![Audio Speech
Prompt: Make an audio summary of the news
Answer: {'news': [{'title': 'The LabLabAI hackathon deadline is close!',
'summary': 'Deadlines are coming close so be ready...'}]}
+](https://image.slidesharecdn.com/scrapegraph-aipresentation-2-240411070459-62cd27f9/85/ScrapeGraphAI-a-new-way-to-scrape-context-with-AI-15-320.jpg)
ScrapeGraphAI: a new way to scrape context with AI
- 1. ScrapeGraphAI You Only Scrape Once
- 2. Our Team Marco Perini Lorenzo Padoan MSc Mechatronics Engineering - Junior Researcher @ Eurac Research Research Fellow @ UNIPD - Data Engineer @ Motion Analytica Marco Vinciguerra MSc Computer Engineering mvincig11@gmail.com perinim.98@gmail.com lorenzo.padoan977@gmail.com
- 3. We live in a world that produces Zettabytes of data The era of big data Source: International Data Corporation (IDC)
- 4. We live in a data-hungry world The era of Big Data Training di LLM Analytics
- 5. Principal source of data Internet
- 6. Scraping is the act of extracting information from a data source What is a scraper Scraping Web Data
- 7. Common scraping tools Dev tools Web services
- 8. Is it possible to scrape websites without any knowledge of HTML, just by writing what I want and how we want it? Our Question
- 10. What is this spider? 🤔 ScrapeGraphAI Python Library Open Source Scraping powered by llm Highly modular
- 11. Available llm & tools
- 12. Main Workflow Input URL Ask what you want to scrape Scrape right away Adapts to website structure changes Corrects itself until it succeed Flexibility in scraping different websites
- 13. Comparative results Let’s suppose we want to extract the news titles from https://www.wired.com
- 14. Comparative results BeaufulSoup ScrapeGraphAI More concise, less code, reusability. For scraping another website you just have to change 2 lines!!!!
- 15. Audio Speech Prompt: Make an audio summary of the news Answer: {'news': [{'title': 'The LabLabAI hackathon deadline is close!', 'summary': 'Deadlines are coming close so be ready...'}]} +
- 16. Scraping from text It is possible to insert various type of text, Classic string, downloaded HTML code, XML etc... Input generic text Ask what you want to scrape Generate answer
- 17. Pros of Scrapegraph-ai Low code and fast implementation Fault tollerance to dinamic HTML code Possibility to run local LLM Portability No possibles data leaks if you run local LLM 😍
- 18. Potential users Companies Developers + Researchers +
- 19. Some numbers After 2 months of development has: 100 + stars on Github 8 forks 4k + downloads on pypi (pip) 🤗
- 20. Call for Action Early Adopters Community Partnerships + +
- 21. Demo time!
- 22. Repositories Streamlit Website ScrapeGraphAI + VinciGit00/Scrapegraph-ai VinciGit00/Scrapegraph-LabLabAI-Hackathon If you like the project feel free to leave a star ⭐️
- 23. A promise is a promise Lorenzo: if we reach 1000 stars I will buy this Me:
- 24. ScrapeGraphAI You Only Scrape Once Thank you for the attention