On Twitter you can upload photos to accompany your tweets. A hybrid approach would be to correlate the features extracted from the image with the text of the tweet. Using this approach you could build an image search engine that could take both contextual hints along with a Search by Example strategy.
build your own search engine: python programming series
Download File: https://ssurll.com/2vHFRp
Based on our experience providing technical mentorship for many semantic understanding projects, we wanted to write a tutorial on how you would go about building your own representations, both for image and text data, and efficiently do similarity search. By the end of this post, you should be able to build a quick semantic search model from scratch, no matter the size of your dataset.
if(typeof ez_ad_units != 'undefined')ez_ad_units.push([[970,90],'thepythoncode_com-banner-1','ezslot_12',110,'0','0']);__ez_fad_position('div-gpt-ad-thepythoncode_com-banner-1-0');We will do a simple search query, "python" for demonstration purposes. Let's build the API URL we'll request:
if(typeof ez_ad_units != 'undefined')ez_ad_units.push([[970,90],'thepythoncode_com-large-leaderboard-2','ezslot_14',111,'0','0']);__ez_fad_position('div-gpt-ad-thepythoncode_com-large-leaderboard-2-0');That's awesome, I have snipped the output to only three search results, but it will print ten results in your case.
if(typeof ez_ad_units != 'undefined')ez_ad_units.push([[300,250],'thepythoncode_com-leader-1','ezslot_15',112,'0','0']);__ez_fad_position('div-gpt-ad-thepythoncode_com-leader-1-0');Now you can integrate searching techniques into your applications, and I hope this tutorial was helpful and easy to follow. If you like it, please don't hesitate to share it!
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To help you build the best solution as quickly and with as little friction as possible, Algolia offers a family of UI/UX libraries called InstantSearch. InstantSearch offers a full set of UI components that you can use on any web, mobile, or voice application. In minutes, you get a fully functional search UI. You can use the InstantSearch widgets out-of-the-box, or fully customize them to match your needs. 2ff7e9595c
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