{"id":12969,"date":"2025-01-26T07:39:21","date_gmt":"2025-01-26T06:39:21","guid":{"rendered":"https:\/\/flaven.fr\/?post_type=bf_videos_manager&#038;p=12969"},"modified":"2025-01-26T07:54:02","modified_gmt":"2025-01-26T06:54:02","slug":"natural-language-multilingual-image-discovery-how-ai-understands-your-searches-ia-image","status":"publish","type":"bf_videos_manager","link":"https:\/\/flaven.fr\/videos\/natural-language-multilingual-image-discovery-how-ai-understands-your-searches-ia-image\/","title":{"rendered":"Natural Language &#038; Multilingual Image Discovery: How AI Understands Your Searches #ia #image"},"content":{"rendered":"<p>This video series explores the creation of an AI-powered image search application using Streamlit, open_clip, and faiss. The application enables users to search for images using natural language queries, leveraging the power of AI to find the most relevant images efficiently. The open_clip model is used for encoding images and text, while faiss handles the similarity search. The application features a user-friendly interface with tabs for real-time searches and archived queries, making it easy to find relevant images based on textual descriptions.<\/p>\n<p><b>Full Details:<\/b><br \/>\nYou can read the article on my blog: Content Quality: How Sentence Embeddings Can Save AI-Generated Content and some other concerns on AI: Environmental Impact, Job Loss<br \/>\n<a href=\"https:\/\/wp.me\/p3Vuhl-3mP\" target=\"_blank\" rel=\"noopener\">https:\/\/wp.me\/p3Vuhl-3mP<\/a><\/p>\n<p><b>The code is available on my github account:<\/b><br \/>\n<a href=\"https:\/\/shorturl.at\/y5HNV\" target=\"_blank\" rel=\"noopener\">https:\/\/shorturl.at\/y5HNV<\/a><\/p>\n<p>\ufe0f<b>Dive Deeper:<\/b><br \/>\nYou can listen to the 2 &#8220;podcasts&#8221; extracted from this Blog Post Audio made with NotebookLM on this post:<br \/>\n<a href=\"https:\/\/on.soundcloud.com\/KYsxEU7Zh1qdDLGo8\" target=\"_blank\" rel=\"noopener\">https:\/\/on.soundcloud.com\/KYsxEU7Zh1qdDLGo8<\/a><br \/>\n<a href=\"https:\/\/on.soundcloud.com\/THjokmLiH8q194Gr9\" target=\"_blank\" rel=\"noopener\">https:\/\/on.soundcloud.com\/THjokmLiH8q194Gr9<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This video series explores the creation of an AI-powered image search application using Streamlit, open_clip, and faiss. The application enables users to search for images&hellip; <\/p>\n<p class=\"text-center\"><a href=\"https:\/\/flaven.fr\/videos\/natural-language-multilingual-image-discovery-how-ai-understands-your-searches-ia-image\/\" class=\"more-link\">Continue reading &rarr; <span class=\"screen-reader-text\">Natural Language &#038; Multilingual Image Discovery: How AI Understands Your Searches #ia #image<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":12185,"comment_status":"open","ping_status":"closed","template":"","bf_videos_manager_tag":[2707,2668,3244,2685,2756,2797,3059,2870,2771,2986,2671,2871,3027,2785,2695,2800,2696,2751,2693,2698],"bf_videos_manager_cat":[3091,2700,3081,2682,2767,2678,2679,2680],"class_list":["post-12969","bf_videos_manager","type-bf_videos_manager","status-publish","has-post-thumbnail","hentry","bf_videos_manager_tag-agile","bf_videos_manager_tag-ai","bf_videos_manager_tag-ai-generated","bf_videos_manager_tag-anaconda","bf_videos_manager_tag-api","bf_videos_manager_tag-artificial-intelligence","bf_videos_manager_tag-audio","bf_videos_manager_tag-automate","bf_videos_manager_tag-automatization","bf_videos_manager_tag-chatgpt","bf_videos_manager_tag-computer-vision","bf_videos_manager_tag-data-science","bf_videos_manager_tag-developer","bf_videos_manager_tag-experimentation","bf_videos_manager_tag-facial-recognition","bf_videos_manager_tag-ia","bf_videos_manager_tag-images","bf_videos_manager_tag-journalism","bf_videos_manager_tag-journalist","bf_videos_manager_tag-json","bf_videos_manager_cat-ai","bf_videos_manager_cat-anaconda","bf_videos_manager_cat-api","bf_videos_manager_cat-experiences","bf_videos_manager_cat-news","bf_videos_manager_cat-python","bf_videos_manager_cat-tutorials","bf_videos_manager_cat-videos"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager"}],"about":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/types\/bf_videos_manager"}],"author":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/comments?post=12969"}],"version-history":[{"count":6,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12969\/revisions"}],"predecessor-version":[{"id":12985,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager\/12969\/revisions\/12985"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media\/12185"}],"wp:attachment":[{"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/media?parent=12969"}],"wp:term":[{"taxonomy":"bf_videos_manager_tag","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_tag?post=12969"},{"taxonomy":"bf_videos_manager_cat","embeddable":true,"href":"https:\/\/flaven.fr\/happy-api\/wp\/v2\/bf_videos_manager_cat?post=12969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}