6大核心模块(Modules)
示例(Examples)
Requests

LangChain

Python Requests

网络上包含许多LLM无法访问的信息。为了让LLM轻松地与该信息进行交互,我们提供了Python Requests模块的一个包装器,该包装器接收URL并从该URL获取数据。

from langchain.agents import load_tools
 
requests_tools = load_tools(["requests_all"])
 
requests_tools
 
[RequestsGetTool(name='requests_get', description='A portal to the internet. Use this when you need to get specific content from a website. Input should be a  url (i.e. https://www.google.com). The output will be the text response of the GET request.', args_schema=None, return_direct=False, verbose=False, callbacks=None, callback_manager=None, requests_wrapper=TextRequestsWrapper(headers=None, aiosession=None)),
 RequestsPostTool(name='requests_post', description='Use this when you want to POST to a website.\n    Input should be a json string with two keys: "url" and "data".\n    The value of "url" should be a string, and the value of "data" should be a dictionary of \n    key-value pairs you want to POST to the url.\n    Be careful to always use double quotes for strings in the json string\n    The output will be the text response of the POST request.\n    ', args_schema=None, return_direct=False, verbose=False, callbacks=None, callback_manager=None, requests_wrapper=TextRequestsWrapper(headers=None, aiosession=None)),
 RequestsPatchTool(name='requests_patch', description='Use this when you want to PATCH to a website.\n    Input should be a json string with two keys: "url" and "data".\n    The value of "url" should be a string, and the value of "data" should be a dictionary of \n    key-value pairs you want to PATCH to the url.\n    Be careful to always use double quotes for strings in the json string\n    The output will be the text response of the PATCH request.\n    ', args_schema=None, return_direct=False, verbose=False, callbacks=None, callback_manager=None, requests_wrapper=TextRequestsWrapper(headers=None, aiosession=None)),
 RequestsPutTool(name='requests_put', description='Use this when you want to PUT to a website.\n    Input should be a json string with two keys: "url" and "data".\n    The value of "url" should be a string, and the value of "data" should be a dictionary of \n    key-value pairs you want to PUT to the url.\n    Be careful to always use double quotes for strings in the json string.\n    The output will be the text response of the PUT request.\n    ', args_schema=None, return_direct=False, verbose=False, callbacks=None, callback_manager=None, requests_wrapper=TextRequestsWrapper(headers=None, aiosession=None)),
 RequestsDeleteTool(name='requests_delete', description='A portal to the internet. Use this when you need to make a DELETE request to a URL. Input should be a specific url, and the output will be the text response of the DELETE request.', args_schema=None, return_direct=False, verbose=False, callbacks=None, callback_manager=None, requests_wrapper=TextRequestsWrapper(headers=None, aiosession=None))]
 

在工具内部

每个请求工具都包含一个requests包装器。您可以直接在下面与这些包装器一起使用。

# Each tool wrapps a requests wrapper
requests_tools[0].requests_wrapper
 
TextRequestsWrapper(headers=None, aiosession=None)
 
from langchain.utilities import TextRequestsWrapper
requests = TextRequestsWrapper()
 
requests.get("https://www.google.com")
 
'<!doctype html><html itemscope="" itemtype="http://schema.org/WebPage" lang="en"><head><meta content="Search the world\'s information, including webpages, images, videos and more. 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