update fewshot

ui/recording_manager.py

@@ -2,12 +2,13 @@
 Recording manager for autoMate
 Handles recording and demonstration functionality
 """
+import yaml
+from auto_control.agent.few_shot_generate_agent import FewShotGenerateAgent
 from util.auto_control import AutoControl
-from ui.recording_panel import RecordingIndicator
 from ui.demonstration_panel import DemonstrationPanel
 from PyQt6.QtCore import QThread, pyqtSignal
 import time
-
+import os
 class ActionListenThread(QThread):
     finished_signal = pyqtSignal() 
     
@@ -81,4 +82,16 @@ class RecordingManager:
         """process all recorded actions"""
         # get all collected actions
         recorded_actions = self.action_listen.auto_list
-        print("recorded_actions: ", recorded_actions)
+        few_shot_generate_agent = FewShotGenerateAgent()
+        few_shot = few_shot_generate_agent(recorded_actions)
+        # Save few shot examples to ~/.automate directory
+          
+        # Create .automate directory if not exists
+        automate_dir = os.path.expanduser("~/.automate")
+        if not os.path.exists(automate_dir):
+            os.makedirs(automate_dir)
+        # Save few shot examples
+        few_shot_path = os.path.join(automate_dir, "few_shot.yaml")
+        with open(few_shot_path, "w", encoding="utf-8") as f:
+            yaml.dump(few_shot, f, allow_unicode=True)
+        print(f"Few shot examples saved to {few_shot_path}")

ui/recording_panel.py

@@ -1,43 +0,0 @@
-"""
-Recording indicator panel for autoMate
-"""
-from PyQt6.QtWidgets import QWidget, QVBoxLayout, QHBoxLayout, QLabel, QPushButton, QApplication
-from PyQt6.QtCore import Qt, QPoint
-
-class RecordingIndicator(QWidget):
-    def __init__(self, parent=None, stop_callback=None):
-        super().__init__(parent, Qt.WindowType.WindowStaysOnTopHint | Qt.WindowType.FramelessWindowHint)
-        self.stop_callback = stop_callback
-        self.setup_ui()
-        self.position_to_bottom_right()
-        
-    def setup_ui(self):
-        layout = QVBoxLayout()
-        
-        # Recording status label
-        self.status_label = QLabel("Recording in progress")
-        self.status_label.setStyleSheet("color: red; font-weight: bold;")
-        layout.addWidget(self.status_label)
-        
-        # Stop button
-        self.stop_button = QPushButton("Stop Recording")
-        self.stop_button.clicked.connect(self.on_stop_clicked)
-        layout.addWidget(self.stop_button)
-        
-        self.setLayout(layout)
-        self.resize(200, 100)
-        self.setStyleSheet("background-color: #f0f0f0; border: 1px solid #999;")
-        
-    def position_to_bottom_right(self):
-        screen = QApplication.primaryScreen()
-        screen_geometry = screen.availableGeometry()
-        window_geometry = self.frameGeometry()
-        position = QPoint(
-            screen_geometry.width() - window_geometry.width() - 20,
-            screen_geometry.height() - window_geometry.height() - 20
-        )
-        self.move(position)
-        
-    def on_stop_clicked(self):
-        if self.stop_callback:
-            self.stop_callback() 

util/auto_control.py

@@ -1,9 +1,6 @@
 import sys
 import os
 import time
-import json
-
-from auto_control.agent.few_shot_generate_agent import FewShotGenerateAgent
 # Add the project root directory to Python path
 sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 from pynput import mouse, keyboard
@@ -33,7 +30,6 @@ class ActionRecord:
 class AutoControl:
     def __init__(self):
         self.auto_list = []
-        self.tmp_auto_list = []
         self.text_buffer = []  # Buffer for collecting continuous text input
         self.last_key_time = 0  # Timestamp of last keypress
         self.input_timeout = 1.0  # Input timeout in seconds
@@ -170,8 +166,7 @@ class AutoControl:
         """Stop listening and prepare data for LLM analysis"""
         self.keyboard_listener.stop()
         self.mouse_listener.stop()
-        few_shot_generate_agent = FewShotGenerateAgent()
-        return few_shot_generate_agent(self.auto_list)
+        
 
 if __name__ == "__main__":
     auto_control = AutoControl()