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Browse files- app.py +365 -0
- requirements.txt +12 -0
app.py
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| 1 |
+
import gradio as gr
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| 2 |
+
from huggingface_hub import InferenceClient
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| 3 |
+
import os
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| 4 |
+
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| 5 |
+
# Initialize the client
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| 6 |
+
client = InferenceClient(
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| 7 |
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model="deepseek-ai/DeepSeek-R1-0528-Qwen3-8B",
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| 8 |
+
token=os.getenv("HF_TOKEN")
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| 9 |
+
)
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| 10 |
+
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| 11 |
+
# Default system prompts
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| 12 |
+
SYSTEM_PROMPTS = {
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| 13 |
+
"Default Assistant": "You are a helpful, harmless, and honest AI assistant. Provide clear, accurate, and thoughtful responses.",
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| 14 |
+
"Creative Writer": "You are a creative writing assistant. Help users with storytelling, poetry, and imaginative content. Be expressive and artistic.",
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| 15 |
+
"Code Helper": "You are an expert programmer. Help users write, debug, and understand code. Provide clear explanations and best practices.",
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| 16 |
+
"Socratic Teacher": "You are a Socratic teacher. Instead of giving direct answers, guide users to discover answers through thoughtful questions.",
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| 17 |
+
"Friendly Chat": "You are a friendly conversational partner. Be warm, engaging, and personable. Use casual language and show genuine interest.",
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| 18 |
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"Custom": ""
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| 19 |
+
}
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| 20 |
+
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| 21 |
+
def format_thinking(content):
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| 22 |
+
"""Format thinking tags for display"""
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| 23 |
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if "" in content:
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| 24 |
+
parts = content.split("" in part:
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| 25 |
+
think_content, rest = part.split("", 1)
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| 26 |
+
formatted += f"\n\n<details><summary>💭 Thinking Process</summary>\n\n{think_content.strip()}\n\n</details>\n\n{rest}"
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| 27 |
+
else:
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| 28 |
+
formatted += part
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| 29 |
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return formatted
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| 30 |
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return content
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| 31 |
+
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| 32 |
+
def chat(message, history, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking):
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| 33 |
+
"""Main chat function with streaming support"""
|
| 34 |
+
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| 35 |
+
# Determine system prompt
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| 36 |
+
if system_prompt_choice == "Custom":
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| 37 |
+
system_content = custom_system_prompt if custom_system_prompt.strip() else SYSTEM_PROMPTS["Default Assistant"]
|
| 38 |
+
else:
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| 39 |
+
system_content = SYSTEM_PROMPTS.get(system_prompt_choice, SYSTEM_PROMPTS["Default Assistant"])
|
| 40 |
+
|
| 41 |
+
# Build messages
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| 42 |
+
messages = [{"role": "system", "content": system_content}]
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| 43 |
+
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| 44 |
+
# Add history
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| 45 |
+
for msg in history:
|
| 46 |
+
if msg["role"] == "user":
|
| 47 |
+
messages.append({"role": "user", "content": msg["content"]})
|
| 48 |
+
elif msg["role"] == "assistant":
|
| 49 |
+
# Clean up thinking tags from history
|
| 50 |
+
content = msg["content"]
|
| 51 |
+
if "<details>" in content:
|
| 52 |
+
# Remove the formatted thinking for API calls
|
| 53 |
+
import re
|
| 54 |
+
content = re.sub(r'<details>.*?</details>', '', content, flags=re.DOTALL)
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| 55 |
+
messages.append({"role": "assistant", "content": content.strip()})
|
| 56 |
+
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| 57 |
+
# Add current message
|
| 58 |
+
messages.append({"role": "user", "content": message})
|
| 59 |
+
|
| 60 |
+
try:
|
| 61 |
+
response = ""
|
| 62 |
+
stream = client.chat_completion(
|
| 63 |
+
messages=messages,
|
| 64 |
+
max_tokens=max_tokens,
|
| 65 |
+
temperature=temperature,
|
| 66 |
+
top_p=top_p,
|
| 67 |
+
stream=True
|
| 68 |
+
)
|
| 69 |
+
|
| 70 |
+
for chunk in stream:
|
| 71 |
+
if chunk.choices[0].delta.content:
|
| 72 |
+
response += chunk.choices[0].delta.content
|
| 73 |
+
# Format thinking if enabled
|
| 74 |
+
if show_thinking:
|
| 75 |
+
yield format_thinking(response)
|
| 76 |
+
else:
|
| 77 |
+
# Hide thinking content
|
| 78 |
+
display_response = response
|
| 79 |
+
if "" in display_response:
|
| 80 |
+
import re
|
| 81 |
+
display_response = re.sub(r'', '', display_response, flags=re.DOTALL)
|
| 82 |
+
else:
|
| 83 |
+
# Still thinking, show placeholder
|
| 84 |
+
display_response = "🤔 *Thinking...*"
|
| 85 |
+
yield display_response.strip()
|
| 86 |
+
|
| 87 |
+
except Exception as e:
|
| 88 |
+
yield f"❌ Error: {str(e)}\n\nPlease check your HF_TOKEN and try again."
|
| 89 |
+
|
| 90 |
+
def clear_chat():
|
| 91 |
+
"""Clear the chat history"""
|
| 92 |
+
return [], ""
|
| 93 |
+
|
| 94 |
+
def export_chat(history):
|
| 95 |
+
"""Export chat history as text"""
|
| 96 |
+
if not history:
|
| 97 |
+
return "No chat history to export."
|
| 98 |
+
|
| 99 |
+
export_text = "# Chat Export\n\n"
|
| 100 |
+
for msg in history:
|
| 101 |
+
role = "👤 User" if msg["role"] == "user" else "🤖 Assistant"
|
| 102 |
+
export_text += f"## {role}\n{msg['content']}\n\n---\n\n"
|
| 103 |
+
|
| 104 |
+
return export_text
|
| 105 |
+
|
| 106 |
+
# Custom CSS
|
| 107 |
+
css = """
|
| 108 |
+
.header-container {
|
| 109 |
+
text-align: center;
|
| 110 |
+
padding: 20px;
|
| 111 |
+
background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
|
| 112 |
+
border-radius: 12px;
|
| 113 |
+
margin-bottom: 20px;
|
| 114 |
+
}
|
| 115 |
+
.header-container h1 {
|
| 116 |
+
color: white;
|
| 117 |
+
margin: 0;
|
| 118 |
+
font-size: 2em;
|
| 119 |
+
}
|
| 120 |
+
.header-container p {
|
| 121 |
+
color: rgba(255,255,255,0.9);
|
| 122 |
+
margin: 10px 0 0 0;
|
| 123 |
+
}
|
| 124 |
+
.header-container a {
|
| 125 |
+
color: #ffd700;
|
| 126 |
+
text-decoration: none;
|
| 127 |
+
font-weight: bold;
|
| 128 |
+
}
|
| 129 |
+
.header-container a:hover {
|
| 130 |
+
text-decoration: underline;
|
| 131 |
+
}
|
| 132 |
+
.parameter-box {
|
| 133 |
+
background: var(--background-fill-secondary);
|
| 134 |
+
padding: 15px;
|
| 135 |
+
border-radius: 8px;
|
| 136 |
+
margin-top: 10px;
|
| 137 |
+
}
|
| 138 |
+
.chatbot-container {
|
| 139 |
+
min-height: 500px;
|
| 140 |
+
}
|
| 141 |
+
footer {
|
| 142 |
+
text-align: center;
|
| 143 |
+
margin-top: 20px;
|
| 144 |
+
padding: 10px;
|
| 145 |
+
color: var(--body-text-color-subdued);
|
| 146 |
+
}
|
| 147 |
+
"""
|
| 148 |
+
|
| 149 |
+
# Build the interface
|
| 150 |
+
with gr.Blocks(
|
| 151 |
+
title="DeepSeek R1 Chatbot",
|
| 152 |
+
theme=gr.themes.Soft(),
|
| 153 |
+
css=css,
|
| 154 |
+
fill_height=True,
|
| 155 |
+
footer_links=[
|
| 156 |
+
{"label": "Built with anycoder", "url": "https://huggingface.co/spaces/akhaliq/anycoder"},
|
| 157 |
+
{"label": "Model", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B"}
|
| 158 |
+
]
|
| 159 |
+
) as demo:
|
| 160 |
+
|
| 161 |
+
# Header
|
| 162 |
+
gr.HTML("""
|
| 163 |
+
<div class="header-container">
|
| 164 |
+
<h1>🧠 DeepSeek R1 Chatbot</h1>
|
| 165 |
+
<p>Powered by DeepSeek-R1-0528-Qwen3-8B with reasoning capabilities</p>
|
| 166 |
+
<p><a href="https://huggingface.co/spaces/akhaliq/anycoder" target="_blank">Built with anycoder</a></p>
|
| 167 |
+
</div>
|
| 168 |
+
""")
|
| 169 |
+
|
| 170 |
+
with gr.Row():
|
| 171 |
+
# Main chat column
|
| 172 |
+
with gr.Column(scale=3):
|
| 173 |
+
chatbot = gr.Chatbot(
|
| 174 |
+
label="Chat",
|
| 175 |
+
height=500,
|
| 176 |
+
type="messages",
|
| 177 |
+
show_copy_button=True,
|
| 178 |
+
avatar_images=(None, "https://huggingface.co/datasets/huggingface/brand-assets/resolve/main/hf-logo.svg"),
|
| 179 |
+
render_markdown=True,
|
| 180 |
+
elem_classes=["chatbot-container"]
|
| 181 |
+
)
|
| 182 |
+
|
| 183 |
+
with gr.Row():
|
| 184 |
+
msg = gr.Textbox(
|
| 185 |
+
placeholder="Type your message here... (Press Enter to send)",
|
| 186 |
+
label="Message",
|
| 187 |
+
scale=4,
|
| 188 |
+
lines=2,
|
| 189 |
+
max_lines=5,
|
| 190 |
+
autofocus=True
|
| 191 |
+
)
|
| 192 |
+
send_btn = gr.Button("Send 📤", variant="primary", scale=1)
|
| 193 |
+
|
| 194 |
+
with gr.Row():
|
| 195 |
+
clear_btn = gr.Button("🗑️ Clear Chat", variant="secondary")
|
| 196 |
+
regenerate_btn = gr.Button("🔄 Regenerate", variant="secondary")
|
| 197 |
+
export_btn = gr.Button("📥 Export", variant="secondary")
|
| 198 |
+
|
| 199 |
+
# Settings sidebar
|
| 200 |
+
with gr.Column(scale=1):
|
| 201 |
+
gr.Markdown("### ⚙️ Settings")
|
| 202 |
+
|
| 203 |
+
with gr.Accordion("System Prompt", open=True):
|
| 204 |
+
system_prompt_choice = gr.Dropdown(
|
| 205 |
+
choices=list(SYSTEM_PROMPTS.keys()),
|
| 206 |
+
value="Default Assistant",
|
| 207 |
+
label="Preset Prompts",
|
| 208 |
+
interactive=True
|
| 209 |
+
)
|
| 210 |
+
|
| 211 |
+
custom_system_prompt = gr.Textbox(
|
| 212 |
+
label="Custom System Prompt",
|
| 213 |
+
placeholder="Enter your custom system prompt here...",
|
| 214 |
+
lines=4,
|
| 215 |
+
visible=False
|
| 216 |
+
)
|
| 217 |
+
|
| 218 |
+
with gr.Accordion("Generation Parameters", open=False):
|
| 219 |
+
temperature = gr.Slider(
|
| 220 |
+
minimum=0.0,
|
| 221 |
+
maximum=2.0,
|
| 222 |
+
value=0.7,
|
| 223 |
+
step=0.1,
|
| 224 |
+
label="Temperature",
|
| 225 |
+
info="Higher = more creative, Lower = more focused"
|
| 226 |
+
)
|
| 227 |
+
|
| 228 |
+
max_tokens = gr.Slider(
|
| 229 |
+
minimum=64,
|
| 230 |
+
maximum=4096,
|
| 231 |
+
value=1024,
|
| 232 |
+
step=64,
|
| 233 |
+
label="Max Tokens",
|
| 234 |
+
info="Maximum response length"
|
| 235 |
+
)
|
| 236 |
+
|
| 237 |
+
top_p = gr.Slider(
|
| 238 |
+
minimum=0.0,
|
| 239 |
+
maximum=1.0,
|
| 240 |
+
value=0.9,
|
| 241 |
+
step=0.05,
|
| 242 |
+
label="Top P",
|
| 243 |
+
info="Nucleus sampling parameter"
|
| 244 |
+
)
|
| 245 |
+
|
| 246 |
+
with gr.Accordion("Display Options", open=False):
|
| 247 |
+
show_thinking = gr.Checkbox(
|
| 248 |
+
value=True,
|
| 249 |
+
label="Show Thinking Process",
|
| 250 |
+
info="Display the model's reasoning steps"
|
| 251 |
+
)
|
| 252 |
+
|
| 253 |
+
# Export output
|
| 254 |
+
export_output = gr.Textbox(
|
| 255 |
+
label="Exported Chat",
|
| 256 |
+
lines=10,
|
| 257 |
+
visible=False,
|
| 258 |
+
show_copy_button=True
|
| 259 |
+
)
|
| 260 |
+
|
| 261 |
+
# Examples
|
| 262 |
+
gr.Markdown("### 💡 Example Prompts")
|
| 263 |
+
gr.Examples(
|
| 264 |
+
examples=[
|
| 265 |
+
["Explain quantum computing in simple terms"],
|
| 266 |
+
["Write a haiku about artificial intelligence"],
|
| 267 |
+
["What's the time complexity of quicksort and why?"],
|
| 268 |
+
["Help me brainstorm ideas for a sustainable business"],
|
| 269 |
+
["Solve this step by step: If 3x + 7 = 22, what is x?"],
|
| 270 |
+
],
|
| 271 |
+
inputs=msg,
|
| 272 |
+
label=""
|
| 273 |
+
)
|
| 274 |
+
|
| 275 |
+
# Event handlers
|
| 276 |
+
def toggle_custom_prompt(choice):
|
| 277 |
+
return gr.Textbox(visible=(choice == "Custom"))
|
| 278 |
+
|
| 279 |
+
system_prompt_choice.change(
|
| 280 |
+
toggle_custom_prompt,
|
| 281 |
+
inputs=[system_prompt_choice],
|
| 282 |
+
outputs=[custom_system_prompt]
|
| 283 |
+
)
|
| 284 |
+
|
| 285 |
+
def user_message(message, history):
|
| 286 |
+
if message.strip():
|
| 287 |
+
history.append({"role": "user", "content": message})
|
| 288 |
+
return "", history
|
| 289 |
+
|
| 290 |
+
def bot_response(history, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking):
|
| 291 |
+
if not history:
|
| 292 |
+
yield history
|
| 293 |
+
return
|
| 294 |
+
|
| 295 |
+
user_msg = history[-1]["content"]
|
| 296 |
+
history_for_api = history[:-1]
|
| 297 |
+
|
| 298 |
+
history.append({"role": "assistant", "content": ""})
|
| 299 |
+
|
| 300 |
+
for response in chat(user_msg, history_for_api, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking):
|
| 301 |
+
history[-1]["content"] = response
|
| 302 |
+
yield history
|
| 303 |
+
|
| 304 |
+
def regenerate(history, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking):
|
| 305 |
+
if len(history) >= 2:
|
| 306 |
+
# Remove last assistant message
|
| 307 |
+
history = history[:-1]
|
| 308 |
+
# Get last user message
|
| 309 |
+
user_msg = history[-1]["content"]
|
| 310 |
+
history_for_api = history[:-1]
|
| 311 |
+
|
| 312 |
+
history.append({"role": "assistant", "content": ""})
|
| 313 |
+
|
| 314 |
+
for response in chat(user_msg, history_for_api, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking):
|
| 315 |
+
history[-1]["content"] = response
|
| 316 |
+
yield history
|
| 317 |
+
else:
|
| 318 |
+
yield history
|
| 319 |
+
|
| 320 |
+
def show_export(history):
|
| 321 |
+
export_text = export_chat(history)
|
| 322 |
+
return gr.Textbox(visible=True, value=export_text)
|
| 323 |
+
|
| 324 |
+
# Wire up events
|
| 325 |
+
msg.submit(
|
| 326 |
+
user_message,
|
| 327 |
+
inputs=[msg, chatbot],
|
| 328 |
+
outputs=[msg, chatbot],
|
| 329 |
+
queue=False
|
| 330 |
+
).then(
|
| 331 |
+
bot_response,
|
| 332 |
+
inputs=[chatbot, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking],
|
| 333 |
+
outputs=[chatbot]
|
| 334 |
+
)
|
| 335 |
+
|
| 336 |
+
send_btn.click(
|
| 337 |
+
user_message,
|
| 338 |
+
inputs=[msg, chatbot],
|
| 339 |
+
outputs=[msg, chatbot],
|
| 340 |
+
queue=False
|
| 341 |
+
).then(
|
| 342 |
+
bot_response,
|
| 343 |
+
inputs=[chatbot, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking],
|
| 344 |
+
outputs=[chatbot]
|
| 345 |
+
)
|
| 346 |
+
|
| 347 |
+
clear_btn.click(
|
| 348 |
+
clear_chat,
|
| 349 |
+
outputs=[chatbot, msg]
|
| 350 |
+
)
|
| 351 |
+
|
| 352 |
+
regenerate_btn.click(
|
| 353 |
+
regenerate,
|
| 354 |
+
inputs=[chatbot, system_prompt_choice, custom_system_prompt, temperature, max_tokens, top_p, show_thinking],
|
| 355 |
+
outputs=[chatbot]
|
| 356 |
+
)
|
| 357 |
+
|
| 358 |
+
export_btn.click(
|
| 359 |
+
show_export,
|
| 360 |
+
inputs=[chatbot],
|
| 361 |
+
outputs=[export_output]
|
| 362 |
+
)
|
| 363 |
+
|
| 364 |
+
if __name__ == "__main__":
|
| 365 |
+
demo.launch()
|
requirements.txt
ADDED
|
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
huggingface_hub
|
| 2 |
+
gradio
|
| 3 |
+
requests
|
| 4 |
+
Pillow
|
| 5 |
+
git+https://github.com/huggingface/transformers
|
| 6 |
+
torch
|
| 7 |
+
tokenizers
|
| 8 |
+
accelerate
|
| 9 |
+
numpy
|
| 10 |
+
pandas
|
| 11 |
+
sentencepiece
|
| 12 |
+
datasets
|