ModelApiProcessing first PR

[tejkoiejgns]

Summary:

GPT API:

Firstly, I used the GPT API to summarize the article, and it also paraphrased the article, which made the result more accurate and more inclusive. However, my free trial for $18 has expired. After connecting my billing information to my GPT account, I gained access to the engine, but I was also charged around $4 during these days. Therefore, I decided to use the BART model that I found on Hugging Face.

Here's the pricing information for GPT: https://openai.com/pricing

For example(GPT):

Input: https://www.cnn.com/2023/07/11/politics/tommy-tuberville-white-nationalism-cnntv/index.html

Output: Generated phrases:

• Amazon Prime Day is held in July every year to increase sales during slow summer months and to promote early back-to-school and college shopping.
• Amazon(AMZN)held its first Prime Day in 2015 to celebrate its 20th anniversary.
• Prime Day is expected to generate around $12 billion in revenue this year, a 12% increase from last year.
• Amazon is revamping its delivery network this year to create 8 regions in smaller geographic areas designed to ship products over shorter distances.
• Amazon is having its annual Prime Day sale this year, which is expected to draw in more customers than ever.

BART model:

1. Use the BART model (https://huggingface.co/facebook/bart-large-cnn) to extract the articles from CNN website
2. Summarize the article
3. Spilt the summarized text into individual sentences

For example(BART):

Input: https://www.cnn.com/2023/07/06/tech/twitter-meta-threads-legal-threat/index.html

Output: Summarized Sentences:

1. Twitter is threatening Meta with a lawsuit after the launch of Meta’s new Twitter rival,Threads.
2. The threat is perhaps the clearest sign yet that Twitter views the app as a competitive threat.
3. An attorney representing Twitter sent Meta CEO Mark Zuckerberg a letter that accused the company of trade secret theft.

[YLee2121]

@tejkoiejgns Could you please add the GPT API charge information in the PR report? I will read through it and tell you my idea.