druvx13 commited on
Commit
20749b4
·
verified ·
1 Parent(s): 6b1e247

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +151 -43
app.py CHANGED
@@ -1,64 +1,172 @@
1
  import gradio as gr
2
  from huggingface_hub import InferenceClient
3
 
4
- """
5
- For more information on `huggingface_hub` Inference API support, please check the docs: https://huggingface.co/docs/huggingface_hub/v0.22.2/en/guides/inference
6
- """
7
  client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct")
8
 
9
-
10
- def respond(
11
- message,
12
- history: list[tuple[str, str]],
13
- system_message,
14
- max_tokens,
15
- temperature,
16
- top_p,
17
- ):
18
  messages = [{"role": "system", "content": system_message}]
19
-
20
- for val in history:
21
- if val[0]:
22
- messages.append({"role": "user", "content": val[0]})
23
- if val[1]:
24
- messages.append({"role": "assistant", "content": val[1]})
25
-
26
  messages.append({"role": "user", "content": message})
27
 
28
- response = ""
29
-
30
- for message in client.chat_completion(
31
  messages,
32
  max_tokens=max_tokens,
33
  stream=True,
34
  temperature=temperature,
35
  top_p=top_p,
36
  ):
37
- token = message.choices[0].delta.content
 
 
38
 
39
- response += token
40
- yield response
 
 
 
 
 
 
 
41
 
 
 
 
 
42
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
43
  """
44
- For information on how to customize the ChatInterface, peruse the gradio docs: https://www.gradio.app/docs/chatinterface
45
- """
46
- demo = gr.ChatInterface(
47
- respond,
48
- additional_inputs=[
49
- gr.Textbox(value="You are a friendly Chatbot.", label="System message"),
50
- gr.Slider(minimum=1, maximum=200000, value=512, step=1, label="Max new tokens"),
51
- gr.Slider(minimum=0.1, maximum=4.0, value=0.7, step=0.1, label="Temperature"),
52
- gr.Slider(
53
- minimum=0.1,
54
- maximum=1.0,
55
- value=0.95,
56
- step=0.05,
57
- label="Top-p (nucleus sampling)",
58
- ),
59
- ],
60
- )
61
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
62
 
63
  if __name__ == "__main__":
64
- demo.launch()
 
1
  import gradio as gr
2
  from huggingface_hub import InferenceClient
3
 
 
 
 
4
  client = InferenceClient("Qwen/Qwen2.5-Coder-32B-Instruct")
5
 
6
+ def respond(message, history, system_message, max_tokens, temperature, top_p):
 
 
 
 
 
 
 
 
7
  messages = [{"role": "system", "content": system_message}]
8
+
9
+ for user_msg, assistant_msg in history:
10
+ messages.extend([
11
+ {"role": "user", "content": user_msg},
12
+ {"role": "assistant", "content": assistant_msg}
13
+ ])
14
+
15
  messages.append({"role": "user", "content": message})
16
 
17
+ full_response = ""
18
+ for chunk in client.chat_completion(
 
19
  messages,
20
  max_tokens=max_tokens,
21
  stream=True,
22
  temperature=temperature,
23
  top_p=top_p,
24
  ):
25
+ token = chunk.choices[0].delta.content or ""
26
+ full_response += token
27
+ yield full_response
28
 
29
+ custom_css = """
30
+ :root {
31
+ --primary: #2563eb;
32
+ --primary-dark: #1d4ed8;
33
+ --dark: #1e293b;
34
+ --light: #f8fafc;
35
+ --gray: #94a3b8;
36
+ --success: #10b981;
37
+ }
38
 
39
+ body {
40
+ font-family: 'Inter', sans-serif;
41
+ background-color: #f1f5f9 !important;
42
+ }
43
 
44
+ .message-user {
45
+ background: white !important;
46
+ border-left: 4px solid var(--primary) !important;
47
+ }
48
+
49
+ .message-assistant {
50
+ background: white !important;
51
+ border-left: 4px solid var(--success) !important;
52
+ }
53
+
54
+ .code-block {
55
+ background-color: #0f172a !important;
56
+ color: #e2e8f0 !important;
57
+ font-family: 'Fira Code', monospace !important;
58
+ padding: 1rem !important;
59
+ border-radius: 0.5rem !important;
60
+ margin: 0.5rem 0 !important;
61
+ }
62
+
63
+ .settings-panel {
64
+ background: #f8fafc !important;
65
+ padding: 1rem !important;
66
+ border-radius: 0.5rem !important;
67
+ margin-bottom: 1rem !important;
68
+ }
69
+
70
+ .avatar {
71
+ width: 32px !important;
72
+ height: 32px !important;
73
+ border-radius: 50% !important;
74
+ display: flex !important;
75
+ align-items: center !important;
76
+ justify-content: center !important;
77
+ }
78
+
79
+ .avatar-user { background: var(--primary) !important; }
80
+ .avatar-bot { background: var(--success) !important; }
81
  """
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
82
 
83
+ with gr.Blocks(css=custom_css, title="Qwen2.5 Coder - AI Assistant") as demo:
84
+ # Header
85
+ gr.Markdown("""
86
+ <div class="flex items-center justify-between p-4 border-b">
87
+ <h1 class="text-xl font-semibold">Chat with Qwen2.5 Coder</h1>
88
+ <div class="flex gap-2">
89
+ <button class="p-2 rounded-full hover:bg-gray-100">
90
+ <i class="fas fa-cog text-gray-500"></i>
91
+ </button>
92
+ <button class="p-2 rounded-full hover:bg-gray-100">
93
+ <i class="fas fa-question-circle text-gray-500"></i>
94
+ </button>
95
+ </div>
96
+ </div>
97
+ """)
98
+
99
+ # Main Content
100
+ with gr.Row():
101
+ # Sidebar
102
+ with gr.Column(scale=1, min_width=256):
103
+ with gr.Blocks():
104
+ gr.Markdown("""
105
+ <div class="p-4 border-b flex items-center gap-3">
106
+ <div class="avatar avatar-bot text-white">Q</div>
107
+ <div>
108
+ <h2 class="font-semibold">Qwen2.5 Coder</h2>
109
+ <p class="text-xs text-gray-500">32B Instruct</p>
110
+ </div>
111
+ </div>
112
+ """)
113
+
114
+ gr.Button("New Chat", variant="primary", size="sm", icon="fa-plus")
115
+ gr.Markdown("""<div class="p-2 text-sm font-medium text-gray-500">Recent Chats</div>""")
116
+ gr.Chatbot(label="Chat History", elem_classes="overflow-y-auto h-[calc(100vh-240px)]")
117
+
118
+ # Main Chat Area
119
+ with gr.Column(scale=3):
120
+ chatbot = gr.Chatbot(
121
+ elem_classes="h-[calc(100vh-240px)] overflow-y-auto",
122
+ bubble_full_width=False,
123
+ avatar_images=(
124
+ None,
125
+ "https://i.ibb.co/4sYt3yd/robot.png" # Replace with your bot avatar
126
+ )
127
+ )
128
+
129
+ # Settings Panel
130
+ with gr.Accordion("Settings", open=False, elem_classes="settings-panel"):
131
+ system_msg = gr.Textbox(
132
+ "You are a helpful AI assistant that specializes in coding and technical questions.",
133
+ label="System Message"
134
+ )
135
+ max_tokens = gr.Slider(1, 200000, 512, label="Max Tokens")
136
+ temperature = gr.Slider(0.1, 4.0, 0.7, label="Temperature")
137
+ top_p = gr.Slider(0.1, 1.0, 0.95, label="Top-p")
138
+
139
+ # Input Area
140
+ with gr.Row():
141
+ msg = gr.Textbox(
142
+ placeholder="Type your message here...",
143
+ lines=2,
144
+ max_lines=8,
145
+ autofocus=True,
146
+ container=False,
147
+ )
148
+ submit_btn = gr.Button("Send", variant="primary", size="sm", icon="fa-paper-plane")
149
+
150
+ gr.Markdown("""
151
+ <p class="text-xs text-gray-500 mt-2">
152
+ Qwen2.5 Coder may produce inaccurate information about people, places, or facts.
153
+ </p>
154
+ """)
155
+
156
+ # Event Handlers
157
+ msg.submit(
158
+ respond,
159
+ [msg, chatbot, system_msg, max_tokens, temperature, top_p],
160
+ [chatbot, msg],
161
+ api_name="respond"
162
+ ).then(lambda: None, None, msg, queue=False)
163
+
164
+ submit_btn.click(
165
+ respond,
166
+ [msg, chatbot, system_msg, max_tokens, temperature, top_p],
167
+ [chatbot, msg],
168
+ api_name="respond"
169
+ )
170
 
171
  if __name__ == "__main__":
172
+ demo.launch()