{"id":667203,"date":"2025-12-19T00:33:21","date_gmt":"2025-12-18T23:33:21","guid":{"rendered":"https:\/\/blog.jetbrains.com\/?post_type=dataspell&#038;p=667203"},"modified":"2025-12-29T11:55:23","modified_gmt":"2025-12-29T10:55:23","slug":"dataspell-2025-3-visualization-cells-multi-agent-support-jupyter-improvements","status":"publish","type":"dataspell","link":"https:\/\/blog.jetbrains.com\/ko\/dataspell\/2025\/12\/dataspell-2025-3-visualization-cells-multi-agent-support-jupyter-improvements\/","title":{"rendered":"DataSpell 2025.3: \uc2dc\uac01\ud654 \uc140, \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8 \uc9c0\uc6d0, Jupyter \ud5a5\uc0c1"},"content":{"rendered":"<p>2025.3 \ub9b4\ub9ac\uc2a4\uc5d0\uc11c DataSpell\uc740 AI\ub97c \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubd84\uc11d\uac00\uc758 \uc0dd\uc0b0\uc131\uc744 \ub192\uc774\ub824\ub294 \ubaa9\ud45c\ub97c \uacc4\uc18d \uc774\uc5b4\uac11\ub2c8\ub2e4. DataSpell \uace0\uc720\uc758 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uac15\ud654\ud558\ub294 \ub3d9\uc2dc\uc5d0, \uc774\ubc88 \ub9b4\ub9ac\uc2a4\uc5d0\uc11c\ub294 IDE\uc5d0\uc11c Claude Agent\uc5d0 \uc9c1\uc811 \uc811\uadfc\ud560 \uc218 \uc788\ub294 \uae30\ub2a5\uc744 \ub3c4\uc785\ud574 \uc120\ud0dd\uc758 \ud3ed\uc744 \ub113\ud614\uc73c\uba70 \uc55e\uc73c\ub85c \ub354 \ub9ce\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ucd94\uac00\ub420 \uc608\uc815\uc785\ub2c8\ub2e4. DataSpell 2025.3\uc5d0\ub294 \uc2dc\uac01\ud654 \uc6cc\ud06c\ud50c\ub85c\uc758 \ub300\ub300\uc801\uc778 \uac1c\uc120\uacfc Jupyter \uac1c\uc120 \uc0ac\ud56d\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc544\ub798\uc5d0\uc11c DataSpell 2025.3\uc758 \ubaa8\ub4e0 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc744 \uc790\uc138\ud788 \uc0b4\ud3b4\ubcf4\uc138\uc694.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"alignnone wp-image-671464 size-full\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/DS-social-BlogFeatured-1280x720-1-7.png\" alt=\"\" width=\"1280\" height=\"720\" \/><\/figure>\n<p class=\"has-text-align-center\"><a class=\"jb-download-button\" href=\"https:\/\/www.jetbrains.com\/ko-kr\/dataspell\/download\/\" target=\"_blank\" rel=\"noopener\">DataSpell 2025.3 \ub2e4\uc6b4\ub85c\ub4dc <\/a><\/p>\n<h3 class=\"wp-block-heading\">DataSpell\uc758 \ub2e4\uc911 \uc5d0\uc774\uc804\ud2b8<\/h3>\n<p>DataSpell\uc774 \ucc98\uc74c\uc73c\ub85c \ub2e4\uc911 AI \uc5d0\uc774\uc804\ud2b8\ub97c \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc0ac\uc6a9\uc790\ub294 \ub2e4\uc74c \uc911\uc5d0\uc11c \uc120\ud0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>DataSpell AI Agent &#8211; AI \ucc44\ud305\uc5d0\uc11c \uc9c1\uc811 \uc694\uccad\uc744 \ubcf4\ub0b4 DataSpell \uae30\ub2a5\uc744 \uc870\uc791\ud558\uace0 \uc81c\uc5b4\ud558\ub3c4\ub85d \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/li>\n<li>Claude Agent \u2013 \ucf54\ub4dc \uc791\uc131 \ubc0f \ubb38\uc11c\ud654 \uc791\uc5c5\uc5d0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774\uc81c AI \ucc44\ud305\uc744 \uc5f4\uace0 \uc6d0\ud558\ub294 \uc5d0\uc774\uc804\ud2b8\ub97c \uc120\ud0dd\ud558\uae30\ub9cc \ud558\uba74 \ubc14\ub85c \ud611\uc5c5\uc744 \uc2dc\uc791\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud5a5\ud6c4 \uc5c5\ub370\uc774\ud2b8\uc5d0\uc11c\ub294 \ub354 \ub9ce\uc740 \uc5d0\uc774\uc804\ud2b8\uac00 \ucd94\uac00\ub420 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/DataSpell-release-Ai-Agents-4K-1.mp4\"><\/video><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\uc2dc\uac01\ud654 \uac1c\uc120 \uc0ac\ud56d<\/h2>\n<h3 class=\"wp-block-heading\">\ucc44\ud305 \ub0b4 \uc2dc\uac01\ud654<\/h3>\n<p>\uc774\uc81c AI \ucc44\ud305\uc5d0\uc11c \ucc28\ud2b8\ub97c \ubc14\ub85c \uc0dd\uc131\ud558\uace0 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubcc4\ub3c4\uc758 \ucd94\uac00 \ub2e8\uacc4\ub294 \ud544\uc694\ud558\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<br \/>DataSpell\uc758 AI \uc5d0\uc774\uc804\ud2b8\ub294 \ub2e4\uc74c\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ub370\uc774\ud130 \uc138\ud2b8\ub97c \uc790\ub3d9\uc73c\ub85c \uc774\ud574\ud569\ub2c8\ub2e4.<\/li>\n<li>JSON \uae30\ubc18 \uc0ac\uc591\uc73c\ub85c \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc2dc\uac01\ud654\ub97c \ucc44\ud305 \ub0b4 \ub610\ub294 \uc804\uc6a9 \uc2dc\uac01\ud654 \uc140\uc5d0 \ud45c\uc2dc\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\uc774\ub7ec\ud55c \ubc29\uc2dd\uc73c\ub85c \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \ub354 \uc6d0\ud65c\ud558\uac8c \ub300\ud654\ud615\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-666340\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/in-chat-visualisations.png\" alt=\"\" width=\"1884\" height=\"1406\" \/><\/figure>\n<h3 class=\"wp-block-heading\">Notebook \uc2dc\uac01\ud654 \uc140<\/h3>\n<p>Notebook\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uace0 \ud45c\ud604\ud560 \uc218 \uc788\ub294 \uc644\uc804\ud788 \uc0c8\ub85c\uc6b4 \ub178\ucf54\ub4dc \ubc29\uc2dd\uc778 \uc2dc\uac01\ud654 \uc140\uc774 \uc9c0\uc6d0\ub429\ub2c8\ub2e4. \ub2e4\uc74c \uc791\uc5c5\uc744 \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ucf54\ub4dc\ub97c \uc791\uc131\ud558\uc9c0 \uc54a\uace0\ub3c4 \uc2dc\uac01\ud654\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc778\ub77c\uc778\uc5d0\uc11c \uc2dc\uac01\ud654\ub97c \uc989\uc2dc \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<li>\uc0c8\ub85c\uc6b4 \ub178\ucf54\ub4dc \ucc28\ud2b8 \uc5d0\ub514\ud130\uc5d0\uc11c \ucc28\ud2b8\ub97c \ubc14\ub85c \ud3b8\uc9d1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/visual-4K.mp4\"><\/video><\/figure>\n\n\n<h2 class=\"wp-block-heading\">Jupyter \uac1c\uc120 \uc0ac\ud56d<\/h2>\n<p>DataSpell\uc740 \uc774\uc81c \ub2e4\uc74c\uc744 \uc790\ub3d9\uc73c\ub85c \ud0d0\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\uacb0\uce21\uce58<\/li>\n<li>\uc774\uc0c1\uce58<\/li>\n<li>\uc911\ubcf5<\/li>\n<li>\uc11c\uc2dd \uc9c0\uc815 \ubd88\uc77c\uce58<\/li>\n<li>\uc0c1\uad00 \uc788\uac70\ub098 \uc911\ubcf5\ub41c \ud2b9\uc131<\/li>\n<\/ul>\n<p>AI\uac00 \uc81c\uacf5\ud558\ub294 \uc81c\uc548\uc744 \ud1b5\ud574 \uc774\ub7ec\ud55c \ubb38\uc81c\ub97c \uc989\uc2dc \ud574\uacb0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. &lt;0&gt;Fix with AI(AI\ub85c \uc218\uc815)&lt;\/0&gt;\ub97c \ud074\ub9ad\ud558\uba74 \uad00\ub828 \ubb38\uc81c\ub97c \ud574\uacb0\ud558\uae30 \uc704\ud574 \uc0dd\uc131\ub41c \ucf54\ub4dc\uac00 \ud3ec\ud568\ub41c \uc0c8 \uc140\uc744 \ub3d9\uc77c\ud55c Jupyter Notebook\uc5d0 \uc0bd\uc785\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/AI-Fix-4K.mp4\"><\/video><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5c5\ub370\uc774\ud2b8<\/h2>\n<h3 class=\"wp-block-heading\">\ucffc\ub9ac \ud30c\uc77c<\/h3>\n<p>DataSpell\uc740 DataGrip\uc5d0 \ucd94\uac00\ub41c \uc774\ud6c4, \ucffc\ub9ac \ucf58\uc194 \ub300\uc2e0 \ucffc\ub9ac \ud30c\uc77c\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub354 \ub9e4\ub044\ub7fd\uace0 \uc77c\uad00\ub41c SQL \uc6cc\ud06c\ud50c\ub85c\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5c5\ub370\uc774\ud2b8 \ud6c4 \uccab \uc2e4\ud589 \uc2dc, \uae30\uc874 \ucf58\uc194\uc744 \uc790\ub3d9\uc73c\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\ud558\ub3c4\ub85d \uc548\ub0b4\ud558\ub294 \uba54\uc2dc\uc9c0\uac00 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-665042\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/Screenshot-2025-12-03-at-16.28.35.png\" alt=\"\" width=\"926\" height=\"352\" \/><\/figure>\n<h3 class=\"wp-block-heading\">\ud074\ub77c\uc6b0\ub4dc \ub370\uc774\ud130\ubca0\uc774\uc2a4 \uc5f0\uacb0<\/h3>\n<p>DataSpell\uc774 \uc774\uc81c AWS, Azure, Google Cloud\uc640 \ud1b5\ud569\ub429\ub2c8\ub2e4. IDE\uc5d0\uc11c \ubc14\ub85c \ud074\ub77c\uc6b0\ub4dc \uacc4\uc815\uc744 \uc5f0\uacb0\ud558\uace0, \uc0ac\uc6a9 \uac00\ub2a5\ud55c \ub370\uc774\ud130\ubca0\uc774\uc2a4\ub97c \ud0d0\uc0c9\ud558\uba70, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130 \uc18c\uc2a4\ub97c \ud55c \ubc88\uc758 \ud074\ub9ad\uc73c\ub85c \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc5f0\uacb0\ub41c \ubaa8\ub4e0 \uacc4\uc815\uc740 <em>Data Sources and Drivers(\ub370\uc774\ud130 \uc18c\uc2a4 \ubc0f \ub4dc\ub77c\uc774\ubc84)<\/em> \ub300\ud654\uc0c1\uc790\uc758 <em>Cloud(\ud074\ub77c\uc6b0\ub4dc)<\/em> \ud0ed \uc544\ub798\uc5d0 \ud45c\uc2dc\ub429\ub2c8\ub2e4.<\/p>\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" loading=\"lazy\" class=\"wp-image-665053\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/Screenshot-2025-12-03-at-16.29.23.png\" alt=\"\" width=\"2114\" height=\"972\" \/><\/figure>\n<h2 class=\"wp-block-heading\"><em>Islands<\/em> \ud14c\ub9c8 \uae30\ubcf8 \uc801\uc6a9<\/h2>\n<p><em>Islands<\/em> \uc778\ud130\ud398\uc774\uc2a4 \ud14c\ub9c8\uac00 \uc774\uc81c DataSpell\uc758 \uae30\ubcf8 \uc801\uc6a9\ub418\uace0 \ub2e4\ud06c \ubc0f \ub77c\uc774\ud2b8 \ubaa8\ub4dc\uac00 \ubaa8\ub450 \uc81c\uacf5\ub429\ub2c8\ub2e4. \uc774 \uc5c5\ub370\uc774\ud2b8\ub294 \uc0ac\uc6a9\uc790\uc758 \uc6cc\ud06c\ud50c\ub85c\ub97c \ubcc0\uacbd\ud558\uc9c0 \uc54a\uc73c\uba74\uc11c \uc2dc\uac01\uc801 \uacbd\ud5d8\uc744 \ud604\ub300\ud654\ud569\ub2c8\ub2e4. \uc0c8 \ud14c\ub9c8\ub97c \ucf1c\uac70\ub098 \ub044\ub824\uba74 IDE <em>Settings(\uc124\uc815)<\/em> \ub300\ud654\uc0c1\uc790\ub97c \uc5f4\uace0 <em>Appearance &amp; Behavior(\ubaa8\uc591 \ubc0f \ub3d9\uc791) | Appearance(\ubaa8\uc591)<\/em> \uc124\uc815 \ud398\uc774\uc9c0\ub85c \uc774\ub3d9\ud569\ub2c8\ub2e4.<\/p>\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2025\/12\/islands-4K.mp4\"><\/video><\/figure>\n\n\n<p>DataSpell 2025.3\uc744 \ud0d0\uc0c9\ud558\uba70 \uc990\uac70\uc6b4 \uc2dc\uac04\uc744 \ubcf4\ub0b4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4! \uc774\ubc88 DataSpell \ub9b4\ub9ac\uc2a4\ub294 \ub370\uc774\ud130 \uc804\ubb38\uac00\ub97c \uc704\ud55c \uac00\uc7a5 \uc9c0\ub2a5\uc801\uc778 \ucee8\ud14d\uc2a4\ud2b8 \uc778\uc2dd IDE\ub85c \ub098\uc544\uac00\uae30 \uc704\ud55c \ub610 \ud558\ub098\uc758 \uc774\uc815\ud45c\uc785\ub2c8\ub2e4. \ubc84\uadf8\ub97c \ubc1c\uacac\ud588\uac70\ub098 \uae30\ub2a5 \uc81c\uc548\uc774 \uc788\ub2e4\uba74 <a href=\"https:\/\/youtrack.jetbrains.com\/issues\/DS?_gl=1*lroqbo*_gcl_au*MTMxODg0OTIwMS4xNzYxNTc2Nzc2*_ga*OTIzNjMxNTM5LjE3NDQwMjE4NDE.*_ga_9J976DJZ68*czE3NjMwMTg0ODMkbzI0NiRnMSR0MTc2MzAxODczOSRqMTAkbDAkaDA\" target=\"_blank\" rel=\"noopener\">\uc774\uc288 \ud2b8\ub798\ucee4<\/a><br \/>\uc5d0 \uacf5\uc720\ud574 \uc8fc\uc138\uc694.\uc0c8\ub85c\uc6b4 \uae30\ub2a5\uacfc \ub370\uc774\ud130 \ubd84\uc11d \ud301\uc5d0 \ub300\ud55c \ucd5c\uc2e0 \uc815\ubcf4\ub97c \uacc4\uc18d \ud655\uc778\ud558\ub824\uba74 \ube14\ub85c\uadf8\ub97c \uad6c\ub3c5\ud558\uace0 <a href=\"https:\/\/x.com\/dataspell_jb\" target=\"_blank\" rel=\"noopener\">X<\/a>\uc5d0\uc11c \ud314\ub85c\uc6b0\ud574 \uc8fc\uc138\uc694!<\/p>\n<p><em>\uac8c\uc2dc\ubb3c \uc6d0\ubb38 \uc791\uc131\uc790<\/em><\/p>\n\n    <div class=\"about-author \">\n        <div class=\"about-author__box\">\n            <div class=\"row\">\n                <div class=\"about-author__box-img\">\n                    <img decoding=\"async\" src=\"https:\/\/blog.jetbrains.com\/wp-content\/uploads\/2023\/05\/IMG_1977-e1683538789993-200x200.jpeg\" width=\"200\" height=\"200\" alt=\"Stanislav Garkusha\" loading=\"lazy\"  class=\"avatar avatar-200 wp-user-avatar wp-user-avatar-200 photo avatar-default\">\n                <\/div>\n                <div class=\"about-author__box-text\">\n                                            <h4>Stanislav Garkusha<\/h4>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n","protected":false},"author":964,"featured_media":671475,"comment_status":"closed","ping_status":"closed","template":"","categories":[],"tags":[],"cross-post-tag":[8851],"acf":[],"_links":{"self":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/dataspell\/667203"}],"collection":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/dataspell"}],"about":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/types\/dataspell"}],"author":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/users\/964"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/comments?post=667203"}],"version-history":[{"count":4,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/dataspell\/667203\/revisions"}],"predecessor-version":[{"id":671487,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/dataspell\/667203\/revisions\/671487"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media\/671475"}],"wp:attachment":[{"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/media?parent=667203"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/categories?post=667203"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/tags?post=667203"},{"taxonomy":"cross-post-tag","embeddable":true,"href":"https:\/\/blog.jetbrains.com\/ko\/wp-json\/wp\/v2\/cross-post-tag?post=667203"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}