{"id":6,"date":"2020-05-04T18:59:33","date_gmt":"2020-05-04T18:59:33","guid":{"rendered":"https:\/\/demos.kadencewp.com\/blocks-saas\/?page_id=6"},"modified":"2026-01-29T23:58:03","modified_gmt":"2026-01-29T23:58:03","slug":"home","status":"publish","type":"page","link":"https:\/\/smolagents.org\/fr\/","title":{"rendered":"Accueil"},"content":{"rendered":"<style>.kb-row-layout-id6_af0a2b-90 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_af0a2b-90 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_af0a2b-90 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_af0a2b-90 > .kt-row-layout-overlay{opacity:1;background:linear-gradient(90deg, var(--global-palette1) 12%, var(--global-palette2) 100%);}.kb-row-layout-id6_af0a2b-90 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.kt-inside-inner-col{flex-direction:column;}.kadence-column6_7d1d36-66 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_7d1d36-66 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_7d1d36-66{position:relative;}@media all and (max-width: 1024px){.kadence-column6_7d1d36-66 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_7d1d36-66 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_7d1d36-66 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7, .wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7[data-kb-block=\"kb-adv-heading6_fd9253-b7\"]{margin-bottom:5px;font-size:48px;line-height:55px;font-weight:normal;font-style:normal;color:#ffffff;text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}.wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7[data-kb-block=\"kb-adv-heading6_fd9253-b7\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7, .wp-block-kadence-advancedheading.kt-adv-heading6_fd9253-b7[data-kb-block=\"kb-adv-heading6_fd9253-b7\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);font-size:40px;}}<\/style>\n<h1 class=\"kt-adv-heading6_fd9253-b7 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_fd9253-b7\">Cadre d'agents d'intelligence artificielle Smolagents<\/h1>\n\n\n<style>.wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f, .wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f[data-kb-block=\"kb-adv-heading6_a9a7fc-5f\"]{margin-top:1em;margin-bottom:1.5em;font-size:20px;font-weight:normal;font-style:normal;color:#f7fafc;text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}.wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f[data-kb-block=\"kb-adv-heading6_a9a7fc-5f\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}@media all and (max-width: 767px){.wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f, .wp-block-kadence-advancedheading.kt-adv-heading6_a9a7fc-5f[data-kb-block=\"kb-adv-heading6_a9a7fc-5f\"]{text-shadow:1px 1px 1px rgba(0, 0, 0, 0.2);}}<\/style>\n<p class=\"kt-adv-heading6_a9a7fc-5f wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_a9a7fc-5f\">&nbsp;HuggingFace's NEW Agent Framework \uff0cCreate Powerful AI Agents with Minimal Effort<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_f709c6-f9{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btns6_f709c6-f9 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_f709c6-f9 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_f709c6-f9 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_f709c6-f9\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_f3a171-50.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_f3a171-50.kb-button{color:#eee6e6;background:#000870;border-top-left-radius:500px;border-top-right-radius:500px;border-bottom-right-radius:500px;border-bottom-left-radius:500px;}@media all and (max-width: 1024px){.kb-btn6_f3a171-50.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_f3a171-50 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/deepsite.site\/chat\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">Free Code Genetrator with Deepseek v3 latest version \u2192<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_59b7e7-0b > 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src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/398962046-cd0226e2-7479-4102-aea0-57c22ca47884-1.mp4\"><\/video><\/figure>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_334052-b5 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_334052-b5 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_334052-b5 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:13px;padding-right:25px;padding-bottom:16px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_334052-b5 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_334052-b5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6_334052-b5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_334052-b5 alignnone has-theme-palette9-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_6cf844-12 > .kt-inside-inner-col,.kadence-column6_6cf844-12 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_6cf844-12 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_6cf844-12 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_6cf844-12 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_6cf844-12 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_6cf844-12{position:relative;}@media all and (max-width: 1024px){.kadence-column6_6cf844-12 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_6cf844-12 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_6cf844-12 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id6_0f97de-35 > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id6_0f97de-35 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id6_0f97de-35 > .kt-row-column-wrap{column-gap:80px;row-gap:40px;max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:repeat(6, minmax(0, 1fr));}.kb-row-layout-id6_0f97de-35 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_0f97de-35 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_0f97de-35 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_0f97de-35 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-6-columns kt-row-layout-equal kt-tab-layout-three-grid kt-mobile-layout-two-grid kt-row-valign-middle kb-theme-content-width\">\n<style>.kadence-column6_c80283-da > .kt-inside-inner-col,.kadence-column6_c80283-da > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_c80283-da > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_c80283-da > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c80283-da > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_c80283-da > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_c80283-da{text-align:center;}.kadence-column6_c80283-da{position:relative;}@media all and (max-width: 1024px){.kadence-column6_c80283-da > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_c80283-da > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c80283-da, .kt-inside-inner-col > .kadence-column6_c80283-da:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_c80283-da inner-column-1\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image is-resized size-large\">\n<figure class=\"aligncenter\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"75\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/tc-logo.png\" alt=\"\" class=\"wp-image-65\"\/><\/figure><\/div><\/div><\/div>\n\n\n<style>.kadence-column6_75e45b-8c > .kt-inside-inner-col,.kadence-column6_75e45b-8c > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_75e45b-8c > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_75e45b-8c > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_75e45b-8c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_75e45b-8c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_75e45b-8c{text-align:center;}.kadence-column6_75e45b-8c{position:relative;}@media all and (max-width: 1024px){.kadence-column6_75e45b-8c > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_75e45b-8c > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_75e45b-8c, .kt-inside-inner-col > .kadence-column6_75e45b-8c:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_75e45b-8c inner-column-2\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"38\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/forbes.png\" alt=\"\" class=\"wp-image-70\"\/><\/figure><\/div><\/div><\/div>\n\n\n<style>.kadence-column6_18a676-04 > .kt-inside-inner-col,.kadence-column6_18a676-04 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_18a676-04 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_18a676-04 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_18a676-04 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_18a676-04 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_18a676-04{text-align:center;}.kadence-column6_18a676-04{position:relative;}@media all and (max-width: 1024px){.kadence-column6_18a676-04 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_18a676-04 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_18a676-04, .kt-inside-inner-col > .kadence-column6_18a676-04:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_18a676-04 inner-column-3\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"30\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/wired.png\" alt=\"\" class=\"wp-image-74\"\/><\/figure><\/div><\/div><\/div>\n\n\n<style>.kadence-column6_c8455f-f1 > .kt-inside-inner-col,.kadence-column6_c8455f-f1 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_c8455f-f1 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_c8455f-f1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c8455f-f1 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_c8455f-f1 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_c8455f-f1{text-align:center;}.kadence-column6_c8455f-f1{position:relative;}@media all and (max-width: 1024px){.kadence-column6_c8455f-f1 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_c8455f-f1 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c8455f-f1, .kt-inside-inner-col > .kadence-column6_c8455f-f1:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_c8455f-f1 inner-column-4\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"25\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/the-verge.png\" alt=\"\" class=\"wp-image-75\"\/><\/figure><\/div><\/div><\/div>\n\n\n<style>.kadence-column6_a92b37-ef > .kt-inside-inner-col,.kadence-column6_a92b37-ef > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_a92b37-ef > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_a92b37-ef > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_a92b37-ef > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_a92b37-ef > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_a92b37-ef{text-align:center;}.kadence-column6_a92b37-ef{position:relative;}@media all and (max-width: 1024px){.kadence-column6_a92b37-ef > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_a92b37-ef > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_a92b37-ef, .kt-inside-inner-col > .kadence-column6_a92b37-ef:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_a92b37-ef inner-column-5\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"50\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/engadget.png\" alt=\"\" class=\"wp-image-76\"\/><\/figure><\/div><\/div><\/div>\n\n\n<style>.kadence-column6_c66e31-85 > .kt-inside-inner-col,.kadence-column6_c66e31-85 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_c66e31-85 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_c66e31-85 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c66e31-85 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_c66e31-85 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_c66e31-85{text-align:center;}.kadence-column6_c66e31-85{position:relative;}@media all and (max-width: 1024px){.kadence-column6_c66e31-85 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_c66e31-85 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c66e31-85, .kt-inside-inner-col > .kadence-column6_c66e31-85:not(.specificity){margin-bottom:30px;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_c66e31-85 inner-column-6\"><div class=\"kt-inside-inner-col\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"36\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2020\/05\/the-next-web-tnw.png\" alt=\"\" class=\"wp-image-77\"\/><\/figure><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_e6da22-d8 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_e6da22-d8 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_e6da22-d8 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250%;margin-left:auto;margin-right:auto;padding-top:81px;padding-right:25px;padding-bottom:75px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_e6da22-d8 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_e6da22-d8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_e6da22-d8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_e6da22-d8 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_e6da22-d8 alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_4ca1df-0f > .kt-inside-inner-col,.kadence-column6_4ca1df-0f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_4ca1df-0f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_4ca1df-0f > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_4ca1df-0f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_4ca1df-0f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_4ca1df-0f{position:relative;}@media all and (max-width: 1024px){.kadence-column6_4ca1df-0f > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_4ca1df-0f > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_4ca1df-0f inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_2757b8-7e, .wp-block-kadence-advancedheading.kt-adv-heading6_2757b8-7e[data-kb-block=\"kb-adv-heading6_2757b8-7e\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_2757b8-7e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_2757b8-7e[data-kb-block=\"kb-adv-heading6_2757b8-7e\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_2757b8-7e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_2757b8-7e\">Get Viral Video Instantly<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Powered By Nemovideo<\/h3>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"766\" height=\"157\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2026\/01\/iShot_2026-01-30_07.57.32.webp\" alt=\"\" class=\"wp-image-726\" style=\"width:914px;height:auto\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2026\/01\/iShot_2026-01-30_07.57.32.webp 766w, https:\/\/smolagents.org\/wp-content\/uploads\/2026\/01\/iShot_2026-01-30_07.57.32-300x61.webp 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2026\/01\/iShot_2026-01-30_07.57.32-18x4.webp 18w, https:\/\/smolagents.org\/wp-content\/uploads\/2026\/01\/iShot_2026-01-30_07.57.32-360x74.webp 360w\" sizes=\"auto, (max-width: 766px) 100vw, 766px\" \/><\/figure><\/div>\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_9eface-d1{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btns6_9eface-d1 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_9eface-d1 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_9eface-d1 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_9eface-d1\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_ae6e57-d8.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_ae6e57-d8.kb-button{color:#eee7e7;background:#000000;border-top-left-radius:500px;border-top-right-radius:500px;border-bottom-right-radius:500px;border-bottom-left-radius:500px;}@media all and (max-width: 1024px){.kb-btn6_ae6e57-d8.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_ae6e57-d8 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/www.nemovideo.com\/?utm_source=andybacklink26&#038;utm_media=smolagents\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">Get Viral Video Instantly<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_63e16b-86 > .kt-inside-inner-col,.kadence-column6_63e16b-86 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_63e16b-86 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_63e16b-86 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_63e16b-86 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_63e16b-86 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_63e16b-86{position:relative;}@media all and (max-width: 1024px){.kadence-column6_63e16b-86 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_63e16b-86 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_63e16b-86 inner-column-1\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_c63e69-c3 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_c63e69-c3 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_c63e69-c3 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250%;margin-left:auto;margin-right:auto;padding-top:81px;padding-right:25px;padding-bottom:75px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_c63e69-c3 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_c63e69-c3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_c63e69-c3 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_c63e69-c3 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_c63e69-c3 alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_786273-b2 > .kt-inside-inner-col,.kadence-column6_786273-b2 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_786273-b2 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_786273-b2 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_786273-b2 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_786273-b2 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_786273-b2{position:relative;}@media all and (max-width: 1024px){.kadence-column6_786273-b2 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_786273-b2 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_786273-b2 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_cb2ad0-57, .wp-block-kadence-advancedheading.kt-adv-heading6_cb2ad0-57[data-kb-block=\"kb-adv-heading6_cb2ad0-57\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_cb2ad0-57 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_cb2ad0-57[data-kb-block=\"kb-adv-heading6_cb2ad0-57\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_cb2ad0-57 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_cb2ad0-57\">Ai code Smolagents | FAST&amp;FREE<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">R\u00e9alis\u00e9 par Together AI et LlamaCoder <\/h3>\n\n\n\n<iframe\n\tsrc=\"https:\/\/llamacoder.together.ai\/\"\n\tframeborder=\"0\"\n\twidth=\"100%\"\n\theight=\"600px\"\n><\/iframe>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_14281e-69{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:center;align-items:center;}.kt-btns6_14281e-69 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_14281e-69 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_14281e-69 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_14281e-69\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_fa78c7-0f.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_fa78c7-0f.kb-button{color:#eee7e7;background:#000000;border-top-left-radius:5px;}@media all and (max-width: 1024px){.kb-btn6_fa78c7-0f.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_fa78c7-0f kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/deepsite.site\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">CLick to Generate Code online with Deepsite \u2192<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col,.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_d4c3b0-f0{position:relative;}@media all and (max-width: 1024px){.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_d4c3b0-f0 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_d4c3b0-f0 inner-column-1\"><div class=\"kt-inside-inner-col\">\n<style>\n.social-share-container {\n    width: 100%;\n    padding: 10px;\n    box-sizing: border-box;\n}\n\n.share-buttons {\n    display: flex;\n    flex-wrap: wrap;\n    justify-content: center;\n    gap: 8px;\n    width: 100%;\n}\n\n.share-btn {\n    display: flex;\n    align-items: center;\n    justify-content: center;\n    padding: 8px 15px;\n    border-radius: 8px;\n    border: none;\n    cursor: pointer;\n    transition: all 0.3s ease;\n    flex: 1;\n    min-width: 100px;\n    max-width: 150px;\n}\n\n\/* \u9ed8\u8ba4\u989c\u8272\u8bbe\u7f6e *\/\n.share-btn[data-network=\"facebook\"] { \n    background: #1877f2;\n}\n.share-btn[data-network=\"twitter\"] { \n    background: #1da1f2;\n}\n.share-btn[data-network=\"email\"] { \n    background: #ea4335;\n}\n.share-btn[data-network=\"linkedin\"] { \n    background: #0a66c2;\n}\n.share-btn[data-network=\"reddit\"] { \n    background: #ff4500;\n}\n.share-btn[data-network=\"sharethis\"] { \n    background: #95D03A;\n}\n\n\/* \u60ac\u505c\u6548\u679c *\/\n.share-btn:hover {\n    transform: translateY(-2px);\n    box-shadow: 0 4px 12px rgba(0, 0, 0, 0.15);\n    opacity: 0.9;\n}\n\n@media (max-width: 768px) {\n    .share-btn {\n        min-width: calc(33.33% - 8px);\n        max-width: none;\n    }\n}\n\n@media (max-width: 480px) {\n    .share-btn {\n        min-width: calc(50% - 8px);\n        max-width: none;\n    }\n}\n\n@media (max-width: 320px) {\n    .share-btn {\n        min-width: 100%;\n    }\n}\n\n.share-btn img {\n    width: 20px;\n    height: 20px;\n    margin-right: 8px;\n    filter: brightness(0) invert(1);  \/* \u5c06\u56fe\u6807\u6539\u4e3a\u767d\u8272 *\/\n}\n\n.share-btn span {\n    font-family: 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<span>Courriel<\/span>\n        <\/button>\n        <button class=\"share-btn\" data-network=\"linkedin\">\n            <img decoding=\"async\" alt=\"linkedin sharing button\" src=\"https:\/\/platform-cdn.sharethis.com\/img\/linkedin.svg\">\n            <span>Share<\/span>\n        <\/button>\n        <button class=\"share-btn\" data-network=\"reddit\">\n            <img decoding=\"async\" alt=\"reddit sharing button\" src=\"https:\/\/platform-cdn.sharethis.com\/img\/reddit.svg\">\n            <span>Share<\/span>\n        <\/button>\n        <button class=\"share-btn\" data-network=\"sharethis\">\n            <img decoding=\"async\" alt=\"sharethis sharing button\" src=\"https:\/\/platform-cdn.sharethis.com\/img\/sharethis.svg\">\n            <span>Share<\/span>\n        <\/button>\n    <\/div>\n<\/div>\n\n<script>\ndocument.addEventListener('DOMContentLoaded', function() {\n    const shareButtons = document.querySelectorAll('.share-btn');\n    \n    \/\/ 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`https:\/\/www.linkedin.com\/sharing\/share-offsite\/?url=${encodeURIComponent(shareData.url)}`;\n                    break;\n                case 'reddit':\n                    shareUrl = `https:\/\/reddit.com\/submit?url=${encodeURIComponent(shareData.url)}&title=${encodeURIComponent(shareData.title)}`;\n                    break;\n                case 'email':\n                    shareUrl = `mailto:?subject=${encodeURIComponent(shareData.title)}&body=${encodeURIComponent(shareData.url)}`;\n                    break;\n                case 'sharethis':\n                    \/\/ \u5982\u679c\u6d4f\u89c8\u5668\u652f\u6301 Web Share API\n                    if (navigator.share) {\n                        try {\n                            await navigator.share(shareData);\n                            return;\n                        } catch (err) {\n                            console.log('Error sharing:', err);\n                        }\n                    }\n                    \/\/ \u5982\u679c\u4e0d\u652f\u6301\u6216\u5931\u8d25\uff0c\u6253\u5f00\u4e00\u4e2a\u901a\u7528\u5206\u4eab\u5bf9\u8bdd\u6846\n                    shareUrl = `https:\/\/sharethis.com\/share?url=${encodeURIComponent(shareData.url)}&title=${encodeURIComponent(shareData.title)}`;\n                    break;\n            }\n\n            \/\/ \u6253\u5f00\u5206\u4eab\u7a97\u53e3\n            if (network === 'email') {\n                window.location.href = shareUrl;\n            } else {\n                window.open(shareUrl, '_blank', 'width=600,height=400,location=0,menubar=0');\n            }\n        });\n    });\n});\n<\/script>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_9c260e-e8 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_9c260e-e8 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_9c260e-e8 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250%;margin-left:auto;margin-right:auto;padding-top:81px;padding-right:25px;padding-bottom:75px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_9c260e-e8 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_9c260e-e8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_9c260e-e8 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_9c260e-e8 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_9c260e-e8 alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_6e32eb-ad > .kt-inside-inner-col,.kadence-column6_6e32eb-ad > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_6e32eb-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_6e32eb-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_6e32eb-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_6e32eb-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_6e32eb-ad{position:relative;}@media all and (max-width: 1024px){.kadence-column6_6e32eb-ad > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_6e32eb-ad > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_6e32eb-ad inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_b3e46a-77, .wp-block-kadence-advancedheading.kt-adv-heading6_b3e46a-77[data-kb-block=\"kb-adv-heading6_b3e46a-77\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_b3e46a-77 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_b3e46a-77[data-kb-block=\"kb-adv-heading6_b3e46a-77\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_b3e46a-77 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_b3e46a-77\">smolagents and tools gallery<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">best smolagents in huggingface<\/h3>\n\n\n\n<iframe\n\tsrc=\"https:\/\/davidberenstein1957-smolagents-and-tools.static.hf.space\"\n\tframeborder=\"0\"\n\twidth=\"100%\"\n\theight=\"1500\"\n><\/iframe>\n<\/div><\/div>\n\n\n<style>.kadence-column6_3c47d8-dd > .kt-inside-inner-col,.kadence-column6_3c47d8-dd > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_3c47d8-dd > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_3c47d8-dd > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_3c47d8-dd > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_3c47d8-dd > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_3c47d8-dd{position:relative;}@media all and (max-width: 1024px){.kadence-column6_3c47d8-dd > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_3c47d8-dd > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_3c47d8-dd inner-column-1\"><div class=\"kt-inside-inner-col\"><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_9e3283-26 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_9e3283-26 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_9e3283-26 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250px;margin-left:auto;margin-right:auto;padding-top:81px;padding-right:25px;padding-bottom:110px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_9e3283-26 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_9e3283-26 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_9e3283-26 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_9e3283-26 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_9e3283-26 alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_f7db7a-25 > .kt-inside-inner-col,.kadence-column6_f7db7a-25 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_f7db7a-25 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_f7db7a-25 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_f7db7a-25 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_f7db7a-25 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_f7db7a-25{position:relative;}@media all and (max-width: 1024px){.kadence-column6_f7db7a-25 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_f7db7a-25 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_f7db7a-25 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_3cf3be-86, .wp-block-kadence-advancedheading.kt-adv-heading6_3cf3be-86[data-kb-block=\"kb-adv-heading6_3cf3be-86\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_3cf3be-86 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_3cf3be-86[data-kb-block=\"kb-adv-heading6_3cf3be-86\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_3cf3be-86 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_3cf3be-86\">&nbsp;Qu'est-ce qu'un agent ?<\/h2>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">Les agents d'intelligence artificielle sont&nbsp;<strong>les programmes dans lesquels les r\u00e9sultats du programme d'\u00e9ducation et de formation tout au long de la vie contr\u00f4lent le flux de travail<\/strong>.<\/h3>\n\n\n\n<p>Le tableau montre comment l'agence varie d'un syst\u00e8me \u00e0 l'autre :<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Niveau de l'agence<\/th><th>Description<\/th><th>Comment cela s'appelle-t-il ?<\/th><th>Exemple de mod\u00e8le<\/th><\/tr><\/thead><tbody><tr><td>\u2606\u2606\u2606<\/td><td>Les r\u00e9sultats du LLM n'ont pas d'impact sur le d\u00e9roulement du programme<\/td><td>Processeur simple<\/td><td><code>process_llm_output(llm_response)<\/code><\/td><\/tr><tr><td>\u2605\u2606\u2606<\/td><td>La sortie LLM d\u00e9termine le flux de contr\u00f4le de base<\/td><td>Routeur<\/td><td><code>if llm_decision() : path_a() else : path_b()<\/code><\/td><\/tr><tr><td>\u2605\u2605\u2606<\/td><td>La sortie LLM d\u00e9termine l'ex\u00e9cution de la fonction<\/td><td>Appel d'outil<\/td><td><code>run_function(llm_chosen_tool, llm_chosen_args)<\/code><\/td><\/tr><tr><td>\u2605\u2605\u2605<\/td><td>La sortie LLM contr\u00f4le l'it\u00e9ration et la poursuite du programme<\/td><td>Agent en plusieurs \u00e9tapes<\/td><td><code>while llm_should_continue() : execute_next_step()<\/code><\/td><\/tr><tr><td>\u2605\u2605\u2605<\/td><td>Un flux de travail agentique peut d\u00e9marrer un autre flux de travail agentique.<\/td><td>Multi-agents<\/td><td><code>if llm_trigger() : execute_agent()<\/code><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column6_4b2309-4f > .kt-inside-inner-col,.kadence-column6_4b2309-4f > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_4b2309-4f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_4b2309-4f > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_4b2309-4f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_4b2309-4f > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_4b2309-4f{position:relative;}@media all and (max-width: 1024px){.kadence-column6_4b2309-4f > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_4b2309-4f > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_4b2309-4f inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_06536a-e5, .wp-block-kadence-advancedheading.kt-adv-heading6_06536a-e5[data-kb-block=\"kb-adv-heading6_06536a-e5\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_06536a-e5 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_06536a-e5[data-kb-block=\"kb-adv-heading6_06536a-e5\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_06536a-e5 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_06536a-e5\">Fonctionnalit\u00e9 de SmolAgents<\/h2>\n\n\n\n<p>\ud83e\udd17 <strong>Smolagents<\/strong> est un cadre minimaliste d'agent d'IA d\u00e9velopp\u00e9 par l'\u00e9quipe Hugging Face, con\u00e7u pour permettre aux d\u00e9veloppeurs de d\u00e9ployer des agents robustes avec seulement quelques lignes de code. En embrassant la simplicit\u00e9 et l'efficacit\u00e9, smolagents permet aux grands mod\u00e8les de langage (LLM) d'interagir de mani\u00e8re transparente avec le monde r\u00e9el.<\/p>\n\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6_3d7027-36{margin-top:40px;}.kb-row-layout-id6_3d7027-36 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_3d7027-36 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_3d7027-36 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-row-layout-id6_3d7027-36 > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id6_3d7027-36 > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id6_3d7027-36 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 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.kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_2d95f0-2c > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_2d95f0-2c > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_2d95f0-2c > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_2d95f0-2c{position:relative;}@media all and (max-width: 1024px){.kadence-column6_2d95f0-2c > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_2d95f0-2c > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_2d95f0-2c inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_c2a5e0-be .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box6_c2a5e0-be 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.kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}}@media all and (max-width: 1024px){.kt-info-box6_c2a5e0-be .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}@media all and (max-width: 767px){.kt-info-box6_c2a5e0-be .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_c2a5e0-be .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box6_c2a5e0-be\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_layout kt-info-svg-icon\"><svg viewbox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><rect x=\"3\" y=\"3\" width=\"18\" height=\"18\" rx=\"2\" ry=\"2\"\/><line x1=\"3\" y1=\"9\" x2=\"21\" y2=\"9\"\/><line x1=\"9\" y1=\"21\" x2=\"9\" y2=\"9\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\">Simplicit\u00e9<\/h2><p class=\"kt-blocks-info-box-text\"><strong>Base de code compacte<\/strong>: Avec environ 1 000 lignes de code de base en&nbsp;<code>agents.py<\/code>smolagents r\u00e9duit les abstractions au minimum pour faciliter le d\u00e9veloppement.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_fa732a-fb > .kt-inside-inner-col,.kadence-column6_fa732a-fb > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_fa732a-fb > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_fa732a-fb > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_fa732a-fb > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_fa732a-fb > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_fa732a-fb{position:relative;}@media all and (max-width: 1024px){.kadence-column6_fa732a-fb > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_fa732a-fb > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_fa732a-fb inner-column-2\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_a907ac-6a 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24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 11.08V12a10 10 0 1 1-5.93-9.14\"\/><polyline points=\"22 4 12 14.01 9 11.01\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\"><strong>Convivialit\u00e9<\/strong><\/h2><p class=\"kt-blocks-info-box-text\">Les d\u00e9veloppeurs peuvent rapidement d\u00e9finir des agents, fournir les outils n\u00e9cessaires et les ex\u00e9cuter imm\u00e9diatement sans configuration complexe.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_00a0d9-74 > .kt-inside-inner-col,.kadence-column6_00a0d9-74 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_00a0d9-74 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_00a0d9-74 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_00a0d9-74 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_00a0d9-74 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_00a0d9-74{position:relative;}@media all and (max-width: 1024px){.kadence-column6_00a0d9-74 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_00a0d9-74 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_00a0d9-74 inner-column-3\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box6_b51a13-10 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.kt-blocks-info-box-media-container{margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-media .kadence-info-box-image-intrisic img{border-radius:100px;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-media{color:#ffffff;background:var(--global-palette1, #3182CE);border-color:#444444;}.kt-info-box6_b51a13-10 .kt-infobox-textcontent h2.kt-blocks-info-box-title{color:var(--global-palette3, #1A202C);font-size:24px;font-style:normal;font-weight:normal;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:5px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover h2.kt-blocks-info-box-title{color:var(--global-palette3, #1A202C);}.kt-info-box6_b51a13-10 .kt-infobox-textcontent .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.wp-block-kadence-infobox.kt-info-box6_b51a13-10 .kt-blocks-info-box-text{font-size:16px;font-style:normal;font-weight:normal;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.kt-info-box6_b51a13-10 .kt-blocks-info-box-learnmore{background:transparent;border-color:#555555;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-learnmore,.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap .kt-blocks-info-box-learnmore:focus{color:#ffffff;background:#444444;border-color:#444444;}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}@media all and (max-width: 1024px){.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}}@media all and (max-width: 1024px){.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}@media all and (max-width: 767px){.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_b51a13-10 .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box6_b51a13-10\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fas_mobile kt-info-svg-icon\"><svg viewbox=\"0 0 320 512\"  fill=\"currentColor\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M272 0H48C21.5 0 0 21.5 0 48v416c0 26.5 21.5 48 48 48h224c26.5 0 48-21.5 48-48V48c0-26.5-21.5-48-48-48zM160 480c-17.7 0-32-14.3-32-32s14.3-32 32-32 32 14.3 32 32-14.3 32-32 32z\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\"><strong>Agents du code<\/strong><\/h2><p class=\"kt-blocks-info-box-text\">&nbsp;smolagents se concentre sur&nbsp;<strong>agents de code<\/strong>o\u00f9 les agents \u00e9crivent et ex\u00e9cutent des extraits de code Python pour effectuer des actions, au lieu de g\u00e9n\u00e9rer des actions sous forme de JSON ou de blocs de texte.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-wrap.wp-block-kadence-rowlayout.kb-row-layout-id6_524bfe-ac{margin-top:30px;}.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id6_524bfe-ac > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id6_524bfe-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_524bfe-ac alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col,.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_d4d2aa-f7{position:relative;}@media all and (max-width: 1024px){.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_d4d2aa-f7 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_d4d2aa-f7 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;background:var(--global-palette9, #ffffff);padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;}.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap:hover{background:var(--global-palette9, #ffffff);}.kt-info-box6_19fbb1-6c .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box6_19fbb1-6c .kt-info-svg-icon-flip, 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.kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-learnmore,.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap .kt-blocks-info-box-learnmore:focus{color:#ffffff;background:#444444;border-color:#444444;}.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}@media all and (max-width: 1024px){.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}}@media all and (max-width: 1024px){.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}@media all and (max-width: 767px){.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_19fbb1-6c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box6_19fbb1-6c\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_gitPullRequest kt-info-svg-icon\"><svg viewbox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><circle cx=\"18\" cy=\"18\" r=\"3\"\/><circle cx=\"6\" cy=\"6\" r=\"3\"\/><path d=\"M13 6h3a2 2 0 0 1 2 2v7\"\/><line x1=\"6\" y1=\"9\" x2=\"6\" y2=\"21\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\"><strong>Haute efficacit\u00e9<\/strong><\/h2><p class=\"kt-blocks-info-box-text\">Par rapport aux m\u00e9thodes d'appel d'outils standard, les agents de code offrent une efficacit\u00e9 et une pr\u00e9cision accrues, r\u00e9duisant les \u00e9tapes et les appels LLM d'environ 30%, et r\u00e9alisant des performances sup\u00e9rieures sur des rep\u00e8res complexes.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_dec2e8-d3 > .kt-inside-inner-col,.kadence-column6_dec2e8-d3 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_dec2e8-d3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_dec2e8-d3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_dec2e8-d3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_dec2e8-d3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_dec2e8-d3{position:relative;}@media all and (max-width: 1024px){.kadence-column6_dec2e8-d3 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_dec2e8-d3 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_dec2e8-d3 inner-column-2\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;background:var(--global-palette9, #ffffff);padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover{background:var(--global-palette9, #ffffff);}.kt-info-box6_5a4f1a-5c .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box6_5a4f1a-5c 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#1A202C);font-size:24px;font-style:normal;font-weight:normal;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:5px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover h2.kt-blocks-info-box-title{color:var(--global-palette3, #1A202C);}.kt-info-box6_5a4f1a-5c .kt-infobox-textcontent .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.wp-block-kadence-infobox.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-text{font-size:16px;font-style:normal;font-weight:normal;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-learnmore{background:transparent;border-color:#555555;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-learnmore,.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap .kt-blocks-info-box-learnmore:focus{color:#ffffff;background:#444444;border-color:#444444;}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}@media all and (max-width: 1024px){.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}}@media all and (max-width: 1024px){.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}@media all and (max-width: 767px){.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_5a4f1a-5c .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box6_5a4f1a-5c\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_bell kt-info-svg-icon\"><svg viewbox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><path d=\"M22 17H2a3 3 0 0 0 3-3V9a7 7 0 0 1 14 0v5a3 3 0 0 0 3 3zm-8.27 4a2 2 0 0 1-3.46 0\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\"><strong>Ex\u00e9cution s\u00e9curis\u00e9e<\/strong><\/h2><p class=\"kt-blocks-info-box-text\">&nbsp;Pour garantir une ex\u00e9cution s\u00fbre du code, smolagents prend en charge l'ex\u00e9cution du code dans des environnements de type \"bac \u00e0 sable\" (sandbox) tels que&nbsp;<strong>E2B<\/strong>Le syst\u00e8me de gestion de l'information de l'Union europ\u00e9enne (UE) permet de cr\u00e9er un espace prot\u00e9g\u00e9 et isol\u00e9 pour l'ex\u00e9cution des t\u00e2ches.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_a70e4e-03 > .kt-inside-inner-col,.kadence-column6_a70e4e-03 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_a70e4e-03 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_a70e4e-03 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_a70e4e-03 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_a70e4e-03 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_a70e4e-03{position:relative;}@media all and (max-width: 1024px){.kadence-column6_a70e4e-03 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_a70e4e-03 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_a70e4e-03 inner-column-3\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-column.kb-section-dir-horizontal > .kt-inside-inner-col > .kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap{max-width:unset;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;background:var(--global-palette9, #ffffff);padding-top:30px;padding-right:30px;padding-bottom:30px;padding-left:30px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover{background:var(--global-palette9, #ffffff);}.kt-info-box6_7771ba-3a .kadence-info-box-icon-container .kt-info-svg-icon, .kt-info-box6_7771ba-3a .kt-info-svg-icon-flip, .kt-info-box6_7771ba-3a .kt-blocks-info-box-number{font-size:40px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-media{color:#ffffff;background:var(--global-palette1, #3182CE);border-color:#444444;border-radius:100px;border-top-width:0px;border-right-width:0px;border-bottom-width:0px;border-left-width:0px;padding-top:15px;padding-right:15px;padding-bottom:15px;padding-left:15px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-media-container{margin-top:0px;margin-right:0px;margin-bottom:20px;margin-left:0px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-media .kadence-info-box-image-intrisic img{border-radius:100px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-media{color:#ffffff;background:var(--global-palette1, #3182CE);border-color:#444444;}.kt-info-box6_7771ba-3a .kt-infobox-textcontent h2.kt-blocks-info-box-title{color:var(--global-palette3, #1A202C);font-size:24px;font-style:normal;font-weight:normal;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;margin-top:5px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover h2.kt-blocks-info-box-title{color:var(--global-palette3, #1A202C);}.kt-info-box6_7771ba-3a .kt-infobox-textcontent .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.wp-block-kadence-infobox.kt-info-box6_7771ba-3a .kt-blocks-info-box-text{font-size:16px;font-style:normal;font-weight:normal;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-text{color:var(--global-palette5, #4A5568);}.kt-info-box6_7771ba-3a .kt-blocks-info-box-learnmore{background:transparent;border-color:#555555;border-width:0px 0px 0px 0px;padding-top:4px;padding-right:8px;padding-bottom:4px;padding-left:8px;margin-top:10px;margin-right:0px;margin-bottom:10px;margin-left:0px;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover .kt-blocks-info-box-learnmore,.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap .kt-blocks-info-box-learnmore:focus{color:#ffffff;background:#444444;border-color:#444444;}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}@media all and (max-width: 1024px){.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}}@media all and (max-width: 1024px){.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}@media all and (max-width: 767px){.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap{box-shadow:0px 0px 30px 0px rgba(0, 0, 0, 0.03);}.kt-info-box6_7771ba-3a .kt-blocks-info-box-link-wrap:hover{box-shadow:0px 0px 40px 0px rgba(0, 0, 0, 0.07);}}<\/style>\n<div class=\"wp-block-kadence-infobox kt-info-box6_7771ba-3a\"><span class=\"kt-blocks-info-box-link-wrap info-box-link kt-blocks-info-box-media-align-top kt-info-halign-center\"><div class=\"kt-blocks-info-box-media-container\"><div class=\"kt-blocks-info-box-media kt-info-media-animate-none\"><div class=\"kadence-info-box-icon-container kt-info-icon-animate-none\"><div class=\"kadence-info-box-icon-inner-container\"><span class=\"kb-svg-icon-wrap kb-svg-icon-fe_plusCircle kt-info-svg-icon\"><svg viewbox=\"0 0 24 24\"  fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"  aria-hidden=\"true\"><circle cx=\"12\" cy=\"12\" r=\"10\"\/><line x1=\"12\" y1=\"8\" x2=\"12\" y2=\"16\"\/><line x1=\"8\" y1=\"12\" x2=\"16\" y2=\"12\"\/><\/svg><\/span><\/div><\/div><\/div><\/div><div class=\"kt-infobox-textcontent\"><h2 class=\"kt-blocks-info-box-title\"><strong> Divers LLM<\/strong><\/h2><p class=\"kt-blocks-info-box-text\">&nbsp;smolagents s'int\u00e8gre sans effort \u00e0 n'importe quel grand mod\u00e8le de langage, y compris les mod\u00e8les h\u00e9berg\u00e9s sur le Hugging Face Hub via Transformers, ainsi que les mod\u00e8les d'OpenAI, d'Anthropic et d'autres gr\u00e2ce \u00e0 l'int\u00e9gration de LiteLLM.<\/p><\/div><\/span><\/div>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_f3d5fc-88 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_f3d5fc-88 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_f3d5fc-88 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250px;margin-left:auto;margin-right:auto;padding-top:80px;padding-right:25px;padding-bottom:80px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_f3d5fc-88 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_f3d5fc-88 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6_f3d5fc-88 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_f3d5fc-88 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_469794-e5 > .kt-inside-inner-col,.kadence-column6_469794-e5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_469794-e5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_469794-e5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_469794-e5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_469794-e5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_469794-e5{position:relative;}@media all and (max-width: 1024px){.kadence-column6_469794-e5 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_469794-e5 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_469794-e5 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id6_d5044c-ed > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id6_d5044c-ed > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id6_d5044c-ed > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:24px;padding-bottom:40px;min-height:450px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_d5044c-ed > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_d5044c-ed > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_d5044c-ed > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_d5044c-ed alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle\">\n<style>.kadence-column6_0012f4-8a > .kt-inside-inner-col,.kadence-column6_0012f4-8a > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_0012f4-8a > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_0012f4-8a > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_0012f4-8a > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_0012f4-8a > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_0012f4-8a{position:relative;}@media all and (max-width: 1024px){.kadence-column6_0012f4-8a > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_0012f4-8a > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_0012f4-8a inner-column-1\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"727\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/GgshUR1XMAAhbp3-1024x727.jpg\" alt=\"\" class=\"wp-image-511\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/GgshUR1XMAAhbp3-1024x727.jpg 1024w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/GgshUR1XMAAhbp3-300x213.jpg 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/GgshUR1XMAAhbp3-768x545.jpg 768w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/GgshUR1XMAAhbp3.jpg 1508w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column6_9f4023-83 > .kt-inside-inner-col{padding-top:0px;padding-right:30px;padding-bottom:0px;padding-left:50px;}.kadence-column6_9f4023-83 > .kt-inside-inner-col,.kadence-column6_9f4023-83 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_9f4023-83 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_9f4023-83 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_9f4023-83 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_9f4023-83 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_9f4023-83{position:relative;}@media all and (max-width: 1024px){.kadence-column6_9f4023-83 > .kt-inside-inner-col{padding-top:0px;padding-right:30px;padding-bottom:0px;padding-left:0px;flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_9f4023-83 > .kt-inside-inner-col{padding-top:0px;padding-right:10px;padding-bottom:0px;padding-left:10px;flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_9f4023-83 inner-column-2\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_f50dcf-2e, .wp-block-kadence-advancedheading.kt-adv-heading6_f50dcf-2e[data-kb-block=\"kb-adv-heading6_f50dcf-2e\"]{text-align:left;font-size:30px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_f50dcf-2e mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_f50dcf-2e[data-kb-block=\"kb-adv-heading6_f50dcf-2e\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_f50dcf-2e wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_f50dcf-2e\">SmolAgents :Int\u00e9gration avec Hugging Face Hub<\/h2>\n\n\n\n<p style=\"font-size:20px\"><strong>Outils de partage et de chargement<\/strong>: L'int\u00e9gration pouss\u00e9e avec le Hugging Face Hub permet aux d\u00e9veloppeurs de partager et d'importer facilement des outils, favorisant ainsi la collaboration et le partage au sein de la communaut\u00e9.<\/p>\n\n\n\n<p style=\"font-size:20px\"><strong>Croissance de l'\u00e9cosyst\u00e8me<\/strong>: En s'appuyant sur les capacit\u00e9s du Hub, smolagents s'enrichit continuellement de nouvelles fonctionnalit\u00e9s et de nouveaux outils, offrant ainsi un potentiel de d\u00e9veloppement illimit\u00e9.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_f6d688-99{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6_f6d688-99 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_f6d688-99 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_f6d688-99 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_f6d688-99\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_07436d-e2.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_07436d-e2.kb-button{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}@media all and (max-width: 1024px){.kb-btn6_07436d-e2.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_07436d-e2 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/smolagents.org\/fr\/video-guides-about-smolagent\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">En savoir plus&gt;<\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:40px;padding-bottom:40px;min-height:450px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(1){order:2;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(2){order:1;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(3){order:12;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(4){order:11;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(5){order:22;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(6){order:21;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(7){order:32;}.kb-row-layout-id6_7c2ac0-e9 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(8){order:31;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_7c2ac0-e9 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle\">\n<style>.kadence-column6_6be8ec-01 > .kt-inside-inner-col{padding-top:0px;padding-right:50px;padding-bottom:0px;padding-left:30px;}.kadence-column6_6be8ec-01 > .kt-inside-inner-col,.kadence-column6_6be8ec-01 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_6be8ec-01 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_6be8ec-01 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_6be8ec-01 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_6be8ec-01 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_6be8ec-01{position:relative;}@media all and (max-width: 1024px){.kadence-column6_6be8ec-01 > .kt-inside-inner-col{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:30px;flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_6be8ec-01 > .kt-inside-inner-col{padding-top:0px;padding-right:10px;padding-bottom:0px;padding-left:10px;flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_6be8ec-01 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_d1828a-53, .wp-block-kadence-advancedheading.kt-adv-heading6_d1828a-53[data-kb-block=\"kb-adv-heading6_d1828a-53\"]{text-align:left;font-size:30px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_d1828a-53 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_d1828a-53[data-kb-block=\"kb-adv-heading6_d1828a-53\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_d1828a-53 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_d1828a-53\">Soutien aux agents traditionnels d'appel d'outils<\/h2>\n\n\n\n<p style=\"font-size:20px\"><strong>Vari\u00e9t\u00e9 de choix<\/strong>: Outre les agents de codage, smolagents prend \u00e9galement en charge les agents de codage traditionnels.&nbsp;<strong>agents d'appel des outils<\/strong>o\u00f9 les actions sont \u00e9crites sous forme de JSON ou de blocs de texte, en fonction de sc\u00e9narios et d'exigences sp\u00e9cifiques.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_eaa9e6-94{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6_eaa9e6-94 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_eaa9e6-94 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_eaa9e6-94 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_eaa9e6-94\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_3f8b3a-c7.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_3f8b3a-c7.kb-button{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}@media all and (max-width: 1024px){.kb-btn6_3f8b3a-c7.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_3f8b3a-c7 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/smolagents.org\/fr\/video-guides-about-smolagent\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">En savoir plus&gt;<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_caeab3-7b > .kt-inside-inner-col,.kadence-column6_caeab3-7b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_caeab3-7b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_caeab3-7b > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_caeab3-7b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_caeab3-7b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_caeab3-7b{position:relative;}@media all and (max-width: 1024px){.kadence-column6_caeab3-7b > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_caeab3-7b > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_caeab3-7b inner-column-2\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"435\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-1024x435.png\" alt=\"\" class=\"wp-image-503\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-1024x435.png 1024w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-300x127.png 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-768x326.png 768w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-1536x653.png 1536w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/code_vs_json_actions-2048x870.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_12e89a-74 > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id6_12e89a-74 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id6_12e89a-74 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:40px;padding-bottom:40px;min-height:450px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_12e89a-74 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_12e89a-74 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_12e89a-74 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_12e89a-74 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle\">\n<style>.kadence-column6_3dca7f-ad > .kt-inside-inner-col,.kadence-column6_3dca7f-ad > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_3dca7f-ad > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_3dca7f-ad > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_3dca7f-ad > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_3dca7f-ad > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_3dca7f-ad{position:relative;}@media all and (max-width: 1024px){.kadence-column6_3dca7f-ad > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_3dca7f-ad > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_3dca7f-ad inner-column-1\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"678\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Snipaste_2025-01-10_22-15-11-1024x678.png\" alt=\"\" class=\"wp-image-515\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Snipaste_2025-01-10_22-15-11-1024x678.png 1024w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Snipaste_2025-01-10_22-15-11-300x199.png 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Snipaste_2025-01-10_22-15-11-768x508.png 768w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Snipaste_2025-01-10_22-15-11.png 1248w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div><\/div>\n\n\n<style>.kadence-column6_0e2b93-4e > .kt-inside-inner-col{padding-top:0px;padding-right:30px;padding-bottom:0px;padding-left:50px;}.kadence-column6_0e2b93-4e > .kt-inside-inner-col,.kadence-column6_0e2b93-4e > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_0e2b93-4e > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_0e2b93-4e > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_0e2b93-4e > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_0e2b93-4e > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_0e2b93-4e{position:relative;}@media all and (max-width: 1024px){.kadence-column6_0e2b93-4e > .kt-inside-inner-col{padding-top:0px;padding-right:30px;padding-bottom:0px;padding-left:0px;flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_0e2b93-4e > .kt-inside-inner-col{padding-top:0px;padding-right:10px;padding-bottom:0px;padding-left:10px;flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_0e2b93-4e inner-column-2\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_16741c-81, .wp-block-kadence-advancedheading.kt-adv-heading6_16741c-81[data-kb-block=\"kb-adv-heading6_16741c-81\"]{text-align:left;font-size:30px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_16741c-81 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_16741c-81[data-kb-block=\"kb-adv-heading6_16741c-81\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_16741c-81 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_16741c-81\"><strong>Raisons d'opter pour le code smolAgents<\/strong><\/h2>\n\n\n\n<p style=\"font-size:20px\"><strong>Composabilit\u00e9 sup\u00e9rieure<\/strong>: Le code prend naturellement en charge l'imbrication et la r\u00e9utilisation des fonctions, ce qui permet l'expression d'une logique complexe.<\/p>\n\n\n\n<p><strong>Traitement efficace des objets<\/strong>: Par rapport \u00e0 JSON, le code simplifie la gestion et le transfert des objets.<\/p>\n\n\n\n<p><strong>Flexibilit\u00e9 ultime<\/strong>: Le code peut repr\u00e9senter n'importe quelle op\u00e9ration qu'un ordinateur peut effectuer, ce qui lui conf\u00e8re une immense polyvalence.<\/p>\n\n\n\n<p style=\"font-size:20px\"><strong>Donn\u00e9es de formation \u00e9tendues<\/strong>: Les LLM ont \u00e9t\u00e9 form\u00e9s sur de grandes quantit\u00e9s de code de haute qualit\u00e9, ce qui a am\u00e9lior\u00e9 leur capacit\u00e9 \u00e0 g\u00e9n\u00e9rer et \u00e0 comprendre le code.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_1a976b-ef{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6_1a976b-ef .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_1a976b-ef .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_1a976b-ef .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_1a976b-ef\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_b40b4a-c7.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_b40b4a-c7.kb-button{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}@media all and (max-width: 1024px){.kb-btn6_b40b4a-c7.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_b40b4a-c7 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/smolagents.org\/fr\/ai-code-smolagents-fastfree\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">Essayez AI Code SmolAgents FREE&gt;<\/span><\/a><\/div>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap{align-content:center;}:where(.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:center;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-lg, 4rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:40px;padding-bottom:40px;min-height:450px;grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_06f8a9-82 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(1){order:2;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(2){order:1;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(3){order:12;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(4){order:11;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(5){order:22;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(6){order:21;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(7){order:32;}.kb-row-layout-id6_06f8a9-82 > .kt-row-column-wrap > .wp-block-kadence-column:nth-child(8){order:31;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_06f8a9-82 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-middle\">\n<style>.kadence-column6_6c283a-ee > .kt-inside-inner-col{padding-top:0px;padding-right:50px;padding-bottom:0px;padding-left:30px;}.kadence-column6_6c283a-ee > .kt-inside-inner-col,.kadence-column6_6c283a-ee > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_6c283a-ee > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_6c283a-ee > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_6c283a-ee > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_6c283a-ee > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_6c283a-ee{position:relative;}@media all and (max-width: 1024px){.kadence-column6_6c283a-ee > .kt-inside-inner-col{padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:30px;flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_6c283a-ee > .kt-inside-inner-col{padding-top:0px;padding-right:10px;padding-bottom:0px;padding-left:10px;flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_6c283a-ee inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_9960ff-cb, .wp-block-kadence-advancedheading.kt-adv-heading6_9960ff-cb[data-kb-block=\"kb-adv-heading6_9960ff-cb\"]{text-align:left;font-size:30px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_9960ff-cb mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_9960ff-cb[data-kb-block=\"kb-adv-heading6_9960ff-cb\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_9960ff-cb wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_9960ff-cb\"><strong>Avantages en termes de performance<\/strong> de smolagents<\/h2>\n\n\n\n<p style=\"font-size:20px\">Dans divers benchmarks, les smolagent utilisant des mod\u00e8les open-source ont \u00e9gal\u00e9 les performances des agents utilisant des mod\u00e8les propri\u00e9taires. Gr\u00e2ce \u00e0 l'efficacit\u00e9 des agents de code et aux progr\u00e8s continus des mod\u00e8les open-source, les d\u00e9veloppeurs peuvent construire des syst\u00e8mes d'agents puissants sans d\u00e9pendre de services ferm\u00e9s.<\/p>\n\n\n<style>.wp-block-kadence-advancedbtn.kb-btns6_550cf7-80{gap:var(--global-kb-gap-xs, 0.5rem );justify-content:flex-start;align-items:center;}.kt-btns6_550cf7-80 .kt-button{font-weight:normal;font-style:normal;}.kt-btns6_550cf7-80 .kt-btn-wrap-0{margin-right:5px;}.wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button{color:#555555;border-color:#555555;}.wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button:focus{color:#ffffff;border-color:#444444;}.wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button::before{display:none;}.wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button:hover, .wp-block-kadence-advancedbtn.kt-btns6_550cf7-80 .kt-btn-wrap-0 .kt-button:focus{background:#444444;}<\/style>\n<div class=\"wp-block-kadence-advancedbtn kb-buttons-wrap kb-btns6_550cf7-80\"><style>ul.menu .wp-block-kadence-advancedbtn .kb-btn6_86e373-a0.kb-button{width:initial;}.wp-block-kadence-advancedbtn .kb-btn6_86e373-a0.kb-button{border-top-left-radius:10px;border-top-right-radius:10px;border-bottom-right-radius:10px;border-bottom-left-radius:10px;}@media all and (max-width: 1024px){.kb-btn6_86e373-a0.kb-button .kb-svg-icon-wrap{display:block;}}<\/style><a class=\"kb-button kt-button button kb-btn6_86e373-a0 kt-btn-size-standard kt-btn-width-type-auto kb-btn-global-fill kt-btn-has-text-true kt-btn-has-svg-false wp-block-kadence-singlebtn\" href=\"https:\/\/smolagents.org\/fr\/video-guides-about-smolagent\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"kt-btn-inner-text\">En savoir plus&gt;<\/span><\/a><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_b2010c-64 > .kt-inside-inner-col,.kadence-column6_b2010c-64 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_b2010c-64 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_b2010c-64 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_b2010c-64 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_b2010c-64 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_b2010c-64{position:relative;}@media all and (max-width: 1024px){.kadence-column6_b2010c-64 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_b2010c-64 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_b2010c-64 inner-column-2\"><div class=\"kt-inside-inner-col\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"850\" height=\"592\" src=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Gg66ZjvaAAAuq8M.png\" alt=\"\" class=\"wp-image-513\" srcset=\"https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Gg66ZjvaAAAuq8M.png 850w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Gg66ZjvaAAAuq8M-300x209.png 300w, https:\/\/smolagents.org\/wp-content\/uploads\/2025\/01\/Gg66ZjvaAAAuq8M-768x535.png 768w\" sizes=\"auto, (max-width: 850px) 100vw, 850px\" \/><\/figure>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_cda043-e5 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_cda043-e5 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_cda043-e5 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250px;margin-left:auto;margin-right:auto;padding-top:150px;padding-right:25px;padding-bottom:110px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_cda043-e5 > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_cda043-e5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_cda043-e5 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_cda043-e5 .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_cda043-e5 alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_82824e-48 > .kt-inside-inner-col,.kadence-column6_82824e-48 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_82824e-48 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_82824e-48 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_82824e-48 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_82824e-48 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_82824e-48{position:relative;}@media all and (max-width: 1024px){.kadence-column6_82824e-48 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_82824e-48 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_82824e-48 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_01802e-fd, .wp-block-kadence-advancedheading.kt-adv-heading6_01802e-fd[data-kb-block=\"kb-adv-heading6_01802e-fd\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_01802e-fd mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_01802e-fd[data-kb-block=\"kb-adv-heading6_01802e-fd\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_01802e-fd wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_01802e-fd\">Exemple d'application des SmolAgents<\/h2>\n\n\n\n<p>Dans Smolagents, les agents sont encapsul\u00e9s dans des classes qui leur permettent d'effectuer des t\u00e2ches sp\u00e9cifiques. Par exemple, un&nbsp;<code>Agent g\u00e9r\u00e9<\/code>&nbsp;peut \u00eatre cr\u00e9\u00e9 pour g\u00e9rer diff\u00e9rentes t\u00e2ches en utilisant diff\u00e9rents types d'agents. Voici un exemple simplifi\u00e9 de la mise en \u0153uvre de deux agents, l'un pour la recherche sur le web et l'autre pour la g\u00e9n\u00e9ration d'images,Voici comment cr\u00e9er un outil personnalis\u00e9 qui r\u00e9cup\u00e8re les temps de trajet \u00e0 partir de Google Maps, et comment l'utiliser dans un agent de planification de voyages :<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from typing import Optional\nfrom smolagents import CodeAgent, HfApiModel, tool\n\n@tool\ndef get_travel_duration(start_location: str, destination_location: str, transportation_mode: Optional&#91;str] = None) -&gt; str:\n    \"\"\"Gets the travel time between two places.\n\n    Args:\n        start_location: the place from which you start your ride\n        destination_location: the place of arrival\n        transportation_mode: The transportation mode, in 'driving', 'walking', 'bicycling', or 'transit'. Defaults to 'driving'.\n    \"\"\"\n    import os   # All imports are placed within the function, to allow for sharing to Hub.\n    import googlemaps\n    from datetime import datetime\n\n    gmaps = googlemaps.Client(os.getenv(\"GMAPS_API_KEY\"))\n\n    if transportation_mode is None:\n        transportation_mode = \"driving\"\n    try:\n        directions_result = gmaps.directions(\n            start_location,\n            destination_location,\n            mode=transportation_mode,\n            departure_time=datetime(2025, 6, 6, 11, 0), # At 11, date far in the future\n        )\n        if len(directions_result) == 0:\n            return \"No way found between these places with the required transportation mode.\"\n        return directions_result&#91;0]&#91;\"legs\"]&#91;0]&#91;\"duration\"]&#91;\"text\"]\n    except Exception as e:\n        print(e)\n        return e\n\nagent = CodeAgent(tools=&#91;get_travel_duration], model=HfApiModel(), additional_authorized_imports=&#91;\"datetime\"])\n\nagent.run(\"Can you give me a nice one-day trip around Paris with a few locations and the times? Could be in the city or outside, but should fit in one day. I'm travelling only with a rented bicycle.\")\n<\/code><\/pre>\n\n\n\n<p>Apr\u00e8s quelques \u00e9tapes de collecte des temps de parcours et de calculs, l'agent vous renvoie cette proposition finale : Itin\u00e9raire d'une journ\u00e9e \u00e0 v\u00e9lo \u00e0 Paris :<\/p>\n\n\n\n<p><br>1. D\u00e9part de la Tour Eiffel \u00e0 9h00.<br>2. Visite de la Tour Eiffel jusqu'\u00e0 10h30.<br>3. Se rendre \u00e0 la cath\u00e9drale Notre-Dame \u00e0 10h46.<br>4. Visite de la cath\u00e9drale Notre-Dame jusqu'\u00e0 12h16.<br>5. Se rendre \u00e0 Montmartre \u00e0 12h41.<br>6. Visite de Montmartre jusqu'\u00e0 14h11.<br>7. Voyage au Jardin du Luxembourg \u00e0 14h33.<br>8. Visite du Jardin du Luxembourg jusqu'\u00e0 16h03.<br>9. Voyage au mus\u00e9e du Louvre \u00e0 16h12.<br>10. Visite du mus\u00e9e du Louvre jusqu'\u00e0 17h42.<br>11. Pause d\u00e9jeuner jusqu'\u00e0 18h12.<br>12. Heure de fin pr\u00e9vue : 18 h 12.<\/p>\n\n\n\n<p>Apr\u00e8s avoir cr\u00e9\u00e9 un outil, il suffit de le partager avec le Hub :<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>get_travel_duration.push_to_hub(\"{votre_nom d'utilisateur}\/get-travel-duration-tool\")<\/code><\/pre>\n<\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_97d9ee-fd > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_97d9ee-fd > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_97d9ee-fd > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:var( --global-content-width, 1290px );padding-left:var(--global-content-edge-padding);padding-right:var(--global-content-edge-padding);padding-top:150px;padding-right:25px;padding-bottom:110px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_97d9ee-fd > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep svg{fill:#ffffff!important;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-top-sep{height:100px;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_97d9ee-fd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_97d9ee-fd > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_97d9ee-fd .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_97d9ee-fd alignnone has-theme-palette8-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top kb-theme-content-width\">\n<style>.kadence-column6_780aeb-e3 > .kt-inside-inner-col,.kadence-column6_780aeb-e3 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_780aeb-e3 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_780aeb-e3 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_780aeb-e3 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_780aeb-e3 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_780aeb-e3{position:relative;}@media all and (max-width: 1024px){.kadence-column6_780aeb-e3 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_780aeb-e3 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_780aeb-e3 inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.wp-block-kadence-advancedheading.kt-adv-heading6_7d0b9d-18, .wp-block-kadence-advancedheading.kt-adv-heading6_7d0b9d-18[data-kb-block=\"kb-adv-heading6_7d0b9d-18\"]{text-align:center;font-size:40px;font-weight:normal;font-style:normal;}.wp-block-kadence-advancedheading.kt-adv-heading6_7d0b9d-18 mark.kt-highlight, .wp-block-kadence-advancedheading.kt-adv-heading6_7d0b9d-18[data-kb-block=\"kb-adv-heading6_7d0b9d-18\"] mark.kt-highlight{font-weight:normal;font-style:normal;color:#f76a0c;-webkit-box-decoration-break:clone;box-decoration-break:clone;padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;}<\/style>\n<h2 class=\"kt-adv-heading6_7d0b9d-18 wp-block-kadence-advancedheading\" data-kb-block=\"kb-adv-heading6_7d0b9d-18\">Ressources de SmolAgents<\/h2>\n\n\n<style>.kb-row-layout-id6_a27bf7-98 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_a27bf7-98 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_a27bf7-98 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_a27bf7-98 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_a27bf7-98 > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_a27bf7-98 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_a27bf7-98 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_ba2584-c5 > .kt-inside-inner-col{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kadence-column6_ba2584-c5 > .kt-inside-inner-col,.kadence-column6_ba2584-c5 > .kt-inside-inner-col:before{border-top-left-radius:20px;border-top-right-radius:20px;border-bottom-right-radius:20px;border-bottom-left-radius:20px;}.kadence-column6_ba2584-c5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_ba2584-c5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_ba2584-c5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_ba2584-c5 > .kt-inside-inner-col{background-color:#cadaeb;}.kadence-column6_ba2584-c5 > .kt-inside-inner-col:before{opacity:0.63;}.kadence-column6_ba2584-c5{position:relative;}@media all and (max-width: 1024px){.kadence-column6_ba2584-c5 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_ba2584-c5 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_ba2584-c5 kb-section-has-link\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading has-text-align-center has-theme-palette-9-background-color has-background\" style=\"border-style:none;border-width:0px;border-radius:20px\">Guides Tours de SmolAgents<\/h3>\n\n\n\n<p class=\"has-text-align-center\">Apprenez les bases et familiarisez-vous avec l'utilisation des agents. Commencez ici si vous utilisez des agents pour la premi\u00e8re fois !<\/p>\n<\/div><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/guided_tour\" class=\"kb-section-link-overlay\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><\/a><\/div>\n\n\n<style>.kadence-column6_410f1b-89 > .kt-inside-inner-col{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kadence-column6_410f1b-89 > .kt-inside-inner-col,.kadence-column6_410f1b-89 > .kt-inside-inner-col:before{border-top-left-radius:20px;border-top-right-radius:20px;border-bottom-right-radius:20px;border-bottom-left-radius:20px;}.kadence-column6_410f1b-89 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_410f1b-89 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_410f1b-89 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_410f1b-89 > .kt-inside-inner-col{background-color:#cadaeb;}.kadence-column6_410f1b-89 > .kt-inside-inner-col:before{opacity:0.63;}.kadence-column6_410f1b-89{position:relative;}@media all and (max-width: 1024px){.kadence-column6_410f1b-89 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_410f1b-89 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_410f1b-89 kb-section-has-link\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading has-text-align-center has-theme-palette-9-background-color has-background\" style=\"border-style:none;border-width:0px;border-radius:20px\">Texte vers SQL de SmolAgents<\/h3>\n\n\n\n<p class=\"has-text-align-center\">Des guides pratiques pour vous aider \u00e0 atteindre un objectif pr\u00e9cis : cr\u00e9er un agent pour g\u00e9n\u00e9rer et tester des requ\u00eates SQL !<\/p>\n<\/div><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/examples\/text_to_sql\" class=\"kb-section-link-overlay\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><\/a><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_c1eca0-4d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_c1eca0-4d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_c1eca0-4d > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:repeat(2, minmax(0, 1fr));}.kb-row-layout-id6_c1eca0-4d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_c1eca0-4d > .kt-row-column-wrap{grid-template-columns:repeat(2, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_c1eca0-4d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_c1eca0-4d alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-2-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_179d6d-a2 > .kt-inside-inner-col{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kadence-column6_179d6d-a2 > .kt-inside-inner-col,.kadence-column6_179d6d-a2 > .kt-inside-inner-col:before{border-top-left-radius:20px;border-top-right-radius:20px;border-bottom-right-radius:20px;border-bottom-left-radius:20px;}.kadence-column6_179d6d-a2 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_179d6d-a2 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_179d6d-a2 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_179d6d-a2 > .kt-inside-inner-col{background-color:#cadaeb;}.kadence-column6_179d6d-a2 > .kt-inside-inner-col:before{opacity:0.63;}.kadence-column6_179d6d-a2{position:relative;}@media all and (max-width: 1024px){.kadence-column6_179d6d-a2 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_179d6d-a2 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_179d6d-a2 kb-section-has-link\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading has-text-align-center has-theme-palette-9-background-color has-background\" style=\"border-style:none;border-width:0px;border-radius:20px\">Introduction \u00e0 SmolAgents<\/h3>\n\n\n\n<p class=\"has-text-align-center\">Des explications de haut niveau pour mieux comprendre les sujets importants.<\/p>\n<\/div><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/conceptual_guides\/intro_agents\" class=\"kb-section-link-overlay\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><\/a><\/div>\n\n\n<style>.kadence-column6_2e1acf-6f > .kt-inside-inner-col{box-shadow:0px 0px 14px 0px rgba(0, 0, 0, 0.2);}.kadence-column6_2e1acf-6f > .kt-inside-inner-col,.kadence-column6_2e1acf-6f > .kt-inside-inner-col:before{border-top-left-radius:20px;border-top-right-radius:20px;border-bottom-right-radius:20px;border-bottom-left-radius:20px;}.kadence-column6_2e1acf-6f > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_2e1acf-6f > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_2e1acf-6f > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_2e1acf-6f > .kt-inside-inner-col{background-color:#cadaeb;}.kadence-column6_2e1acf-6f > .kt-inside-inner-col:before{opacity:0.63;}.kadence-column6_2e1acf-6f{position:relative;}@media all and (max-width: 1024px){.kadence-column6_2e1acf-6f > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_2e1acf-6f > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_2e1acf-6f kb-section-has-link\"><div class=\"kt-inside-inner-col\">\n<h3 class=\"wp-block-heading has-text-align-center has-theme-palette-9-background-color has-background\" style=\"border-style:none;border-width:0px;border-radius:20px\">Construire de bons Smolagents<\/h3>\n\n\n\n<p class=\"has-text-align-center\">Des tutoriels horizontaux qui couvrent les aspects importants des agents de construction.<\/p>\n<\/div><a href=\"https:\/\/huggingface.co\/docs\/smolagents\/tutorials\/building_good_agents\" class=\"kb-section-link-overlay\" target=\"_blank\" rel=\"noopener noreferrer nofollow\"><\/a><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_257a27-ac > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_257a27-ac > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_257a27-ac > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1250px;margin-left:auto;margin-right:auto;padding-top:200px;padding-right:25px;padding-bottom:200px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_257a27-ac > .kt-row-layout-overlay{opacity:0.30;}.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep{height:120px;}.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep svg{width:100%;}.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep svg{fill:var(--global-palette9, #ffffff)!important;}.kb-row-layout-id6_257a27-ac .kt-row-layout-top-sep{height:120px;}.kb-row-layout-id6_257a27-ac .kt-row-layout-top-sep svg{width:100%;}.kb-row-layout-id6_257a27-ac .kt-row-layout-top-sep svg{fill:var(--global-palette9, #ffffff)!important;}@media all and (max-width: 1024px){.kb-row-layout-id6_257a27-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 1024px){.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep{height:px;}}@media all and (max-width: 1024px){.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep svg{width:%;}}@media all and (max-width: 767px){.kb-row-layout-id6_257a27-ac > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep{height:px;}.kb-row-layout-id6_257a27-ac .kt-row-layout-bottom-sep svg{width:%;}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_257a27-ac alignnone has-theme-palette1-background-color kt-row-has-bg wp-block-kadence-rowlayout\"><div class=\"kt-row-layout-top-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-layout-bottom-sep kt-row-sep-type-mtns\"><svg viewbox=\"0 0 1000 100\" preserveaspectratio=\"none\"><path d=\"M1000,50l-182.69,-45.286l-292.031,61.197l-190.875,-41.075l-143.748,28.794l-190.656,-23.63l0,70l1000,0l0,-50Z\" style=\"opacity: 0.4\" \/><path d=\"M1000,57l-152.781,-22.589l-214.383,19.81l-159.318,-21.471l-177.44,25.875l-192.722,5.627l-103.356,-27.275l0,63.023l1000,0l0,-43Z\" \/><\/svg><\/div><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_80a280-56 > .kt-inside-inner-col,.kadence-column6_80a280-56 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_80a280-56 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_80a280-56 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_80a280-56 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_80a280-56 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_80a280-56{position:relative;}@media all and (max-width: 1024px){.kadence-column6_80a280-56 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_80a280-56 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_80a280-56 inner-column-1\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading has-text-align-center has-theme-palette-9-color has-text-color has-link-color has-larger-font-size wp-elements-9e256307e18766d3550d78d387ec98dc\">Qu'est-ce que les gens disent de SmolAgents sur X.com ?<\/h2>\n\n\n<style>.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);}.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}.kb-row-layout-id6_481b6f-0f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}}@media all and (max-width: 1024px){.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap{grid-template-columns:repeat(3, minmax(0, 1fr));}}@media all and (max-width: 767px){.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap > div:not(.added-for-specificity){grid-column:initial;}.kb-row-layout-id6_481b6f-0f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_481b6f-0f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-3-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_d099b7-51 > .kt-inside-inner-col,.kadence-column6_d099b7-51 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_d099b7-51 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_d099b7-51 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_d099b7-51 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_d099b7-51 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_d099b7-51{position:relative;}@media all and (max-width: 1024px){.kadence-column6_d099b7-51 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_d099b7-51 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_d099b7-51\"><div class=\"kt-inside-inner-col\">\n<blockquote class=\"twitter-tweet\" data-media-max-width=\"560\"><p lang=\"en\" dir=\"ltr\">La nouvelle biblioth\u00e8que smolagents publi\u00e9e aujourd'hui par <a href=\"https:\/\/twitter.com\/huggingface?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">@huggingface<\/a> a l'air vraiment impressionnant. <br><br>Combinaison de simplicit\u00e9 (le fichier principal ne fait que ~1000 lignes !) et de fonctionnalit\u00e9 \u00e9valu\u00e9e (soutenant l'approche code-first plut\u00f4t que l'appel direct de fonctions) \ud83d\udd25<br><br>Un fil conducteur (\ud83e\uddf5) <a href=\"https:\/\/t.co\/sKuakggpcM\" target=\"_blank\">pic.twitter.com\/sKuakggpcM<\/a><\/p>- Ben Klieger (@benklieger) <a href=\"https:\/\/twitter.com\/benklieger\/status\/1874201239380254756?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">31 d\u00e9cembre 2024<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n\n\n\n<blockquote class=\"twitter-tweet\" data-media-max-width=\"560\"><p lang=\"en\" dir=\"ltr\">J'ai pass\u00e9 mon week-end \u00e0 me familiariser avec les flux de travail agentiques et \u00e0 jouer avec la biblioth\u00e8que smolagents publi\u00e9e par <a href=\"https:\/\/twitter.com\/huggingface?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">@huggingface<\/a>. Gr\u00e2ce \u00e0 cela, j'ai cr\u00e9\u00e9 un agent assistant de voyage assez sympa (je l'appelle Tracy). <br><br>J'utilise CodeLlama-34b-Instruct-hf pour mes agents LLM dans le backend pour faire un... <a href=\"https:\/\/t.co\/e7GHA7rVlk\" target=\"_blank\">pic.twitter.com\/e7GHA7rVlk<\/a><\/p>- Arnav Jaitly (@arnitly) <a href=\"https:\/\/twitter.com\/arnitly\/status\/1876057060082962907?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">6 janvier 2025<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n\n\n\n<blockquote class=\"twitter-tweet\"><p lang=\"en\" dir=\"ltr\">OK, <a href=\"https:\/\/twitter.com\/huggingface?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">@huggingface<\/a> Je dirais qu'il a r\u00e9ussi avec les smolagent et la d\u00e9finition de leur agent.<br><br>Peut-\u00eatre que les clients ont simplement besoin d'\u00eatre une partie n\u00e9gociatrice et que nous devons continuer \u00e0 investir dans les LLM eux-m\u00eames. J'aime cette clart\u00e9 imm\u00e9diate. <a href=\"https:\/\/t.co\/sD6qMqpzgs\" target=\"_blank\">pic.twitter.com\/sD6qMqpzgs<\/a><\/p>- Gerred (@devgerred) <a href=\"https:\/\/twitter.com\/devgerred\/status\/1874128579052920867?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">31 d\u00e9cembre 2024<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/div>\n\n\n<style>.kadence-column6_678702-91 > .kt-inside-inner-col,.kadence-column6_678702-91 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_678702-91 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_678702-91 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_678702-91 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_678702-91 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_678702-91{position:relative;}@media all and (max-width: 1024px){.kadence-column6_678702-91 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_678702-91 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_678702-91\"><div class=\"kt-inside-inner-col\">\n<blockquote class=\"twitter-tweet\" data-media-max-width=\"560\"><p lang=\"en\" dir=\"ltr\">smolagents est maintenant disponible dans ai-gradio<br><br>pip install ai-gradio[smolagents]==0.2.1<br><br>alors il suffit de faire <br><br>Importation de gradio en tant que gr <br>import ai_gradio <br>gr.load( name='smolagents:meta-llama\/Llama-3.1-8B-Instruct', <br>src=ai_gradio.registry).launch() <a href=\"https:\/\/t.co\/r7vfhrW36l\" target=\"_blank\">pic.twitter.com\/r7vfhrW36l<\/a><\/p>- AK (@_akhaliq) <a href=\"https:\/\/twitter.com\/_akhaliq\/status\/1874163867561218519?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">31 d\u00e9cembre 2024<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n\n\n\n<blockquote class=\"twitter-tweet\"><p lang=\"en\" dir=\"ltr\">Hugging Face a pr\u00e9sent\u00e9 Smolagents, une biblioth\u00e8que con\u00e7ue pour construire des syst\u00e8mes agentiques utilisant de grands mod\u00e8les de langage (LLM). <br><br>Contrairement aux syst\u00e8mes traditionnels bas\u00e9s sur la LLM...<br><br>Afficher plus <a href=\"https:\/\/t.co\/EBEWPBEwAj\" target=\"_blank\">https:\/\/t.co\/EBEWPBEwAj<\/a> <a href=\"https:\/\/t.co\/h2xswDLAxg\" target=\"_blank\">pic.twitter.com\/h2xswDLAxg<\/a><\/p>- Mazhar Choudhry (@mazrnow) <a href=\"https:\/\/twitter.com\/mazrnow\/status\/1875712900746121229?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">5 janvier 2025<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/div>\n\n\n<style>.kadence-column6_462634-0b > .kt-inside-inner-col,.kadence-column6_462634-0b > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_462634-0b > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_462634-0b > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_462634-0b > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_462634-0b > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_462634-0b{position:relative;}@media all and (max-width: 1024px){.kadence-column6_462634-0b > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_462634-0b > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_462634-0b\"><div class=\"kt-inside-inner-col\">\n<blockquote class=\"twitter-tweet\"><p lang=\"en\" dir=\"ltr\">smolagents - construisez vos propres agents Devin en 3 lignes de code avec la recherche ! \ud83d\udd25 <a href=\"https:\/\/t.co\/PPyhbFWN5w\" target=\"_blank\">pic.twitter.com\/PPyhbFWN5w<\/a><\/p>- Vaibhav (VB) Srivastav (@reach_vb) <a href=\"https:\/\/twitter.com\/reach_vb\/status\/1873426462147244080?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">29 d\u00e9cembre 2024<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n\n\n\n<blockquote class=\"twitter-tweet\"><p lang=\"zh\" dir=\"ltr\">Agent \u5143\u5e74\u6765\u52bf\u6c79\u6c79\u554a\uff01\u4e00\u5468\u731b\u6da8 3.9K Star\uff1f \u26a1\ufe0f <a href=\"https:\/\/twitter.com\/huggingface?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">@huggingface<\/a> \u6b63\u5f0f\u53d1\u5e03\u5e76\u5f00\u6e90 smolagents\uff01\ud83d\udd25<br><br>3 \u884c\u4ee3\u7801\u542f\u52a8\u4e00\u4e2a Agent \u5b8c\u6210\u590d\u6742\u5de5\u4f5c\uff0c\u652f\u6301 40+ LLM\uff0c\u652f\u6301\u65e0\u7f1d\u8fde\u63a5 Huggingface hub \u4e0b\u8f7d\u4e00\u4e9b\u81ea\u5b9a\u4e49\u6a21\u578b<br><br>\u4e0d\u4ec5\u662f\u4e00\u4e2a Agent \u6846\u67b6\uff0c\u8fd8\u662f\u4e00\u4e2a\u5c06 HF \u6240\u6709\u6709\u4ef7\u503c\u7684\u5927\u5c0f\u6a21\u578b\u4f5c\u4e3a\u5de5\u5177\u878d\u5165 Agent \u7684\u4f1f\u5927\u5c1d\u8bd5 <a href=\"https:\/\/t.co\/wJZ9ZL8nRT\" target=\"_blank\">pic.twitter.com\/wJZ9ZL8nRT<\/a><\/p>- Tom Huang (@tuturetom) <a href=\"https:\/\/twitter.com\/tuturetom\/status\/1876807803874005137?ref_src=twsrc%5Etfw\" target=\"_blank\" rel=\"noopener\">8 janvier 2025<\/a><\/blockquote> <script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_36f3c1-5d > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_36f3c1-5d > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_36f3c1-5d > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:1200px;margin-left:auto;margin-right:auto;padding-top:80px;padding-right:25px;padding-bottom:80px;padding-left:25px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_36f3c1-5d > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_36f3c1-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6_36f3c1-5d > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_36f3c1-5d alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_c78124-da > .kt-inside-inner-col,.kadence-column6_c78124-da > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_c78124-da > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_c78124-da > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_c78124-da > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_c78124-da > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_c78124-da{position:relative;}@media all and (max-width: 1024px){.kadence-column6_c78124-da > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_c78124-da > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_c78124-da inner-column-1\"><div class=\"kt-inside-inner-col\"><style>.kb-row-layout-id6_38fc26-1f > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_38fc26-1f > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_38fc26-1f > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);padding-top:0px;padding-right:0px;padding-bottom:0px;padding-left:0px;grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_38fc26-1f > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_38fc26-1f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6_38fc26-1f > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_38fc26-1f alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_5a68ba-e8 > .kt-inside-inner-col,.kadence-column6_5a68ba-e8 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_5a68ba-e8 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_5a68ba-e8 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_5a68ba-e8 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_5a68ba-e8 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_5a68ba-e8{position:relative;}@media all and (max-width: 1024px){.kadence-column6_5a68ba-e8 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_5a68ba-e8 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_5a68ba-e8 inner-column-1\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading has-text-align-center has-larger-font-size\">Questions fr\u00e9quemment pos\u00e9es sur les smolagent<\/h2>\n<\/div><\/div>\n\n<\/div><\/div><\/div><\/div>\n\n<\/div><\/div>\n\n<style>.kb-row-layout-id6_4948e0-27 > .kt-row-column-wrap{align-content:start;}:where(.kb-row-layout-id6_4948e0-27 > .kt-row-column-wrap) > .wp-block-kadence-column{justify-content:start;}.kb-row-layout-id6_4948e0-27 > .kt-row-column-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:var(--global-kb-gap-md, 2rem);max-width:60%;margin-left:auto;margin-right:auto;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);grid-template-columns:minmax(0, 1fr);}.kb-row-layout-id6_4948e0-27 > .kt-row-layout-overlay{opacity:0.30;}@media all and (max-width: 1024px){.kb-row-layout-id6_4948e0-27 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}@media all and (max-width: 767px){.kb-row-layout-id6_4948e0-27 > .kt-row-column-wrap{grid-template-columns:minmax(0, 1fr);}}<\/style><div class=\"kb-row-layout-wrap kb-row-layout-id6_4948e0-27 alignnone wp-block-kadence-rowlayout\"><div class=\"kt-row-column-wrap kt-has-1-columns kt-row-layout-equal kt-tab-layout-inherit kt-mobile-layout-row kt-row-valign-top\">\n<style>.kadence-column6_d52f6b-d5 > .kt-inside-inner-col,.kadence-column6_d52f6b-d5 > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_d52f6b-d5 > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_d52f6b-d5 > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_d52f6b-d5 > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_d52f6b-d5 > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_d52f6b-d5{position:relative;}@media all and (max-width: 1024px){.kadence-column6_d52f6b-d5 > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_d52f6b-d5 > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_d52f6b-d5\"><div class=\"kt-inside-inner-col\"><style>.kt-accordion-id6_56549a-08 .kt-accordion-inner-wrap{column-gap:var(--global-kb-gap-md, 2rem);row-gap:10px;}.kt-accordion-id6_56549a-08 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;background:#ffffff;padding-top:var(--global-kb-spacing-sm, 1.5rem);padding-right:var(--global-kb-spacing-sm, 1.5rem);padding-bottom:var(--global-kb-spacing-sm, 1.5rem);padding-left:var(--global-kb-spacing-sm, 1.5rem);}.kt-accordion-id6_56549a-08 .wp-block-kadence-pane .kt-accordion-header-wrap .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:2px solid 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):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger:before, body:not(.hide-focus-outline) .kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion--visible .kt-blocks-accordion-icon-trigger:after, body:not(.hide-focus-outline) .kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header:hover .kt-blocks-accordion-icon-trigger, body:not(.hide-focus-outline) .kt-accordion-id6_56549a-08:not( 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.kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header:focus-visible .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}.kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible, .kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header.kt-accordion-panel-active{color:#444444;background:#ffffff;border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}.kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basiccircle ):not( .kt-accodion-icon-style-xclosecircle ):not( .kt-accodion-icon-style-arrowcircle ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#444444;}.kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger{background:#444444;}.kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:after, .kt-accordion-id6_56549a-08:not( .kt-accodion-icon-style-basic ):not( .kt-accodion-icon-style-xclose ):not( .kt-accodion-icon-style-arrow ) .kt-blocks-accordion-header.kt-accordion-panel-active .kt-blocks-accordion-icon-trigger:before{background:#ffffff;}@media all and (max-width: 1024px){.kt-accordion-id6_56549a-08 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}}@media all and (max-width: 1024px){.kt-accordion-id6_56549a-08 .wp-block-kadence-pane .kt-accordion-header-wrap .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:2px solid #eeeeee;}}@media all and (max-width: 1024px){.kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:hover, body:not(.hide-focus-outline) .kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible{border-top-color:#d4d4d4;border-top-style:solid;border-right-color:#d4d4d4;border-right-style:solid;border-bottom-color:#d4d4d4;border-bottom-style:solid;border-left-color:#d4d4d4;border-left-style:solid;}}@media all and (max-width: 1024px){.kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible, .kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}}@media all and (max-width: 767px){.kt-accordion-id6_56549a-08 .kt-accordion-inner-wrap{display:block;}.kt-accordion-id6_56549a-08 .kt-accordion-inner-wrap .kt-accordion-pane:not(:first-child){margin-top:10px;}.kt-accordion-id6_56549a-08 .kt-accordion-panel-inner{border-top:0px solid transparent;border-right:1px solid transparent;border-bottom:1px solid transparent;border-left:1px solid transparent;}.kt-accordion-id6_56549a-08 .wp-block-kadence-pane .kt-accordion-header-wrap .kt-blocks-accordion-header{border-top:1px solid #eeeeee;border-right:1px solid #eeeeee;border-bottom:1px solid #eeeeee;border-left:2px solid #eeeeee;}.kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:hover, body:not(.hide-focus-outline) .kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible{border-top-color:#d4d4d4;border-top-style:solid;border-right-color:#d4d4d4;border-right-style:solid;border-bottom-color:#d4d4d4;border-bottom-style:solid;border-left-color:#d4d4d4;border-left-style:solid;}.kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header:focus-visible, .kt-accordion-id6_56549a-08 .kt-accordion-header-wrap .kt-blocks-accordion-header.kt-accordion-panel-active{border-top-color:#eeeeee;border-top-style:solid;border-right-color:#eeeeee;border-right-style:solid;border-bottom-color:#eeeeee;border-bottom-style:solid;border-left-color:#0e9cd1;border-left-style:solid;}}<\/style>\n<div class=\"wp-block-kadence-accordion alignnone\"><div class=\"kt-accordion-wrap kt-accordion-id6_56549a-08 kt-accordion-has-10-panes kt-active-pane-0 kt-accordion-block kt-pane-header-alignment-left kt-accodion-icon-style-arrow kt-accodion-icon-side-right\" style=\"max-width:none\"><div class=\"kt-accordion-inner-wrap\" data-allow-multiple-open=\"false\" data-start-open=\"0\">\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-1 kt-pane6_73d926-65\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Qu'est-ce que smolagents ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>smolagents est une biblioth\u00e8que minimaliste d'agents d'intelligence artificielle d\u00e9velopp\u00e9e par l'\u00e9quipe Hugging Face. Elle permet aux d\u00e9veloppeurs de cr\u00e9er et d'ex\u00e9cuter de puissants agents d'intelligence artificielle avec un minimum de code. En se concentrant sur la simplicit\u00e9 et l'efficacit\u00e9, smolagents permet aux grands mod\u00e8les de langage (LLM) d'interagir de mani\u00e8re transparente avec les t\u00e2ches du monde r\u00e9el.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-2 kt-pane6_9bc141-f9\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>En quoi smolagents diff\u00e8re-t-il des autres cadres d'agents d'IA ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Contrairement \u00e0 de nombreux cadres d'agents d'IA qui ont des abstractions et des configurations complexes, smolagents maintient une base de code compacte d'environ 1 000 lignes. Il met l'accent sur la facilit\u00e9 d'utilisation et prend en charge les agents de code, o\u00f9 les agents ex\u00e9cutent directement des extraits de code Python, ce qui am\u00e9liore l'efficacit\u00e9 et r\u00e9duit le nombre d'\u00e9tapes requises et d'appels LLM.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-3 kt-pane6_573d1d-e4\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Que sont les agents de code dans les smolagent ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;Les agents de code sont une caract\u00e9ristique essentielle des smolagent. Au lieu de g\u00e9n\u00e9rer des actions sous forme de JSON ou de blocs de texte, les agents de code \u00e9crivent et ex\u00e9cutent des extraits de code Python pour effectuer des t\u00e2ches. Cette approche tire parti de la capacit\u00e9 du LLM \u00e0 g\u00e9n\u00e9rer et \u00e0 comprendre le code, offrant ainsi une meilleure composabilit\u00e9 et une plus grande flexibilit\u00e9 dans l'expression d'une logique complexe.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-4 kt-pane6_329487-fc\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Comment installer et d\u00e9marrer smolagents ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Vous pouvez installer smolagents en utilisant pip avec la commande :<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">\u590d\u5236<code>pip install smolagents\n<\/code><\/pre>\n\n\n\n<p>Pour commencer, d\u00e9finissez un agent en important les classes n\u00e9cessaires, fournissez les outils et le mod\u00e8le LLM requis et ex\u00e9cutez vos t\u00e2ches. Par exemple, vous pouvez d\u00e9finir un agent en important les classes n\u00e9cessaires :<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">python\u590d\u5236<code>from smolagents import CodeAgent, DuckDuckGoSearchTool, HfApiModel\n\nagent = CodeAgent(tools=[DuckDuckGoSearchTool()], model=HfApiModel())\nagent.run(\"Votre t\u00e2che ici\")<\/code><\/pre>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-5 kt-pane6_9e40e6-80\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Quels sont les mod\u00e8les de grandes langues compatibles avec les smolagent ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;smolagents est con\u00e7u pour une large compatibilit\u00e9 avec les LLM. Il s'int\u00e8gre de mani\u00e8re transparente avec les mod\u00e8les h\u00e9berg\u00e9s sur le Hugging Face Hub via les Transformers, ainsi qu'avec les mod\u00e8les d'OpenAI, d'Anthropic et d'autres gr\u00e2ce \u00e0 l'int\u00e9gration LiteLLM. Cette flexibilit\u00e9 vous permet de choisir le LLM le plus adapt\u00e9 aux besoins de votre projet.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-6 kt-pane6_7a56ba-26\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>smolagents prend-il en charge les agents d'appel traditionnels ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;Oui, en plus des agents de code, smolagents prend en charge les agents d'appel d'outils traditionnels. Dans ce mode, les actions sont \u00e9crites sous forme de JSON ou de blocs de texte, ce qui peut convenir \u00e0 des sc\u00e9narios sp\u00e9cifiques dans lesquels l'ex\u00e9cution d'extraits de code n'est pas id\u00e9ale.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-7 kt-pane6_648b9d-e7\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Comment smolagents assure-t-il la s\u00e9curit\u00e9 de l'ex\u00e9cution du code ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;smolagents donne la priorit\u00e9 \u00e0 l'ex\u00e9cution s\u00e9curis\u00e9e du code en prenant en charge les environnements de type \"bac \u00e0 sable\". Par exemple, il peut utiliser E2B (Execution to Binary), qui fournit un environnement s\u00e9curis\u00e9 et isol\u00e9 pour l'ex\u00e9cution d'extraits de code. Cela garantit que l'ex\u00e9cution du code ne compromet pas la s\u00e9curit\u00e9 du syst\u00e8me h\u00f4te.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-8 kt-pane6_7993be-c0\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Quels sont les avantages de l'utilisation d'agents de code dans les smolagent ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;Les agents de code offrent plusieurs avantages :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Meilleure composabilit\u00e9 :<\/strong>&nbsp;Le code permet naturellement l'imbrication et la r\u00e9utilisation des fonctions, ce qui facilite l'expression d'une logique complexe.<\/li>\n\n\n\n<li><strong>Gestion efficace des objets :<\/strong>&nbsp;La gestion et le passage d'objets sont plus simples dans le code que dans JSON.<\/li>\n\n\n\n<li><strong>Grande flexibilit\u00e9 :<\/strong>&nbsp;Le code peut repr\u00e9senter n'importe quelle op\u00e9ration de calcul, ce qui lui conf\u00e8re une immense polyvalence.<\/li>\n\n\n\n<li><strong>Utilisation de donn\u00e9es de formation riches :<\/strong>&nbsp;Comme les LLM sont form\u00e9s sur de grandes quantit\u00e9s de code, ils sont comp\u00e9tents pour g\u00e9n\u00e9rer et comprendre des extraits de code.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-9 kt-pane6_b0da05-23\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>Comment smolagents s'int\u00e8gre-t-il au Hugging Face Hub ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>&nbsp;smolagents est profond\u00e9ment int\u00e9gr\u00e9 au Hugging Face Hub, ce qui permet aux d\u00e9veloppeurs de partager et de charger facilement des outils. Cela favorise un \u00e9cosyst\u00e8me collaboratif o\u00f9 les outils et les ressources peuvent \u00eatre apport\u00e9s et accessibles \u00e0 la communaut\u00e9, am\u00e9liorant ainsi la fonctionnalit\u00e9 et la port\u00e9e de smolagents.<\/p>\n<\/div><\/div><\/div>\n\n\n\n<div class=\"wp-block-kadence-pane kt-accordion-pane kt-accordion-pane-10 kt-pane6_bc4806-78\"><div class=\"kt-accordion-header-wrap\"><button class=\"kt-blocks-accordion-header kt-acccordion-button-label-show\" type=\"button\"><span class=\"kt-blocks-accordion-title-wrap\"><span class=\"kt-blocks-accordion-title\"><strong>O\u00f9 puis-je trouver des ressources et des tutoriels pour en savoir plus sur les smolagent ?<\/strong><\/span><\/span><span class=\"kt-blocks-accordion-icon-trigger\"><\/span><\/button><\/div><div class=\"kt-accordion-panel kt-accordion-panel-hidden\"><div class=\"kt-accordion-panel-inner\">\n<p>Vous pouvez consulter les ressources suivantes pour en savoir plus sur les smolagent :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Documentation officielle :<\/strong>&nbsp;Consultez la documentation de smolagents sur le site <a href=\"https:\/\/huggingface.co\/blog\/smolagents\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Site web de Hugging Face.<\/a><\/li>\n\n\n\n<li><strong>Guides de d\u00e9marrage :<\/strong>&nbsp;Consultez les guides d'introduction et les tutoriels fournis par l'\u00e9quipe de Hugging Face.<\/li>\n\n\n\n<li><strong>Exemples de projets :<\/strong>&nbsp;Explorez les exemples de projets et de code sur GitHub pour voir smolagents en action.<\/li>\n\n\n\n<li><strong>Forums communautaires :<\/strong>&nbsp;S'engager aupr\u00e8s de la communaut\u00e9 des d\u00e9veloppeurs par le biais de forums et de discussions pour obtenir des informations et de l'aide.<\/li>\n<\/ul>\n<\/div><\/div><\/div>\n<\/div><\/div><\/div>\n<\/div><\/div>\n\n\n<style>.kadence-column6_553908-3d > .kt-inside-inner-col,.kadence-column6_553908-3d > .kt-inside-inner-col:before{border-top-left-radius:0px;border-top-right-radius:0px;border-bottom-right-radius:0px;border-bottom-left-radius:0px;}.kadence-column6_553908-3d > .kt-inside-inner-col{column-gap:var(--global-kb-gap-sm, 1rem);}.kadence-column6_553908-3d > .kt-inside-inner-col{flex-direction:column;}.kadence-column6_553908-3d > .kt-inside-inner-col > .aligncenter{width:100%;}.kadence-column6_553908-3d > .kt-inside-inner-col:before{opacity:0.3;}.kadence-column6_553908-3d{position:relative;}@media all and (max-width: 1024px){.kadence-column6_553908-3d > .kt-inside-inner-col{flex-direction:column;}}@media all and (max-width: 767px){.kadence-column6_553908-3d > .kt-inside-inner-col{flex-direction:column;}}<\/style>\n<div class=\"wp-block-kadence-column kadence-column6_553908-3d inner-column-1\"><div class=\"kt-inside-inner-col\">\n<h2 class=\"wp-block-heading has-text-align-center has-larger-font-size\">Choose from Your languange<\/h2>\n\n\n\n<style>\n  .language-selector {\n    width: 100%;\n    background: white;\n    border-radius: 8px;\n    box-shadow: 0 2px 10px rgba(0,0,0,0.1);\n    padding: 12px;\n    font-family: system-ui, -apple-system, sans-serif;\n    box-sizing: border-box;\n  }\n\n  .language-grid {\n    display: grid;\n    grid-template-columns: repeat(auto-fill, minmax(120px, 1fr));\n    gap: 8px;\n    width: 100%;\n  }\n\n  .language-item {\n    display: flex;\n    align-items: center;\n    padding: 8px;\n    border-radius: 6px;\n    text-decoration: none;\n    color: #333;\n    transition: all 0.2s ease;\n    background-color: #f8f9fa;\n  }\n\n  .language-item:hover {\n    background-color: #e9ecef;\n    transform: translateY(-1px);\n  }\n\n  .language-item.active {\n    background-color: #e7f1ff;\n    border: 1px solid #b8daff;\n    cursor: default;\n  }\n\n  .flag {\n    width: 18px;\n    height: 12px;\n    margin-right: 8px;\n    border-radius: 2px;\n    flex-shrink: 0;\n  }\n\n  .language-name {\n    font-size: 14px;\n    white-space: 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