A. 人工智能与聊天助手
1. AI 聊天机器人
功能:基于 OpenAI API 实现一个简单的命令行聊天机器人。
依赖安装
pip install openai
Python 示例代码
import openai
openai.api_key = "YOUR_API_KEY"
def chat():
print("AI Chatbot 已启动,输入 'exit' 退出。")
while True:
user_input = input("你: ")
if user_input.lower() == 'exit':
break
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": user_input}]
)
print("AI:", response.choices[0].message.content.strip())
if __name__ == "__main__":
chat()
2. 自动会议纪要生成器
功能:将音频文件转录为文本,并使用 GPT 生成会议总结。
依赖安装
pip install openai-whisper openai
Python 示例代码
import openai
import whisper
openai.api_key = "YOUR_API_KEY"
def transcribe_and_summarize(audio_path):
model = whisper.load_model("base")
result = model.transcribe(audio_path)
transcription = result['text']
summary = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": "请将以下会议记录生成简短总结"},
{"role": "user", "content": transcription}
]
)
return summary.choices[0].message.content.strip()
if __name__ == "__main__":
print(transcribe_and_summarize("meeting.mp3"))
3. AI 校对与润色工具
功能:输入一段文字,自动进行语法检查和润色。
依赖安装
pip install openai
Python 示例代码
import openai
openai.api_key = "YOUR_API_KEY"
def proofread(text):
prompt = f"请帮我校对以下文字并进行润色:\n{text}"
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": prompt}]
)
return response.choices[0].message.content.strip()
if __name__ == "__main__":
original_text = "我今天去公司了,感到很高兴因为天气晴朗。"
print(proofread(original_text))
B. 文件与数据处理
4. PDF 转 Excel
功能:将 PDF 表格提取并转换为 Excel 文件。
依赖安装
pip install tabula-py pandas openpyxl
Python 示例代码
import tabula
import pandas as pd
def pdf_to_excel(pdf_path, excel_path):
dfs = tabula.read_pdf(pdf_path, pages='all', multiple_tables=True)
with pd.ExcelWriter(excel_path) as writer:
for i, df in enumerate(dfs):
df.to_excel(writer, sheet_name=f'Sheet{i+1}', index=False)
if __name__ == "__main__":
pdf_to_excel("data.pdf", "output.xlsx")
5. CSV 敏感信息脱敏
功能:将 CSV 文件中的手机号、身份证号等替换为 ****
。
依赖安装
pip install pandas
Python 示例代码
import pandas as pd
import re
def mask_sensitive_info(csv_path, output_path):
df = pd.read_csv(csv_path)
for col in df.columns:
df[col] = df[col].astype(str).apply(lambda x: re.sub(r'\d{3,}', '****', x))
df.to_csv(output_path, index=False)
if __name__ == "__main__":
mask_sensitive_info("input.csv", "masked.csv")
6. 批量重命名文件
功能:批量将文件夹中的文件重命名,支持添加前缀/后缀。
依赖安装
# 无需额外安装
Python 示例代码
import os
def batch_rename(folder, prefix="file_", suffix=""):
for i, filename in enumerate(os.listdir(folder), start=1):
old_path = os.path.join(folder, filename)
ext = os.path.splitext(filename)[1]
new_name = f"{prefix}{i}{suffix}{ext}"
new_path = os.path.join(folder, new_name)
os.rename(old_path, new_path)
if __name__ == "__main__":
batch_rename("my_files", prefix="doc_")
7. 自动整理桌面文件
功能:根据文件类型自动分类到不同文件夹。
依赖安装
# 无需额外安装
Python 示例代码
import os
import shutil
def organize_desktop(path):
for file in os.listdir(path):
full_path = os.path.join(path, file)
if os.path.isfile(full_path):
ext = file.split('.')[-1].lower()
folder = os.path.join(path, ext)
os.makedirs(folder, exist_ok=True)
shutil.move(full_path, folder)
if __name__ == "__main__":
organize_desktop("C:/Users/YourName/Desktop")
8. Excel 数据自动合并
功能:合并一个文件夹下所有 Excel 表到一个总表中。
依赖安装
pip install pandas openpyxl
Python 示例代码
import pandas as pd
import os
def merge_excels(folder, output_file):
all_data = []
for file in os.listdir(folder):
if file.endswith('.xlsx'):
df = pd.read_excel(os.path.join(folder, file))
all_data.append(df)
merged = pd.concat(all_data, ignore_index=True)
merged.to_excel(output_file, index=False)
if __name__ == "__main__":
merge_excels("excel_folder", "merged.xlsx")
C. 图片与视频处理
9. 简单图片下载器
功能:批量下载给定 URL 列表中的图片到本地。
依赖安装
pip install requests
Python 示例代码
import requests
import os
def download_images(url_list, save_folder):
os.makedirs(save_folder, exist_ok=True)
for i, url in enumerate(url_list, start=1):
img_data = requests.get(url).content
with open(f"{save_folder}/image_{i}.jpg", 'wb') as f:
f.write(img_data)
if __name__ == "__main__":
urls = [
"https://example.com/image1.jpg",
"https://example.com/image2.jpg"
]
download_images(urls, "downloaded_images")
10. 神奇照片编辑器(灰度 + 缩放)
功能:将图片转换为灰度并缩放到指定大小。
依赖安装
pip install pillow
Python 示例代码
from PIL import Image
def edit_image(image_path, output_path, size=(200, 200)):
img = Image.open(image_path).convert('L') # 灰度
img = img.resize(size)
img.save(output_path)
if __name__ == "__main__":
edit_image("input.jpg", "output.jpg", (300, 300))
11. 图片批量加水印
功能:批量给图片添加文字水印。
依赖安装
pip install pillow
Python 示例代码
from PIL import Image, ImageDraw, ImageFont
import os
def add_watermark(folder, text):
font = ImageFont.load_default()
for file in os.listdir(folder):
if file.lower().endswith((".jpg", ".png")):
img = Image.open(os.path.join(folder, file))
draw = ImageDraw.Draw(img)
draw.text((10, 10), text, font=font, fill=(255, 0, 0))
img.save(os.path.join(folder, f"wm_{file}"))
if __name__ == "__main__":
add_watermark("images", "CONFIDENTIAL")
12. 视频转 GIF
功能:将视频文件转换为 GIF 动画。
依赖安装
pip install moviepy
Python 示例代码
from moviepy.editor import VideoFileClip
def video_to_gif(video_path, gif_path):
clip = VideoFileClip(video_path)
clip.write_gif(gif_path)
if __name__ == "__main__":
video_to_gif("input.mp4", "output.gif")
D. 文档与文本处理
13. PDF 合并工具
功能:将多个 PDF 合并为一个。
依赖安装
pip install PyPDF2
Python 示例代码
from PyPDF2 import PdfMerger
import os
def merge_pdfs(folder, output_file):
merger = PdfMerger()
for file in os.listdir(folder):
if file.endswith(".pdf"):
merger.append(os.path.join(folder, file))
merger.write(output_file)
merger.close()
if __name__ == "__main__":
merge_pdfs("pdf_folder", "merged.pdf")
14. 自动校对工具
功能:对文本拼写进行自动检查和修正。
依赖安装
pip install textblob
python -m textblob.download_corpora
Python 示例代码
from textblob import TextBlob
def correct_text(text):
blob = TextBlob(text)
return str(blob.correct())
if __name__ == "__main__":
print(correct_text("Ths is a smple txt with errrs."))
15. URL 短链接生成器
功能:将长网址转换为短链接。
依赖安装
pip install pyshorteners
Python 示例代码
import pyshorteners
def shorten_url(url):
s = pyshorteners.Shortener()
return s.tinyurl.short(url)
if __name__ == "__main__":
print(shorten_url("https://www.example.com/very/long/url"))
16. 文本转语音
功能:将文本内容转换为 mp3 音频文件。
依赖安装
pip install gTTS
Python 示例代码
from gtts import gTTS
def text_to_speech(text, filename):
tts = gTTS(text)
tts.save(filename)
if __name__ == "__main__":
text_to_speech("你好,这是自动化脚本的测试。", "speech.mp3")
E. 网络与爬虫
17. 网页文章批量抓取
功能:抓取网页的主要内容并保存为 txt。
依赖安装
pip install requests beautifulsoup4
Python 示例代码
import requests
from bs4 import BeautifulSoup
def scrape_article(url, filename):
html = requests.get(url).text
soup = BeautifulSoup(html, 'html.parser')
text = soup.get_text()
with open(filename, "w", encoding="utf-8") as f:
f.write(text)
if __name__ == "__main__":
scrape_article("https://example.com", "article.txt")
18. 自动检测网页是否更新
功能:定时检查网页内容是否变化。
依赖安装
pip install requests
Python 示例代码
import requests
import time
def monitor_website(url, interval=60):
last_content = None
while True:
content = requests.get(url).text
if last_content and content != last_content:
print("Website updated!")
last_content = content
time.sleep(interval)
if __name__ == "__main__":
monitor_website("https://example.com", 10)
19. 自动批量下载 PDF
功能:爬取网页上的所有 PDF 并下载。
依赖安装
pip install requests beautifulsoup4
Python 示例代码
import requests
from bs4 import BeautifulSoup
import os
def download_pdfs(url, folder):
os.makedirs(folder, exist_ok=True)
html = requests.get(url).text
soup = BeautifulSoup(html, 'html.parser')
for link in soup.find_all('a', href=True):
if link['href'].endswith('.pdf'):
pdf_url = link['href']
if not pdf_url.startswith('http'):
pdf_url = url + pdf_url
pdf_data = requests.get(pdf_url).content
with open(os.path.join(folder, os.path.basename(pdf_url)), 'wb') as f:
f.write(pdf_data)
if __name__ == "__main__":
download_pdfs("https://example.com", "pdfs")
F. 办公自动化
20. 自动发送邮件
功能:自动发送带附件的邮件。
依赖安装
pip install yagmail
Python 示例代码
import yagmail
def send_email(user, password, to, subject, body, attachment=None):
yag = yagmail.SMTP(user, password)
yag.send(to=to, subject=subject, contents=body, attachments=attachment)
if __name__ == "__main__":
send_email("you@example.com", "your_password", "friend@example.com", "Test", "This is an email", "file.txt")
21. 自动生成日报
功能:每天生成包含日期和工作内容的日报文件。
依赖安装
# 无需安装
Python 示例代码
from datetime import datetime
def create_daily_report(content):
date_str = datetime.now().strftime("%Y-%m-%d")
with open(f"日报_{date_str}.txt", "w", encoding="utf-8") as f:
f.write(f"日期: {date_str}\n内容:\n{content}")
if __name__ == "__main__":
create_daily_report("今天完成了自动化脚本的开发。")
22. Excel 自动生成图表
功能:从 Excel 数据生成图表并保存为 PNG。
依赖安装
pip install pandas matplotlib openpyxl
Python 示例代码
import pandas as pd
import matplotlib.pyplot as plt
def excel_to_chart(excel_file, output_img):
df = pd.read_excel(excel_file)
df.plot(kind='bar')
plt.savefig(output_img)
if __name__ == "__main__":
excel_to_chart("data.xlsx", "chart.png")
23. 批量转换图片格式
功能:批量将 JPG 转 PNG。
依赖安装
pip install pillow
Python 示例代码
from PIL import Image
import os
def batch_convert(folder):
for file in os.listdir(folder):
if file.endswith(".jpg"):
img = Image.open(os.path.join(folder, file))
img.save(os.path.join(folder, file.replace(".jpg", ".png")))
if __name__ == "__main__":
batch_convert("images")
24. 自动备份文件夹
功能:将文件夹压缩为 zip 并保存。
依赖安装
# 无需安装
Python 示例代码
import shutil
def backup_folder(folder, output_zip):
shutil.make_archive(output_zip, 'zip', folder)
if __name__ == "__main__":
backup_folder("my_folder", "backup")
25. AI 聊天机器人(OpenAI API)
功能:基于 OpenAI API 的简单聊天机器人。
依赖安装
pip install openai
Python 示例代码
import openai
openai.api_key = "YOUR_API_KEY"
def chat_with_ai(prompt):
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[{"role": "user", "content": prompt}]
)
return response.choices[0].message['content']
if __name__ == "__main__":
print(chat_with_ai("帮我写一个励志故事"))