Thread by @DataChaz

🥁 New @streamlit app! 🎈

WTFaq leverages the power of @huggingface Transformers & @Google T5 to generate quality question & answer pairs from URLs!

Select your best Q&As on the fly & export them to CSV!

🎲App bit.ly/3zzS4us
📬Post bit.ly/3kUz59O

#SEO

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First things first, pick a URL!

The app will crawl the URL's content & retrieve it back in the app.

Server side only for now. I'm planning to add the ability to crawl client-side rendered URLs soon, stay tuned! 🤗

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Once a URL is crawled, you can check its scraped content in the toggleable section (see below👇)

As we're still in beta and want to monitor memory spikes closely, built Q&A pairs are based on the first thousand scraped characters only.

We will increase that limit soon!😉

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Wait a few seconds for the results to be populated.

Results will be displayed in a matrix of 5 to 20 question & answers pairs.

You can select your favourite Q&A pairs on the fly simply by ticking them, as shown on the video below 👇

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Final step!

Your selected Q&A pairs will be displayed in the bottom table.

If you wish to download them, click that download button - Voilà!

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Many cool content & #SEO use cases! 🔥

✓ Use it for content generation purposes
✓ Map-out Q&A pairs with your product, service or brand
✓ Research any topic and get Q&A pairs from that seed topic
✓ Differentiate your pages!

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🧰 The stack is 100% #Python! 🐍🔥

✓ Web framework: @streamlit! 🎈
✓ Scraping tasks: Requests
✓ @Google T5 via @huggingface Pipelines - huggingface.co/transformers/m…
✓ Not to forget @thiago's mighty Component for coloured labels! github.com/tvst/st-annota… 🙌

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🛠️ Still To-Do’s:

✓ Optimise code to increase speed ⚡
✓ Increase RAM capacity to mitigate bumps and allow for more content to be analysed
✓ Provide additional Q&A algorithms

Kudos to @huggingFaces and @Streamit DevOps for their support so far! 🙌

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📂 About open-sourcing the code:

That code currently lies in a private repo. I should be able to make it public soon for you to re-use it in your own apps and creations!

Keep your eyes peeled! 🙌

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WTFaq is still in beta, head-off to my Gitter page for bug reports, Qs or suggestions:
▶️ gitter.im/DataChaz/what-…

This app is free! You can buy me a ☕ to support my work if it's useful to you!
▶️ buymeacoffee.com/cwar05

🎲 Check my other apps! charlywargnier.com/my-public-web-…

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