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Diff for: README.md

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"description": "ScrapeGraphAI transforms websites into clean, organized data for AI agents and data analytics. It offers an AI-powered API for effortless and cost-effective data extraction.",
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"founders": [
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{
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"name": "Marco Perini",
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"name": "",
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"role": "Founder & Technical Lead",
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"linkedin": "https://www.linkedin.com/in/perinim/"
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},
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If you have used our library for research purposes please quote us with the following reference:
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```text
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@misc{scrapegraph-ai,
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author = {Marco Perini, Lorenzo Padoan, Marco Vinciguerra},
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author = {Lorenzo Padoan, Marco Vinciguerra},
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title = {Scrapegraph-ai},
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year = {2024},
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url = {https://github.com/VinciGit00/Scrapegraph-ai},
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## Authors
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<p align="center">
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<img src="https://raw.githubusercontent.com/VinciGit00/Scrapegraph-ai/main/docs/assets/logo_authors.png" alt="Authors_logos">
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</p>
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| | Contact Info |
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|--------------------|----------------------|
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 License

Diff for: docs/chinese.md

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如果您将我们的库用于研究目的,请引用以下参考文献:
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```text
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@misc{scrapegraph-ai,
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author = {Marco Perini, Lorenzo Padoan, Marco Vinciguerra},
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author = {, Lorenzo Padoan, Marco Vinciguerra},
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title = {Scrapegraph-ai},
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year = {2024},
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url = {https://github.com/VinciGit00/Scrapegraph-ai},
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| | Contact Info |
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|--------------------|----------------------|
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 许可证

Diff for: docs/japanese.md

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研究目的で当社のライブラリを使用する場合は、以下の参考文献を引用してください:
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```text
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@misc{scrapegraph-ai,
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author = {Marco Perini, Lorenzo Padoan, Marco Vinciguerra},
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author = {, Lorenzo Padoan, Marco Vinciguerra},
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title = {Scrapegraph-ai},
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year = {2024},
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url = {https://github.com/VinciGit00/Scrapegraph-ai},
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| | 連絡先 |
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|--------------------|----------------------|
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 ライセンス

Diff for: docs/korean.md

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우리의 라이브러리를 연구 목적으로 사용한 경우 다음과 같이 인용해 주세요:
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```text
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@misc{scrapegraph-ai,
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author = {Marco Perini, Lorenzo Padoan, Marco Vinciguerra},
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author = {, Lorenzo Padoan, Marco Vinciguerra},
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title = {Scrapegraph-ai},
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year = {2024},
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url = {https://github.com/VinciGit00/Scrapegraph-ai},
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| | 연락처 |
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|--------------------|---------------|
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 라이선스

Diff for: docs/russian.md

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| | Контактная информация |
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|--------------------|------------------------|
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 Лицензия

Diff for: docs/source/conf.py

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project = "ScrapeGraphAI"
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copyright = "2024, ScrapeGraphAI"
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author = "Marco Vinciguerra, Marco Perini, Lorenzo Padoan"
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author = "Marco Vinciguerra, , Lorenzo Padoan"
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html_last_updated_fmt = "%b %d, %Y"
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Diff for: docs/turkish.md

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```text
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@misc{scrapegraph-ai,
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author = {Marco Perini, Lorenzo Padoan, Marco Vinciguerra},
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author = {, Lorenzo Padoan, Marco Vinciguerra},
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title = {Scrapegraph-ai},
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year = {2024},
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url = {https://github.com/VinciGit00/Scrapegraph-ai},
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| | İletişim Bilgileri |
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| ----------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
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| Marco Vinciguerra | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/marco-vinciguerra-7ba365242/) |
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| Marco Perini | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/perinim/) |
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| Lorenzo Padoan | [![Linkedin Badge](https://img.shields.io/badge/-Linkedin-blue?style=flat&logo=Linkedin&logoColor=white)](https://www.linkedin.com/in/lorenzo-padoan-4521a2154/) |
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## 📜 Lisans

Diff for: examples/ScrapegraphAI_cookbook.ipynb

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"text": [
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"{\n",
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" \"summary\": {\n",
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" \"title\": \"Projects | Marco Perini\",\n",
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" \"title\": \"Projects | \",\n",
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" \"projects\": [\n",
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" {\n",
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" \"title\": \"Rotary Pendulum RL\",\n",

Diff for: examples/document_scraper_graph/ollama/inputs/plain_html_example.txt

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</div>
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</div>
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<footer class="fixed-bottom">
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<div class="container mt-0"> © Copyright 2023 Marco Perini. Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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<div class="container mt-0"> © Copyright 2023 . Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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</footer>
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<div class="hiddendiv common"></div>
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</body>

Diff for: examples/document_scraper_graph/openai/inputs/markdown_example.md

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Marco Perini Toggle navigation
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Toggle navigation
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* About
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* Projects(current)
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Drones Modular drone architecture proposal and proof of concept. The project
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received maximum grade. ](/projects/wireless-esc-drone/)
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© Copyright 2023 Marco Perini. Powered by Jekyll with
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© Copyright 2023 . Powered by Jekyll with
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al-folio theme. Hosted by [GitHub
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Pages](https://pages.github.com/).

Diff for: examples/document_scraper_graph/openai/inputs/plain_html_example.txt

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</div>
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</div>
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<footer class="fixed-bottom">
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<div class="container mt-0"> © Copyright 2023 Marco Perini. Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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<div class="container mt-0"> © Copyright 2023 . Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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</footer>
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<div class="hiddendiv common"></div>
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</body>

Diff for: examples/extras/cond_smartscraper_usage.py

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# *******************************************************
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multiple_search_graph = SmartScraperGraph(
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prompt="Who is Marco Perini?",
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prompt="Who is ?",
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source="https://perinim.github.io/",
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schema=None,
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config=graph_config,

Diff for: examples/smart_scraper_graph/ollama/smart_scraper_lite_ollama.py

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}
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smart_scraper_lite_graph = SmartScraperLiteGraph(
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config=graph_config,
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Diff for: examples/smart_scraper_graph/ollama/smart_scraper_multi_concat_ollama.py

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# *******************************************************
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multiple_search_graph = SmartScraperMultiConcatGraph(
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prompt="Who is ?",
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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Diff for: examples/smart_scraper_graph/ollama/smart_scraper_multi_lite_ollama.py

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# ************************************************
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smart_scraper_multi_lite_graph = SmartScraperMultiLiteGraph(
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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Diff for: examples/smart_scraper_graph/ollama/smart_scraper_multi_ollama.py

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# *******************************************************
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multiple_search_graph = SmartScraperMultiGraph(
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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Diff for: examples/smart_scraper_graph/openai/smart_scraper_lite_openai.py

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}
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Diff for: examples/smart_scraper_graph/openai/smart_scraper_multi_concat_openai.py

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multiple_search_graph = SmartScraperMultiConcatGraph(
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Diff for: examples/smart_scraper_graph/openai/smart_scraper_multi_lite_openai.py

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smart_scraper_multi_lite_graph = SmartScraperMultiLiteGraph(
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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Diff for: examples/smart_scraper_graph/openai/smart_scraper_multi_openai.py

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multiple_search_graph = SmartScraperMultiGraph(
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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Diff for: pyproject.toml

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description = "A web scraping library based on LangChain which uses LLM and direct graph logic to create scraping pipelines."
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authors = [
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{ name = "Marco Vinciguerra", email = "[email protected]" },
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{ name = "Marco Perini", email = "[email protected]" },
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{ name = "Lorenzo Padoan", email = "[email protected]" }
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Diff for: scrapegraphai/graphs/smart_scraper_multi_graph.py

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Example:
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... prompt="Who is ?",
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... "https://perinim.github.io/cv/"

Diff for: scrapegraphai/graphs/smart_scraper_multi_lite_graph.py

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... "https://perinim.github.io/cv/"

Diff for: tests/graphs/inputs/plain_html_example.txt

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</div>
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<footer class="fixed-bottom">
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<div class="container mt-0"> © Copyright 2023 Marco Perini. Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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<div class="container mt-0"> © Copyright 2023 . Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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Diff for: tests/graphs/smart_scraper_multi_lite_graph_openai_test.py

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def test_scraping_pipeline(graph_config):
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"""Start of the scraping pipeline"""
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smart_scraper_multi_lite_graph = SmartScraperMultiLiteGraph(
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prompt="Who is Marco Perini?",
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prompt="Who is ?",
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source=["https://perinim.github.io/", "https://perinim.github.io/cv/"],
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config=graph_config,
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def test_get_execution_info(graph_config):
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smart_scraper_multi_lite_graph = SmartScraperMultiLiteGraph(
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prompt="Who is ?",
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config=graph_config,
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Diff for: tests/inputs/plain_html_example.txt

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</div>
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</div>
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<footer class="fixed-bottom">
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<div class="container mt-0"> © Copyright 2023 Marco Perini. Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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<div class="container mt-0"> © Copyright 2023 . Powered by <a href="https://jekyllrb.com/" target="_blank" rel="external nofollow noopener">Jekyll</a> with <a href="https://github.com/alshedivat/al-folio" rel="external nofollow noopener" target="_blank">al-folio</a> theme. Hosted by <a href="https://pages.github.com/" target="_blank" rel="external nofollow noopener">GitHub Pages</a>. </div>
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<div class="hiddendiv common"></div>
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Diff for: tests/nodes/inputs/plain_html_example.txt

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</div>
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