{"id":16076,"date":"2024-01-02T02:00:07","date_gmt":"2024-01-02T10:00:07","guid":{"rendered":"https:\/\/softwareengineeringdaily.com\/?p=16076"},"modified":"2023-12-31T03:25:56","modified_gmt":"2023-12-31T11:25:56","slug":"pinecone-vector-database-with-marek-galovic","status":"publish","type":"post","link":"https:\/\/softwareengineeringdaily.com\/2024\/01\/02\/pinecone-vector-database-with-marek-galovic\/","title":{"rendered":"Pinecone Vector Database with Marek Galovic"},"content":{"rendered":"<p><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/Marek-Galovic-.jpeg\"><img fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"15643\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/11\/07\/temporal-with-max-fateev\/max\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"max\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/max.png?fit=218%2C258&amp;ssl=1\" class=\"alignright wp-image-15643 size-full\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/Marek-Galovic-.jpeg?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><\/a><\/p>\n<div>\n<div>\n<p style=\"text-align: justify;\">An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models.<\/p>\n<\/div>\n<div>\n<p style=\"text-align: justify;\">However, storing embeddings presents a challenge to traditional databases. Vector databases are designed to solve this problem.<\/p>\n<\/div>\n<div style=\"text-align: justify;\">Pinecone has developed one of the most prominent vector databases that is widely used for ML and AI applications.<\/div>\n<div>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/www.linkedin.com\/in\/marek-galovic\">Marek Galovic<\/a> is a software engineer at <a href=\"https:\/\/www.pinecone.io\/careers\/\">Pinecone<\/a> and works on the core database team. He joins the podcast today to talk about how vector embeddings are created, engineering a vector database, unsolved challenges in the space, and more.<\/p>\n<div style=\"text-align: left;\">\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\"><span style=\"font-weight: 400;\"><a href=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png\"><img decoding=\"async\" data-attachment-id=\"15613\" data-permalink=\"https:\/\/softwareengineeringdaily.com\/2023\/10\/24\/streamlit-with-amanda-kelly\/rectangle-3-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-orig-size=\"218,258\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Rectangle 3\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?fit=218%2C258&amp;ssl=1\" class=\"size-full wp-image-15613 alignleft\" src=\"https:\/\/i0.wp.com\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/10\/Rectangle-3-2.png?resize=218%2C258&#038;ssl=1\" alt=\"\" width=\"218\" height=\"258\" data-recalc-dims=\"1\" \/><img class=\"\" alt=\"\" width=\"\" height=\"\" \/><\/a>Sean&#8217;s been an academic, startup founder, and Googler. He has published works covering a wide range of topics from information visualization to quantum computing. Currently, Sean is Head of Marketing and Developer Relations at <a>Skyflow<\/a> and host of the podcast Partially Redacted, a podcast about privacy and security engineering. You can connect with Sean on Twitter <a>@seanfalconer.<\/a><\/span><\/span><\/p>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n<div>\n<div style=\"text-align: left;\">\n<p><a href=\"http:\/\/softwareengineeringdaily.com\/wp-content\/uploads\/2023\/12\/SED1616-Pinecone.txt\">Please click here to see the transcript of this episode.<\/a><\/p>\n<\/div>\n<div style=\"text-align: justify;\">\n<p style=\"text-align: left;\">Watch the video episode <a href=\"https:\/\/youtu.be\/vefXMkbCIcs?feature=shared\">here<\/a><\/p>\n<p style=\"text-align: left;\">Sponsorship inquiries: <a href=\"https:\/\/cms.megaphone.fm\/organizations\/619b680e-d813-11ea-9750-e7ecac406436\/podcasts\/e60108fe-e328-11ea-b2b6-1348249f900a\/episodes\/3913370a-bc44-11ed-ace6-8b1f96d82bba\/sponsor@softwareengineeringdaily.com\">sponsor@softwareengineeringdaily.com<\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. Embeddings are designed to make data consumable by ML models. However, storing embeddings presents a challenge to traditional databases. Vector databases are designed to solve this problem. Pinecone has developed one of the most<\/p>\n","protected":false},"author":94,"featured_media":16078,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"Pinecone Vector Database with Marek Galovic @marek_galovic @pinecone","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","enabled":false}}},"categories":[1363,2143,5755,1080,14,5760],"tags":[5968,5969,4470,5971,5970],"class_list":["post-16076","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-all-episodes","category-exclusive-content","category-hosts","category-machine-learning","category-podcast","category-sean-falconer","tag-marek-galovic","tag-ml-and-ai-applications","tag-pinecone","tag-vector-database","tag-vector-embeddings"],"jetpack_publicize_connections":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Pinecone Vector Database with Marek Galovic - Software Engineering Daily<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/softwareengineeringdaily.com\/2024\/01\/02\/pinecone-vector-database-with-marek-galovic\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Pinecone Vector Database with Marek Galovic - Software Engineering Daily\" \/>\n<meta property=\"og:description\" content=\"An embedding is a concept in machine learning that refers to a particular representation of text, images, audio, or other information. 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