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Copy file name to clipboardExpand all lines: README.md
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-[Asynchronous searches](./demo/demo_async.rb) for submitting non-blocking jobs and retrieving completed results from the Search Archive API.
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-[Persistent connections and connection pooling](./demo/demo_thread_pool.rb) for reusing HTTP connections across searches.
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- Search results as Ruby hashes with `search`, token-efficient Markdown with `md`, or raw search-engine HTML with `html`.
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- SDK methods for the [Location API](https://serpapi.com/locations-api), [Search Archive API](https://serpapi.com/search-archive-api), and [Account API](https://serpapi.com/account-api).
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- SDK methods for the [Image API](https://serpapi.com/image-api), [Location API](https://serpapi.com/locations-api), [Search Archive API](https://serpapi.com/search-archive-api), and [Account API](https://serpapi.com/account-api).
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- Configurable HTTP timeouts and symbolized or string JSON keys.
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## Response formats
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A [light variant](https://serpapi.com/google-images-light-api) engine called `google_images_light` is also available for faster, lower-cost image searches.
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### Google Lens with File Upload
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Upload an image with the Image API, then use its image ID in a Google Lens search. Uploaded image IDs expire after 10 minutes.
Copy file name to clipboardExpand all lines: README.md.erb
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- [Asynchronous searches](./demo/demo_async.rb) for submitting non-blocking jobs and retrieving completed results from the Search Archive API.
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- [Persistent connections and connection pooling](./demo/demo_thread_pool.rb) for reusing HTTP connections across searches.
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- Search results as Ruby hashes with `search`, token-efficient Markdown with `md`, or raw search-engine HTML with `html`.
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- SDK methods for the [Location API](https://serpapi.com/locations-api), [Search Archive API](https://serpapi.com/search-archive-api), and [Account API](https://serpapi.com/account-api).
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- SDK methods for the [Image API](https://serpapi.com/image-api), [Location API](https://serpapi.com/locations-api), [Search Archive API](https://serpapi.com/search-archive-api), and [Account API](https://serpapi.com/account-api).
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- Configurable HTTP timeouts and symbolized or string JSON keys.
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## Response formats
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A [light variant](https://serpapi.com/google-images-light-api) engine called `google_images_light` is also available for faster, lower-cost image searches.
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### Google Lens with File Upload
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Upload an image with the Image API, then use its image ID in a Google Lens search. Uploaded image IDs expire after 10 minutes.
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