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Stefan Smiljkovic PRO

shtefcs

AI & ML interests

Hi, I'm Stefan πŸ‘‹, the creator of Automatio. My work focuses on web automation, extracting data from websites, AI, building workflows, and agents that simplify online tasks. Feel free to check out the Automatio website or connect with me on social media!

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new activity 15 days ago
JeffreyXiang/TRELLIS:Thank you!
liked a Space 15 days ago
JeffreyXiang/TRELLIS
liked a model 15 days ago
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New activity in JeffreyXiang/TRELLIS 15 days ago

Thank you!

#36 opened 15 days ago by
shtefcs
New activity in Xenova/realtime-whisper-webgpu about 1 month ago
reacted to singhsidhukuldeep's post with πŸ‘ 4 months ago
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2162
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 4 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”₯ 4 months ago
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3003
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 4 months ago
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Tool Use, Unified

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Introduction to ggml

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replied to fdaudens's post 4 months ago
reacted to fdaudens's post with πŸš€πŸ€— 4 months ago
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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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