An automate vlog/video script generator empowered by Metaphor and OpenAI.
Download the package
python3 app.py <location name>python3 app.py Los Angelescreated a script with 3 scenes about LA
Will interpret user's natural language search to a metaphor query and return blog content of recent (3 months) related to input tourism attractions
def getMetaphorSearch(self, city):
USER_QUESTION = "What's the popular travelling blog only about {}?".format(city)
SYSTEM_MESSAGE = "You are a helpful assistant that generates search queiries based on user questions. Only generate one search query."
completion = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": SYSTEM_MESSAGE},
{"role": "user", "content": USER_QUESTION},
],
)
date_90_days_ago = datetime.now() - timedelta(days=90)
# Format the date as "YYYY-MM-DD"
formatted_date = date_90_days_ago.strftime("%Y-%m-%d")
query = completion.choices[0].message.content
search_response = self.metaphor.search(
query, use_autoprompt=True, start_published_date=formatted_date
)
return search_response.get_contents()Will generate a vlog script based on the very first blog content(for demo purpose) and return in a formatted string
def vlogScriptGenerator(self, search_result):
# choose the very first result as demo
first_content = search_result.contents[0]
SYSTEM_MESSAGE = "You are a helpful assistant that generates vlog script with multiple scenes based on blog " \
"content."
ASSISTANT_MESSAGE = "some context"
completion = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=[
{"role": "system", "content": SYSTEM_MESSAGE},
{"role": "user", "name": "example_user", "content": "help me to generate a random script with some "
"scenes"},
{"role": "system", "name": "example_assistant",
"content": ASSISTANT_MESSAGE},
{"role": "user", "content": first_content.extract},
],
)
result_script = completion.choices[0].message.content
return "Vlog script for {0}: {1}".format(first_content.title, result_script)metaphor API:
https://github.com/metaphorsystems/metaphor-python
OpenAI API:
https://cookbook.openai.com/examples/how_to_format_inputs_to_chatgpt_models
- more arguments can be added to make this API more customized, so people can choose any locations they prefer
- database can be added to store user preference history for future analysis, like who can be the potential content maker for video platform like Youtube