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feat: add Gemini URL context fallback for failed scrapings#40

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gemini-url-fallback-15663242251729378268
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feat: add Gemini URL context fallback for failed scrapings#40
google-labs-jules[bot] wants to merge 1 commit into
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gemini-url-fallback-15663242251729378268

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This change introduces a fallback mechanism in the URL processing pipeline. When scrape_article fails to extract content from a URL, the system now checks if the selected model is a Gemini model. If so, it attempts to bypass the local extraction failure by passing the URL directly to the LLM via the Google Search/URL Context tool. A dummy ArticleContent object is created with specific instructions for the LLM to read the URL. For non-Gemini models, the behavior remains unchanged (reporting the extraction error to the user).


PR created automatically by Jules for task 15663242251729378268 started by @Duccioo

- Modified `process_url` to detect Gemini models when local scraping fails.
- Implemented a fallback mechanism that creates a dummy ArticleContent and forces Google Search/URL Context tools.
- Ensured non-Gemini models retain standard error behavior.
- Added explicit instruction text to the fallback payload to guide the LLM.
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