#Reproducing Google's "AI Overview" in Gemini

1 messages · Page 1 of 1 (latest)

tired venture
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Hi all, I have a question pertaining to the thread name. I would like to use Gemini 1.5 Pro to essentially give me an answer similar to that produced when the same query is passed manually into Google Search. I tested this using a scientific question, and the AI overview from a manual search gave the correct answer, while the API gave me the wrong answer. Is there a way to obtain this AI overview either through Gemini's 1.5 Pro or another API method?

low patio
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Did you use the Google Search Retrieval tool?

tired venture
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Anyhoo I’ll look into this tmrw morning. Thanks for the tip!

low patio
tired venture
# low patio Yes, it is available in the Gemini API. See https://ai.google.dev/gemini-api/doc...

Thanks for introducing me to Grounding. This seems like it should be exactly what I'm looking for. I used their code snippet in Co-Lab but I get TooManyRequests: 429 POST https://generativelanguage.googleapis.com/v1beta/models/gemini-1.5-pro-002:generateContent?%24alt=json%3Benum-encoding%3Dint: Resource has been exhausted (e.g. check quota). as an error. Interestingly, if I simply omit the tools='google_search_retrieval' argument, thus performing a standard prompt request withing Grounding, it works fine.

low patio
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Are you using a free API Key or one attached to a billing account?

tired venture
low patio
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Search grounding under 1.5 may require a paid key.
Under 2.0 it may be free for now.

tired venture
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Thanks for these tips. All very helpful

low patio
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Glad they've helped!

tired venture
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I’m a bit hesitant to scale up on this. I plan to run about 8k requests of this nature. Waiting on the bill account overview to update so that I can see how much an individual search costs 😅