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Best answer

Can I create a workflow to auto-summarize large articles with ChatGPT?

  • June 15, 2023
  • 8 replies
  • 465 views
ZapMorris

Howdy folks, 

Wondering if anyone has suggestions or a guide to setup an article summary workflow. I’ve successfully done this with smaller articles using chat GPT, but it seems like everything I Zap to it results in errors due to the character count. Is there a workflow anyone has that can automatically summarize a larger article?

 

Thanks in advance. 

Best answer by hoon

has anyone got the 16k token models working? I was advised yesterday by tech support that over 4K tokens doesnt work and its a known bug.   The screenshot above shows that only 10 tokens were used, and 3990 are remaining, i.e. 4K tokens. 

 

@luked Thanks for reporting that the token counter was not working properly for these 16k models.

Our team has made an update so these should show the correct token count and use up the full 16k tokens these models allow.

This post has been closed for comments. Please create a new post if you need help or have a question about this topic.

8 replies

Troy Tessalone
Zapier Orchestrator & Solution Partner
Forum|alt.badge.img+14
  • Troy TessaloneZapier Orchestrator & Solution Partner
  • Zapier Orchestrator & Solution Partner
  • June 15, 2023

Hi @ZapMorris 

Good question.

Perhaps try this Zap action: Formatter > Text > Split Text into Chunks for AI Prompts

https://help.zapier.com/hc/en-us/articles/15406374106765-Modify-large-data-for-your-AI-prompts

⚡ Troy Tessalone - AutomationAce.com | Platinum Zapier Solution Partner | #1 Zapier Community Contributor
shahidul
Forum|alt.badge.img+1
  • shahidulBeginner
  • Beginner
  • June 15, 2023

Hi, you have to use the new OpenAI model called gpt-3.5-turbo-16k

 

This is the action block where ChatGPT is used.
This image shows the token size of the aritcle.

 

Please see that here the model is used gpt-3.5-turbo-16k.

 

 

The result was a summry generation of the hwole article. Obviously, you can customize your prompt in your style and get desired results.

 

Shahidul - Independent Zapier Specialist - Message me for help.
ZapMorris
Troy Tessalone
Zapier Orchestrator & Solution Partner
Forum|alt.badge.img+14
  • Troy TessaloneZapier Orchestrator & Solution Partner
  • Zapier Orchestrator & Solution Partner
  • June 15, 2023

@ZapMorris 

Also, when using the ChatGPT Conversation action, make use of the Memory Key.

 

⚡ Troy Tessalone - AutomationAce.com | Platinum Zapier Solution Partner | #1 Zapier Community Contributor
ZapMorris
luked
  • lukedBeginner
  • Beginner
  • June 20, 2023

has anyone got the 16k token models working? I was advised yesterday by tech support that over 4K tokens doesnt work and its a known bug.   The screenshot above shows that only 10 tokens were used, and 3990 are remaining, i.e. 4K tokens. 

 

ZapMorris
christina.d
Forum|alt.badge.img+9
  • christina.dZapier Staff
  • Zapier Staff
  • June 21, 2023

 Hey there, @luked! Thanks for reaching out in community and mentioning this!

I’ve tagged this thread so we’ll also be sure to keep it updated with any news.

In the meantime, I wonder if using GPT-4, the chunking method, and the memory key as Troy mentioned, could serve as a workaround?

Keep us posted!

hoon
  • hoonZapier Staff
  • Zapier Staff
  • Answer
  • June 27, 2023

has anyone got the 16k token models working? I was advised yesterday by tech support that over 4K tokens doesnt work and its a known bug.   The screenshot above shows that only 10 tokens were used, and 3990 are remaining, i.e. 4K tokens. 

 

@luked Thanks for reporting that the token counter was not working properly for these 16k models.

Our team has made an update so these should show the correct token count and use up the full 16k tokens these models allow.

Hoon Park
luked
  • lukedBeginner
  • Beginner
  • June 27, 2023

Thanks for putting in the fix. I can confirm that we've updated the plugin in our workflows and all is now in order. Thanks for the quick fix and for reporting on the thread. 

hoon
ken.a
Forum|alt.badge.img+6
  • ken.aZapier Staff
  • Zapier Staff
  • June 28, 2023

Hi @luked,

Awesome! I’m glad everything is now sorted.

If you have any other questions, please don’t hesitate to reach out in the Community. We’re always happy to help! 😊

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