Update app.py

app.py

@@ -1,9 +1,11 @@
 import gradio as gr
 from huggingface_hub import InferenceClient
+import os
 from mitreattack.stix20 import MitreAttackData
-from descriptions import descriptions  # Assurez-vous que descriptions.py est dans le même répertoire
+from descriptions import descriptions
 
 # Chemins des fichiers JSON
+ics_attack_path = 'ics-attack.json'
 enterprise_attack_path = 'enterprise-attack.json'
 
 # Charger les données ATT&CK
@@ -17,11 +19,15 @@ techniques_str = "\n".join([f"{technique['name']} ({mitre_attack_data.get_attack
 
 client = InferenceClient(model='mistralai/Mixtral-8x7B-Instruct-v0.1')
 
-def generate_system_message(log_input):
-    description_output = descriptions(log_input)
-    return f"""<s>[INST] Given these TTPs: {techniques_str}\n\n and here are the descriptions: {description_output}\n\nFigure out which technique is used in these logs and respond in bullet points and nothing else.[/INST]"""
 
-def respond(message, history, system_message, max_tokens, temperature, top_p):
+def respond(
+    message,
+    history: list[tuple[str, str]],
+    system_message,
+    max_tokens,
+    temperature,
+    top_p,
+):
     messages = [{"role": "system", "content": system_message}]
 
     for val in history:
@@ -31,6 +37,8 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
             messages.append({"role": "assistant", "content": val[1]})
 
     messages.append({"role": "user", "content": message})
+    message_content = message
+
     response = ""
 
     for message in client.chat_completion(
@@ -41,38 +49,19 @@ def respond(message, history, system_message, max_tokens, temperature, top_p):
         top_p=top_p,
     ):
         token = message.choices[0].delta.content
+
         response += token
         yield response
 
-def on_log_input_change(log_input):
-    system_message = generate_system_message(log_input)
-    return system_message
 
 demo = gr.ChatInterface(
     respond,
     additional_inputs=[
-        gr.Textbox(label="Log Input", placeholder="Enter log here...", lines=4),
-        gr.Textbox(value=generate_system_message(""), label="System message", interactive=False),
+        gr.Textbox(value=f"""<s>[INST] Given these TTPs: {techniques_str}\n\n and here are {descriptions}\n\nfigure out which technique is used in these logs and respond in bullets points and nothing else[/INST]""", label="System message"),
         gr.Slider(minimum=1, maximum=2048, value=1024, step=1, label="Max new tokens"),
         gr.Slider(minimum=0.1, maximum=1.0, value=0.1, step=0.1, label="Temperature"),
         gr.Slider(minimum=0.1, maximum=1.0, value=0.95, step=0.05, label="Top-p (nucleus sampling)"),
     ],
-    title="TTP Detection Interface",
-    description="Enter logs to detect TTPs using the model.",
-)
-
-# Met à jour le message système lorsque l'entrée change
-def update_system_message(log_input):
-    return generate_system_message(log_input)
-
-# Fonction pour mettre à jour les valeurs de l'interface
-def interface_update(log_input, *args):
-    system_message = update_system_message(log_input)
-    return gr.update(value=system_message)
-
-# Associe l'entrée des logs à la fonction de mise à jour
-demo.add_component(
-    gr.Textbox(label="Log Input", placeholder="Enter log here...", lines=4, change=interface_update)
 )
 
 if __name__ == "__main__":