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You’ll also need an API key for a search provider. The example uses (Azure Cognitive Services) because it’s straightforward and returns a clean JSON payload. Replace YOUR_BING_API_KEY with your real key.

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| Desired enhancement | Quick tip / code snippet | |----------------------|--------------------------| | (Google, DuckDuckGo, SerpAPI) | Wrap each provider in its own function, merge the results, dedupe by URL. | | Cache results (avoid repeated API calls) | Use functools.lru_cache or a tiny SQLite table keyed by query. | | GUI / Web UI | Flask/Django + a tiny HTML form that calls search_pdfs and renders results in a table. | | Download helper (legal PDFs only) | After user clicks a result, use requests.get(url) with a proper User‑Agent and stream to disk. Add a disclaimer that the user must verify they have the right to download. | | Logging & monitoring | Write each request/response to a log file; monitor API quota usage. | | Unit tests | Mock the Bing API with responses library, assert that only whitelisted domains survive. | wherever you are maya banks pdf download