-
Notifications
You must be signed in to change notification settings - Fork 1
/
Lions.py
223 lines (186 loc) · 8.49 KB
/
Lions.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
# ---
# jupyter:
# jupytext:
# text_representation:
# extension: .py
# format_name: light
# format_version: '1.5'
# jupytext_version: 1.15.2
# kernelspec:
# display_name: Python 3 (ipykernel)
# language: python
# name: python3
# ---
# +
import imaplib
import smtplib
import email
from email.header import decode_header
from email.utils import parsedate_to_datetime, formataddr
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
from email.mime.base import MIMEBase
from email import encoders
import bs4
import re
import functools
import email
from email.header import decode_header
from email.utils import parsedate_to_datetime
import datetime
from lxml import etree as ET
import pytz
import html
import random
import os
import google.generativeai as genai
import tempfile
import jonlog
logger = jonlog.getLogger()
logger.info("Reloaded :)")
# -
class ZohoMail:
def __init__(self, username, password):
self._mail = imaplib.IMAP4_SSL('imap.zoho.com')
self._smtp = smtplib.SMTP_SSL('smtp.zoho.com', 465)
self._username = username
self._password = password
self.login()
def login(self):
self._smtp.login(self._username, self._password)
self._mail.login(self._username, self._password)
self._mail.select('INBOX')
def search_emails(self):
resp, data = self._mail.search(None, 'unseen FROM "[email protected]"')
# resp, data = self._mail.search(None, 'FROM "[email protected]"')
return data[0].split()
@functools.cache
def get_msg(self, msg_id):
_status, msg_data = self._mail.uid('fetch', msg_id, '(RFC822)')
msg = email.message_from_bytes(msg_data[0][1])
return msg
def get_email_parts(self, msg):
for part in msg.walk():
if part.get_content_maintype() == 'multipart':
continue
yield part
def get_email_data(self, msg_id):
msg = self.get_msg(msg_id)
sender = decode_header(msg.get("From"))[0][0]
if isinstance(sender, bytes):
sender = sender.decode()
subject = decode_header(msg.get("Subject"))[0][0]
if isinstance(subject, bytes):
subject = subject.decode()
date = parsedate_to_datetime(msg.get("Date"))
text = ''
attachments = []
for part in self.get_email_parts(msg):
if part.get_content_type().startswith('text'):
if part.get_content_type().endswith('/html'):
soup = bs4.BeautifulSoup(part.get_payload(decode=True).decode(), 'html.parser')
text = soup.get_text()
else:
text = part.get_payload(decode=True).decode()
else:
attachments.append({"data": part.get_payload(decode=True), "type": part.get_content_type()})
return {'id': msg_id, 'sender': sender, 'subject': subject, 'date': date, 'text': text, 'attachments': attachments}
def get(self, limit=10):
msg_ids = self.search_emails()[-limit:]
emails = [self.get_email_data(msg_id) for msg_id in msg_ids]
return emails
def mark_read(self, msg_id):
self._mail.uid('store', msg_id, '+FLAGS', '(\Seen)')
def forward_email(self, msg_id, forward_text):
original_msg = self.get_msg(msg_id)
tag = forward_text.split(']')[0] + ']'
if 'boring' in tag.lower():
logger.info("Skipping boring")
return
# Create a new MIMEMultipart message for forwarding
msg = MIMEMultipart()
msg['From'] = '[email protected]'
msg['Subject'] = f"[Gemini] {tag} Fwd: {original_msg['Subject']}"
recipients = [original_msg['From']] + original_msg.get_all('To', [''])[0].split(',') + original_msg.get_all('Cc', [])
if 'worker' not in tag.lower() and 'boring' not in tag.lower():
recipients += ['[email protected]']
# Attach the forward text
msg.attach(MIMEText(forward_text, 'plain'))
# Attach any attachments from the original message
for part in original_msg.walk():
if part.get_content_maintype() == 'multipart':
continue
if part.get('Content-Disposition') is None:
continue
attachment = MIMEBase(part.get_content_maintype(), part.get_content_subtype())
attachment.set_payload(part.get_payload(decode=True))
encoders.encode_base64(attachment)
attachment.add_header('Content-Disposition', part.get('Content-Disposition'))
msg.attach(attachment)
# Send the forwarded email
self._smtp.sendmail(msg['From'], recipients, msg.as_string())
"""
Gemini API
"""
class GoogleAI:
@classmethod
def get_api_key(cls):
return os.environ.get("GEMINI_API_KEY") or open('/Users/jong/.gemini_apikey').read().strip()
def __init__(self, model='gemini-1.5-flash-latest', tags=['Boring', 'Animal', 'Worker', 'Non-Worker Person', 'Unknown']):
self.model = model
self.tags = tags
genai.configure(api_key=self.get_api_key())
def upload_to_gemini(self, path, mime_type=None):
"""Uploads the given file to Gemini.
See https://ai.google.dev/gemini-api/docs/prompting_with_media
"""
file = genai.upload_file(path, mime_type=mime_type)
print(f"Uploaded file '{file.display_name}' as: {file.uri}")
return file
def message(self, photos):
# Create the model
# See https://ai.google.dev/api/python/google/generativeai/GenerativeModel
adjective = random.choice(["sarcastic", "exhilarated", "infuriated", "melancholic", "bewildered", "ecstatic", "aghast", "enthralled", "despondent", "euphoric", "apoplectic", "wistful", "overjoyed", "crestfallen", "flabbergasted", "elated", "exasperated", "jubilant", "livid", "pensive", "thrilled", "evil", "depressed"])
person = random.choice(["Donald Trump campaign rant", "Yoda", "Darth Vader", "Einstein", "Elon Musk Tweet", "Shakespearean monologue", "Martin Luther King Jr. speech", "Winston Churchill wartime address", "Gordon Ramsay critique", "Neil deGrasse Tyson lecture", "Steve Jobs keynote", "Joe Rogan podcast", "Larry David rant", "Jerry Seinfeld standup"])
system = f'At the start of your message, tag the photo with just one of these tags, surrounded by square brackets. [{", ".join(self.tags)}]. Always respond truthfully. However, respond in the style of {adjective} {person}'
logger.info(system)
model = genai.GenerativeModel(
model_name=self.model,
system_instruction=system,
safety_settings = [
{"category": "HARM_CATEGORY_HARASSMENT", "threshold": "BLOCK_NONE"},
{"category": "HARM_CATEGORY_HATE_SPEECH", "threshold": "BLOCK_NONE"},
{"category": "HARM_CATEGORY_SEXUALLY_EXPLICIT", "threshold": "BLOCK_NONE"},
{"category": "HARM_CATEGORY_DANGEROUS_CONTENT", "threshold": "BLOCK_NONE"},
]
)
# TODO Make these files available on the local file system
# You may need to update the file paths
#TODO: Save photo to disk tmp
image_drives = []
with tempfile.TemporaryDirectory() as tmpdir:
for i, photo in enumerate(photos):
photo_suffix = photo['type'].split('/')[-1]
photo_path = f"{tmpdir}/{i}.{photo_suffix}"
with open(photo_path, 'wb') as f:
f.write(photo['data'])
image_drives.append(self.upload_to_gemini(photo_path, mime_type=photo['type']))
chat_session = model.start_chat(
history=[{
"role": "user",
"parts": image_drives}]
)
response = chat_session.send_message(f"Here are photo(s) from my security camera. What do you see? At the start of your message, tag the photo with just one of these tags, surrounded by square brackets. {self.tags}")
return f"{adjective} {person}", response.text.strip()
mail = ZohoMail('[email protected]', 'tnb2xeh!PXV4vrc.xza')
def do_email(mail, email_data):
if len(m.get('attachments', [])) == 0:
mail.mark_read(email_data['id'])
return
chat = GoogleAI()
persona, resp = chat.message(email_data['attachments'])
mail.forward_email(email_data['id'], f"{resp}\n\nFrom: {persona} (gemini-1.5-flash)")
mail.mark_read(email_data['id'])
for m in mail.get(limit=1000):
do_email(mail, m)