{ "cells": [ { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "!pip install transformers pinecone-client tqdm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dataset used is the [Unsplash Lite dataset](https://github.com/unsplash/datasets)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | photo_id | \n", "photo_url | \n", "photo_image_url | \n", "photo_submitted_at | \n", "photo_featured | \n", "photo_width | \n", "photo_height | \n", "photo_aspect_ratio | \n", "photo_description | \n", "photographer_username | \n", "... | \n", "photo_location_country | \n", "photo_location_city | \n", "stats_views | \n", "stats_downloads | \n", "ai_description | \n", "ai_primary_landmark_name | \n", "ai_primary_landmark_latitude | \n", "ai_primary_landmark_longitude | \n", "ai_primary_landmark_confidence | \n", "blur_hash | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "XMyPniM9LF0 | \n", "https://unsplash.com/photos/XMyPniM9LF0 | \n", "https://images.unsplash.com/uploads/1411949294... | \n", "2014-09-29 00:08:38.594364 | \n", "t | \n", "4272 | \n", "2848 | \n", "1.50 | \n", "Woman exploring a forest | \n", "michellespencer77 | \n", "... | \n", "NaN | \n", "NaN | \n", "2375421 | \n", "6967 | \n", "woman walking in the middle of forest | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "L56bVcRRIWMh.gVunlS4SMbsRRxr | \n", "
1 | \n", "rDLBArZUl1c | \n", "https://unsplash.com/photos/rDLBArZUl1c | \n", "https://images.unsplash.com/photo-141633941111... | \n", "2014-11-18 19:36:57.08945 | \n", "t | \n", "3000 | \n", "4000 | \n", "0.75 | \n", "Succulents in a terrarium | \n", "ugmonk | \n", "... | \n", "NaN | \n", "NaN | \n", "13784815 | \n", "82141 | \n", "succulent plants in clear glass terrarium | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "LvI$4txu%2s:_4t6WUj]xat7RPoe | \n", "
2 | \n", "cNDGZ2sQ3Bo | \n", "https://unsplash.com/photos/cNDGZ2sQ3Bo | \n", "https://images.unsplash.com/photo-142014251503... | \n", "2015-01-01 20:02:02.097036 | \n", "t | \n", "2564 | \n", "1710 | \n", "1.50 | \n", "Rural winter mountainside | \n", "johnprice | \n", "... | \n", "NaN | \n", "NaN | \n", "1302461 | \n", "3428 | \n", "rocky mountain under gray sky at daytime | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "LhMj%NxvM{t7_4t7aeoM%2M{ozj[ | \n", "
3 | \n", "iuZ_D1eoq9k | \n", "https://unsplash.com/photos/iuZ_D1eoq9k | \n", "https://images.unsplash.com/photo-141487280988... | \n", "2014-11-01 20:15:13.410073 | \n", "t | \n", "2912 | \n", "4368 | \n", "0.67 | \n", "Poppy seeds and flowers | \n", "krisatomic | \n", "... | \n", "NaN | \n", "NaN | \n", "2890238 | \n", "33704 | \n", "red common poppy flower selective focus phography | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "LSC7DirZAsX7}Br@GEWWmnoLWCnj | \n", "
4 | \n", "BeD3vjQ8SI0 | \n", "https://unsplash.com/photos/BeD3vjQ8SI0 | \n", "https://images.unsplash.com/photo-141700759404... | \n", "2014-11-26 13:13:50.134383 | \n", "t | \n", "4896 | \n", "3264 | \n", "1.50 | \n", "Silhouette near dark trees | \n", "jonaseriksson | \n", "... | \n", "NaN | \n", "NaN | \n", "8704860 | \n", "49662 | \n", "trees during night time | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "L25|_:V@0hxtI=W;odae0ht6=^NG | \n", "
5 rows × 31 columns
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