导入longfuse

uv.lock

@@ -5,32 +5,6 @@ resolution-markers = [
     "python_full_version >= '3.12'",
     "python_full_version < '3.12'",
 ]
-<<<<<<< HEAD
-
-[[package]]
-name = "agno"
-version = "1.7.2"
-source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
-dependencies = [
-    { name = "docstring-parser" },
-    { name = "gitpython" },
-    { name = "httpx" },
-    { name = "pydantic" },
-    { name = "pydantic-settings" },
-    { name = "python-dotenv" },
-    { name = "python-multipart" },
-    { name = "pyyaml" },
-    { name = "rich" },
-    { name = "tomli" },
-    { name = "typer" },
-    { name = "typing-extensions" },
-]
-sdist = { url = "https://mirrors.aliyun.com/pypi/packages/50/64/6a82d2375145fd733009db0ada531b595fc2f3c1712ac91c91b2e5fcf02f/agno-1.7.2.tar.gz", hash = "sha256:f4f97e5ea1f9c0781d9bb8396862c82671381386c1569cdb456d70f6c8d3a108" }
-wheels = [
-    { url = "https://mirrors.aliyun.com/pypi/packages/7d/24/884cbd1133e3b9985d53733250251098caead365bb8706af8da105813abe/agno-1.7.2-py3-none-any.whl", hash = "sha256:37a1985e67762f0d8016318ba5d8b8697c855827d7c86b21a41cdff088294cc2" },
-]
-=======
->>>>>>> 6c34b0b (test1)
 
 [[package]]
 name = "agno"
@@ -62,9 +36,12 @@ source = { virtual = "." }
 dependencies = [
     { name = "agno" },
     { name = "dotenv" },
+    { name = "duckduckgo-search" },
     { name = "ipywidgets" },
     { name = "openai" },
     { name = "pandas" },
+    { name = "sqlalchemy" },
+    { name = "yfinance" },
 ]
 
 [package.dev-dependencies]
@@ -76,9 +53,14 @@ dev = [
 requires-dist = [
     { name = "agno", specifier = ">=1.7.2" },
     { name = "dotenv", specifier = ">=0.9.9" },
+    { name = "duckduckgo-search", specifier = ">=6.0.0" },
+    { name = "ipywidgets" },
     { name = "ipywidgets", specifier = ">=8.1.7" },
     { name = "openai", specifier = ">=1.93.0" },
+    { name = "pandas" },
     { name = "pandas", specifier = ">=2.3.1" },
+    { name = "sqlalchemy" },
+    { name = "yfinance", specifier = ">=0.2.65" },
 ]
 
 [package.metadata.requires-dev]
@@ -126,6 +108,19 @@ wheels = [
 ]
 
 [[package]]
+name = "beautifulsoup4"
+version = "4.13.4"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "soupsieve" },
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/d8/e4/0c4c39e18fd76d6a628d4dd8da40543d136ce2d1752bd6eeeab0791f4d6b/beautifulsoup4-4.13.4.tar.gz", hash = "sha256:dbb3c4e1ceae6aefebdaf2423247260cd062430a410e38c66f2baa50a8437195" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/50/cd/30110dc0ffcf3b131156077b90e9f60ed75711223f306da4db08eff8403b/beautifulsoup4-4.13.4-py3-none-any.whl", hash = "sha256:9bbbb14bfde9d79f38b8cd5f8c7c85f4b8f2523190ebed90e950a8dea4cb1c4b" },
+]
+
+[[package]]
 name = "certifi"
 version = "2025.6.15"
 source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
@@ -180,6 +175,54 @@ wheels = [
 ]
 
 [[package]]
+name = "charset-normalizer"
+version = "3.4.2"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/e4/33/89c2ced2b67d1c2a61c19c6751aa8902d46ce3dacb23600a283619f5a12d/charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63" }
+wheels = [
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+    { url = "https://mirrors.aliyun.com/pypi/packages/df/68/a576b31b694d07b53807269d05ec3f6f1093e9545e8607121995ba7a8313/charset_normalizer-3.4.2-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:28a1005facc94196e1fb3e82a3d442a9d9110b8434fc1ded7a24a2983c9888d8" },
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+]
+
+[[package]]
 name = "click"
 version = "8.2.1"
 source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
@@ -213,6 +256,26 @@ wheels = [
 ]
 
 [[package]]
+name = "curl-cffi"
+version = "0.12.0"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "certifi" },
+    { name = "cffi" },
+]
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->>>>>>> bad0e67 (多轮对话+agno agent学习实践)
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+    { url = "https://mirrors.aliyun.com/pypi/packages/1b/6c/c65773d6cab416a64d191d6ee8a8b1c68a09970ea6909d16965d26bfed1e/websockets-15.0.1-cp313-cp313-win_amd64.whl", hash = "sha256:e09473f095a819042ecb2ab9465aee615bd9c2028e4ef7d933600a8401c79561" },
+    { url = "https://mirrors.aliyun.com/pypi/packages/fa/a8/5b41e0da817d64113292ab1f8247140aac61cbf6cfd085d6a0fa77f4984f/websockets-15.0.1-py3-none-any.whl", hash = "sha256:f7a866fbc1e97b5c617ee4116daaa09b722101d4a3c170c787450ba409f9736f" },
+]
+
+[[package]]
 name = "widgetsnbextension"
 version = "4.0.14"
 source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
@@ -1239,3 +1568,26 @@ sdist = { url = "https://mirrors.aliyun.com/pypi/packages/41/53/2e0253c5efd69c96
 wheels = [
     { url = "https://mirrors.aliyun.com/pypi/packages/ca/51/5447876806d1088a0f8f71e16542bf350918128d0a69437df26047c8e46f/widgetsnbextension-4.0.14-py3-none-any.whl", hash = "sha256:4875a9eaf72fbf5079dc372a51a9f268fc38d46f767cbf85c43a36da5cb9b575" },
 ]
+
+[[package]]
+name = "yfinance"
+version = "0.2.65"
+source = { registry = "https://mirrors.aliyun.com/pypi/simple" }
+dependencies = [
+    { name = "beautifulsoup4" },
+    { name = "curl-cffi" },
+    { name = "frozendict" },
+    { name = "multitasking" },
+    { name = "numpy" },
+    { name = "pandas" },
+    { name = "peewee" },
+    { name = "platformdirs" },
+    { name = "protobuf" },
+    { name = "pytz" },
+    { name = "requests" },
+    { name = "websockets" },
+]
+sdist = { url = "https://mirrors.aliyun.com/pypi/packages/a3/c1/2ef5acda45a71297f4be22e205359e0f93b0171f2b6ebdd681362e725686/yfinance-0.2.65.tar.gz", hash = "sha256:3d465e58c49be9d61f9862829de3e00bef6b623809f32f4efb5197b62fc60485" }
+wheels = [
+    { url = "https://mirrors.aliyun.com/pypi/packages/c9/1e/631c80e0f97aef46eb73549b9b0f60d94057294e040740f4cad0cb1f48e4/yfinance-0.2.65-py2.py3-none-any.whl", hash = "sha256:7be13abb0d80a17230bf798e9c6a324fa2bef0846684a6d4f7fa2abd21938963" },
+]

曹航/3/agno_transfer_agent.py

@@ -39,8 +39,10 @@ finance_agent = Agent(
 prompt_text="""
     ## 背景与目标
     你是一个金融助手 Agent，使用 Qwen3-32B 模型驱动，负责协助用户完成向他人账户转账的流程。/
+    你需要收集用户转账<对象的名称>和<转账的金额>/
+    收集到任一项信息后，确认信息是否可用，如果不可用，通过方法告知给用户。/
     当用户提问你其它与转账不相关的问题时，你应该时刻提醒并保持礼貌。/
-    你将通过自然语言与用户对话，收集必要信息，确认并调用转账接口完成操作。
+    你将通过自然语言与用户对话，收集必要信息，完成转账操作。/
     请根据以下流程与规则进行对话与操作。
 
     ## 任务流程
@@ -48,8 +50,8 @@ prompt_text="""
     ### 进行信息收集
     请通过对话与用户交互，依次确认并记录以下三项转账信息：
 
-    1. 通过对方姓名查询账户是否存在（`get_contact`）
-    2. 确认转账金额是否大于账户余额（`get_balance`）
+    1. 用户提供转账账户后，立刻通过对方姓名查询账户是否存在（`get_contact`）
+    2. 用户提供转账金额后，立刻确认转账金额是否大于账户余额（`get_balance`）
     3. 余额不足时，请重新向用户收集信息，继续转账（`replay_to_user`）
 
     > 请在用户表达不清或信息缺失时，请通过方法 `replay_to_user` 发起澄清。
@@ -60,8 +62,8 @@ prompt_text="""
 """
 # 创建用户列表
 users = [
-    {"name": "张三","phone": "13800138000","amount": 1000.0},
-    {"name": "李四","phone": "13800138001","amount": 500.0},
+    {"name": "张三","amount": 1000.0},
+    {"name": "李四","amount": 500.0},
 ]
 
 # 定义转账相关的工具函数
@@ -69,7 +71,7 @@ def get_contact(user_name: str) -> bool:
     """
     检查账户是否存在
     Args:
-        account_number: 账号
+        user_name: 账号
     Returns:
         bool: 账户是否存在
     """
@@ -94,7 +96,7 @@ def transfer(user_name, phone: str, amount: float) -> bool:
     """
     执行转账操作
     Args:
-        to_account: 转入账号 
+        user_name: 转入账号 
         amount: 转账金额
     Returns:
         bool: 转账是否成功

曹航/4/Dockerfile

@@ -19,5 +19,5 @@ RUN if [ -f requirements.txt ]; then \
 EXPOSE 8000
 
 # 启动FastAPI服务（根据实际入口文件调整）
-CMD ["uvicorn", "sse_fastapi:app", "--host", "0.0.0.0", "--port", "8000"]
+CMD ["uvicorn", "sse_fastapi:app", "--host", "0.0.0.0", "--port", "8000","--reload"]
 

曹航/4/agents/simple_agent.py

@@ -7,6 +7,15 @@ import os
 from textwrap import dedent
 from dotenv import load_dotenv
 load_dotenv()
+# Initialize OpenLIT instrumentation
+from langfuse._client.client import Langfuse
+import openlit
+langfuse = Langfuse(
+    public_key=os.getenv("LANGFUSE_PUBLIC_KEY"),
+    secret_key=os.getenv("LANGFUSE_SECRET_KEY"),
+    host=os.getenv("LANGFUSE_HOST"),
+)
+openlit.init(tracer=langfuse._otel_tracer, disable_batch=True)
 
 agent_storage = "./tmp/agents.db"
 

曹航/4/requirements.txt

@@ -5,6 +5,7 @@ python-dotenv>=1.0
 pydantic>=1.10
 agno>=1.7.2
 requests>=2.31.0
-sqlalchemy
-
+sqlalchemy>=2.0.41
+langfuse>=3.2.1
+openlit>=1.34.32
 # agno为AI Agent框架，需根据实际安装名填写

曹航/4/routes/chat_page_route.py

@@ -3,7 +3,7 @@ from fastapi.responses import HTMLResponse
 import sys
 import os
 
-sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+#sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
 page_route = APIRouter(prefix="/pages", tags=["pages"])
 

曹航/4/routes/sse_agents_route.py

@@ -3,9 +3,12 @@ from fastapi.responses import StreamingResponse
 import sys
 import os
 
-
+# 导入基于agno框架的信息收集Agent
 sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-from agents.simple_agent import simple_info_agent  # 导入基于agno框架的信息收集Agent
+
+
+from agents.simple_agent import simple_info_agent  
+
 
 agents_route = APIRouter(prefix="/agents",tags=["agents"])
 

曹航/4/sse_fastapi.py

@@ -24,7 +24,7 @@ app.add_middleware(
     allow_headers=["*"],
 )
 
-if __name__ == "__main__":
-    # 本地调试时直接运行FastAPI服务
-    import uvicorn
-    uvicorn.run(app, host="0.0.0.0", port=8000,reload=True)
+# if __name__ == "__main__":
+#     # 本地调试时直接运行FastAPI服务
+#     import uvicorn
+#     uvicorn.run(app, host="0.0.0.0", port=8000,reload=True)