Unlock Power of AI Automation: Transform Complex PDFs into Engaging Blog Posts Easily with n8n! ✨

[@sebastianpodesta]

Hi, thanks for the tutorial and the workflow!! can this be combined with rag for a multi-file research and reporting? what would I have to change look out for?

[@derekcheungsa]

Hi Sebastian, you're welcome. Yes, the easy way to do this would be to hook up a vector store tool to the agents. You can reach-out to me [e-mail] if you want some specific suggestions based on your use case.

[@derekcheungsa]

I created a sample workflow just now to show case this use case above. It's pretty straightforward.

[@giancarlomendes40]

If I want to use the reverse flow: a flow that creates a long document, is it possible with a few changes? If so, can you give some tips?

[@derekcheungsa]

yeah..you just specify the number of words and sections. That is one of the strengths of this automation, you control the length of document to generate

[@jlxjalanlinux2240]

it possible to use local ai like ollama , to do agent stuf etc ?

[@derekcheungsa]

Yup, you can. Just switch out the openai node with the ollama one. But, I'm not sure it's worth it. The models are so cheap these days. For example, the google gemini flash 8B is 0.0375/M input tokens, $0.15/M output tokens -- much faster.

[@user-wr4yl7tx3w]

Did you specify which LLM?

[@derekcheungsa]

it's using gpt4o-mini

[@ward_jl]

Very cool! Why do you use different agents per section?

[@derekcheungsa]

Hi Ward, having different agents allows for different prompts to be used for each task. This enrichs the quality of the final output.

[@Amplify-AI]

Amazing!

[@Amplify-AI]

Have signed up to your mailing list but didn’t receive the flow templates. Could you please confirm how we can access these,?

[@musumo1908]

Hey nice work. Are the standalone n8n templates available anywhere…as already have self hosted setup thx

[@derekcheungsa]

It's available here: n8n.io/workflows/2457-multi-agent-pdf-to-blog-content-generation/

[@MarinasFlorin]

Where is the workflow located?

[@derekcheungsa]

It's available here: n8n.io/workflows/2457-multi-agent-pdf-to-blog-content-generation/

[@coleminephotography2053]

With a 31 page pdf I keep hitting the context window limit at the writers. Suggestions?

[@derekcheungsa]

Yup, you can use Google: Gemini 1.5 Flash-8B, it has 1M context window and is dirt cheap $0.0375/M input tokens $0.15/M output tokens

[@derekcheungsa]

Let me know if you need any help getting that configured. I use openrouter.ai for access to all kinds of models.

[@coleminephotography2053]

@@derekcheungsa Got it working with that solution. Thank you.

[@user-wr4yl7tx3w]

Is it free?

[@derekcheungsa]

the template is available for free here: n8n.io/workflows/2457-multi-agent-pdf-to-blog-content-generation/

[@lifegritacademy]

@@derekcheungsa its not for free. You ask for 25USD