"Meta": {
|
| 32 |
+
"meta-llama/llama-3-70b-instruct": "Llama 3 70B",
|
| 33 |
+
"meta-llama/llama-3-8b-instruct": "Llama 3 8B",
|
| 34 |
+
"meta-llama/llama-2-70b-chat": "Llama 2 70B"
|
| 35 |
+
},
|
| 36 |
+
"Mistral": {
|
| 37 |
+
"mistralai/mistral-7b-instruct": "Mistral 7B",
|
| 38 |
+
"mistralai/mixtral-8x7b-instruct": "Mixtral 8x7B"
|
| 39 |
+
},
|
| 40 |
+
"Others": {
|
| 41 |
+
"databricks/dbrx-instruct": "DBRX Instruct",
|
| 42 |
+
"cohere/command-r-plus": "Command R+",
|
| 43 |
+
"zero-one-ai/yi-34b-chat": "Yi 34B Chat"
|
| 44 |
+
}
|
| 45 |
+
}
|
| 46 |
+
|
| 47 |
+
# Flatten models for dropdown
|
| 48 |
+
MODEL_OPTIONS = []
|
| 49 |
+
for provider, models in MODELS.items():
|
| 50 |
+
for model_id, model_name in models.items():
|
| 51 |
+
MODEL_OPTIONS.append(f"{provider}: {model_name}")
|
| 52 |
+
|
| 53 |
+
# Custom CSS
|
| 54 |
+
custom_css = """
|
| 55 |
+
.gradio-container {
|
| 56 |
+
font-family: 'Inter', sans-serif;
|
| 57 |
+
}
|
| 58 |
+
|
| 59 |
+
.main-container {
|
| 60 |
+
max-width: 1200px;
|
| 61 |
+
margin: 0 auto;
|
| 62 |
+
}
|
| 63 |
+
|
| 64 |
+
/* Chat container styling */
|
| 65 |
+
.chat-container {
|
| 66 |
+
height: 600px !important;
|
| 67 |
+
overflow-y: auto;
|
| 68 |
+
border-radius: 10px;
|
| 69 |
+
padding: 20px;
|
| 70 |
+
background-color: var(--background-fill-secondary);
|
| 71 |
+
}
|
| 72 |
+
|
| 73 |
+
/* Message styling */
|
| 74 |
+
.message {
|
| 75 |
+
margin: 10px 0;
|
| 76 |
+
padding: 15px;
|
| 77 |
+
border-radius: 10px;
|
| 78 |
+
animation: fadeIn 0.3s ease-in;
|
| 79 |
+
}
|
| 80 |
+
|
| 81 |
+
.user-message {
|
| 82 |
+
background-color: var(--primary-500);
|
| 83 |
+
color: white;
|
| 84 |
+
margin-left: 20%;
|
| 85 |
+
}
|
| 86 |
+
|
| 87 |
+
.assistant-message {
|
| 88 |
+
background-color: var(--neutral-100);
|
| 89 |
+
margin-right: 20%;
|
| 90 |
+
}
|
| 91 |
+
|
| 92 |
+
/* Input area styling */
|
| 93 |
+
.input-container {
|
| 94 |
+
border-top: 2px solid var(--border-color-primary);
|
| 95 |
+
padding-top: 20px;
|
| 96 |
+
margin-top: 20px;
|
| 97 |
+
}
|
| 98 |
+
|
| 99 |
+
/* Model selector styling */
|
| 100 |
+
.model-selector {
|
| 101 |
+
background-color: var(--background-fill-secondary);
|
| 102 |
+
padding: 10px;
|
| 103 |
+
border-radius: 8px;
|
| 104 |
+
margin-bottom: 10px;
|
| 105 |
+
}
|
| 106 |
+
|
| 107 |
+
/* Animation */
|
| 108 |
+
@keyframes fadeIn {
|
| 109 |
+
from { opacity: 0; transform: translateY(10px); }
|
| 110 |
+
to { opacity: 1; transform: translateY(0); }
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
/* Status indicator */
|
| 114 |
+
.status-indicator {
|
| 115 |
+
display: inline-block;
|
| 116 |
+
width: 10px;
|
| 117 |
+
height: 10px;
|
| 118 |
+
border-radius: 50%;
|
| 119 |
+
margin-right: 5px;
|
| 120 |
+
}
|
| 121 |
+
|
| 122 |
+
.status-online { background-color: #10b981; }
|
| 123 |
+
.status-offline { background-color: #ef4444; }
|
| 124 |
+
.status-loading { background-color: #f59e0b; }
|
| 125 |
+
"""
|
| 126 |
+
|
| 127 |
+
def get_model_id_from_name(model_name: str) -> str:
|
| 128 |
+
"""Extract model ID from display name"""
|
| 129 |
+
for provider, models in MODELS.items():
|
| 130 |
+
for model_id, name in models.items():
|
| 131 |
+
if f"{provider}: {name}" == model_name:
|
| 132 |
+
return model_id
|
| 133 |
+
return "gpt-3.5-turbo" # fallback
|
| 134 |
+
|
| 135 |
+
def check_api_status() -> bool:
|
| 136 |
+
"""Check if API key is set and valid"""
|
| 137 |
+
return bool(OPENROUTER_API_KEY)
|
| 138 |
+
|
| 139 |
+
def format_message_history(history: List[Tuple[str, str]]) -> List[dict]:
|
| 140 |
+
"""Format chat history for API request"""
|
| 141 |
+
messages = []
|
| 142 |
+
for user_msg, assistant_msg in history:
|
| 143 |
+
if user_msg:
|
| 144 |
+
messages.append({"role": "user", "content": user_msg})
|
| 145 |
+
if assistant_msg:
|
| 146 |
+
messages.append({"role": "assistant", "content": assistant_msg})
|
| 147 |
+
return messages
|
| 148 |
+
|
| 149 |
+
def call_openrouter_api(
|
| 150 |
+
message: str,
|
| 151 |
+
history: List[Tuple[str, str]],
|
| 152 |
+
model_name: str,
|
| 153 |
+
temperature: float,
|
| 154 |
+
max_tokens: int,
|
| 155 |
+
system_prompt: str
|
| 156 |
+
) -> str:
|
| 157 |
+
"""Call OpenRouter API"""
|
| 158 |
+
|
| 159 |
+
if not check_api_status():
|
| 160 |
+
return "β API Key not set. Please set OPENROUTER_API_KEY in Space Settings > Variables and Secrets"
|
| 161 |
+
|
| 162 |
+
model_id = get_model_id_from_name(model_name)
|
| 163 |
+
|
| 164 |
+
headers = {
|
| 165 |
+
"Authorization": f"Bearer {OPENROUTER_API_KEY}",
|
| 166 |
+
"Content-Type": "application/json",
|
| 167 |
+
"HTTP-Referer": "https://huggingface.co",
|
| 168 |
+
"X-Title": "HuggingFace Space"
|
| 169 |
+
}
|
| 170 |
+
|
| 171 |
+
# Build messages
|
| 172 |
+
messages = []
|
| 173 |
+
if system_prompt:
|
| 174 |
+
messages.append({"role": "system", "content": system_prompt})
|
| 175 |
+
|
| 176 |
+
messages.extend(format_message_history(history))
|
| 177 |
+
messages.append({"role": "user", "content": message})
|
| 178 |
+
|
| 179 |
+
data = {
|
| 180 |
+
"model": model_id,
|
| 181 |
+
"messages": messages,
|
| 182 |
+
"temperature": temperature,
|
| 183 |
+
"max_tokens": max_tokens,
|
| 184 |
+
"stream": True
|
| 185 |
+
}
|
| 186 |
+
|
| 187 |
+
try:
|
| 188 |
+
response = requests.post(
|
| 189 |
+
f"{OPENROUTER_BASE_URL}/chat/completions",
|
| 190 |
+
headers=headers,
|
| 191 |
+
json=data,
|
| 192 |
+
stream=True
|
| 193 |
+
)
|
| 194 |
+
|
| 195 |
+
if response.status_code != 200:
|
| 196 |
+
return f"β Error: {response.status_code} - {response.text}"
|
| 197 |
+
|
| 198 |
+
# Handle streaming response
|
| 199 |
+
full_response = ""
|
| 200 |
+
for line in response.iter_lines():
|
| 201 |
+
if line:
|
| 202 |
+
line_str = line.decode('utf-8')
|
| 203 |
+
if line_str.startswith("data: "):
|
| 204 |
+
if line_str == "data: [DONE]":
|
| 205 |
+
break
|
| 206 |
+
try:
|
| 207 |
+
chunk = json.loads(line_str[6:])
|
| 208 |
+
if 'choices' in chunk and chunk['choices']:
|
| 209 |
+
delta = chunk['choices'][0].get('delta', {})
|
| 210 |
+
content = delta.get('content', '')
|
| 211 |
+
full_response += content
|
| 212 |
+
yield full_response
|
| 213 |
+
except json.JSONDecodeError:
|
| 214 |
+
continue
|
| 215 |
+
|
| 216 |
+
except requests.exceptions.RequestException as e:
|
| 217 |
+
yield f"β Connection error: {str(e)}"
|
| 218 |
+
except Exception as e:
|
| 219 |
+
yield f"β Unexpected error: {str(e)}"
|
| 220 |
+
|
| 221 |
+
# Create Gradio interface
|
| 222 |
+
with gr.Blocks(css=custom_css, theme=gr.themes.Soft()) as demo:
|
| 223 |
+
# Header
|
| 224 |
+
gr.Markdown(
|
| 225 |
+
"""
|
| 226 |
+
# π OpenRouter Multi-Model Chat
|
| 227 |
+
|
| 228 |
+
<div style='text-align: center; margin-bottom: 20px;'>
|
| 229 |
+
<p>Chat with various AI models including GPT-4, Claude 3, Gemini, and more!</p>
|
| 230 |
+
<p>Powered by <a href='https://openrouter.ai' target='_blank'>OpenRouter</a></p>
|
| 231 |
+
</div>
|
| 232 |
+
"""
|
| 233 |
+
)
|
| 234 |
+
|
| 235 |
+
# API Status
|
| 236 |
+
with gr.Row():
|
| 237 |
+
with gr.Column(scale=1):
|
| 238 |
+
api_status = gr.Markdown(
|
| 239 |
+
f"**API Status:** {'π’ Connected' if check_api_status() else 'π΄ Not Connected'}"
|
| 240 |
+
)
|
| 241 |
+
|
| 242 |
+
# Main chat interface
|
| 243 |
+
with gr.Row():
|
| 244 |
+
# Left sidebar - Settings
|
| 245 |
+
with gr.Column(scale=3):
|
| 246 |
+
model_dropdown = gr.Dropdown(
|
| 247 |
+
choices=MODEL_OPTIONS,
|
| 248 |
+
value="OpenAI: GPT-3.5 Turbo (Fastest)",
|
| 249 |
+
label="π€ Select Model",
|
| 250 |
+
interactive=True
|
| 251 |
+
)
|
| 252 |
+
|
| 253 |
+
with gr.Accordion("βοΈ Advanced Settings", open=False):
|
| 254 |
+
system_prompt = gr.Textbox(
|
| 255 |
+
label="System Prompt",
|
| 256 |
+
placeholder="You are a helpful assistant...",
|
| 257 |
+
lines=3
|
| 258 |
+
)
|
| 259 |
+
|
| 260 |
+
temperature = gr.Slider(
|
| 261 |
+
minimum=0,
|
| 262 |
+
maximum=2,
|
| 263 |
+
value=0.7,
|
| 264 |
+
step=0.1,
|
| 265 |
+
label="Temperature (Creativity)"
|
| 266 |
+
)
|
| 267 |
+
|
| 268 |
+
max_tokens = gr.Slider(
|
| 269 |
+
minimum=50,
|
| 270 |
+
maximum=4096,
|
| 271 |
+
value=1024,
|
| 272 |
+
step=50,
|
| 273 |
+
label="Max Tokens"
|
| 274 |
+
)
|
| 275 |
+
|
| 276 |
+
# Model info
|
| 277 |
+
gr.Markdown(
|
| 278 |
+
"""
|
| 279 |
+
### π Model Categories
|
| 280 |
+
- **OpenAI**: GPT-4, GPT-3.5
|
| 281 |
+
- **Anthropic**: Claude 3 (Opus, Sonnet, Haiku)
|
| 282 |
+
- **Google**: Gemini Pro, PaLM 2
|
| 283 |
+
- **Meta**: Llama 3, Llama 2
|
| 284 |
+
- **Mistral**: Mistral 7B, Mixtral
|
| 285 |
+
"""
|
| 286 |
+
)
|
| 287 |
+
|
| 288 |
+
# Right side - Chat
|
| 289 |
+
with gr.Column(scale=7):
|
| 290 |
+
chatbot = gr.Chatbot(
|
| 291 |
+
height=500,
|
| 292 |
+
label="π¬ Conversation",
|
| 293 |
+
elem_classes="chat-container"
|
| 294 |
+
)
|
| 295 |
+
|
| 296 |
+
with gr.Row():
|
| 297 |
+
msg = gr.Textbox(
|
| 298 |
+
label="Type your message",
|
| 299 |
+
placeholder="Ask me anything...",
|
| 300 |
+
lines=2,
|
| 301 |
+
scale=9
|
| 302 |
+
)
|
| 303 |
+
|
| 304 |
+
with gr.Column(scale=1, min_width=80):
|
| 305 |
+
send_btn = gr.Button("Send π€", variant="primary")
|
| 306 |
+
clear_btn = gr.Button("Clear ποΈ")
|
| 307 |
+
|
| 308 |
+
# Examples
|
| 309 |
+
gr.Examples(
|
| 310 |
+
examples=[
|
| 311 |
+
"What are the key differences between GPT-4 and Claude 3?",
|
| 312 |
+
"Write a Python function to calculate fibonacci numbers",
|
| 313 |
+
"Explain quantum computing in simple terms",
|
| 314 |
+
"What's the meaning of life?",
|
| 315 |
+
"Help me write a professional email"
|
| 316 |
+
],
|
| 317 |
+
inputs=msg,
|
| 318 |
+
label="π‘ Example Prompts"
|
| 319 |
+
)
|
| 320 |
+
|
| 321 |
+
# Event handlers
|
| 322 |
+
def respond(message, chat_history, model, temp, tokens, sys_prompt):
|
| 323 |
+
bot_message = ""
|
| 324 |
+
for response in call_openrouter_api(
|
| 325 |
+
message, chat_history, model, temp, tokens, sys_prompt
|
| 326 |
+
):
|
| 327 |
+
bot_message = response
|
| 328 |
+
yield chat_history + [(message, bot_message)]
|
| 329 |
+
|
| 330 |
+
def clear_chat():
|
| 331 |
+
return None
|
| 332 |
+
|
| 333 |
+
# Connect events
|
| 334 |
+
msg.submit(
|
| 335 |
+
respond,
|
| 336 |
+
[msg, chatbot, model_dropdown, temperature, max_tokens, system_prompt],
|
| 337 |
+
chatbot
|
| 338 |
+
).then(
|
| 339 |
+
lambda: "", None, msg
|
| 340 |
+
)
|
| 341 |
+
|
| 342 |
+
send_btn.click(
|
| 343 |
+
respond,
|
| 344 |
+
[msg, chatbot, model_dropdown, temperature, max_tokens, system_prompt],
|
| 345 |
+
chatbot
|
| 346 |
+
).then(
|
| 347 |
+
lambda: "", None, msg
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
clear_btn.click(clear_chat, None, chatbot)
|
| 351 |
+
|
| 352 |
+
# Footer
|
| 353 |
+
gr.Markdown(
|
| 354 |
+
"""
|
| 355 |
+
---
|
| 356 |
+
<div style='text-align: center; color: gray;'>
|
| 357 |
+
Made with β€οΈ using Gradio |
|
| 358 |
+
<a href='https://github.com/yourusername/yourrepo' target='_blank'>GitHub</a> |
|
| 359 |
+
<a href='https://openrouter.ai/docs' target='_blank'>API Docs</a>
|
| 360 |
+
</div>
|
| 361 |
+
"""
|
| 362 |
+
)
|
| 363 |
+
|
| 364 |
+
# Launch
|
| 365 |
+
if __name__ == "__main__":
|
| 366 |
+
demo.launch()
|