How To Search Instagram via API Query?

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I would like to build a small 'instant image search' app powered by Instagram photos. This would be like Google Instant where you start typing and results are displayed/updated as you type more letters.

You can see a live demo app powered by Google Images instead. I know this is possible with larger engines (Google, Yahoo!, Bing) but I have no idea if Instagram will allow this. Can anybody familiar with the API offer help on this?

If it's not possible to search via the API that makes sense. I just wanted to check here first since there are so many knowledgeable programmers.

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