Merge remote-tracking branch 'origin/main' into main
- Resolved merge conflict in requirements.txt - Combined OpenBB compatibility notes
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ben
90
tests/test_vertex_ai_setup.py
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tests/test_vertex_ai_setup.py
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#!/usr/bin/env python3
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"""
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测试 Vertex AI 配置和连接
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"""
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import os
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import sys
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from config.settings import get_google_genai_config
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def test_doppler_config():
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"""测试 Doppler 配置"""
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print("🔍 测试 Doppler 配置...")
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try:
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config = get_google_genai_config()
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print("✅ 成功读取 Google GenAI 配置")
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print(f" - API Key: {'已配置' if config.get('api_key') else '未配置'}")
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print(f" - Use Vertex AI: {config.get('use_vertex_ai', '未设置')}")
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print(f" - Project ID: {config.get('project_id', '未设置')}")
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print(f" - Location: {config.get('location', '未设置')}")
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print(f" - Memory Bank Enabled: {config.get('memory_bank_enabled', '未设置')}")
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return config
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except Exception as e:
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print(f"❌ 读取 Google GenAI 配置失败: {e}")
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return None
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def test_environment_variables():
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"""测试环境变量"""
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print("\n🔍 测试环境变量...")
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adc_path = os.path.expanduser("~/.config/gcloud/application_default_credentials.json")
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if os.path.exists(adc_path):
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print("✅ 找到 Application Default Credentials 文件")
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else:
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print("❌ 未找到 Application Default Credentials 文件")
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google_env_vars = [var for var in os.environ if var.startswith('GOOGLE_')]
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if google_env_vars:
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print("✅ 找到以下 Google 环境变量:")
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for var in google_env_vars:
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# 不显示敏感信息
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if 'KEY' in var or 'SECRET' in var or 'TOKEN' in var:
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print(f" - {var}: {'已设置' if os.environ.get(var) else '未设置'}")
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else:
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print(f" - {var}: {os.environ.get(var, '未设置')}")
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else:
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print("⚠️ 未找到 Google 环境变量")
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def main():
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"""主函数"""
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print("🧪 Vertex AI 配置测试\n")
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# 测试 Doppler 配置
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config = test_doppler_config()
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# 测试环境变量
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test_environment_variables()
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# 检查是否满足基本要求
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print("\n📋 配置检查摘要:")
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if config:
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project_id = config.get('project_id')
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api_key = config.get('api_key')
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if project_id:
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print("✅ Google Cloud Project ID 已配置")
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else:
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print("❌ 未配置 Google Cloud Project ID")
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if api_key:
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print("✅ Google API Key 已配置")
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else:
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print("❌ 未配置 Google API Key")
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# 检查是否启用 Vertex AI
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use_vertex = config.get('use_vertex_ai', '').upper()
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if use_vertex == 'TRUE':
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print("✅ Vertex AI 已启用")
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else:
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print("❌ Vertex AI 未启用 (请检查 GOOGLE_GENAI_USE_VERTEXAI 环境变量)")
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# 检查是否启用 Memory Bank
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memory_bank_enabled = config.get('memory_bank_enabled', '').upper()
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if memory_bank_enabled == 'TRUE':
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print("✅ Memory Bank 已启用")
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else:
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print("❌ Memory Bank 未启用 (请检查 VERTEX_MEMORY_BANK_ENABLED 环境变量)")
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else:
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print("❌ 无法读取配置，请检查 Doppler 配置")
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if __name__ == "__main__":
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main()
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72
tests/test_vertex_memory_bank_function.py
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tests/test_vertex_memory_bank_function.py
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#!/usr/bin/env python3
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"""
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测试 Vertex AI Memory Bank 功能
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"""
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import asyncio
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import sys
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import os
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# 添加项目根目录到Python路径
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sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), '.')))
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from src.jixia.memory.factory import get_memory_backend
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async def test_vertex_memory_bank():
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"""测试 Vertex Memory Bank 功能"""
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print("🧪 Vertex AI Memory Bank 功能测试\n")
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try:
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# 获取 Vertex Memory Bank 后端
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print("🔍 正在获取 Vertex Memory Bank 后端...")
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memory_bank = get_memory_backend(prefer='vertex')
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print("✅ 成功获取 Vertex Memory Bank 后端\n")
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# 测试创建记忆银行
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print("🔍 正在为吕洞宾创建记忆银行...")
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bank_id = await memory_bank.create_memory_bank("lvdongbin", "吕洞宾的记忆银行")
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print(f"✅ 成功为吕洞宾创建记忆银行: {bank_id}\n")
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# 测试添加记忆
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print("🔍 正在为吕洞宾添加记忆...")
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memory_id = await memory_bank.add_memory(
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agent_name="lvdongbin",
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content="在讨论NVIDIA股票时，我倾向于使用DCF模型评估其内在价值，并关注其在AI领域的竞争优势。",
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memory_type="preference",
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debate_topic="NVIDIA投资分析",
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metadata={"confidence": "high"}
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)
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print(f"✅ 成功为吕洞宾添加记忆: {memory_id}\n")
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# 测试搜索记忆
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print("🔍 正在搜索吕洞宾关于NVIDIA的记忆...")
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results = await memory_bank.search_memories(
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agent_name="lvdongbin",
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query="NVIDIA",
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memory_type="preference"
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)
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print(f"✅ 搜索完成，找到 {len(results)} 条相关记忆\n")
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if results:
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print("🔍 搜索结果:")
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for i, result in enumerate(results, 1):
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print(f" {i}. {result['content']}")
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print(f" 相关性评分: {result['relevance_score']:.4f}\n")
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# 测试获取上下文
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print("🔍 正在获取吕洞宾关于NVIDIA投资分析的上下文...")
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context = await memory_bank.get_agent_context("lvdongbin", "NVIDIA投资分析")
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print("✅ 成功获取上下文\n")
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print("🔍 上下文内容:")
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print(context)
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print("\n")
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print("🎉 Vertex AI Memory Bank 功能测试完成!")
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except Exception as e:
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print(f"❌ 测试过程中发生错误: {e}")
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import traceback
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traceback.print_exc()
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if __name__ == "__main__":
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asyncio.run(test_vertex_memory_bank())
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