Infobip
This notebook that shows how to useInfobip API wrapper to send SMS messages, emails.
Infobip provides many services, but this notebook will focus on SMS and Email services. You can find more information about the API and other channelshere.
Setup
To use this tool you need to have an Infobip account. You can createfree trial account.
InfobipAPIWrapper
uses name parameters where you can provide credentials:
infobip_api_key
-API Key that you can find in yourdeveloper toolsinfobip_base_url
-Base url for Infobip API. You can use the default valuehttps://api.infobip.com/
.
You can also provideinfobip_api_key
andinfobip_base_url
as environment variablesINFOBIP_API_KEY
andINFOBIP_BASE_URL
.
Sending a SMS
from langchain_community.utilities.infobipimport InfobipAPIWrapper
infobip: InfobipAPIWrapper= InfobipAPIWrapper()
infobip.run(
to="41793026727",
text="Hello, World!",
sender="Langchain",
channel="sms",
)
API Reference:InfobipAPIWrapper
Sending an Email
from langchain_community.utilities.infobipimport InfobipAPIWrapper
infobip: InfobipAPIWrapper= InfobipAPIWrapper()
infobip.run(
to="test@example.com",
sender="test@example.com",
subject="example",
body="example",
channel="email",
)
API Reference:InfobipAPIWrapper
How to use it inside an Agent
from langchainimport hub
from langchain.agentsimport AgentExecutor, create_openai_functions_agent
from langchain_community.utilities.infobipimport InfobipAPIWrapper
from langchain_core.toolsimport StructuredTool
from langchain_openaiimport ChatOpenAI
from pydanticimport BaseModel, Field
instructions="You are a coding teacher. You are teaching a student how to code. The student asks you a question. You answer the question."
base_prompt= hub.pull("langchain-ai/openai-functions-template")
prompt= base_prompt.partial(instructions=instructions)
llm= ChatOpenAI(temperature=0)
classEmailInput(BaseModel):
body:str= Field(description="Email body text")
to:str= Field(description="Email address to send to. Example: email@example.com")
sender:str= Field(
description="Email address to send from, must be 'validemail@example.com'"
)
subject:str= Field(description="Email subject")
channel:str= Field(description="Email channel, must be 'email'")
infobip_api_wrapper: InfobipAPIWrapper= InfobipAPIWrapper()
infobip_tool= StructuredTool.from_function(
name="infobip_email",
description="Send Email via Infobip. If you need to send email, use infobip_email",
func=infobip_api_wrapper.run,
args_schema=EmailInput,
)
tools=[infobip_tool]
agent= create_openai_functions_agent(llm, tools, prompt)
agent_executor= AgentExecutor(
agent=agent,
tools=tools,
verbose=True,
)
agent_executor.invoke(
{
"input":"Hi, can you please send me an example of Python recursion to my email email@example.com"
}
)
API Reference:hub |AgentExecutor |create_openai_functions_agent |InfobipAPIWrapper |StructuredTool |ChatOpenAI
> Entering new AgentExecutor chain...
Invoking: `infobip_email` with `{'body': 'Hi,\n\nHere is a simple example of a recursive function in Python:\n\n```\ndef factorial(n):\n if n == 1:\n return 1\n else:\n return n * factorial(n-1)\n```\n\nThis function calculates the factorial of a number. The factorial of a number is the product of all positive integers less than or equal to that number. The function calls itself with a smaller argument until it reaches the base case where n equals 1.\n\nBest,\nCoding Teacher', 'to': 'email@example.com', 'sender': 'validemail@example.com', 'subject': 'Python Recursion Example', 'channel': 'email'}`
I have sent an example of Python recursion to your email. Please check your inbox.
> Finished chain.
Related
- Toolconceptual guide
- Toolhow-to guides