[ChatGPT] Automate blog creation with OPENAI API (ChatGPT)

[ChatGPT] Automate blog creation with OPENAI API (ChatGPT)

# Reviewing other people's code
https://teddylee777.github.io/python/chatgpt-blog-automation/

It is for my son's education.
(For middle and high school students )

	'''
	[ChatGPT] Automate blog creation with OPENAI API (ChatGPT)
	# Reviewing other people's code
	https://teddylee777.github.io/python/chatgpt-blog-automation/
	It is for my son's education.
	(For middle and high school students )
	'''
	import openai
	import re
	import os
	from datetime import datetime, timedelta
	class BlogGenerator:
	def __init__(self):
	self.api_key = 'your-key'
	self.model_engine = "text-davinci-003"
	self.max_tokens = 2048
	self.temperature = 0.3
	self.top_p = 1
	self.frequency_penalty = 0
	self.presence_penalty = 0
	self.hashtag_pattern = r'(#+[a-zA-Z0-9(_)]{1,})'
	self.blog_directory = r"blog_path/_posts"
	self.category = "travel"
	self.age_range = "20-40"
	def generate_blog(self, topic):
	prompt = f'''
	Write blog posts in markdown format.
	Write the theme of your blog as "{topic}".
	Highlight, bold, or italicize important words or sentences.
	Please include the restaurant's address, menu recommendations and other helpful information(opening and closing hours) as a list style.
	Please make the entire blog less than 10 minutes long.
	The audience of this article is {self.age_range} years old.
	Create several hashtags and add them only at the end of the line.
	Add a summary of the entire article at the beginning of the blog post.
	'''
	openai.api_key = self.api_key
	completion = openai.Completion.create(
	engine=self.model_engine,
	prompt=prompt,
	max_tokens=self.max_tokens,
	temperature=self.temperature,
	top_p=self.top_p,
	frequency_penalty=self.frequency_penalty,
	presence_penalty=self.presence_penalty
	)
	return completion.choices[0].text
	def extract_hashtags(self, text):
	hashtags = [w[1:] for w in re.findall(self.hashtag_pattern, text)]
	tag_string = ""
	for w in hashtags:
	if len(w) > 3:
	tag_string += f'{w}, '
	tag_string = re.sub(r'[^a-zA-Z, ]', '', tag_string)
	tag_string = tag_string.strip()[:-1]
	return tag_string
	def generate_output(self, topic, text):
	tag_string = self.extract_hashtags(text)
	page_head = f'''---
	layout: single
	title: "{topic}"
	categories: {self.category}
	tag: [{tag_string}]
	toc: false
	author_profile: false
	sidebar:
	nav: "counts"
	---
	'''
	body = '\n'.join(text.strip().split('\n')[1:])
	return page_head + body
	def create_blog_file(self, topic, output):
	yesterday = datetime.now() - timedelta(days=1)
	timestring = yesterday.strftime('%Y-%m-%d')
	filename = f"{timestring}-{'-'.join(topic.lower().split())}.md"
	if not os.path.exists(self.blog_directory):
	os.makedirs(self.blog_directory)
	filepath = os.path.join(self.blog_directory, filename)
	with open(filepath, 'w') as f:
	f.write(output)
	f.close()
	def generate_blocks(self, topic):
	text = self.generate_blog(topic)
	output = self.generate_output(topic, text)
	print(f'output={output}')
	self.create_blog_file(topic, output)
	if __name__=="__main__" :
	blog_generator = BlogGenerator()
	city = "New York"
	topic = f"Top 10 Restaurants you must visit when traveling to {city}"
	blog_generator.generate_blocks(topic)
	print("Thank you!")

view raw blog.py hosted with ❤ by GitHub

https://youtu.be/IfhsnXClPYQ