Curated News: OpenAI + NewsAPI using python
"Isn't it fantastic to discover news that aligns with your interests? Lets create a python application using OpenAI and NewsAPI APIs to accomplish this!"
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It's incredibly easy to get the news you're interested in without any unnecessary content. By leveraging the power of NewsAPI and OpenAI APIs, you can effortlessly generate an HTML-formatted news output.
Where do I get the news from?
There are various sources of news that have a REST API interface. The three popular ones are shown below. Apart from these, there are several others. RapidApi shows the other popular ones.
One can use any of the APIs. I chose NewsAPI because the free version does not have a time limit. The highlights of NewsAPI are:
- Sources: Able to specify multiple sources such as ESPN, CNN, BBC, Bloomberg...
- From: Ability to specify a time period for the news.
- Language: Supports multiple languages.
In the code, I had to use GPT-3.5 turbo OpenAPI model which has a token limit of 4096 (max newsAPI output). GPT-4 and GPT-4-32k have limits of 8192 and 32768 tokens, respectively, unfortunately, I do not have access to GPT-4 yet.
import os
import openai
from newsapi import NewsApiClient
openai.api_key = os.getenv("OPENAI_API_KEY")
newsapi_key = os.getenv("NEWSAPI_KEY")
def get_completion(prompt):
messages = [{"role": "user", "content": prompt}]
response = openai.ChatCompletion.create(
model="gpt-3.5-turbo",
messages=messages,
temperature=0,
)
return response.choices[0].message["content"]
newsapi = NewsApiClient(api_key=newsapi_key)
top_headlines = newsapi.get_top_headlines(sources='espn', language='en')
prompt = f"""
Remove the URL
Create an HTML file with heading and content using CSS table-layout
Do not paraphrase and add the entire content
Add alternating background colors to each row: light grey and dark grey
Show only the title and the description fields
Add a header at the top of the page with the source and date
Keep the content within an A4 size sheet
Review:```{top_headlines}```
"""
response = get_completion(prompt)
with open("news.html", "w") as f:
f.write(response)
Curated news
I used a simple prompt that created an HTML output. The prompts, as shown in the code, are a combination of HTML formatting and CSS table-layout, with some color sprinkled into the output, as shown below.
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I've got this set up as a cronjob. It runs every day, delivering me just the right dosage of sports news. Keeps me shipshape and informed!
The code is also available at my github.