From f31f371d539ba8a206aad46b015108b786f23da7 Mon Sep 17 00:00:00 2001 From: Zhou Tuo <45249333+FromCSUZhou@users.noreply.github.com> Date: Wed, 7 Feb 2024 02:49:47 +0000 Subject: [PATCH] add email_login tool and add email summarization scenario example --- examples/email_summary.py | 25 ++++++++++++++ metagpt/tools/libs/__init__.py | 10 +++++- metagpt/tools/libs/email_login.py | 57 +++++++++++++++++++++++++++++++ metagpt/tools/tool_type.py | 4 +++ 4 files changed, 95 insertions(+), 1 deletion(-) create mode 100644 examples/email_summary.py create mode 100644 metagpt/tools/libs/email_login.py diff --git a/examples/email_summary.py b/examples/email_summary.py new file mode 100644 index 000000000..39c6df1c1 --- /dev/null +++ b/examples/email_summary.py @@ -0,0 +1,25 @@ +# -*- encoding: utf-8 -*- +""" +@Date : 2024/02/07 +@Author : Tuo Zhou +@File : email_summary.py +""" + +from metagpt.roles.ci.code_interpreter import CodeInterpreter + + +async def main(): + # prompt_response = """I will give you your Outlook email account(englishgpt@outlook.com) and password(the outlook_email_password item in the environment variable). You need to find the latest email in my inbox with the sender's suffix @qq.com and reply to him "Thank you! I have received your email~""""" + prompt_summary = """I will give you your Outlook email account(englishgpt@outlook.com) and password(outlook_email_password item in the environment variable). + Firstly, Please help me present the latest 5 senders and full letter contents. + Then, summarize each of the 5 emails into one sentence with Chinese(you can do this by yourself, don't need import other models to do this) and output them in a markdown format.""" + # ci_response = CodeInterpreter(goal=prompt_response, use_tools=True) + ci_summary = CodeInterpreter(goal=prompt_summary, use_tools=True) + + await ci_summary.run(prompt_summary) + + +if __name__ == "__main__": + import asyncio + + asyncio.run(main()) diff --git a/metagpt/tools/libs/__init__.py b/metagpt/tools/libs/__init__.py index c9767c1e5..91596fd3d 100644 --- a/metagpt/tools/libs/__init__.py +++ b/metagpt/tools/libs/__init__.py @@ -10,6 +10,14 @@ from metagpt.tools.libs import ( sd_engine, gpt_v_generator, web_scraping, + email_login, ) -_ = data_preprocess, feature_engineering, sd_engine, gpt_v_generator, web_scraping # Avoid pre-commit error +_ = ( + data_preprocess, + feature_engineering, + sd_engine, + gpt_v_generator, + web_scraping, + email_login, +) # Avoid pre-commit error diff --git a/metagpt/tools/libs/email_login.py b/metagpt/tools/libs/email_login.py new file mode 100644 index 000000000..946e294eb --- /dev/null +++ b/metagpt/tools/libs/email_login.py @@ -0,0 +1,57 @@ +from imap_tools import MailBox + +from metagpt.tools.tool_registry import register_tool +from metagpt.tools.tool_type import ToolType + + +@register_tool(tool_type=ToolType.EMAIL_LOGIN.type_name) +def email_login_imap(email_address, email_password): + """ + Use imap_tools package to log in to your email (the email that supports IMAP protocol) to verify and return the account object. + + Args: + email_address (str): Email address that needs to be logged in and linked. + email_password (str): Password for the email address that needs to be logged in and linked. + + Returns: + object: The imap_tools's MailBox object returned after successfully connecting to the mailbox through imap_tools, including various information about this account (email, etc.), or None if login fails. + """ + + # Define a dictionary mapping email domains to their IMAP server addresses + imap_servers = { + "outlook.com": "imap-mail.outlook.com", # Outlook + "163.com": "imap.163.com", # 163 Mail + "qq.com": "imap.qq.com", # QQ Mail + "gmail.com": "imap.gmail.com", # Gmail + "yahoo.com": "imap.mail.yahoo.com", # Yahoo Mail + "icloud.com": "imap.mail.me.com", # iCloud Mail + "hotmail.com": "imap-mail.outlook.com", # Hotmail (同 Outlook) + "live.com": "imap-mail.outlook.com", # Live (同 Outlook) + "sina.com": "imap.sina.com", # Sina Mail + "sohu.com": "imap.sohu.com", # Sohu Mail + "yahoo.co.jp": "imap.mail.yahoo.co.jp", # Yahoo Mail Japan + "yandex.com": "imap.yandex.com", # Yandex Mail + "mail.ru": "imap.mail.ru", # Mail.ru + "aol.com": "imap.aol.com", # AOL Mail + "gmx.com": "imap.gmx.com", # GMX Mail + "zoho.com": "imap.zoho.com", # Zoho Mail + } + + # Extract the domain from the email address + domain = email_address.split("@")[-1] + + # Determine the correct IMAP server + imap_server = imap_servers.get(domain) + + if not imap_server: + print(f"IMAP server for {domain} not found.") + return None + + # Attempt to log in to the email account + try: + mailbox = MailBox(imap_server).login(email_address, email_password) + print("Login successful") + return mailbox + except Exception as e: + print(f"Login failed: {e}") + return None diff --git a/metagpt/tools/tool_type.py b/metagpt/tools/tool_type.py index 6fa971c56..5a0c66a03 100644 --- a/metagpt/tools/tool_type.py +++ b/metagpt/tools/tool_type.py @@ -17,6 +17,10 @@ class ToolType(Enum): desc="Only for changing value inplace.", usage_prompt=DATA_PREPROCESS_PROMPT, ) + EMAIL_LOGIN = ToolTypeDef( + name="email_login", + desc="For logging to an email.", + ) FEATURE_ENGINEERING = ToolTypeDef( name="feature_engineering", desc="Only for creating new columns for input data.",