Repository navigation
Expand file tree
/
Copy pathapp.py
More file actions
610 lines (484 loc) · 21.7 KB
/
Copy pathapp.py
File metadata and controls
610 lines (484 loc) · 21.7 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
# app.py
# 主应用入口和GUI界面
import sys
import os,re
import json
from typing import Dict, List, Any
from PyQt6.QtWidgets import (QApplication, QMainWindow, QWidget, QVBoxLayout, QHBoxLayout,
QLabel, QLineEdit, QTextEdit, QPushButton, QComboBox,
QTabWidget, QSplitter, QMessageBox, QFileDialog, QGroupBox)
from PyQt6.QtCore import Qt
from PyQt6.QtGui import QFont, QColor, QSyntaxHighlighter, QTextCharFormat
# 导入自定义模块
from configdrawer import ConfigDrawer
from config.config import Config
from classAgent import AgentFactory
from workflow import WorkflowParser, WorkflowExecutor
# 加载配置
config = Config()
class WorkflowSyntaxHighlighter(QSyntaxHighlighter):
"""工作流语法高亮器"""
def __init__(self, parent=None):
super().__init__(parent)
self.highlighting_rules = []
# Agent名称格式
agent_format = QTextCharFormat()
agent_format.setForeground(QColor(0, 0, 255)) # 蓝色
agent_format.setFontWeight(QFont.Weight.Bold)
self.highlighting_rules.append((r'\b[A-Za-z0-9_]+\b(?=\s*-->)', agent_format))
self.highlighting_rules.append((r'(?:-->\s*)\b([A-Za-z0-9_]+)\b', agent_format))
# 消息格式
message_format = QTextCharFormat()
message_format.setForeground(QColor(0, 128, 0)) # 绿色
self.highlighting_rules.append((r':\s*(.*)$', message_format))
# 冒号格式
colon_format = QTextCharFormat()
colon_format.setForeground(QColor(128, 0, 128)) # 紫色
self.highlighting_rules.append((r':', colon_format))
def highlightBlock(self, text):
# 修正正则表达式,避免使用非固定宽度的后行断言
pattern = r'修正后的正则表达式'
for pattern, format in self.highlighting_rules:
for match in re.finditer(pattern, text):
start = match.start()
length = match.end() - match.start()
self.setFormat(start, length, format)
class AgentConfigWidget(QWidget):
"""Agent配置界面"""
def __init__(self, parent=None):
super().__init__(parent)
self.agents = [] # Agent配置列表
self.initUI()
def initUI(self):
"""初始化界面"""
layout = QVBoxLayout()
# Agent列表
self.agent_list = QTextEdit()
self.agent_list.setReadOnly(True)
layout.addWidget(QLabel("已配置的Agent:"))
layout.addWidget(self.agent_list)
# Agent配置表单
form_group = QGroupBox("添加新Agent")
form_layout = QVBoxLayout()
# Agent名称
name_layout = QHBoxLayout()
name_layout.addWidget(QLabel("名称:"))
self.name_edit = QLineEdit()
name_layout.addWidget(self.name_edit)
form_layout.addLayout(name_layout)
# API类型
api_layout = QHBoxLayout()
api_layout.addWidget(QLabel("API类型:"))
self.api_combo = QComboBox()
self.api_combo.addItems(["openai", "azure", "Qwen", "DeepSeek", "OpenRouter", "SiliconFlow"])
api_layout.addWidget(self.api_combo)
form_layout.addLayout(api_layout)
# 模型选择(仅OpenAI)
model_layout = QHBoxLayout()
model_layout.addWidget(QLabel("模型:"))
self.model_edit = QLineEdit()
model_layout.addWidget(self.model_edit)
form_layout.addLayout(model_layout)
# 系统提示词
form_layout.addWidget(QLabel("系统提示词:"))
self.prompt_edit = QTextEdit()
self.prompt_edit.setMinimumHeight(100)
form_layout.addWidget(self.prompt_edit)
# 添加按钮
self.add_button = QPushButton("添加Agent")
self.add_button.clicked.connect(self.add_agent)
form_layout.addWidget(self.add_button)
form_group.setLayout(form_layout)
layout.addWidget(form_group)
self.setLayout(layout)
self.update_agent_list()
def add_agent(self):
"""添加Agent"""
name = self.name_edit.text().strip()
api_type = self.api_combo.currentText()
model = self.model_edit.text()
system_prompt = self.prompt_edit.toPlainText().strip()
if not name:
QMessageBox.warning(self, "错误", "Agent名称不能为空")
return
# 检查名称是否已存在
for agent in self.agents:
if agent['name'] == name:
QMessageBox.warning(self, "错误", f"Agent名称 '{name}' 已存在")
return
# 添加Agent配置
agent_config = {
'name': name,
'api_type': api_type,
'model': model,
'system_prompt': system_prompt
}
self.agents.append(agent_config)
# 清空表单 - 修复重置问题,确保所有字段被清空
self.name_edit.clear()
self.model_edit.clear() # 添加模型字段清空
self.prompt_edit.clear()
self.api_combo.setCurrentIndex(0) # 重置API类型选择框到第一项
# 显示成功提示
QMessageBox.information(self, "成功", f"Agent '{name}' 已添加")
# 更新Agent列表
self.update_agent_list()
def update_agent_list(self):
"""更新Agent列表"""
text = ""
for i, agent in enumerate(self.agents):
text += f"{i+1}. {agent['name']} ({agent['api_type']})"
if agent.get('model'):
text += f" - {agent['model']}"
text += "\n"
self.agent_list.setText(text)
def get_agents(self) -> List[Dict[str, Any]]:
"""获取Agent配置列表"""
return self.agents
def set_agents(self, agents: List[Dict[str, Any]]):
"""设置Agent配置列表"""
self.agents = agents
self.update_agent_list()
class WorkflowWidget(QWidget):
"""工作流配置界面"""
def __init__(self, parent=None):
super().__init__(parent)
self.workflow_lines = [] # 工作流配置行
self.initUI()
def initUI(self):
"""初始化界面"""
layout = QVBoxLayout()
# 创建水平分割器,左侧是代码编辑,右侧是可视化绘制
splitter = QSplitter(Qt.Orientation.Horizontal)
# 左侧 - 工作流代码编辑区
left_widget = QWidget()
left_layout = QVBoxLayout(left_widget)
left_layout.addWidget(QLabel("工作流定义 (类似mermaid flowchart语法):"))
self.workflow_edit = QTextEdit()
self.workflow_edit.setMinimumHeight(200)
# 设置语法高亮
self.highlighter = WorkflowSyntaxHighlighter(self.workflow_edit.document())
left_layout.addWidget(self.workflow_edit)
# 示例和帮助
help_text = """示例语法:
AgentA |\"AgentA's Prompt\"|--> AgentB |\"AgentB's Prompt\"| : {'任务描述'}
AgentC |\"AgentC's Prompt\"|--> AgentD |\"AgentD's Prompt\"| : {'另一个任务描述'}
每行定义一个连接,格式为: 源Agent |\"源Agent的提示词\"|--> 目标Agent |\"目标Agent的提示词\"| : {'任务描述'}"""
help_label = QLabel(help_text)
help_label.setStyleSheet("color: gray; font-style: italic;")
left_layout.addWidget(help_label)
# 右侧 - 可视化绘制区
right_widget = QWidget()
right_layout = QVBoxLayout(right_widget)
right_layout.addWidget(QLabel("可视化工作流绘制:"))
# 创建ConfigDrawer实例
self.config_drawer = ConfigDrawer()
right_layout.addWidget(self.config_drawer)
# 连接信号
self.workflow_edit.textChanged.connect(self.code_to_visual)
self.config_drawer.workflow_updated.connect(self.visual_to_code)
# 添加到分割器
splitter.addWidget(left_widget)
splitter.addWidget(right_widget)
# 设置初始大小
splitter.setSizes([400, 400])
layout.addWidget(splitter)
# 验证按钮
self.validate_button = QPushButton("验证工作流")
self.validate_button.clicked.connect(self.validate_workflow)
layout.addWidget(self.validate_button)
self.setLayout(layout)
def validate_workflow(self):
"""验证工作流"""
workflow_text = self.workflow_edit.toPlainText().strip()
if not workflow_text:
QMessageBox.warning(self, "错误", "工作流定义不能为空")
return False
# 解析工作流
parser = WorkflowParser()
if parser.parse(workflow_text):
# 检查是否有未定义的Agent
defined_agents = parser.get_agents()
if not defined_agents:
QMessageBox.warning(self, "错误", "工作流中没有定义任何Agent")
return False
QMessageBox.information(self, "成功", "工作流验证通过!")
self.workflow_lines = workflow_text.split('\n')
# 更新可视化绘制
self.code_to_visual()
return True
else:
QMessageBox.warning(self, "错误", "工作流验证失败:\n" + "\n".join(parser.get_errors()))
return False
def code_to_visual(self):
"""将代码转换为可视化绘制"""
# 断开信号连接,防止循环更新
self.workflow_edit.blockSignals(True)
self.config_drawer.blockSignals(True)
try:
# 获取工作流文本
workflow_text = self.workflow_edit.toPlainText().strip()
if workflow_text:
# 加载到可视化绘制器
self.config_drawer.load_workflow(workflow_text)
finally:
# 恢复信号连接
self.workflow_edit.blockSignals(False)
self.config_drawer.blockSignals(False)
def visual_to_code(self, workflow_text: str):
"""将可视化绘制转换为代码"""
# 断开信号连接,防止循环更新
self.workflow_edit.blockSignals(True)
self.config_drawer.blockSignals(True)
try:
# 更新工作流编辑器
self.workflow_edit.setText(workflow_text)
self.workflow_lines = workflow_text.split('\n') if workflow_text else []
finally:
# 恢复信号连接
self.workflow_edit.blockSignals(False)
self.config_drawer.blockSignals(False)
def get_workflow(self) -> List[str]:
"""获取工作流配置"""
return self.workflow_edit.toPlainText().strip().split('\n')
def set_workflow(self, workflow: List[str]):
"""设置工作流配置"""
workflow_text = '\n'.join(workflow)
self.workflow_edit.setText(workflow_text)
self.workflow_lines = workflow
# 更新可视化绘制
self.code_to_visual()
class ExecutionWidget(QWidget):
"""工作流执行界面"""
def __init__(self, parent=None):
super().__init__(parent)
self.executor = None # 工作流执行器
self.initUI()
def initUI(self):
"""初始化界面"""
layout = QVBoxLayout()
# 初始消息
init_layout = QHBoxLayout()
init_layout.addWidget(QLabel("初始消息:"))
self.init_message = QLineEdit()
init_layout.addWidget(self.init_message)
layout.addLayout(init_layout)
# 执行按钮
button_layout = QHBoxLayout()
self.execute_button = QPushButton("执行工作流")
self.execute_button.clicked.connect(self.execute_workflow)
button_layout.addWidget(self.execute_button)
self.reset_button = QPushButton("重置")
self.reset_button.clicked.connect(self.reset_execution)
button_layout.addWidget(self.reset_button)
self.view_log_button = QPushButton("查看日志")
self.view_log_button.clicked.connect(self.view_log)
self.view_log_button.setEnabled(False) # 初始状态下禁用
button_layout.addWidget(self.view_log_button)
layout.addLayout(button_layout)
# 执行结果
layout.addWidget(QLabel("执行结果:"))
self.result_text = QTextEdit()
self.result_text.setReadOnly(True)
layout.addWidget(self.result_text)
self.setLayout(layout)
# 保存当前日志文件路径
self.current_log_file = None
def set_executor(self, executor: WorkflowExecutor):
"""设置工作流执行器"""
self.executor = executor
def execute_workflow(self):
"""执行工作流"""
if not self.executor:
QMessageBox.warning(self, "错误", "请先创建工作流执行器")
return
# 获取初始消息
initial_message = self.init_message.text().strip()
# 执行工作流
result = self.executor.execute(initial_message)
# 显示执行结果
self.display_result(result)
def reset_execution(self):
"""重置执行状态"""
if self.executor:
self.executor.reset()
self.result_text.clear()
def display_result(self, result: Dict[str, Any]):
"""显示执行结果,只显示最终Agent的输出"""
status = result.get('status', '')
steps = result.get('steps', 0)
history = result.get('history', [])
error = result.get('error', '')
log_file = result.get('log_file', '')
# 保存日志文件路径并启用查看日志按钮
self.current_log_file = log_file
self.view_log_button.setEnabled(bool(log_file))
text = f"状态: {status}\n"
text += f"执行步骤: {steps}\n"
if error:
text += f"错误: {error}\n\n"
# 查找最终Agent的输出
final_steps = [step for step in history if step.get('is_final', False)]
if final_steps:
final_step = final_steps[-1] # 获取最后一个最终Agent的步骤
text += "最终结果:\n"
text += f" Agent: {final_step.get('agent', '')}\n"
text += f" 输出: {final_step.get('output', '')}\n\n"
else:
# 如果没有标记为最终的Agent,则显示最后一个Agent的输出
if history:
last_step = history[-1]
text += "最终结果:\n"
text += f" Agent: {last_step.get('agent', '')}\n"
text += f" 输出: {last_step.get('output', '')}\n\n"
# 添加日志文件信息
if log_file:
text += f"详细执行日志已保存至: {log_file}\n"
text += "(点击'查看日志'按钮可查看完整执行过程)\n"
self.result_text.setText(text)
def view_log(self):
"""查看日志文件"""
if not self.current_log_file or not os.path.exists(self.current_log_file):
QMessageBox.warning(self, "错误", "日志文件不存在")
return
try:
# 在Windows系统中使用默认程序打开日志文件
os.startfile(self.current_log_file)
except Exception as e:
QMessageBox.warning(self, "错误", f"打开日志文件失败: {str(e)}")
def reset_execution(self):
"""重置执行状态"""
if self.executor:
self.executor.reset()
self.result_text.clear()
self.current_log_file = None
self.view_log_button.setEnabled(False)
class MainWindow(QMainWindow):
"""主窗口"""
def __init__(self):
super().__init__()
self.initUI()
def initUI(self):
"""初始化界面"""
self.setWindowTitle("MultiAgent 协作系统")
self.setGeometry(100, 100, 1000, 800)
# 创建中央部件
central_widget = QWidget()
self.setCentralWidget(central_widget)
# 主布局
main_layout = QVBoxLayout(central_widget)
# 创建选项卡
tabs = QTabWidget()
# Agent配置选项卡
self.agent_widget = AgentConfigWidget()
tabs.addTab(self.agent_widget, "Agent配置")
# 工作流配置选项卡
self.workflow_widget = WorkflowWidget()
tabs.addTab(self.workflow_widget, "工作流配置")
# 执行选项卡
self.execution_widget = ExecutionWidget()
tabs.addTab(self.execution_widget, "执行工作流")
main_layout.addWidget(tabs)
# 底部按钮
button_layout = QHBoxLayout()
# 保存配置按钮
save_button = QPushButton("保存配置")
save_button.clicked.connect(self.save_config)
button_layout.addWidget(save_button)
# 加载配置按钮
load_button = QPushButton("加载配置")
load_button.clicked.connect(self.load_config)
button_layout.addWidget(load_button)
# 创建工作流按钮
create_button = QPushButton("创建工作流")
create_button.clicked.connect(self.create_workflow)
button_layout.addWidget(create_button)
main_layout.addLayout(button_layout)
def save_config(self):
"""保存配置"""
# 获取保存路径
file_path, _ = QFileDialog.getSaveFileName(
self, "保存配置", "", "JSON文件 (*.json)"
)
if not file_path:
return
# 获取配置
config = {
'agents': self.agent_widget.get_agents(),
'workflow': self.workflow_widget.get_workflow()
}
# 保存配置
try:
with open(file_path, 'w', encoding='utf-8') as f:
json.dump(config, f, ensure_ascii=False, indent=2)
QMessageBox.information(self, "成功", "配置已保存")
except Exception as e:
QMessageBox.warning(self, "错误", f"保存配置失败: {str(e)}")
def load_config(self):
"""加载配置"""
# 获取加载路径
file_path, _ = QFileDialog.getOpenFileName(
self, "加载配置", "", "JSON文件 (*.json)"
)
if not file_path:
return
# 加载配置
try:
with open(file_path, 'r', encoding='utf-8') as f:
config = json.load(f)
# 设置配置
self.agent_widget.set_agents(config.get('agents', []))
self.workflow_widget.set_workflow(config.get('workflow', []))
QMessageBox.information(self, "成功", "配置已加载")
except Exception as e:
QMessageBox.warning(self, "错误", f"加载配置失败: {str(e)}")
def create_workflow(self):
"""创建工作流"""
# 验证工作流
if not self.workflow_widget.validate_workflow():
return
# 获取Agent配置和工作流配置
agent_configs_list = self.agent_widget.get_agents()
workflow_config = self.workflow_widget.get_workflow()
workflow_text = '\n'.join(workflow_config)
# 创建工作流解析器
parser = WorkflowParser()
if not parser.parse(workflow_text):
QMessageBox.warning(self, "错误", "工作流解析失败: " + "\n".join(parser.get_errors()))
return
# 创建工作流执行器
try:
# 转换Agent配置列表为字典,键为Agent名称
agent_configs = {}
for config in agent_configs_list:
agent_name = config.get('name')
if agent_name:
agent_configs[agent_name] = config
# 创建执行器
executor = WorkflowExecutor(parser)
# 创建并添加Agent
factory = AgentFactory()
for agent_name, config in agent_configs.items():
# 获取工作流中定义的Agent提示词
prompt = parser.get_agent_prompt(agent_name)
# 创建Agent实例
agent = factory.create_agent_from_params(
name=agent_name,
api_type=config.get('api_type', 'openai'),
system_prompt=config.get('system_prompt', ''),
prompt=prompt
)
# 添加到执行器
executor.add_agent(agent_name, agent)
self.execution_widget.set_executor(executor)
QMessageBox.information(self, "成功", "工作流已创建,可以执行了")
except Exception as e:
QMessageBox.warning(self, "错误", f"创建工作流失败: {str(e)}")
def main():
"""主函数"""
app = QApplication(sys.argv)
window = MainWindow()
window.show()
sys.exit(app.exec())
if __name__ == "__main__":
main()