task:str,) ->str:"""Generate and Execute Python code."""code = self.write_code(task)try:returnself.execute_code(code,"main.py")exceptExceptionasex:returnstr(ex)defexecute_code(self, code:str, filename:str) ->str:"""Execute a python code."""try:withset_directory(Path(self.path)):...
from langchain_core.tools import tool from pydantic.v1 import BaseModel, Field class PythonFileInput(BaseModel):# 定义参数的描述filename: str = Field(description="filename") source_code: str = Field(description="source code data") class PytestFileName(BaseModel):# 定义参数的描述filename: st...
@tool(args_schema=PythonFileInput) def write_file(filename, source_code): """ Generate python files based on input source code """ with open(filename, "w") as f: f.write(source_code) @tool(args_schema=PytestFileName) def execute_test_file(filename): """ Pass in the file name, ...
execute the test case and return the execution result """import subprocess# 使用subprocess模块执行pytest命令 result = subprocess.run(['pytest', filename], capture_output=True, text=True)# 检查pytest的执行结果if result.returncode ==:print("测试运行成功！")else:print("测试运行失败：")prin...
Execute that query Get the result Return a natural language reponse back confirm LLM result via pandas 代码语言:javascript 代码运行次数:0 运行 AI代码解释 import sqlite3 import pandas as pd # Connect to the SQLite database connection = sqlite3.connect(sqlite_db_path) # Define your SQL query ...
text_splitter import ( RecursiveCharacterTextSplitter, Language, ) #支持解析的编程语言 #[e.value for e in Language] #要切割的代码文档 PYTHON_CODE = """ def hello_world(): print("Hello, World!") #调用函数 hello_world() """ py_spliter = RecursiveCharacterTextSplitter.from_language( ...
15. Write Tests: "write_tests", args: "code": "<full_code_string>", "focus": "<list_of_focus_areas>" 16. Execute Python File: "execute_python_file", args: "file": "<file>" 17. Generate Image: "generate_image", args: "prompt": "<prompt>" ...
In LangChain through 0.0.131, the LLMMathChain chain allows prompt injection attacks that can execute arbitrary code via the Python exec method.从描述中我们了解到，在LangChain的LLMMathChain中存在Prompt注入攻击，可能导致执行Python代码。根据Reference[1]的issues，duckdoom4指出llmmath和sqldatabase链存在...
repl=PythonREPL()@tool defpython_repl(code:Annotated[str,"The python code to execute to generate your chart."]):"""Use this to execute python code. If you want to see the output of a value, you should print it out with `print(...)`. This is visible to the user."""try:result...
var response = client.SdkExecute(requestPagePay);//Execute(request); if (!response.IsError) { var res = new { success = true, out_trade_no = response.OutTradeNo, //qr_code = response.QrCode, //二维码字符串 pay_url = URL + "?" + response.Body ...