This is a big step toward more capable AI agents. At Automatio.ai, we're working on integrating similar autonomous web agents to streamline data extraction and web automation, letting users build powerful scrapers without coding. The challenge is making sure these agents can navigate complex websites reliably. How do you see open-source AI helping bridge the gap between research prototypes and real-world automation?
Stefan Smiljkovic PRO
shtefcs
AI & ML interests
Hi, I'm Stefan 👋, 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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Are you tired of writing scripts to scrape data from the web? 😓
ScrapeGraphAI is here for you! 🎉
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.). 🌐📊
Just say which information you want to extract (in human language) and the library will do it for you! 🗣️🚀
It supports GPT, Gemini, and open-source models like Mistral. 🔍
A few things that I could not find in the docs but would be amazing to see 🤞:
- Captcha handling 🔐
- Persistent data output formatting 📁
- Streaming output 📡
- Explanation😂 of the tag line: "ScrapeGraphAI: You Only Scrape Once" What does that even mean? 🤣 Is this YOLO? 🤔
Link: https://github.com/VinciGit00/Scrapegraph-ai
Demo code: https://github.com/amrrs/scrapegraph-code/blob/main/sourcegraph.ipynb
ScrapeGraphAI is here for you! 🎉
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.). 🌐📊
Just say which information you want to extract (in human language) and the library will do it for you! 🗣️🚀
It supports GPT, Gemini, and open-source models like Mistral. 🔍
A few things that I could not find in the docs but would be amazing to see 🤞:
- Captcha handling 🔐
- Persistent data output formatting 📁
- Streaming output 📡
- Explanation😂 of the tag line: "ScrapeGraphAI: You Only Scrape Once" What does that even mean? 🤣 Is this YOLO? 🤔
Link: https://github.com/VinciGit00/Scrapegraph-ai
Demo code: https://github.com/amrrs/scrapegraph-code/blob/main/sourcegraph.ipynb
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This seems really useful to have on business websites.
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MiniSearch is celebrating its 1st birthday! 🎉
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
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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Excellent post Florent. Specially the graphic examples you provided.
Stefan Smiljkovic
Founder of https://automatio.ai