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Stefan Smiljkovic PRO

shtefcs

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Web Automation + AI

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New activity in Xenova/realtime-whisper-webgpu 8 days ago

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5
#4 opened about 1 month ago by
ednsinf
reacted to singhsidhukuldeep's post with πŸ‘ 2 months ago
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2050
Are you tired of writing scripts to scrape data from the web? πŸ˜“

ScrapeGraphAI is here for you! πŸŽ‰

ScrapeGraphAI is an OPEN-SOURCE web scraping Python library that uses LLM and direct graph logic to create scraping pipelines for websites and local documents (XML, HTML, JSON, etc.). πŸŒπŸ“Š

Just say which information you want to extract (in human language) and the library will do it for you! πŸ—£οΈπŸš€

It supports GPT, Gemini, and open-source models like Mistral. πŸ”

A few things that I could not find in the docs but would be amazing to see 🀞:
- Captcha handling πŸ”
- Persistent data output formatting πŸ“
- Streaming output πŸ“‘
- ExplanationπŸ˜‚ of the tag line: "ScrapeGraphAI: You Only Scrape Once" What does that even mean? 🀣 Is this YOLO? πŸ€”

Link: https://github.com/VinciGit00/Scrapegraph-ai
Demo code: https://github.com/amrrs/scrapegraph-code/blob/main/sourcegraph.ipynb
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replied to Felladrin's post 2 months ago
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This seems really useful to have on business websites.

reacted to Felladrin's post with πŸ‘β€οΈπŸ”₯ 2 months ago
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2856
MiniSearch is celebrating its 1st birthday! πŸŽ‰

Exactly one year ago, I shared the initial version of this side-project on Hugging Face. Since then, there have been numerous changes under the hood. Nowadays it uses [Web-LLM](https://github.com/mlc-ai/web-llm), [Wllama](https://github.com/ngxson/wllama) and [SearXNG](https://github.com/searxng/searxng). I use it daily as my default search engine and have done my best to make it useful. I hope it's interesting for you too!

HF Space: Felladrin/MiniSearch
Embeddable URL: https://felladrin-minisearch.hf.space
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upvoted 3 articles 2 months ago
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Introduction to ggml

β€’ 120
replied to fdaudens's post 2 months ago
reacted to fdaudens's post with πŸš€πŸ€—πŸ§ πŸ‘€πŸ”₯ 2 months ago
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3054
The Nobel Prize background for Hopfield and Hinton's work on neural networks is pure gold. It's a masterclass in explaining AI basics.

Key takeaways from the conclusion:
- ML applications are expanding rapidly. We're still figuring out which will stick.
- Ethical discussions are crucial as the tech develops.
- Physics 🀝 AI: A two-way street of innovation.

Some mind-blowing AI applications in physics:
- Discovering the Higgs particle
- Cleaning up gravitational wave data
- Hunting exoplanets
- Predicting molecular structures
- Designing better solar cells

We're just scratching the surface. The interplay between AI and physics is reshaping both fields.

Bonus: The illustrations accompanying the background document are really neat. (Credit: Johan Jarnestad/The Royal Swedish Academy of Sciences)

#AI #MachineLearning #Physics #Ethics #Innovation
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