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On-device Vector Database for Mobile, IoT, and Embedded Devices

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et_pb_button_0_tb_header_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_0_tb_header et_pb_bg_layout_dark" href="https://github.com/objectbox/" target="_blank" data-icon="&#xf09b;">45.8k</a> </div><div class="et_pb_button_module_wrapper et_pb_button_1_tb_header_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_1_tb_header et_pb_bg_layout_dark" href="https://objectbox.io/offline-first-mobile-database/">Get started</a> </div> </div> </div> </div> </div> </header> <div id="et-main-area"> <div id="main-content"> <article id="post-257334" class="post-257334 page type-page status-publish has-post-thumbnail hentry"> <div class="entry-content"> <div class="et-l et-l--post"> <div class="et_builder_inner_content et_pb_gutters3"> <div class="et_pb_section et_pb_section_0 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_0 et_pb_gutters1"> <div class="et_pb_column et_pb_column_1_5 et_pb_column_0 et_pb_css_mix_blend_mode_passthrough et_pb_column_empty"> </div><div class="et_pb_column et_pb_column_3_5 et_pb_column_1 inline-buttons align-center et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_heading_container et_pb_module et_pb_heading et_pb_heading_0 et_pb_text_align_ et_pb_bg_layout_"> <h1 class="et_pb_module_heading">ObjectBox for on-device Artificial Intelligence</h1> </div><div class="et_pb_module et_pb_text et_pb_text_0 et_pb_text_align_center et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: center;"><span>Craft data-driven AI apps that work anywhere, anytime &#8211; locally, on-premise, offline as well as online. For apps that run 100% cloud-optional on a wide variety of devices from phones and IoT gadgets to controllers, medical devices, PoS terminals, and any cloud.</span></p></div> </div><div class="et_pb_button_module_wrapper et_pb_button_0_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_0 et_pb_bg_layout_dark" href="https://objectbox.io/offline-first-mobile-database/">Try ObjectBox for free</a> </div><div class="et_pb_button_module_wrapper et_pb_button_1_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_1 et_pb_bg_layout_dark" href="https://objectbox.io/contact-us/">Schedule a demo</a> </div> </div><div class="et_pb_column et_pb_column_1_5 et_pb_column_2 et_pb_css_mix_blend_mode_passthrough et-last-child et_pb_column_empty"> </div> </div> </div><div class="et_pb_section et_pb_section_1 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_1 et_pb_equal_columns et_pb_gutters2"> <div class="et_pb_column et_pb_column_1_4 et_pb_column_3 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_image et_pb_image_0"> <span class="et_pb_image_wrap "><img decoding="async" width="423" height="833" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/mobile-on-device-edge-AI-vector-database.png" alt="mobile-on-device-edge-AI-vector-database" title="mobile-on-device-edge-AI-vector-database" class="wp-image-258058" /></span> </div> </div><div class="et_pb_column et_pb_column_1_4 et_pb_column_4 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_with_border et_pb_module et_pb_blurb et_pb_blurb_0 et_pb_text_align_left et_pb_blurb_position_top et_pb_bg_layout_dark"> <div class="et_pb_blurb_content"> <div class="et_pb_blurb_container"> <h4 class="et_pb_module_header"><span>For AI apps anytime & anyplace</span></h4> <div class="et_pb_blurb_description"><p>Offline-first, works without internet</p> <p>✔ On-premise, on-device<br />✔ No cloud dependency<br />✔ Uninterrupted experiences</p></div> </div> </div> </div> </div><div class="et_pb_column et_pb_column_1_4 et_pb_column_5 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_with_border et_pb_module et_pb_blurb et_pb_blurb_1 et_pb_text_align_left et_pb_blurb_position_top et_pb_bg_layout_dark"> <div class="et_pb_blurb_content"> <div class="et_pb_blurb_container"> <h4 class="et_pb_module_header"><span>Keep your AI app in sync</span></h4> <div class="et_pb_blurb_description"><p>Out-of-the-box seamless synchronization</p> <p>✔ Sync on the edge &amp; to the cloud<br />✔ Host Data Sync on any device<br />✔ 100% transactionally safe</p></div> </div> </div> </div> </div><div class="et_pb_column et_pb_column_1_4 et_pb_column_6 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_with_border et_pb_module et_pb_blurb et_pb_blurb_2 et_clickable et_pb_text_align_left et_pb_blurb_position_top et_pb_bg_layout_dark"> <div class="et_pb_blurb_content"> <div class="et_pb_blurb_container"> <h4 class="et_pb_module_header"><a href="http://grummel">So fast, you forget it's tech</a></h4> <div class="et_pb_blurb_description"><p>Efficient resource-use for more speed</p> <p>✔ Mobile phones, IoT, wearables<br />✔ The kind of fast your customers feel<br />✔ Ultrafast on constrained devices</p></div> </div> </div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_2 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_2"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_7 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_heading_container et_pb_module et_pb_heading et_pb_heading_1 et_pb_text_align_ et_pb_bg_layout_"> <h1 class="et_pb_module_heading">On-device Vector Search for Embedded, Mobile & IoT devices</h1> </div> </div> </div> </div><div class="et_pb_section et_pb_section_3 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_3"> <div class="et_pb_with_border et_pb_column_3_5 et_pb_column et_pb_column_8 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_tabs et_pb_tabs_0 " > <ul class="et_pb_tabs_controls clearfix"> <li class="et_pb_tab_0 et_pb_tab_active"><a href="#">LangChain</a></li><li class="et_pb_tab_1"><a href="#">Python</a></li><li class="et_pb_tab_2"><a href="#">Flutter / Dart</a></li> </ul> <div class="et_pb_all_tabs"> <div class="et_pb_tab et_pb_tab_0 clearfix et_pb_active_content"> <div class="et_pb_tab_content"><!-- Urvanov Syntax Highlighter v2.8.34 --> <div id="urvanov-syntax-highlighter-674243d696f22150240786" class="urvanov-syntax-highlighter-syntax crayon-theme-objectbox-dark urvanov-syntax-highlighter-font-monospace urvanov-syntax-highlighter-os-pc print-yes notranslate" data-settings=" no-popup minimize scroll-always" style=" font-size: 15px !important; line-height: 18px !important;"> <div class="urvanov-syntax-highlighter-plain-wrap"></div> <div class="urvanov-syntax-highlighter-main" style=""> <table class="crayon-table"> <tr class="urvanov-syntax-highlighter-row"> <td class="crayon-nums " data-settings="hide"> <div class="urvanov-syntax-highlighter-nums-content" style="font-size: 15px !important; line-height: 18px !important;"><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-1">1</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-2">2</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-3">3</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-4">4</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-5">5</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-6">6</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-7">7</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f22150240786-8">8</div></div> </td> <td class="urvanov-syntax-highlighter-code"><div class="crayon-pre" style="font-size: 15px !important; line-height: 18px !important; -moz-tab-size:4; -o-tab-size:4; -webkit-tab-size:4; tab-size:4;"><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-1"><span class="crayon-v">objectbox</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-e">ObjectBox</span><span class="crayon-sy">(</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-2"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">embedding</span><span class="crayon-o">=</span><span class="crayon-e">HuggingFaceEmbeddings</span><span class="crayon-sy">(</span><span class="crayon-sy">)</span><span class="crayon-sy">,</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-3"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">embedding_dimensions</span><span class="crayon-o">=</span><span class="crayon-cn">768</span><span class="crayon-sy">,</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-4"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">distance_type</span><span class="crayon-o">=</span><span class="crayon-v">VectorDistanceType</span><span class="crayon-sy">.</span><span class="crayon-v">EUCLIDEAN</span><span class="crayon-sy">,</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-5"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">db_directory</span><span class="crayon-o">=</span><span class="crayon-s">"obx-db"</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-6"><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-7"><span class="crayon-v">result</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-v">objectbox</span><span class="crayon-sy">.</span><span class="crayon-e">similarity_search</span><span class="crayon-sy">(</span><span class="crayon-s">"What is ObjectBox?"</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">k</span><span class="crayon-o">=</span><span class="crayon-cn">1</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f22150240786-8"><span class="crayon-k ">print</span><span class="crayon-sy">(</span><span class="crayon-v">result</span><span class="crayon-sy">)</span></div></div></td> </tr> </table> </div> </div> <!-- [Format Time: 0.0020 seconds] --> </div> </div><div class="et_pb_tab et_pb_tab_1 clearfix"> <div class="et_pb_tab_content"><!-- Urvanov Syntax Highlighter v2.8.34 --> <div id="urvanov-syntax-highlighter-674243d696f2f549161741" class="urvanov-syntax-highlighter-syntax crayon-theme-objectbox-dark urvanov-syntax-highlighter-font-monospace urvanov-syntax-highlighter-os-pc print-yes notranslate" data-settings=" no-popup minimize scroll-always" style=" font-size: 15px !important; line-height: 18px !important;"> <div class="urvanov-syntax-highlighter-plain-wrap"></div> <div class="urvanov-syntax-highlighter-main" style=""> <table class="crayon-table"> <tr class="urvanov-syntax-highlighter-row"> <td class="crayon-nums " data-settings="hide"> <div class="urvanov-syntax-highlighter-nums-content" style="font-size: 15px !important; line-height: 18px !important;"><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-1">1</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-2">2</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-3">3</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-4">4</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-5">5</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-6">6</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-7">7</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-8">8</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-9">9</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-10">10</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-11">11</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-12">12</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-13">13</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-14">14</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-15">15</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-16">16</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-17">17</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f2f549161741-18">18</div></div> </td> <td class="urvanov-syntax-highlighter-code"><div class="crayon-pre" style="font-size: 15px !important; line-height: 18px !important; -moz-tab-size:4; -o-tab-size:4; -webkit-tab-size:4; tab-size:4;"><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-1"><span class="crayon-sy">@</span><span class="crayon-e">Entity</span><span class="crayon-sy">(</span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">1</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">101</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-2"><span class="crayon-p"># Note: id, uid, and model setup are only required in the alpha version.</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-3"><span class="crayon-p">#&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; The final version will handle this automatically!</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-4"><span class="crayon-t">class</span><span class="crayon-h"> </span><span class="crayon-v">Document</span><span class="crayon-o">:</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-5"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">id</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-e">Id</span><span class="crayon-sy">(</span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">1</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1001</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-6"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">title</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-v">str</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-t">string</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">2</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1002</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-7"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">content</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-v">str</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-t">string</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">3</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1003</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-8"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">author</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-v">str</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-t">string</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">4</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1004</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-9"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">year</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-t">int</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-t">int</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">5</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1005</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-10"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;</span><span class="crayon-v">embedding</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-v">list</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-v">floatVector</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">6</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">1006</span><span class="crayon-sy">,</span><span class="crayon-h"> </span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-11"><span class="crayon-h">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </span><span class="crayon-v">index</span><span class="crayon-o">=</span><span class="crayon-e">HnswIndex</span><span class="crayon-sy">(</span><span class="crayon-v">id</span><span class="crayon-o">=</span><span class="crayon-cn">1</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">uid</span><span class="crayon-o">=</span><span class="crayon-cn">10001</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">dimensions</span><span class="crayon-o">=</span><span class="crayon-cn">1024</span><span class="crayon-sy">)</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-12">&nbsp;</div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-13"><span class="crayon-v">model</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-e">Model</span><span class="crayon-sy">(</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-14"><span class="crayon-v">model</span><span class="crayon-sy">.</span><span class="crayon-e">entity</span><span class="crayon-sy">(</span><span class="crayon-v">Document</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">last_property_id</span><span class="crayon-o">=</span><span class="crayon-e">IdUid</span><span class="crayon-sy">(</span><span class="crayon-cn">6</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-cn">1006</span><span class="crayon-sy">)</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-15"><span class="crayon-v">model</span><span class="crayon-sy">.</span><span class="crayon-v">last_entity_id</span><span class="crayon-o">=</span><span class="crayon-e">IdUid</span><span class="crayon-sy">(</span><span class="crayon-cn">1</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-cn">101</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-16"><span class="crayon-v">model</span><span class="crayon-sy">.</span><span class="crayon-v">last_index_id</span><span class="crayon-o">=</span><span class="crayon-e">IdUid</span><span class="crayon-sy">(</span><span class="crayon-cn">1</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-cn">10001</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-17">&nbsp;</div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f2f549161741-18"><span class="crayon-v">store</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-e">Store</span><span class="crayon-sy">(</span><span class="crayon-v">model</span><span class="crayon-o">=</span><span class="crayon-v">model</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-v">directory</span><span class="crayon-o">=</span><span class="crayon-s">"obx-db"</span><span class="crayon-sy">)</span></div></div></td> </tr> </table> </div> </div> <!-- [Format Time: 0.0008 seconds] --> </div> </div><div class="et_pb_tab et_pb_tab_2 clearfix"> <div class="et_pb_tab_content"><!-- Urvanov Syntax Highlighter v2.8.34 --> <div id="urvanov-syntax-highlighter-674243d696f32979907431" class="urvanov-syntax-highlighter-syntax crayon-theme-objectbox-dark urvanov-syntax-highlighter-font-monospace urvanov-syntax-highlighter-os-pc print-yes notranslate" data-settings=" no-popup minimize scroll-always" style=" font-size: 15px !important; line-height: 18px !important;"> <div class="urvanov-syntax-highlighter-plain-wrap"></div> <div class="urvanov-syntax-highlighter-main" style=""> <table class="crayon-table"> <tr class="urvanov-syntax-highlighter-row"> <td class="crayon-nums " data-settings="hide"> <div class="urvanov-syntax-highlighter-nums-content" style="font-size: 15px !important; line-height: 18px !important;"><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-1">1</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-2">2</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-3">3</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-4">4</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-5">5</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-6">6</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-7">7</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-8">8</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-9">9</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-10">10</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-11">11</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-12">12</div><div class="crayon-num" data-line="urvanov-syntax-highlighter-674243d696f32979907431-13">13</div></div> </td> <td class="urvanov-syntax-highlighter-code"><div class="crayon-pre" style="font-size: 15px !important; line-height: 18px !important; -moz-tab-size:4; -o-tab-size:4; -webkit-tab-size:4; tab-size:4;"><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-1"><span class="crayon-sy">@</span><span class="crayon-e">Entity</span><span class="crayon-sy">(</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-2"><span class="crayon-t">class</span><span class="crayon-h"> </span><span class="crayon-e">City</span><span class="crayon-h"> </span><span class="crayon-sy">{</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-3"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-sy">@</span><span class="crayon-e">Id</span><span class="crayon-sy">(</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-4"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-t">int</span><span class="crayon-h"> </span><span class="crayon-v">id</span><span class="crayon-h"> </span><span class="crayon-o">=</span><span class="crayon-h"> </span><span class="crayon-cn">0</span><span class="crayon-sy">;</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-5">&nbsp;</div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-6"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-t">String</span><span class="crayon-sy">?</span><span class="crayon-h"> </span><span class="crayon-v">name</span><span class="crayon-sy">;</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-7">&nbsp;</div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-8"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-sy">@</span><span class="crayon-e">HnswIndex</span><span class="crayon-sy">(</span><span class="crayon-v">dimensions</span><span class="crayon-o">:</span><span class="crayon-h"> </span><span class="crayon-cn">2</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-9"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-sy">@</span><span class="crayon-m">Property</span><span class="crayon-sy">(</span><span class="crayon-v">type</span><span class="crayon-o">:</span><span class="crayon-h"> </span><span class="crayon-v">PropertyType</span><span class="crayon-sy">.</span><span class="crayon-v">floatVector</span><span class="crayon-sy">)</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-10"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-v">List</span><span class="crayon-o">&lt;</span><span class="crayon-t">double</span><span class="crayon-o">&gt;</span><span class="crayon-sy">?</span><span class="crayon-h"> </span><span class="crayon-v">location</span><span class="crayon-sy">;</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-11"><span class="crayon-h">&nbsp;&nbsp;</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-12"><span class="crayon-h">&nbsp;&nbsp;</span><span class="crayon-e">City</span><span class="crayon-sy">(</span><span class="crayon-r">this</span><span class="crayon-sy">.</span><span class="crayon-v">name</span><span class="crayon-sy">,</span><span class="crayon-h"> </span><span class="crayon-r">this</span><span class="crayon-sy">.</span><span class="crayon-v">location</span><span class="crayon-sy">)</span><span class="crayon-sy">;</span></div><div class="crayon-line" id="urvanov-syntax-highlighter-674243d696f32979907431-13"><span class="crayon-sy">}</span></div></div></td> </tr> </table> </div> </div> <!-- [Format Time: 0.0003 seconds] --> </div> </div> </div> </div><div class="et_pb_module et_pb_text et_pb_text_1 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: center;"><strong>A few lines of code speak louder than a thousand words</strong></p></div> </div> </div><div class="et_pb_column et_pb_column_2_5 et_pb_column_9 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_heading_container et_pb_module et_pb_heading et_pb_heading_2 et_pb_text_align_ et_pb_bg_layout_"> <h1 class="et_pb_module_heading" data-et-multi-view="{&quot;schema&quot;:{&quot;content&quot;:{&quot;desktop&quot;:&quot;Easily get started within seconds&quot;,&quot;phone&quot;:&quot;Get started within seconds&quot;}},&quot;slug&quot;:&quot;et_pb_heading&quot;}" data-et-multi-view-load-phone-hidden="true">Easily get started within seconds</h1> </div><div class="et_pb_module et_pb_text et_pb_text_2 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><span>With just a few lines of code, start using vector search to find the relevant data for RAG, detection, search, recommendation or any other AI-supported task; no cloud needed</span></p> <p><span></span></p> <p><span>Enjoy the speed while you scale while we take care that you can launch and expand your applications with minimal work</span></p></div> </div><div class="et_pb_module et_pb_text et_pb_text_3 et_pb_text_align_left et_pb_bg_layout_light"> </div><div class="et_pb_module et_pb_text et_pb_text_4 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p>Works on any POSIX system, e.g.</p> <p style="text-align: justify; padding-left: 40px;"><img decoding="async" width="45" pattern="" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/apple-grey.svg" onmouseover="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/apple-color.svg'" onmouseout="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/apple-grey.svg'" border="0" alt="" /><img decoding="async" width="45" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/android-grey.svg" onmouseover="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/android-color.svg'" onmouseout="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/android-grey.svg'" border="0" alt="" /> <img decoding="async" width="45" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/windows-grey.svg" onmouseover="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/windows-color.svg'" onmouseout="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/windows-grey.svg'" border="0" alt="" /> <img decoding="async" width="45" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/linux-grey.svg" onmouseover="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/linux-color.svg'" onmouseout="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/linux-grey.svg'" border="0" alt="" /> <img decoding="async" width="45" src="https://objectbox.io/wordpress/wp-content/uploads/2024/05/rasberry-grey.svg" onmouseover="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/rasberry-color.svg'" onmouseout="this.src='https://objectbox.io/wordpress/wp-content/uploads/2024/05/rasberry-grey.svg'" border="0" alt="" /></p></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_4 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_4"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_10 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_heading_container et_pb_module et_pb_heading et_pb_heading_3 et_pb_text_align_ et_pb_bg_layout_"> <h1 class="et_pb_module_heading">Tech Highlights</h1> </div> </div> </div><div class="et_pb_row et_pb_row_5"> <div class="et_pb_column et_pb_column_1_3 et_pb_column_11 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_5 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/snap.png" width="38" height="38" alt="snap" class="wp-image-259392 alignnone size-full" /> Advanced ANN Search Algorithm</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_6 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p>Our Hierarchical Navigable Small World (HNSW) algorithm delivers industry-leading performance and scalability for precise and fast responses.</p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_12 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_7 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/jigsaw.png" width="38" height="38" alt="jigsaw" class="wp-image-259391 alignnone size-full" /> Enhance your AI with your data</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_8 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: left;"><span>Ground your AI app in your data using Retrieval Augmented Generation (RAG) for personalized, enhanced, and up-to-date LLM responses.</span></p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_13 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_9 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/search-database.png" width="38" height="38" alt="search-database" class="wp-image-259381 alignnone size-full" /> Superfast Semantic &amp; Hybrid Search</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_10 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: left;">Combine vector searches with other query conditions, creating a flexible and powerful search capability that includes non-vector data and can link to several objects.</p></div> </div> </div> </div><div class="et_pb_row et_pb_row_6"> <div class="et_pb_column et_pb_column_1_3 et_pb_column_14 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_11 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/speed-2.png" width="38" height="38" alt="speed" class="wp-image-259387 alignnone size-full" /> Fast &amp; Lightweight</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_12 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><span style="font-weight: 400;">Because no one likes waiting. 10X faster than any alternative paired with an incredebly lightweight footprint.</span></p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_15 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_13 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/phone-tablet.png" width="38" height="38" alt="phone-tablet" class="wp-image-259390 alignnone size-full" /> Disk-Based &amp; RAM Caching Speed</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_14 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p>ObjectBox runs efficiently on constrained devices, bringing robust performance to widely accessible hardware.</p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_16 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_15 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/sustainability-1.png" width="38" height="38" alt="sustainability" class="wp-image-259383 alignnone size-full" /> Sustainable</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_16 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: left;">Due to its efficiency, ObjectBox reduces resource-use (CPU, memory, energy…) and therefore CO2, time, and money waste.</p></div> </div> </div> </div><div class="et_pb_row et_pb_row_7"> <div class="et_pb_column et_pb_column_1_3 et_pb_column_17 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_17 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/no-connection-1.png" width="38" height="38" alt="no-connection" class="wp-image-259384 alignnone size-full" /> Offline-first</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_18 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><span style="font-weight: 400;">For the low-latency </span><span style="font-weight: 400;">&#8220;always-on&#8221; experience. Develop applications that work on- and offline, unburdened by the need for a constant Internet connection.</span></p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_18 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_19 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/dev-ai.png" width="38" height="38" alt="dev-ai" class="wp-image-259385 alignnone size-full" /> Data Control</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_20 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p>Self-host, deploy locally, or run on-premise &#8211; ensure data sovereignty, compliance, and seamless performance even in low-connectivity environments.</p></div> </div> </div><div class="et_pb_column et_pb_column_1_3 et_pb_column_19 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_21 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><img decoding="async" src="https://objectbox.io/wordpress/wp-content/uploads/2024/08/fast-sync.png" width="38" height="38" alt="fast-sync" class="wp-image-259382 alignnone size-full" /> Data Sync</p></div> </div><div class="et_pb_module et_pb_text et_pb_text_22 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p><span style="font-weight: 400;">Never miss a beat. Our offline Data Sync keeps data flowing seamlessly across devices on the edge of the network and to the cloud. 100% cloud optional.</span></p></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_5 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_8 inline-buttons align-center"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_20 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_button_module_wrapper et_pb_button_2_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_2 et_pb_bg_layout_dark" href="https://objectbox.io/offline-first-mobile-database/">Try ObjectBox for free</a> </div><div class="et_pb_button_module_wrapper et_pb_button_3_wrapper et_pb_button_alignment_center et_pb_module "> <a class="et_pb_button et_pb_button_3 et_pb_bg_layout_dark" href="https://objectbox.io/contact-us/">Contact us</a> </div> </div> </div> </div><div class="et_pb_section et_pb_section_6 et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_9"> <div class="et_pb_column et_pb_column_4_4 et_pb_column_21 et_pb_css_mix_blend_mode_passthrough et-last-child"> <div class="et_pb_module et_pb_text et_pb_text_23 et_pb_text_align_center et_pb_bg_layout_light"> <div class="et_pb_text_inner"><p style="text-align: center;"><span>&#8230; or schedule an Introductory Meeting.</span></p></div> </div><div class="et_pb_module et_pb_code et_pb_code_0"> <div class="et_pb_code_inner"><!-- Calendly inline widget begin --> <div class="calendly-inline-widget" data-url="https://calendly.com/vivien-objectbox/30min" style="min-width:320px;height:700px;"></div> <script type="text/javascript" src="https://assets.calendly.com/assets/external/widget.js" async></script> <!-- Calendly inline widget end --></div> </div> </div> </div> </div><div class="et_pb_section et_pb_section_7 footer-section et_pb_with_background et_section_regular" > <div class="et_pb_row et_pb_row_10 et_pb_gutters1"> <div class="et_pb_column et_pb_column_1_5 et_pb_column_22 et_pb_css_mix_blend_mode_passthrough"> <div class="et_pb_module et_pb_text et_pb_text_24 et_pb_text_align_left et_pb_bg_layout_light"> <div class="et_pb_text_inner"><h3 style="text-align: left;">Docs</h3> <p style="text-align: left;"><span style="color: #999999;"><a href="https://docs.objectbox.io/" target="_blank" rel="noopener noreferrer" title="Java Docs" style="color: #999999;">Java</a><br /><a href="https://cpp.objectbox.io/" target="_blank" rel="noopener noreferrer" title="C/C++ Docs" style="color: #999999;">C/C++</a><br /><a href="https://golang.objectbox.io/" target="_blank" rel="noopener noreferrer" title="Go Docs" style="color: #999999;">Go</a><br /><a href="https://docs.objectbox.io/kotlin-support" target="_blank" rel="noopener noreferrer" title="Kotlin Docs" style="color: #999999;">Kotlin</a><br /><a href="https://github.com/objectbox/objectbox-dart" target="_blank" rel="noopener noreferrer" 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