π₯ New @streamlit app! π
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!
π²App bit.ly/3zzS4us
π¬Post bit.ly/3kUz59O
#SEO
βπ§΅
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!
π²App bit.ly/3zzS4us
π¬Post bit.ly/3kUz59O
#SEO
βπ§΅
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! π€
2/10
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! π€
2/10
Once a URL is crawled, you can check its scraped content in the toggleable section (see belowπ)
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!π
3/10
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!π
3/10
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 π
4/10
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 π
4/10
Final step!
Your selected Q&A pairs will be displayed in the bottom table.
If you wish to download them, click that download button - VoilΓ !
5/10
Your selected Q&A pairs will be displayed in the bottom table.
If you wish to download them, click that download button - VoilΓ !
5/10
Many cool content & #SEO use cases! π₯
β Use it for content generation purposes
β Map-out Q&A pairs with your product, service or brand
β Research any topic and get Q&A pairs from that seed topic
β Differentiate your pages!
6/10
β Use it for content generation purposes
β Map-out Q&A pairs with your product, service or brand
β Research any topic and get Q&A pairs from that seed topic
β Differentiate your pages!
6/10
π§° The stack is 100% #Python! ππ₯
β Web framework: @streamlit! π
β Scraping tasks: Requests
β @Google T5 via @huggingface Pipelines - huggingface.co/transformers/mβ¦
β Not to forget @thiago's mighty Component for coloured labels! github.com/tvst/st-annotaβ¦ π
7/10
β Web framework: @streamlit! π
β Scraping tasks: Requests
β @Google T5 via @huggingface Pipelines - huggingface.co/transformers/mβ¦
β Not to forget @thiago's mighty Component for coloured labels! github.com/tvst/st-annotaβ¦ π
7/10
π οΈ Still To-Doβs:
β Optimise code to increase speed β‘
β Increase RAM capacity to mitigate bumps and allow for more content to be analysed
β Provide additional Q&A algorithms
Kudos to @huggingFaces and @Streamit DevOps for their support so far! π
8/10
β Optimise code to increase speed β‘
β Increase RAM capacity to mitigate bumps and allow for more content to be analysed
β Provide additional Q&A algorithms
Kudos to @huggingFaces and @Streamit DevOps for their support so far! π
8/10
π 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! π
9/10
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! π
9/10
WTFaq is still in beta, head-off to my Gitter page for bug reports, Qs or suggestions:
βΆοΈ gitter.im/DataChaz/what-β¦
This app is free! You can buy me a β to support my work if it's useful to you!
βΆοΈ buymeacoffee.com/cwar05
π² Check my other apps! charlywargnier.com/my-public-web-β¦
10/10
βΆοΈ gitter.im/DataChaz/what-β¦
This app is free! You can buy me a β to support my work if it's useful to you!
βΆοΈ buymeacoffee.com/cwar05
π² Check my other apps! charlywargnier.com/my-public-web-β¦
10/10
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