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Merge pull request #946 from payala/main
Fix schema option not working
2 parents 6a101e2 + df1645c commit 16de81f

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‎CHANGELOG.md

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## [1.43.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.42.1...v1.43.0) (2025-03-13)
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### Features
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* add intrgration for o3min ([fc0a148](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/fc0a1480174e59e395232af123ad8ce64595e029))
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## [1.42.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.42.0...v1.42.1) (2025-03-12)
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### Bug Fixes
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* add new gpt model ([cff799b](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/cff799b50d60089f175649eec00da1c5dceeed95))
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## [1.42.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.41.0...v1.42.0) (2025-03-10)
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### Features
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* update terms ([ff7b33b](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/ff7b33b376720c81984142f2783f2e8729b5a525))
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## [1.41.0](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.40.1...v1.41.0) (2025-03-09)
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### Features
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* add CLoD integration ([4e0e785](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/4e0e78582c3a75e64c5eba26ce40b5ffbf05d58e))
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### Test
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* Add coverage improvement test for tests/test_generate_answer_node.py ([6769c0d](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/6769c0d43ab72f1c8b520dd28d19f747b22f9b7c))
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* Add coverage improvement test for tests/test_models_tokens.py ([b21e781](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/b21e781ce340c7fa2c5a99a28b7c23e06e950f1e))
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* Update coverage improvement test for tests/graphs/abstract_graph_test.py ([f296ac4](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/f296ac4d5088a74d4f50e7262631f202a68b152c))
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### CI
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* **release:** 1.41.0-beta.1 [skip ci] ([7bfe494](https://github.com/ScrapeGraphAI/Scrapegraph-ai/commit/7bfe494237279d73cefe4161a0b8e95491329ccb))
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## [1.41.0-beta.1](https://github.com/ScrapeGraphAI/Scrapegraph-ai/compare/v1.40.1...v1.41.0-beta.1) (2025-03-07)
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‎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

‎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

‎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

‎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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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

‎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

‎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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‎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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| | 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

‎examples/ScrapegraphAI_cookbook.ipynb

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"text": [
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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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" \"title\": \"Rotary Pendulum RL\",\n",

‎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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‎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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‎examples/document_scraper_graph/openai/inputs/plain_html_example.txt

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</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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‎examples/extras/cond_smartscraper_usage.py

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‎examples/smart_scraper_graph/ollama/smart_scraper_lite_ollama.py

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smart_scraper_lite_graph = SmartScraperLiteGraph(
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‎examples/smart_scraper_graph/ollama/smart_scraper_multi_concat_ollama.py

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‎examples/smart_scraper_graph/ollama/smart_scraper_multi_lite_ollama.py

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‎examples/smart_scraper_graph/ollama/smart_scraper_multi_ollama.py

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‎examples/smart_scraper_graph/openai/smart_scraper_lite_openai.py

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‎examples/smart_scraper_graph/openai/smart_scraper_multi_concat_openai.py

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‎examples/smart_scraper_graph/openai/smart_scraper_multi_lite_openai.py

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‎examples/smart_scraper_graph/openai/smart_scraper_multi_openai.py

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‎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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‎scrapegraphai/graphs/abstract_graph.py

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‎scrapegraphai/graphs/smart_scraper_multi_graph.py

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Example:
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>>> smart_scraper_multi_graph = SmartScraperMultiGraph(
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... prompt="Who is Marco Perini?",
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... prompt="Who is ?",
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... source= [
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... "https://perinim.github.io/",
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... "https://perinim.github.io/cv/"

‎scrapegraphai/graphs/smart_scraper_multi_lite_graph.py

+1-1
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@@ -38,7 +38,7 @@ class SmartScraperMultiLiteGraph(AbstractGraph):
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Example:
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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= [
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... "https://perinim.github.io/",
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... "https://perinim.github.io/cv/"

‎scrapegraphai/helpers/models_tokens.py

+3
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@@ -23,8 +23,11 @@
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"gpt-4o-2024-08-06": 128000,
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"gpt-4o-2024-05-13": 128000,
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"gpt-4o-mini": 128000,
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"gpt-4.5": 128000,
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"gpt-4.5-preview": 128000,
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"o1-preview": 128000,
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"o1-mini": 128000,
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"o3-mini": 200000,
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},
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"azure_openai": {
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"gpt-3.5-turbo-0125": 16385,

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