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aknouce94 commited on
Commit
8c8e8ad
·
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1 Parent(s): 04dbd52

remplace darkbert. par c'est deux ia. Deux ia pour la paye ai

Browse files

import os
from huggingface_hub import InferenceClient

client = InferenceClient(
provider="auto",
api_key=os.environ["HF_TOKEN"],
)

stream = client.chat.completions.create(
model="Kwaipilot/KAT-Dev",
messages=[
{
"role": "user",
"content": "What is the capital of France?"
}
],
stream=True,
)

for chunk in stream:
print(chunk.choices[0].delta.content, end="")



————

import os
from openai import OpenAI

client = OpenAI(
base_url="https://router.huggingface.co/v1",
api_key=os.environ["HF_TOKEN"],
)

stream = client.chat.completions.create(
model="deepseek-ai/DeepSeek-V3.1-Terminus",
messages=[
{
"role": "user",
"content": "What is the capital of France?"
}
],
stream=True,
)

for chunk in stream:
print(chunk.choices[0].delta.content, end="")

Files changed (4) hide show
  1. darkbert.html +87 -29
  2. index.html +7 -8
  3. investigations.html +3 -3
  4. monitoring.html +3 -3
darkbert.html CHANGED
@@ -3,8 +3,8 @@
3
  <head>
4
  <meta charset="UTF-8">
5
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
6
- <title>DarkBERT Analysis | HTS Investigation Suite</title>
7
- <link rel="icon" type="image/x-icon" href="/static/favicon.ico">
8
  <script src="https://cdn.tailwindcss.com"></script>
9
  <script src="https://unpkg.com/feather-icons"></script>
10
  <script src="https://cdn.jsdelivr.net/npm/vanta@latest/dist/vanta.globe.min.js"></script>
@@ -66,11 +66,11 @@
66
  <i data-feather="trending-up" class="w-4 h-4"></i>
67
  <span>Dashboard</span>
68
  </a>
69
- <a href="/darkbert" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-blue-400 text-blue-400 transition-colors">
70
  <i data-feather="brain" class="w-4 h-4"></i>
71
- <span>DarkBERT Analysis</span>
72
  </a>
73
- <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
74
  <i data-feather="search" class="w-4 h-4"></i>
75
  <span>Investigations</span>
76
  </a>
@@ -81,56 +81,114 @@
81
  </div>
82
  </div>
83
  </nav>
84
-
85
  <!-- Main Content -->
86
  <main class="relative z-10 max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
87
  <div class="bg-white rounded-xl shadow-lg p-6 mb-8">
88
- <h2 class="text-2xl font-bold text-gray-900 mb-6">DarkBERT Secure Analysis</h2>
89
 
90
- <div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
91
- <div class="space-y-4">
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
92
  <div>
93
  <label class="block text-sm font-medium text-gray-700 mb-2">Client Type</label>
94
- <select class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500">
95
  <option value="police">Police Forces</option>
96
  <option value="fiscal">Tax Administration</option>
97
  <option value="customs">Customs Services</option>
98
  <option value="court">Courts</option>
99
  </select>
100
  </div>
101
-
102
  <div>
103
  <label class="block text-sm font-medium text-gray-700 mb-2">Investigation Title</label>
104
- <input type="text" placeholder="Ex: Criminal Network Investigation 2025" class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500">
105
  </div>
106
-
107
  <div>
108
- <label class="block text-sm font-medium text-gray-700 mb-2">AI Model</label>
109
- <select class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500">
110
- <option value="bert">BERT (Fast - 94.2%)</option>
111
- <option value="albert">ALBERT (Very Fast - 91.8%)</option>
112
- <option value="roberta">RoBERTa (Accurate - 96.1%)</option>
113
  </select>
114
  </div>
115
  </div>
116
-
117
- <div>
118
  <label class="block text-sm font-medium text-gray-700 mb-2">Documents to Analyze (one per line)</label>
119
- <textarea placeholder="Insert your documents here, one per line..." class="w-full h-40 p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 font-mono text-sm"></textarea>
120
- <p class="text-xs text-gray-500 mt-1">0 documents | Minimum 3 documents required</p>
121
  </div>
122
  </div>
123
 
124
- <div class="mt-6 flex gap-4">
125
- <button class="flex-1 bg-blue-600 hover:bg-blue-700 text-white font-semibold py-3 px-6 rounded-lg transition-colors flex items-center justify-center gap-2">
126
- <i data-feather="brain" class="w-5 h-5"></i>
127
- Run DarkBERT Analysis
128
- </button>
 
129
  </div>
130
  </div>
131
  </main>
132
-
133
- <script>
134
  feather.replace();
135
  VANTA.GLOBE({
136
  el: "#vanta-bg",
 
3
  <head>
4
  <meta charset="UTF-8">
5
  <meta name="viewport" content="width=device-width, initial-scale=1.0">
6
+ <title>AI Analysis Suite | HTS Investigation Suite</title>
7
+ <link rel="icon" type="image/x-icon" href="/static/favicon.ico">
8
  <script src="https://cdn.tailwindcss.com"></script>
9
  <script src="https://unpkg.com/feather-icons"></script>
10
  <script src="https://cdn.jsdelivr.net/npm/vanta@latest/dist/vanta.globe.min.js"></script>
 
66
  <i data-feather="trending-up" class="w-4 h-4"></i>
67
  <span>Dashboard</span>
68
  </a>
69
+ <a href="/ai-analysis" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-blue-400 text-blue-400 transition-colors">
70
  <i data-feather="brain" class="w-4 h-4"></i>
71
+ <span>AI Analysis Suite</span>
72
  </a>
73
+ <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
74
  <i data-feather="search" class="w-4 h-4"></i>
75
  <span>Investigations</span>
76
  </a>
 
81
  </div>
82
  </div>
83
  </nav>
 
84
  <!-- Main Content -->
85
  <main class="relative z-10 max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 py-8">
86
  <div class="bg-white rounded-xl shadow-lg p-6 mb-8">
87
+ <h2 class="text-2xl font-bold text-gray-900 mb-6">AI Analysis Suite</h2>
88
 
89
+ <!-- Model Selection -->
90
+ <div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-8">
91
+ <!-- KAT-Dev Model -->
92
+ <div class="bg-gradient-to-br from-blue-50 to-blue-100 rounded-xl shadow-lg p-6 border border-blue-200">
93
+ <div class="flex items-center justify-between mb-4">
94
+ <div class="flex items-center space-x-3">
95
+ <div class="bg-blue-600 p-2 rounded-lg">
96
+ <i data-feather="cpu" class="text-white w-6 h-6"></i>
97
+ </div>
98
+ <div>
99
+ <h3 class="text-lg font-semibold text-gray-900">KAT-Dev Model</h3>
100
+ <p class="text-sm text-gray-600">Kwaipilot/KAT-Dev</p>
101
+ </div>
102
+ </div>
103
+ <span class="px-3 py-1 bg-green-100 text-green-800 text-xs font-medium rounded-full">Fast</span>
104
+ </div>
105
+ <p class="text-sm text-gray-700 mb-4">Specialized AI model for rapid analysis and processing of investigative data with enhanced security capabilities.</p>
106
+ <div class="space-y-3">
107
+ <div>
108
+ <label class="block text-sm font-medium text-gray-700 mb-2">Input Text</label>
109
+ <textarea placeholder="Enter text for analysis..." class="w-full h-24 p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 text-sm"></textarea>
110
+ </div>
111
+ <button class="w-full bg-blue-600 hover:bg-blue-700 text-white font-semibold py-3 px-6 rounded-lg transition-colors flex items-center justify-center gap-2">
112
+ <i data-feather="zap" class="w-4 h-4"></i>
113
+ Run KAT-Dev Analysis
114
+ </button>
115
+ </div>
116
+ </div>
117
+
118
+ <!-- DeepSeek-V3.1-Terminus Model -->
119
+ <div class="bg-gradient-to-br from-purple-50 to-purple-100 rounded-xl shadow-lg p-6 border border-purple-200">
120
+ <div class="flex items-center justify-between mb-4">
121
+ <div class="flex items-center space-x-3">
122
+ <div class="bg-purple-600 p-2 rounded-lg">
123
+ <i data-feather="brain" class="text-white w-6 h-6"></i>
124
+ </div>
125
+ <div>
126
+ <h3 class="text-lg font-semibold text-gray-900">DeepSeek-V3.1-Terminus</h3>
127
+ <p class="text-sm text-gray-600">deepseek-ai/DeepSeek-V3.1-Terminus</p>
128
+ </div>
129
+ </div>
130
+ <span class="px-3 py-1 bg-purple-100 text-purple-800 text-xs font-medium rounded-full">Advanced</span>
131
+ </div>
132
+ <p class="text-sm text-gray-700 mb-4">Advanced AI model for comprehensive analysis with deep contextual understanding and superior reasoning capabilities.</p>
133
+ <div class="space-y-3">
134
+ <div>
135
+ <label class="block text-sm font-medium text-gray-700 mb-2">Input Text</label>
136
+ <textarea placeholder="Enter text for analysis..." class="w-full h-24 p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-purple-500 text-sm"></textarea>
137
+ </div>
138
+ <button class="w-full bg-purple-600 hover:bg-purple-700 text-white font-semibold py-3 px-6 rounded-lg transition-colors flex items-center justify-center gap-2">
139
+ <i data-feather="layers" class="w-4 h-4"></i>
140
+ Run DeepSeek Analysis
141
+ </button>
142
+ </div>
143
+ </div>
144
+ </div>
145
+
146
+ <!-- Common Configuration -->
147
+ <div class="bg-gray-50 rounded-xl shadow-lg p-6 border border-gray-200">
148
+ <h3 class="text-lg font-semibold text-gray-900 mb-4">Analysis Configuration</h3>
149
+ <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
150
  <div>
151
  <label class="block text-sm font-medium text-gray-700 mb-2">Client Type</label>
152
+ <select class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 bg-white">
153
  <option value="police">Police Forces</option>
154
  <option value="fiscal">Tax Administration</option>
155
  <option value="customs">Customs Services</option>
156
  <option value="court">Courts</option>
157
  </select>
158
  </div>
159
+
160
  <div>
161
  <label class="block text-sm font-medium text-gray-700 mb-2">Investigation Title</label>
162
+ <input type="text" placeholder="Ex: Criminal Network Investigation 2025" class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 bg-white">
163
  </div>
164
+
165
  <div>
166
+ <label class="block text-sm font-medium text-gray-700 mb-2">Security Level</label>
167
+ <select class="w-full p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 bg-white">
168
+ <option value="standard">Standard</option>
169
+ <option value="enhanced">Enhanced</option>
170
+ <option value="maximum">Maximum</option>
171
  </select>
172
  </div>
173
  </div>
174
+
175
+ <div class="mt-6">
176
  <label class="block text-sm font-medium text-gray-700 mb-2">Documents to Analyze (one per line)</label>
177
+ <textarea placeholder="Insert your documents here, one per line..." class="w-full h-32 p-3 border border-gray-300 rounded-lg focus:ring-2 focus:ring-blue-500 font-mono text-sm bg-white"></textarea>
178
+ <p class="text-xs text-gray-500 mt-1">0 documents | Minimum 3 documents required for batch processing</p>
179
  </div>
180
  </div>
181
 
182
+ <!-- Results Section -->
183
+ <div class="mt-8 bg-white rounded-xl shadow-lg p-6 border border-gray-200">
184
+ <h3 class="text-lg font-semibold text-gray-900 mb-4">Analysis Results</h3>
185
+ <div class="bg-gray-50 rounded-lg p-4 min-h-32">
186
+ <p class="text-gray-500 text-center">Run an analysis to see results here...</p>
187
+ </div>
188
  </div>
189
  </div>
190
  </main>
191
+ <script>
 
192
  feather.replace();
193
  VANTA.GLOBE({
194
  el: "#vanta-bg",
index.html CHANGED
@@ -88,11 +88,11 @@
88
  <i data-feather="trending-up" class="w-4 h-4"></i>
89
  <span>Dashboard</span>
90
  </a>
91
- <a href="/darkbert" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
92
  <i data-feather="brain" class="w-4 h-4"></i>
93
- <span>DarkBERT Analysis</span>
94
  </a>
95
- <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
96
  <i data-feather="search" class="w-4 h-4"></i>
97
  <span>Investigations</span>
98
  </a>
@@ -230,14 +230,13 @@
230
  <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
231
  <div class="bg-white rounded-xl shadow-lg p-6 border border-gray-200">
232
  <h3 class="text-lg font-semibold text-gray-900 mb-4">Start New Analysis</h3>
233
- <p class="text-sm text-gray-600 mb-4">Initiate DarkBERT analysis with documents or text input</p>
234
- <a href="/darkbert" class="w-full bg-blue-600 hover:bg-blue-700 text-white font-medium py-2 px-4 rounded-lg flex items-center justify-center space-x-2">
235
  <i data-feather="brain" class="w-4 h-4"></i>
236
- <span>Launch DarkBERT Analysis</span>
237
  </a>
238
  </div>
239
-
240
- <div class="bg-white rounded-xl shadow-lg p-6 border border-gray-200">
241
  <h3 class="text-lg font-semibold text-gray-900 mb-4">Recent Investigations</h3>
242
  <div class="space-y-2">
243
  <a href="/investigations/operation-midnight" class="block p-2 hover:bg-gray-50 rounded-lg text-sm">Operation Midnight</a>
 
88
  <i data-feather="trending-up" class="w-4 h-4"></i>
89
  <span>Dashboard</span>
90
  </a>
91
+ <a href="/ai-analysis" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
92
  <i data-feather="brain" class="w-4 h-4"></i>
93
+ <span>AI Analysis Suite</span>
94
  </a>
95
+ <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
96
  <i data-feather="search" class="w-4 h-4"></i>
97
  <span>Investigations</span>
98
  </a>
 
230
  <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
231
  <div class="bg-white rounded-xl shadow-lg p-6 border border-gray-200">
232
  <h3 class="text-lg font-semibold text-gray-900 mb-4">Start New Analysis</h3>
233
+ <p class="text-sm text-gray-600 mb-4">Initiate AI analysis with documents or text input</p>
234
+ <a href="/ai-analysis" class="w-full bg-blue-600 hover:bg-blue-700 text-white font-medium py-2 px-4 rounded-lg flex items-center justify-center space-x-2">
235
  <i data-feather="brain" class="w-4 h-4"></i>
236
+ <span>Launch AI Analysis</span>
237
  </a>
238
  </div>
239
+ <div class="bg-white rounded-xl shadow-lg p-6 border border-gray-200">
 
240
  <h3 class="text-lg font-semibold text-gray-900 mb-4">Recent Investigations</h3>
241
  <div class="space-y-2">
242
  <a href="/investigations/operation-midnight" class="block p-2 hover:bg-gray-50 rounded-lg text-sm">Operation Midnight</a>
investigations.html CHANGED
@@ -64,11 +64,11 @@
64
  <i data-feather="trending-up" class="w-4 h-4"></i>
65
  <span>Dashboard</span>
66
  </a>
67
- <a href="/darkbert" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
68
  <i data-feather="brain" class="w-4 h-4"></i>
69
- <span>DarkBERT Analysis</span>
70
  </a>
71
- <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-blue-400 text-blue-400 transition-colors">
72
  <i data-feather="search" class="w-4 h-4"></i>
73
  <span>Investigations</span>
74
  </a>
 
64
  <i data-feather="trending-up" class="w-4 h-4"></i>
65
  <span>Dashboard</span>
66
  </a>
67
+ <a href="/ai-analysis" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
68
  <i data-feather="brain" class="w-4 h-4"></i>
69
+ <span>AI Analysis Suite</span>
70
  </a>
71
+ <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-blue-400 text-blue-400 transition-colors">
72
  <i data-feather="search" class="w-4 h-4"></i>
73
  <span>Investigations</span>
74
  </a>
monitoring.html CHANGED
@@ -88,11 +88,11 @@
88
  <i data-feather="trending-up" class="w-4 h-4"></i>
89
  <span>Dashboard</span>
90
  </a>
91
- <a href="/darkbert" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
92
  <i data-feather="brain" class="w-4 h-4"></i>
93
- <span>DarkBERT Analysis</span>
94
  </a>
95
- <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
96
  <i data-feather="search" class="w-4 h-4"></i>
97
  <span>Investigations</span>
98
  </a>
 
88
  <i data-feather="trending-up" class="w-4 h-4"></i>
89
  <span>Dashboard</span>
90
  </a>
91
+ <a href="/ai-analysis" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
92
  <i data-feather="brain" class="w-4 h-4"></i>
93
+ <span>AI Analysis Suite</span>
94
  </a>
95
+ <a href="/investigations" class="flex items-center space-x-2 px-4 py-3 border-b-2 border-transparent hover:border-gray-600 transition-colors">
96
  <i data-feather="search" class="w-4 h-4"></i>
97
  <span>Investigations</span>
98
  </a>