How to Summarize a Large Text with GPT-3

Do you need to quickly summarize a lengthy text but don’t have the time or energy to do so? Generative AI and GPT-3 have come to the rescue! 

With GPT-3, Davinci 3, now you can easily and accurately summarize large texts in no time at all. 

This article will focus on how to use GPT-3 to effectively generate an engaging summary for a text of over 4000 tokens. 

Furthermore, we will discuss the use cases of GPT-3 and how it can be applied to create blog post snippets, highlight key points for research papers, and more. 

By the end, you will have the tools to quickly and accurately summarize large texts with GPT-3.ย 

Read more or watching the YouTube video(Recommended)

YouTube:

How To Use GPT-3 Davinci 3 to Summarize a Text Over 4000 Tokens

GPT-3 is a powerful tool for summarizing long texts quickly and accurately. This article will discuss how to use GPT-3 to create a summary or blog post from a large input text, such as one over 4000 tokens. 

The process involves storing the original text into a file, splitting it into smaller chunks, and utilizing Python to write the summarized files from the chunks into a single text file. The Large Language Model GPT-3 can then be used on this final file to generate a blog post or summary.

This method can be seen in action in the YouTube video using the example of a summary of the book The Psychology of Money by Morgan Howsell, which contains approximately 4000 words and 22000 characters. 

After using GPT-3, a step-by-step guide is generated, completely summarizing the source material in a much more compressed way. 

This article presents a clear demonstration of how GPT-3 can be harnessed to efficiently summarize large texts.

Image

Flowchart Python + GPT-3 to Super Compress a Large Text

This text provides a guide on using GPT3 to summarize long text into shorter and more engaging pieces. The guide recommends a flowchart approach, which is followed step-by-step to turn a long text file of 4,000 words or more into an engaging summary.

Step 1: 

Collect and save a large text file or data set, with more than 4,000 words, into a file.

Step 2: 

Use Python to split the large text file into smaller chunks, that can be saved into separate text files.

Step 3: 

Enter each of the chunks into GPT3 and summarize them.

Step 4: 

Use Python to synthesize the summarized chunks into a single, compressed text file.

Step 5: 

Enter the compressed text file back into GPT3 and have it create an article, post or summary from the given data.

The example text used a 4000 word excerpt from the book “The Psychology of Money” by Morgan Housel, to demonstrate how the flowchart approach works.

After running the script, the entire excerpt was transformed into a super compressed text, which provided an effective and engaging step-by-step guide from the given text. 

Through this approach, large files can be effectively and quickly summarized and transformed into engaging pieces for articles and posts.

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GPT-3 Davinci 3 Summarizing Use Cases

We all know how difficult it can be to summarize a lengthy text โ€“ it usually requires hours of hard work and concentration to distill relevant information down into its essence. 

Thankfully, we now have the help of Generative AI and a particularly powerful tool called GPT-3 to help us make the summarizing process easier, quicker and more accurate.

GPT-3 with Davinci 3 makes it an invaluable productivity tool for automatically summarizing long texts, making our lives and work so much easier.

The possibilities of GPT-3 for summarizing long texts are far-reaching and can be applied to almost any situation where you need to quickly get the gist of a text. 

From highlighting key points for research papers to writing snippets for popular blog posts, GPT-3 can greatly improve our ability to craft compelling, relevant and time-saving summaries.

Conclusion

In conclusion, GPT-3 with Davinci 3 is an invaluable tool for quickly and accurately summarizing long texts, enabling us to quickly and easily extract relevant information without the need for long and arduous processes. 

It offers a far-reaching application and can be used to summarize texts for almost any purpose, from research papers to blog posts.

The benefits of GPT-3 for summarizing tasks cannot be understated, and its application and capabilities should be taken advantage of in order to maximize our productivity and time.

416 Comments

  1. The image above the title “GPT-3 Davinci 3 Summarizing Use Cases” with the filename “gpt-3-summarize.jpg” is beyond beautiful! I can relate to it. Can I please ask you to send me the HQ version of it? Thank you so much!

  2. Did you create that thru Midjourney? The pic. Oh by the way, i asked ChatGPT to scrape your site and give me an ImmediatePressRelease on your site. You wanna see it. I am blown away…Wow. Oh it’s free by the way. Haaa.

  3. Hello, great algoritm ,could you please send me the python script? Thanks!
    Or perhaps can you explain how to automate step 3? Or it is manual ctr c ctrl v.

  4. Hi Kristian I am new to this can you send me the python script and explain little bit more about the application. can i convert pdf file to txt and do this

  5. Hi Kristian, this is a fantastic piece of work. Would you be able to share with me the python script? Also, what should we modify in the script if we want the summary to be a specific length?

  6. Hello,

    I saw your videos about summarizing pdf and videos to do midjourney prompts to create stories, would it be possible to have these scripts please ?

    • Certainly! I’ve just sent you an email with all the necessary information on how to access the script for summarizing a PDF with the help of Python and GPT/AI.

    • Hello ๐Ÿ™‚ I sent you a mail with info about how to access my GPT / AI PDF Summarizer Script. Also coming a new video with PDF to Voice with the new ChatGPT API

    • Yes:) I sent you a mail with info about how to access my GPT / AI PDF Summarizer Script. Also coming a new video with PDF to Voice with the new ChatGPT API

  7. I’m curious to see what this looks like. The part about chunking the text and summarizing over the text is intriguing. For longer texts, are there cases where another layer of summarization is needed (summary of summaries)?

  8. Hi Kristian, looks like this is a winner of a tool. I’d love to have your instructions to access the summarizer script plz!

  9. Hi Kristian. This is a great post, and your Youtube channel is outstanding.
    I’d really appreciate seeing the script in more detail as well.
    Best.

  10. Hi Kristian. I’m a big fan of your videos, they educational, engaging and entertaining. Please can I have the summarizer script. Thank you.

  11. Hey Kristen this sounds like an absolutely useful tool for university as they require a lot of readings to be done each week via pdfs. Could you please send me the code?

  12. I have the same request / question as most others ๐Ÿ™‚ Do you share the script? Or should we use GPT Codex to rewrite it ๐Ÿ˜‰

  13. Hi Kristian! Are you so kind to send me this amazing python script? Thank you so much!
    I think you should publish it on github, due to the success it’s having (you have a lot of people asking it!!!)

  14. Hi Kristian, appreciate if you can share your Python script with me. I am working on a project to analyse large amount of mortgage pdf files. Your script should help me on the project.
    Thx

  15. Hi Kristian, I am also very interested in the python script, I want more information by mail, thank you in advance ๐Ÿ™‚

  16. GREAT KRISTIAN!!!!
    I love you for this post (and your Youtube videos!!!) but I would love you even more if you would send me the python code!!!! Thank you Kristian!!!

  17. Hi Kristian, thank you for the PDF but I recevied only the PDF about the prompts. Could you send me the python code eventually? Thank you!!!!

  18. Hi Kristian, Your article really help me. I am trying summary long text(10000 or more) for my own app using gpt3.0; Would you send me the script? thank you. And by the way the script is written by node or python? I using node in my app.

  19. Hi Kristian! Excellent work. Could I please get a copy of the python code for the large text summarization? Thanks so much!

  20. Awesome! I am very interested in the python script. Could I please get a copy of the python code for the large text summarization? Thanks so much!

    • Of course, I’ve emailed you some information on how to gain access to my AI ChatGPT Text/PDF Summarizer Script, complete with tutorials and a few prompt engineering tips. ๐Ÿ™‚

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    • Hey! You’ll find an email from me with all the exciting details on accessing my AI ChatGPT Text/PDF Summarizer Script, plus tutorials and some nifty prompt engineering strategies! ๐Ÿš€

  21. Hey,Kristian, can you please send the Python script. Iโ€™m looking to summarize a large pdf files, thanks above)

    • Hello! Keep an eye on your inbox, as I just sent over some valuable information on how to get your hands on my AI ChatGPT Text/PDF Summarizer Script, complete with tutorials and helpful prompt engineering insights! ๐ŸŽ‰

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  22. Hi Kristian,
    Great Work.
    Could you send me the source code for summarising texts? It would be very helpful.
    Thank you

    • Greetings! You’ve got mail! Check your inbox for information on how to access my AI ChatGPT Text/PDF Summarizer Script, tutorials, and some handy prompt engineering techniques. ๐Ÿ˜‰

  23. Hi Kristian,
    This is very helpful
    Could you send me the source code?
    I use whisper youtube video, and I can use your tool to summary large text.

    • Hi there! I’ve just emailed you some details on how to access my AI ChatGPT Text/PDF Summarizer Script and Tutorials, along with some tips on prompt engineering. Enjoy! ๐Ÿ˜Š

  24. Hey Kristian! Amazing use case. Could you please send me the Python script as well? Tips on prompt engineering would be helpful as well.
    Thank you so much ๐Ÿ™‚

    Made email mistake in my last comment

    • Hello! I wanted to let you know that I’ve sent you an email with instructions for accessing my AI ChatGPT Text/PDF Summarizer Script, plus tutorials and some insight into prompt engineering. Take a look! ๐Ÿ˜

  25. Hi Kristian,
    I’m so impressed with your work. Could you please share your source code with me? I happened to find out some logic from law, but i’m not professional with law at all so this would help me so much.
    Please help me๐Ÿ˜‚

    • I just shot you an email with all the info you’ll need to access my AI ChatGPT Text/PDF Summarizer Script, along with helpful tutorials and tips on prompt engineering. Have fun exploring! ๐Ÿค—

    • Hi! I’ve recently sent you an email containing information on how to access my AI ChatGPT Text/PDF Summarizer Script, as well as some tutorials and helpful tips on prompt engineering. Check it out! ๐Ÿ˜„

  26. Hi Kristian!
    Thanks a lot for the post!
    Could you please share the Python script to generate this summary?
    Thanks in advance)

    • Hey there! I’ve just emailed you some details about accessing my AI ChatGPT Text/PDF Summarizer Script, along with tutorials and a bit of prompt engineering guidance. Enjoy! ๐Ÿ˜Š

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  27. Hi Kristian! Would very much appreciate getting the python script. Iโ€™m not an engineer, but I can run scripts! Thank you for sharing your expertise.

    • Hey! I wanted to let you know that I’ve sent you an email containing information on how to use my AI ChatGPT Text/PDF Summarizer Script, as well as tutorials and tips on prompt engineering. Enjoy!

  28. Hiya Kristian, this is amazing, thank you, Iโ€™m looking to summarize pdfs and would appreciate one of your incredible emails.

    • I am pleased to let you know that I have just sent you an email with all the necessary details on how to access my AI ChatGPT Text/PDF Summarizer Script and Tutorials, in addition to some prompt engineering material that I’m confident you will find helpful.

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  29. Hi Kristian, this is amazing work, thank you for sharing! Iโ€™m looking to summarize several pdfs and would appreciate one of your incredible emails and instructions for accessing your script.
    Thank you!!

  30. Hi, I’m a beginner and never used python before but I am fascinated with AI and the possibilities that you are showing in your Youtube channel and this website.
    Could you tell me where I could start and what steps I need to do to summarize texts with gpt and python? Thanks a lot

  31. Kristian, this is amazing, thank you, Iโ€™m looking to summarize pdfs and Can you please send me the script

  32. Hi Kristian,

    I would appreciate if you could please share also with me the ChatGPT Text/PDF Summarizer Script and Tutorials.
    Thank you

  33. Hey Kristian, amazing article! I’m working on a similar problem and was looking for a solution. Your article helped a lot! Could you send me the script you were using? I’m curious how you compressed all summaries and fed them to GPT.

  34. Hi Kristian, this is amazing work, thank you for sharing! Iโ€™m looking to summarize several pdfs and would appreciate one of your incredible emails and instructions for accessing your script.
    Thank you!!

  35. Tาปanks for finally talking aboีฝt > Hแงw to Summarize ะฐ
    Lษ‘rge Text ิith GPT-3

  36. Hello Kristian, sorry I have not got a website (yet). Can I please have a copy of your script used for summarising a PDF? On a different note but related, how would you go about summarising video content? Would you transcribe and then summarise the transcription?

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