{
  "version": 3,
  "sources": ["ssg:https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/bZxrMUxBPAhoXlARkK9C/YouTube.js", "ssg:https://framerusercontent.com/modules/3iLrXNjbC0c6owZ4Ftcr/6iGWBKbutCW5O54iyVrh/IM3m4RS9M-2.js"],
  "sourcesContent": ["import{jsx as _jsx,jsxs as _jsxs}from\"react/jsx-runtime\";import{useReducer,useState}from\"react\";import{ControlType,addPropertyControls}from\"framer\";import{useIsOnCanvas,emptyStateStyle,containerStyles,defaultEvents,useRadius,borderRadiusControl}from\"https://framer.com/m/framer/default-utils.js@^0.45.0\";var PlayOptions;(function(PlayOptions){PlayOptions[\"Normal\"]=\"Off\";PlayOptions[\"Auto\"]=\"On\";PlayOptions[\"Loop\"]=\"Loop\";})(PlayOptions||(PlayOptions={}));var ThumbnailOptions;(function(ThumbnailOptions){ThumbnailOptions[\"High\"]=\"High Quality\";ThumbnailOptions[\"Medium\"]=\"Medium Quality\";ThumbnailOptions[\"Low\"]=\"Low Quality\";ThumbnailOptions[\"Off\"]=\"Off\";})(ThumbnailOptions||(ThumbnailOptions={}));var ThumbnailFormat;(function(ThumbnailFormat){ThumbnailFormat[\"WebP\"]=\"webp\";ThumbnailFormat[\"JPG\"]=\"jpg\";})(ThumbnailFormat||(ThumbnailFormat={}));/**\n * @framerIntrinsicWidth 560\n * @framerIntrinsicHeight 315\n *\n * @framerSupportedLayoutWidth fixed\n * @framerSupportedLayoutHeight fixed\n *\n * @framerComponentPresetProps isRed, borderRadius\n */ export function Youtube({url,play,shouldMute,thumbnail,isRed,onClick,onMouseEnter,onMouseLeave,onMouseDown,onMouseUp,...props}){const onCanvas=useIsOnCanvas();const isAutoplay=play!==PlayOptions.Normal;const showThumbnail=onCanvas||thumbnail!==ThumbnailOptions.Off&&!isAutoplay;const[isPreloading,preloadVideo]=useReducer(()=>true,false);const[showVideo,startVideo]=useReducer(()=>true,!showThumbnail);const[isHovered,setHovered]=useState(false);const borderRadius=useRadius(props);const hasBorderRadius=borderRadius!==\"0px 0px 0px 0px\"&&borderRadius!==\"0px\";if(url===\"\"){return /*#__PURE__*/ _jsx(Instructions,{});}const parsedURL=parseVideoURL(url);if(parsedURL===undefined){return /*#__PURE__*/ _jsx(ErrorMessage,{message:\"Invalid Youtube URL.\"});}const[videoId,embedURL]=parsedURL;// https://stackoverflow.com/questions/2068344/how-do-i-get-a-youtube-video-thumbnail-from-the-youtube-api\nconst thumbnailURL=getThumbnailURL(videoId,thumbnail,getWebPSupported()?ThumbnailFormat.WebP:ThumbnailFormat.JPG);// https://developers.google.com/youtube/player_parameters\nconst searchParams=embedURL.searchParams;searchParams.set(\"iv_load_policy\",\"3\");searchParams.set(\"rel\",\"0\");searchParams.set(\"modestbranding\",\"1\");searchParams.set(\"playsinline\",\"1\");if(isAutoplay||showThumbnail){searchParams.set(\"autoplay\",\"1\");}if(isAutoplay&&shouldMute){searchParams.set(\"mute\",\"1\");}if(play===PlayOptions.Loop){searchParams.set(\"loop\",\"1\");searchParams.set(\"playlist\",videoId);}if(!isRed){searchParams.set(\"color\",\"white\");}return /*#__PURE__*/ _jsxs(\"article\",{onPointerEnter:()=>setHovered(true),onPointerLeave:()=>setHovered(false),onPointerOver:preloadVideo,onClick:startVideo,style:{...wrapperStyle,borderRadius,transform:// Safari sometimes struggles to render border-radius:\n// - on the canvas when changing from 0 to any other value\n// - or when rendering an iframe\nhasBorderRadius&&(showVideo||onCanvas)?\"translateZ(0.000001px)\":\"unset\",cursor:\"pointer\",overflow:\"hidden\"},children:[isPreloading&&/*#__PURE__*/ _jsx(\"link\",{rel:\"preconnect\",href:\"https://www.youtube.com\"}),isPreloading&&/*#__PURE__*/ _jsx(\"link\",{rel:\"preconnect\",href:\"https://www.google.com\"}),/*#__PURE__*/ _jsx(\"div\",{style:{...videoStyle,background:showThumbnail?`center / cover url(${thumbnailURL}) no-repeat`:undefined}}),showVideo?/*#__PURE__*/ _jsx(\"iframe\",{style:videoStyle,src:embedURL.href,frameBorder:\"0\",allow:\"presentation; fullscreen; accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\",onClick:onClick,onMouseEnter:onMouseEnter,onMouseLeave:onMouseLeave,onMouseDown:onMouseDown,onMouseUp:onMouseUp}):/*#__PURE__*/ _jsx(PlayButton,{onClick:startVideo,isHovered:isHovered,isRed:isRed})]});}Youtube.displayName=\"YouTube\";addPropertyControls(Youtube,{url:{type:ControlType.String,title:\"Video\"},play:{type:ControlType.Enum,title:\"Autoplay\",options:Object.values(PlayOptions)},shouldMute:{title:\"Mute\",type:ControlType.Boolean,enabledTitle:\"Yes\",disabledTitle:\"No\",hidden(props){return props.play===PlayOptions.Normal;}},thumbnail:{title:\"Thumbnail\",description:\"Showing a thumbnail improves performance.\",type:ControlType.Enum,options:Object.values(ThumbnailOptions),hidden(props){return props.play!==PlayOptions.Normal;}},isRed:{title:\"Color\",type:ControlType.Boolean,enabledTitle:\"Red\",disabledTitle:\"White\"},...borderRadiusControl,...defaultEvents});const defaultProps={url:\"https://youtu.be/smPos0mJvh8\",play:PlayOptions.Normal,shouldMute:true,thumbnail:ThumbnailOptions.Medium,isRed:true};Youtube.defaultProps=defaultProps;function parseVideoURL(urlString){let url;try{url=new URL(urlString);}catch{const embedURL=getEmbedURL(urlString);return[urlString,embedURL];}if(url.hostname===\"youtube.com\"||url.hostname===\"www.youtube.com\"||url.hostname===\"youtube-nocookie.com\"||url.hostname===\"www.youtube-nocookie.com\"){const pathSegments=url.pathname.slice(1).split(\"/\");// https://www.youtube.com/watch?v=Fop2oskTug8\nif(pathSegments[0]===\"watch\"){const videoId=url.searchParams.get(\"v\");const embedURL1=getEmbedURL(videoId);return[videoId,embedURL1];}// https://www.youtube.com/embed/Fop2oskTug8\nif(pathSegments[0]===\"embed\"){const videoId1=pathSegments[1];return[videoId1,url];}}// https://youtu.be/Fop2oskTug8\nif(url.hostname===\"youtu.be\"){const videoId2=url.pathname.slice(1);const embedURL2=getEmbedURL(videoId2);return[videoId2,embedURL2];}}function getEmbedURL(videoId){return new URL(`https://www.youtube.com/embed/${videoId}`);}function getThumbnailURL(videoId,res,format=ThumbnailFormat.JPG){// https://gist.github.com/a1ip/be4514c1fd392a8c13b05e082c4da363\nconst pre=ThumbnailFormat.WebP?\"https://i.ytimg.com/vi_webp/\":\"https://i.ytimg.com/vi/\";const ext=ThumbnailFormat.WebP?\"webp\":\"jpg\";switch(res){case ThumbnailOptions.Low:return`${pre}${videoId}/hqdefault.${ext}`;case ThumbnailOptions.Medium:return`${pre}${videoId}/sddefault.${ext}`;case ThumbnailOptions.High:return`${pre}${videoId}/maxresdefault.${ext}`;default:return`${pre}${videoId}/0.${ext}`;}}let _getWebPSupported;// https://stackoverflow.com/a/27232658\nfunction getWebPSupported(){// We're going to default to webp because it's pretty widely supported by now\nif(!window){return true;}if(_getWebPSupported!==undefined){return _getWebPSupported;}const element=document.createElement(\"canvas\");if(!!(element.getContext&&element.getContext(\"2d\"))){// was able or not to get WebP representation\nreturn element.toDataURL(\"image/webp\").indexOf(\"data:image/webp\")==0;}else{// very old browser like IE 8, canvas not supported\nreturn false;}}// Helper components\nfunction Instructions(){return /*#__PURE__*/ _jsx(\"div\",{style:{...emptyStateStyle,overflow:\"hidden\"},children:/*#__PURE__*/ _jsx(\"div\",{style:centerTextStyle,children:\"To embed a Youtube video, add the URL to the properties\\xa0panel.\"})});}function ErrorMessage({message}){return /*#__PURE__*/ _jsx(\"div\",{className:\"framerInternalUI-errorPlaceholder\",style:{...containerStyles,overflow:\"hidden\"},children:/*#__PURE__*/ _jsxs(\"div\",{style:centerTextStyle,children:[\"Error: \",message]})});}function PlayButton({onClick,isHovered,isRed}){return /*#__PURE__*/ _jsx(\"button\",{onClick:onClick,\"aria-label\":\"Play\",style:buttonStyle,children:/*#__PURE__*/ _jsxs(\"svg\",{height:\"100%\",version:\"1.1\",viewBox:\"0 0 68 48\",width:\"100%\",children:[/*#__PURE__*/ _jsx(\"path\",{d:\"M66.52,7.74c-0.78-2.93-2.49-5.41-5.42-6.19C55.79,.13,34,0,34,0S12.21,.13,6.9,1.55 C3.97,2.33,2.27,4.81,1.48,7.74C0.06,13.05,0,24,0,24s0.06,10.95,1.48,16.26c0.78,2.93,2.49,5.41,5.42,6.19 C12.21,47.87,34,48,34,48s21.79-0.13,27.1-1.55c2.93-0.78,4.64-3.26,5.42-6.19C67.94,34.95,68,24,68,24S67.94,13.05,66.52,7.74z\",fill:isHovered?isRed?\"#f00\":\"#000\":\"#212121\",fillOpacity:isHovered?isRed?1:.8:.8,style:{transition:\"fill .1s cubic-bezier(0.4, 0, 1, 1), fill-opacity .1s cubic-bezier(0.4, 0, 1, 1)\"}}),/*#__PURE__*/ _jsx(\"path\",{d:\"M 45,24 27,14 27,34\",fill:\"#fff\"})]})});}const buttonStyle={position:\"absolute\",top:\"50%\",left:\"50%\",transform:\"translate(-50%, -50%)\",width:68,height:48,padding:0,border:\"none\",background:\"transparent\",cursor:\"pointer\"};const wrapperStyle={position:\"relative\",width:\"100%\",height:\"100%\"};const centerTextStyle={textAlign:\"center\",minWidth:140};const videoStyle={position:\"absolute\",top:0,left:0,height:\"100%\",width:\"100%\"};\nexport const __FramerMetadata__ = {\"exports\":{\"Youtube\":{\"type\":\"reactComponent\",\"name\":\"Youtube\",\"slots\":[],\"annotations\":{\"framerSupportedLayoutWidth\":\"fixed\",\"framerSupportedLayoutHeight\":\"fixed\",\"framerIntrinsicHeight\":\"315\",\"framerIntrinsicWidth\":\"560\",\"framerComponentPresetProps\":\"isRed, borderRadius\",\"framerContractVersion\":\"1\"}},\"__FramerMetadata__\":{\"type\":\"variable\"}}}\n//# sourceMappingURL=./YouTube.map", "import{jsx as e,jsxs as t}from\"react/jsx-runtime\";import{ComponentPresetsConsumer as o,Link as n}from\"framer\";import{motion as r}from\"framer-motion\";import*as i from\"react\";import{Youtube as a}from\"https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js\";import{Youtube as s}from\"https://framerusercontent.com/modules/NEd4VmDdsxM3StIUbddO/bZxrMUxBPAhoXlARkK9C/YouTube.js\";export const richText=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In our latest episode of Deployed, we talk with \",/*#__PURE__*/e(n,{href:\"https://www.linkedin.com/in/sarahxguo/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Sarah Guo\"})}),\", founder of \",/*#__PURE__*/e(n,{href:\"https://www.conviction.com/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Conviction\"})}),\", an early-stage VC firm focused exclusively on AI. She was formerly a partner at Greylock and has been an early investor in breakout AI startups like \",/*#__PURE__*/e(n,{href:\"https://www.baseten.com/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Baseten\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://www.harvey.ai/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Harvey\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://mistral.ai/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Mistral\"})}),\" and \",/*#__PURE__*/e(n,{href:\"https://sierra.ai/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Sierra\"})}),\", plus we were fortunate to have her as one of our earliest investors at Freeplay.\"]}),/*#__PURE__*/e(\"p\",{children:\"Sarah has a helpful vantage point for AI builders as the result of sitting at the intersection of AI research, startups, and enterprise adoption. In our conversation, she shared valuable perspective on what's working, what's challenging, and where opportunities lie for teams building AI products (at least at this moment in time! things change fast). We explore everything from the rapidly evolving best practices in AI development, to the cultural shifts needed to build competitive AI products, to thoughts on why so many products get stuck at the prototype phase and don\u2019t make it to production.\"}),/*#__PURE__*/e(\"p\",{children:\"Especially for teams who are heads down and focused on execution, we think this is a helpful conversation to help you pull up and think about the bigger picture of what\u2019s happening with AI right now \u2013 whether you\u2019re being ambitious enough, adopting new techniques fast enough, etc.\"}),/*#__PURE__*/t(\"p\",{children:[\"As always, you can watch/listen to the full episode (and subscribe!) on \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=3u4QdcZQ4DQ\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi?si=de766e786a41461c&nd=1&dlsi=2f3a76f08db7400b\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\" and \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Keeping Up With The Rapidly Evolving State of AI\"})}),/*#__PURE__*/e(\"p\",{children:\"One of the most significant challenges facing product teams today is the constantly shifting landscape of AI best practices.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:\"The rapid evolution of the whole AI ecosystem creates both challenges and opportunities. There\u2019s a lot of competitive upside for the teams who stay current on the latest techniques \u2014 which today includes topics like agent orchestration, reinforcement fine-tuning, advanced RAG implementations, etc. Sarah make a good point here: What's considered state-of-the-art shifts so quickly that maintaining awareness of these changes becomes a critical organizational capability.\"}),/*#__PURE__*/e(\"blockquote\",{children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:'\"The ways in which you should manipulate the model to use your information to successfully do more and more sophisticated tasks is changing like every month\u2026 I do think that the skill within organizations that is very useful is like being up to date on the latest and greatest from a techniques perspective. A lot of that is actually primary learning of understanding your own business and what the models are capable of.\"'})})}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/bZxrMUxBPAhoXlARkK9C/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(s,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/sD8EXZPVHC4\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Build Like The Impossible Will Soon Be Possible\"})}),/*#__PURE__*/e(\"p\",{children:\"Sarah\u2019s also fortune to work with a big cross section of leading teams, so she sees common traits. When asked about teams that are most successful at adapting to this changing landscape, Sarah emphasized the value of thinking big:\"}),/*#__PURE__*/e(\"blockquote\",{children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:'\"I think it just helps to have a very ambitious roadmap... One thing that strikes me every time I talk to people who are building product in conjunction with the research teams at the labs, or even some of our companies that have like agentic workflow products in out in the wild like Harvey is, they just assume that they\\'re going to be able to do everything eventually... And if you do that, the current set of products that you have will always fall short, but you can take this broad set of things that you want to be able to do with agents and just say, okay, at what point will I close that gap?\"'})})}),/*#__PURE__*/t(\"p\",{children:[\"This is similar advice that\u2019s shared often from leaders in AI \u2013 Sam Altman \",/*#__PURE__*/e(n,{href:\"https://x.com/cairns/status/1841261262069707039\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"says it often\"})}),\".\\xa0\"]}),/*#__PURE__*/e(\"p\",{children:\"For so many product teams, it\u2019s like a new muscle to build. People aren\u2019t used to the art of the possible changing so quickly, but it\u2019s become critical to expect continuous improvement in the models rather than over-invest to address current limitations. Leaders need to think about what this means for team culture, how time gets spent, etc.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/bZxrMUxBPAhoXlARkK9C/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(s,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=Zns6QbKC0GQ\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"AI Product Culture At Foundation Model Labs vs. Enterprises\"})}),/*#__PURE__*/e(\"p\",{children:\"One of the most interesting parts of our conversation highlighted the stark contrast between how AI labs approach problems versus enterprise requirements. We see tension here a lot \u2013 especially as people at large enterprises try to make sense of all the projects coming out of the big labs.\"}),/*#__PURE__*/e(\"blockquote\",{children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:'\"We had a bunch of the portfolio go hang out with researchers at one of the major labs recently... their reaction to a question I had around the ability to use agents more reliably... was just like, if you just needed to be more reliable in this, don\\'t, like just work on less sensitive use cases.\"'})})}),/*#__PURE__*/e(\"p\",{children:\"She contrasts that with common perspectives of enterprise teams: They\u2019re not going to quickly just jump to other interesting use cases. They know the high value problems their customers need solved and what will drive revenue, and they want to make AI work in those contexts \u2013 even if it\u2019s hard.\"}),/*#__PURE__*/e(\"p\",{children:\"This gets at the fundamental challenge of deploying AI in real-world settings, and points to why it\u2019s so hard for many enterprise user cases to get from prototype to production.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/bZxrMUxBPAhoXlARkK9C/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(s,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=yigU25BE5U8\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Final Thoughts\"})}),/*#__PURE__*/t(\"p\",{children:[\"We get into lots more good topics \u2013 building the right mental models for evals/quality targets, use cases that are worthy of exploration by founders, etc. Our conversation with Sarah offers valuable perspective for any team building AI products today. Check out the \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=3u4QdcZQ4DQ\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"full episode\"})}),\" for the rest.\"]}),/*#__PURE__*/t(\"p\",{children:[\"Want to hear more conversations like this? You can subscribe to future episodes of Deployed: The AI Product Podcast on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi?si=de766e786a41461c&nd=1&dlsi=a2da83bfccda493f\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/@FreeplayAI/podcasts\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]})]});export const richText1=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In our latest episode of Deployed, we sat down with \",/*#__PURE__*/e(n,{href:\"https://www.linkedin.com/in/jtylerphillips/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Tyler Phillips\"})}),\", AI Product Lead at \",/*#__PURE__*/e(n,{href:\"https://www.apollo.io/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apollo.io\"})}),\", to discuss the details of what it looks like to building AI products at a PM at one of the fastest-growing sales platforms.\"]}),/*#__PURE__*/t(\"p\",{children:[\"If you don't know Apollo yet, you should! They've been at the forefront of using AI to transform how sales teams prospect, engage, and convert leads. They've quickly become a powerhouse in the sales space, serving millions of sellers across 500,000 companies and crossing the $100M ARR milestone. They raised their Series D at more than a $1B valuation, and are backed by top investors like Bain Capital, Sequoia, and fellow Freeplay investor \",/*#__PURE__*/e(n,{href:\"https://www.pathlight.vc/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Pathlight\"})}),\". \"]}),/*#__PURE__*/e(\"p\",{children:\"In this conversation, we get into the role of product managers in building AI products, and explore what it really takes to build effective AI products in this space. As Tyler shared with us, the day-to-day reality of AI product management is quite different from what many expect \u2014 it can be both more in the weeds, and more strategic at the same time.\"}),/*#__PURE__*/e(\"p\",{children:\"In this conversation, we talk about:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:'The \"unsexy\" but critical PM work that makes great AI products possible'})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Why domain expertise trumps technical knowledge for certain types of AI prompting\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Apollo's framework for evaluating AI quality across their products\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"What aspiring AI PMs should focus on to succeed in this rapidly evolving field\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"Check out the full episode on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi?si=de766e786a41461c&nd=1&dlsi=d8d50d2e86e74352\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", and \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/@FreeplayAI\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\". Some of our favorite highlights below.\"]}),/*#__PURE__*/e(\"h2\",{children:\"The #1 Job of an AI Product Manager: Delivering Quality\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/shorts/tIRH2Ak2ESU?feature=share\"})})}),/*#__PURE__*/e(\"p\",{children:\"If there's one takeaway from our conversation with Tyler, it's that delivering a quality product should be the north star for AI product managers.\"}),/*#__PURE__*/e(\"blockquote\",{children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"\\\"Quality is like the number one thing you can deliver as an AI PM\u2026 UX is also important, but quality is definitely number one. So I would argue like if you're not getting involved in that process as a PM, it's very hard for you to have a highly retentive product.\\\"\"})})}),/*#__PURE__*/e(\"p\",{children:\"Tyler described how Apollo has created a systematic evaluation process for their AI outputs, scoring each on four key criteria: accuracy, relevance, clarity, and tone. Each dimension gets a score from 1-3, with a target average above 2.5 before shipping.\"}),/*#__PURE__*/e(\"p\",{children:\"What's striking is how hands-on he's been with this process. Sometimes people have a perception that PMs should stay at a high level and not get into the details with AI products. But for one of their most successful AI agent products, Tyler spent 2-5 hours every week personally reviewing spreadsheets of outputs across dozens of different company examples to ensure quality.\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Apollo's Primary Evaluation Framework\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Accuracy:\"}),\" Is the information factually correct?\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Relevance:\"}),\" Does it address what the user actually needs?\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Clarity\"}),\": Is it easy to understand and actionable?\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Tone:\"}),\" Does it match the appropriate voice for sales communications?\"]})})]}),/*#__PURE__*/e(\"h2\",{children:\"Domain Experts Should Write Prompts, Not Engineers\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/shorts/iaGVq9cR8NA\"})})}),/*#__PURE__*/e(\"p\",{children:\"Another insight from our conversation was about who should be responsible for prompt engineering. At Apollo, they made a strategic decision to hire dedicated prompt writers with sales expertise rather than having their ML engineers write prompts.\"}),/*#__PURE__*/t(\"p\",{children:[\"This perspective aligns with what we've observed as being increasingly common across the industry. The most effective AI products depend on really nailing the details for a given domain, and often the best people to help do that aren't engineers. Instead, domain experts teamed up with strong engineers can learn best practices with prompt engineering and other generative AI techniques, and help crank out great products. (See also: our recent post about the \\\"\",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/why-your-ai-product-team-needs-an-ai-quality-lead\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"AI Quality Lead\"})}),'\" role)']}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"strong\",{children:\"Apollo's AI Team Structure\"})}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"AI/ML Engineers:\"}),\" Focus on model implementation, APIs, and instrumenting agentic workflows\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Prompt Writers:\"}),\" Domain experts who craft effective prompts for specific use cases\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"AI Product Managers:\"}),\" Define quality standards and coordinate evaluation efforts\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Sales Reps:\"}),\" Provide real-world testing and feedback on AI outputs (internal dogfooding)\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"This combo of roles enables faster iteration and higher-quality outputs by bringing subject matter experts directly into the development process.\"}),/*#__PURE__*/e(\"h2\",{children:\"Practical Advice for AI Product Managers\"}),/*#__PURE__*/e(\"p\",{children:\"For those looking to build or improve AI products, Tyler offered several actionable recommendations:\"}),/*#__PURE__*/e(\"h3\",{children:\"1. Start with the problem, not the technology\"}),/*#__PURE__*/t(\"p\",{children:[\"Before jumping to AI as a solution, establish a clear framework for when AI is appropriate for your product. \",/*#__PURE__*/e(\"em\",{children:'\"Everyone defaults to AI as a solution, but that\\'s not really the right way to think about it,\"'}),\" Tyler noted.\"]}),/*#__PURE__*/e(\"h3\",{children:\"2. Focus on UX transparency\"}),/*#__PURE__*/e(\"p\",{children:\"Users need to understand what the AI is doing and be able to verify its outputs. This builds trust and allows for correction when needed.\"}),/*#__PURE__*/e(\"h3\",{children:\"3. Immerse yourself in AI\"}),/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"em\",{children:'\"Simply immerse yourself in AI every day. Every single thing that you do, try to use AI for it,\"'}),\" Tyler advised. Being your own power user helps build intuition about what works and what doesn't.\"]}),/*#__PURE__*/e(\"h3\",{children:\"4. Learn by doing\"}),/*#__PURE__*/t(\"p\",{children:[\"Start small, pick a specific manual workflow you could enhance with AI, and build an MVP. \",/*#__PURE__*/e(\"em\",{children:\"\\\"That feedback loop will at least give you the experience to say, you know what, I've built an AI product that's been successful.\\\"\"})]}),/*#__PURE__*/e(\"h3\",{children:\"5. Don't assume everyone wants to be an AI expert\"}),/*#__PURE__*/t(\"p\",{children:[\"One of Apollo's key learnings was that most users don't want to write prompts or understand AI internals\u2014they just want to get their job done faster. This led to a pivot from open prompting interfaces for users, to more guided experiences where \",/*#__PURE__*/e(\"em\",{children:'\"we\\'ll do all the work in the background.\"'})]}),/*#__PURE__*/t(\"p\",{children:[\"The key insight driving all these directions is that AI should simplify workflows, not create new complexity. \",/*#__PURE__*/e(\"em\",{children:'\"The only way for mass adoption is to just simplify their (customers\\') workflow with AI working magically in the background,\"'}),\" Tyler explained.\"]}),/*#__PURE__*/e(\"h2\",{children:\"Conclusion\"}),/*#__PURE__*/e(\"p\",{children:\"For everyone thinking about the role of AI PMs, Tyler offers some important insights. AI product management is less about chasing the latest technology trends and more about the disciplined, sometimes unglamorous work of ensuring quality and product relevance.\"}),/*#__PURE__*/e(\"p\",{children:\"For product and engineering leaders looking to build effective AI features, the message is clear: invest in quality evaluation processes, bring domain experts into your development team, and focus relentlessly on solving real user problems rather than showcasing AI capabilities.\"}),/*#__PURE__*/t(\"p\",{children:[\"Want to hear more insights from Tyler? Listen to the full episode on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi?si=de766e786a41461c&nd=1&dlsi=d8d50d2e86e74352\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", and \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/@FreeplayAI\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})})]});export const richText2=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"For teams building AI products, the ability to quickly understand what's happening in your systems is critical to success. That's why we've made major updates to Freeplay's observability dashboard to more quickly find relevant data and visualize trends in data, and then take immediate action to improve \u2014 all in one place, without the need to bounce between tools.\"}),/*#__PURE__*/e(\"p\",{children:\"Below is a quick demo video of what the new changes look like. Read on for more detail!\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=fgIYL3eVKvA\"})})}),/*#__PURE__*/e(\"h2\",{children:\"Why Fast Log Search Matters for AI Teams\"}),/*#__PURE__*/e(\"p\",{children:\"Production AI systems generate enormous amounts of data \u2014 both in terms of the volume of logs, and the size of the payloads from large prompts/context windows and large LLM outputs. The insights needed to improve your AI products can be hidden within those logs, and speeding up your product development cycle depends on finding issues and being able to quickly fix them.\"}),/*#__PURE__*/e(\"p\",{children:\"AI engineers, product managers, and data experts need to constantly filter and search log data for a variety of reasons, for example:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Identifying sessions with negative customer feedback to understand friction points\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Locating production examples where automated evaluations failed for a specific prompt, or even specific versions of a prompt\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Finding completions containing specific phrases, either in the inputs or LLM outputs\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Detecting high-cost or high-latency completions that impact performance\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Filtering by contextual metadata like customer ID, model used, or environment\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Many teams resort to manually writing complex queries or stitching together multiple tools to complete these tasks, creating bottlenecks that delay improvements. Freeplay's observability dashboard solves these challenges by putting powerful visualization and filtering capabilities at everyone's fingertips\u2014regardless of their technical background.\"}),/*#__PURE__*/e(\"h2\",{children:\"Lightning-Fast Filtering for Precision Data Analysis\"}),/*#__PURE__*/e(\"p\",{children:\"Behind Freeplay's visualization capabilities is a high-performance search infrastructure that delivers exceptional speed at scale. This enables:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Complex multi-condition filters\"}),\": Combine filters across prompts, evaluations, metadata, cost, and content to find exactly what you need\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Near real-time indexing\"}),\": New completions become searchable within seconds\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Enterprise-grade performance\"}),\": Get sub-second query response times even when filtering through millions of completions\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Creating complex queries is straightforward through the Freeplay interface. For example, to review all completions where your assistant mentions a specific phrase and that have been evaluated with a certain score:\"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"835\",src:\"https://framerusercontent.com/images/3VDjtsliKyoXkgM2IFU1sBM0Ud8.png\",srcSet:\"https://framerusercontent.com/images/3VDjtsliKyoXkgM2IFU1sBM0Ud8.png?scale-down-to=512 512w,https://framerusercontent.com/images/3VDjtsliKyoXkgM2IFU1sBM0Ud8.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/3VDjtsliKyoXkgM2IFU1sBM0Ud8.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/3VDjtsliKyoXkgM2IFU1sBM0Ud8.png 3010w\",style:{aspectRatio:\"3010 / 1670\"},width:\"1505\"}),/*#__PURE__*/e(\"p\",{children:\"Once created, these filters can also be saved and shared with your team, creating persistent monitoring views that help everyone stay on the same page:\"}),/*#__PURE__*/e(\"h2\",{children:\"Powerful Visualization Tools for Better Insights\"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"675\",src:\"https://framerusercontent.com/images/wz4z6yWWBRBXkvUKTyV4e4teN2c.png\",srcSet:\"https://framerusercontent.com/images/wz4z6yWWBRBXkvUKTyV4e4teN2c.png?scale-down-to=512 512w,https://framerusercontent.com/images/wz4z6yWWBRBXkvUKTyV4e4teN2c.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/wz4z6yWWBRBXkvUKTyV4e4teN2c.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/wz4z6yWWBRBXkvUKTyV4e4teN2c.png 3010w\",style:{aspectRatio:\"3010 / 1350\"},width:\"1505\"}),/*#__PURE__*/e(\"p\",{children:\"After you search and filter to find the data you want, you still need to make sense of it and rarely have time to review it all. Our updated visualization tools help make patterns immediately apparent.\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Rich, interactive visualizations\"}),\": A range of chart types make it simple to spot trends, anomalies, and patterns across prompts and evaluations\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Flexible time views\"}),\": Toggle between daily and weekly views to balance granular debugging with identifying broader trends\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Shareable, screenshot-ready graphs\"}),\": Generate clean visualizations you can instantly share with stakeholders or include in reports\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"We've also made it easier to make use of these visualizations with:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Searchable metric library\"}),\": Quickly find relevant charts by searching for prompt names, eval types, or specific metric names \u2014 even when you have hundreds in a given project\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Bookmark your favorites\"}),\": Pin frequently-viewed graphs to the top of your list for easy access\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Interactive elements\"}),\": Deselect graph elements from legends to focus on specific data subsets, hover for detailed metrics, and zoom into date ranges of interest\"]})})]}),/*#__PURE__*/e(\"h2\",{children:\"Closing the Loop: From Insights to Action\"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"1041\",src:\"https://framerusercontent.com/images/wyR0WTuOqrwy6EI7jVrsmqRPxM.png\",srcSet:\"https://framerusercontent.com/images/wyR0WTuOqrwy6EI7jVrsmqRPxM.png?scale-down-to=512 512w,https://framerusercontent.com/images/wyR0WTuOqrwy6EI7jVrsmqRPxM.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/wyR0WTuOqrwy6EI7jVrsmqRPxM.png?scale-down-to=2048 2048w,https://framerusercontent.com/images/wyR0WTuOqrwy6EI7jVrsmqRPxM.png 3248w\",style:{aspectRatio:\"3248 / 2082\"},width:\"1624\"}),/*#__PURE__*/e(\"p\",{children:\"Seeing your data is rarely enough. Generally the goal is to learn and improve. Freeplay makes it easy to integrate your log data with your broader AI development workflow and close the feedback loop, getting you to a high-quality product faster:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Identify issues\"}),\" using graphs and advanced filters\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Save custom filters\"}),\" as persistent monitoring dashboards\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Select relevant completions\"}),\" in bulk\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Add production examples to Review Queues\"}),\" for human evaluation and labeling\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Curate relevant examples into Datasets\"}),\" for testing improvements or fine-tuning\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Run experiments\"}),\" to improve your product quality\"]})})]}),/*#__PURE__*/e(\"h2\",{children:\"Getting Started\"}),/*#__PURE__*/e(\"p\",{children:\"All these features are all available now in Freeplay. To get started:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Navigate to your project dashboard\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Explore the refreshed graphs\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Click the filter icon to create your first advanced filter\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Try combining filters and saving your most useful views\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Under the hood, Freeplay's search and visualization capabilities are built on well-established open-source technologies, designed for reliability, performance, and familiar maintenance. For customers with stringent data privacy requirements, it's straightforward self-host in your own VPC and comply with existing enterprise security models.\"}),/*#__PURE__*/t(\"p\",{children:[\"New to Freeplay? \",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/demo\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Get in touch\"})}),\" to see a demo and learn more how we can help.\"]})]});export const richText3=/*#__PURE__*/e(i.Fragment,{children:/*#__PURE__*/e(\"p\",{children:\"Freeplay\u2019s updated observability dashboard offers fast log search, advanced filtering, and data visualization to help AI teams analyze application performance and resolve issues efficiently. Learn more about improving AI development workflows.\"})});export const richText4=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"h1\",{children:/*#__PURE__*/e(\"strong\",{children:\"Improve Your AI Product Faster with Freeplay\u2019s New Human Review Features\"})}),/*#__PURE__*/t(\"p\",{children:[\"A few months ago, we wrote about\",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/iterate-faster-on-ai-products-with-better-human-review-workflows\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\" why human review is crucial for AI product development\"})}),\", and how more teams are investing in dedicated data review and labeling efforts to support the quality of their AI products.\\xa0\"]}),/*#__PURE__*/e(\"p\",{children:\"Simply put: The best AI teams look at lots of row-level data to develop understanding of their systems\u2019 performance, and to build intuition about how to improve.\"}),/*#__PURE__*/e(\"p\",{children:\"We now see teams with 30 or 40 people using Freeplay to coordinate data reviews at scale for a single AI feature or agent, and they\u2019ve been asking for better tools to manage their process. And not just to manage the review and labeling aspects \u2014 also the knowledge sharing and distribution of learnings at the end. Any labeling effort needs to lead to closing the loop and taking action.\"}),/*#__PURE__*/e(\"p\",{children:\"That\u2019s why we\u2019ve add a few key things to Freeplay to manage reviews at scale and to make it easy to share learnings to a wider team. Whether you\u2019re a small team or a big one, these will help!\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Review Queues add simple project management.\"}),\" Define data that needs review, assign tasks to various team members, set due dates, and track statuses\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Integrated Insights make it easy to share learnings with a simple link.\"}),\" A short written summary and interactive charts for all label values and eval scores make it easy for stakeholders to digest learnings.\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Granular user roles and private projects protect even sensitive data. \"}),\"New user roles for analysts and contractors make it easy to limit who can do what in Freeplay, and new \u201Cprivate projects\u201D protect data so that only people with approval can see row-level data and prompts.\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"One of our customers from a large financial institution had this to say after using these new features for a couple weeks:\"}),/*#__PURE__*/e(\"blockquote\",{children:/*#__PURE__*/e(\"p\",{children:'\u201CFreeplay\u2019s Reviews feature has been a game-changer for operationalizing LLMs within our prompt ops workflow. Analysts can now efficiently review interactions, surface insights, and refine prompts\u2014all in a seamless, closed-loop system. Our insights now directly inform stakeholders, and we can deploy prompt updates to production without relying on engineering. This has accelerated our iteration cycle and made continuous improvement a reality.\"'})}),/*#__PURE__*/t(\"p\",{children:[\"Here\u2019s a quick video that shows the basic workflow, and can go deeper in our \",/*#__PURE__*/e(n,{href:\"https://docs.freeplay.ai/docs/review-queues\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"docs here\"})}),\". Read on for more perspective on how Review Queues can help your team.\"]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtu.be/6E-ISEw35H4\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Evolution of Human Review\"})}),/*#__PURE__*/e(\"p\",{children:\"As we highlighted in our previous post, looking at lots of row-level data is one of the biggest levers for improving AI product quality. Industry leaders are investing heavily in this approach by:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[\"Dedicating\",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/why-your-ai-product-team-needs-an-ai-quality-lead\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\" full-time roles to AI product quality\"})})]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Building teams of specialized data analysts and reviewers with the right domain expertise\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Making data review a core part of their ongoing development process\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Importantly, we see most of these efforts form in house when it comes to AI product development. Data curation and labeling for general foundation models may make sense to outsource, but it\u2019s often the case that interpreting quality for LLM outputs in a targeted B2B product are too nuanced to outsource to others.\"}),/*#__PURE__*/e(\"p\",{children:\"As these internal data ops efforts scale, teams face new challenges:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"How do you coordinate review work across growing teams?\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"How do you ensure consistency in review processes?\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"How do you track progress and demonstrate ROI from these efforts?\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"How do you turn review findings into actionable improvements?\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Review Queues address these challenges head-on by bringing integrated, enterprise-grade workflow management to the human review process.\"}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"How Review Queues Work In Freeplay\"})}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Structured Review Workflows\"})}),/*#__PURE__*/e(\"p\",{children:\"Review Queues helps you organize review efforts into discrete, manageable chunks:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Use Freeplay\u2019s integrated search and filtering features to create bounded sets of completions for review\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Assign work to specific team members or groups and set deadlines\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Track progress with review status and queue-level analytics\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Filter and prioritize review items based on your needs \u2014 e.g. to inspect data with poor scores, or find all the examples of a given intent in an agent product\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Most importantly, Review Queues creates a clear output \u2013 every queue generates an insights report that helps communicate findings and drive action.\"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"576\",src:\"https://framerusercontent.com/images/CFJ8hjs4uFHYvrRXR1PkQJriC4.png\",srcSet:\"https://framerusercontent.com/images/CFJ8hjs4uFHYvrRXR1PkQJriC4.png?scale-down-to=512 512w,https://framerusercontent.com/images/CFJ8hjs4uFHYvrRXR1PkQJriC4.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/CFJ8hjs4uFHYvrRXR1PkQJriC4.png 2048w\",style:{aspectRatio:\"2048 / 1152\"},width:\"1024\"}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Turn Review Findings into Action\"})}),/*#__PURE__*/e(\"p\",{children:\"Review Queues aren\u2019t just about organizing work \u2013 it's ultimately about driving improvements to your AI products.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:\"As these efforts formalize, we see more teams producing things like weekly quality reports for engineering teams, or pulling quality data into email summaries for executive review. Whenever people spend time to review and label lots of data, they want those learnings to be shared.\"}),/*#__PURE__*/e(\"p\",{children:\"Some of the ways Review Queues help feed that learning loop:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Insights Reports:\"}),\" Auto-generated reports surface patterns and trends in your reviewed data, updated in real-time as work progresses \u2014 no need to build separate pivot tables and charts!\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Dataset Creation:\"}),\" Convert reviewed completions into datasets for testing and fine-tuning\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Support Analysis by All Stakeholders:\"}),\" Once data is labeled, anyone can drill down to row-level data to investigate specific issues\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Cross-Team Collaboration:\"}),\" Share findings easily between analysts, engineers, and product managers \u2014 all in one spot, without the need to ship spreadsheets around and copy/paste data\"]})})]}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"540\",src:\"https://framerusercontent.com/images/BKotFiDcYFTMZEiWiagtRWP4NlE.png\",srcSet:\"https://framerusercontent.com/images/BKotFiDcYFTMZEiWiagtRWP4NlE.png?scale-down-to=512 512w,https://framerusercontent.com/images/BKotFiDcYFTMZEiWiagtRWP4NlE.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/BKotFiDcYFTMZEiWiagtRWP4NlE.png 1920w\",style:{aspectRatio:\"1920 / 1080\"},width:\"960\"}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Integrated Human Review Solution\"})}),/*#__PURE__*/e(\"p\",{children:\"Review Queues integrates seamlessly with Freeplay's existing features to provide a complete and deeply integrated solution for human review:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Observability:\"}),\" Create Review Queues from observed production data\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Monitoring\"}),\": Use auto-evals to catch issues and help flag things for human review\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Data Labeling:\"}),\" Apply and manage custom labels\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Evaluations: \"}),\"Review and correct LLM judge scores as part of a Review Queue\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Testing:\"}),\" Convert reviewed data into datasets for better batch testing\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Collaboration:\"}),\" Share insights across your organization\"]})})]}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Getting Started\"})}),/*#__PURE__*/e(\"p\",{children:\"Review Queues are available today for all Freeplay customers. You'll find them under the new Reviews tab in any project.\"}),/*#__PURE__*/e(\"p\",{children:\"We're excited to see how teams use Review Queues to improve their AI products. Let us know what you think!\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(n,{href:{webPageId:\"QjFgKxaEI\"},motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Get started with Freeplay today\"})})})]});export const richText5=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In our latest episode of Deployed, we sat down with \",/*#__PURE__*/e(n,{href:\"https://www.linkedin.com/in/benkus/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Ben Kus\"})}),\", CTO of \",/*#__PURE__*/e(n,{href:\"https://www.box.com/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Box\"})}),\", to discuss how they're transforming enterprise content management with AI. As a public company serving over 100K+ customers, Box brings a valuable perspective on what it takes to build and deploy AI at scale in enterprise environments.\"]}),/*#__PURE__*/e(\"p\",{children:\"A few key themes emerged from our conversation that should be particularly relevant for teams building enterprise AI products:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"How generative AI is transforming the way companies work with unstructured data (with Box as the hub for much of that data \u2014 petabytes of it!)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"What enterprise AI agents are likely to look like in 2025, at least at Box\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:'The importance of \"System 2 thinking\" in agent design'})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practical lessons from rolling out AI capabilities within a well-established enterprise product\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"Dig into some highlights below, or check out the full episode on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/3Q12DrM7jX38uYp3iAQnw7\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/building-boxs-ai-platform-enterprise-lessons-in-scaling/id1767974576?i=1000694230438\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=_P7L5LSJkMA&feature=youtu.be\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Generative AI: The Perfect Tool for Unstructured Data\"})}),/*#__PURE__*/e(\"p\",{children:\"One of the most compelling parts of our conversation was Ben's perspective on how generative AI is unlocking new possibilities for working with unstructured data.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:'\"When Generative AI came out, it was kind of like a gift,\" Ben explains. \"We\\'d been watching the space develop, and then it was this kind of magical moment when all of a sudden it got really good... Not only does this thing chat well with you, it can actually read or look through your content and then almost act like a personal assistant who just read the thing for you.\"'}),/*#__PURE__*/e(\"p\",{children:\"This capability has transformed what's possible with enterprise content management. While structured data has seen decades of innovation in how companies can analyze and work with it, unstructured data has typically required human review to extract insights. Generative AI has changed this completely in the last two years.\"}),/*#__PURE__*/e(\"p\",{children:\"Box customers can now:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Ask questions across their entire document corpus\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Extract structured metadata from unstructured documents (cool \",/*#__PURE__*/e(n,{href:\"https://www.linkedin.com/posts/boxaaron_heres-box-ai-doing-data-extraction-on-a-activity-7297353770659692544-5mHX?utm_source=share&utm_medium=member_desktop&rcm=ACoAAAD82p4BXQKYIKdWoCi9rEgMJzE2N51nIek\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"demo video here\"})}),\")\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Get intelligent summaries and insights from content\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Process complex documents like contracts more efficiently\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=_P7L5LSJkMA\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Bringing AI Agents to the Enterprise\"})}),/*#__PURE__*/t(\"p\",{children:[\"Perhaps most interesting is Box's bet on AI agents for 2025. A year ago, most enterprises were wary of the non-deterministic decision making in agentic flows. Ben notes how quickly enterprise attitudes have shifted: \",/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{}),\"\\\"It used to be like a lot of people were like, 'well, I'm just trying to get my first use case.' You're telling me about some crazy new thing. But now... I think that the thing that is really powerful about the concept of AI agents is that they're able to do more complex tasks in a more specific way than was possible up until now.\\\"\"]}),/*#__PURE__*/e(\"p\",{children:\"Box's vision for agents goes beyond simple chatbots. They're building what Ben calls \\\"agentic workflows\\\" \u2013 AI systems that can handle complex, multi-step tasks while maintaining reliability and trust. This includes capabilities like:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Self-checking and correction of responses\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Intelligent citation of sources\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Breaking complex tasks into manageable steps\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Maintaining context across multiple interactions\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=qChHHEsxSpA\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Moving Beyond Chatbots to Agent UX\"})}),/*#__PURE__*/e(\"p\",{children:\"A key insight from Ben is how agent design requires rethinking traditional AI interfaces, and especially chat.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:'\"The user interface is different... the user expectation is different... what\\'s possible is actually weirdly different,\" he explains. This is particularly true when it comes to giving agents time to think.'}),/*#__PURE__*/e(\"p\",{children:\"He illustrates this with a story about a customer doing loan processing. Initially, customers were excited just to have AI help process individual documents faster. But the real potential of agents goes far beyond document-by-document automation.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:'\"Why even bother to make the person go open up each of those themselves when you could actually have the agent go through the process and give the loan processor a full summary of all of this in some structured way?\"'}),/*#__PURE__*/e(\"p\",{children:\"This evolution in thinking is critical for builders \u2013 moving from chat interfaces to autonomous workflows that can handle complex multi-step processes and just get things done for people. It requires new ways of thinking about user interfaces that go beyond conversation, focusing instead on how to help users monitor and guide autonomous processes that can run independently.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=-YKvKrTWiFU\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Rolling Out AI in an Enterprise Environment\"})}),/*#__PURE__*/e(\"p\",{children:\"One of the most valuable parts of our conversation was Ben's practical advice on implementing AI in an established enterprise product company. Our conversation covers several aspects including how they\u2019ve set up teams and how they\u2019ve decided which AI projects to work on. We\u2019ll call out some highlights here especially for Freeplay customers on tools & testing, but watch the whole thing to hear all Ben\u2019s advice:\"}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Strong Platform Foundations\"})}),/*#__PURE__*/e(\"p\",{children:'\"The thing that I would definitely do again is solidifying how AI works in your product,\" Ben advises. Box built what they call their AI Studio, which provides:'}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Consistent ways to access and process files\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"The ability to switch between different LLM providers\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Tools for customizing and testing prompts\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Enterprise-grade security and compliance controls\"})})]}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"em\",{children:\"Quality Control at Scale on Sensitive Data\"})}),/*#__PURE__*/e(\"p\",{children:\"Box\u2019s has figured out effective ways to maintain quality despite enterprise data privacy constraints, especially by focusing on LLMs as judges:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Using LLMs as graders to evaluate responses and produce scores allows them to evaluate quality without a human ever looking at customer data\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"They\u2019ve also built representative test datasets from their own data that employees can look at for QA\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://www.youtube.com/watch?v=TMpONi0PRro\"})})}),/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(\"br\",{className:\"trailing-break\"})}),/*#__PURE__*/t(\"p\",{children:[\"Huge thanks to Ben and the Box team for sharing these insights with a wide audience. For more information about Box's enterprise AI capabilities, visit \",/*#__PURE__*/e(n,{href:\"http://box.com/ai\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"box.com/ai\"})}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"Want to hear more conversations like this one? Subscribe to Deployed on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/3Q12DrM7jX38uYp3iAQnw7\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/building-boxs-ai-platform-enterprise-lessons-in-scaling/id1767974576?i=1000694230438\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=_P7L5LSJkMA&feature=youtu.be\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]})]});export const richText6=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"We started the Deployed podcast to share practical lessons learned from engineering & product leaders who are building AI systems at scale, and this conversation comes at an interesting time. In the past couple months there\u2019s been an explosion of interest in building AI agents. They\u2019re far more complicated than simple single-prompt applications, or even RAG chatbots!\"}),/*#__PURE__*/t(\"p\",{children:[\"One company who\u2019s been way out in front creating enterprise agents is \",/*#__PURE__*/e(n,{href:\"https://sierra.ai/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Sierra\"})}),\" \u2013 the customer service agent company co-founded by Bret Taylor, who\u2019s the former co-president of Salesforce and the current OpenAI board chair.\"]}),/*#__PURE__*/e(\"p\",{children:\"Arya Asemanfar leads product engineering at Sierra, and we\u2019re fortunate to talk with him in this episode. He shares a ton of practical wisdom gained from building enterprise agents that actually work. Arya covered a range of useful topics with us \u2014 from how Sierra designs custom agents for customers, to the details of their agent development stack, their eval system, human review process, and how they build feedback loops into their product.\"}),/*#__PURE__*/e(\"p\",{children:\"A few highlight clips below should be especially valuable for teams building production AI agents (or thinking about it).\"}),/*#__PURE__*/t(\"p\",{children:[\"Read on for our key takeaways, or check out the full episode on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/2jLYw1qj3XaRLDVgPUEnvA\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/from-chatbots-to-enterprise-agents-how-sierra-is-redefining/id1767974576?i=1000685091042\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=j_n7ZLWb5tU\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:\"Bringing AI Agents to Life With Customers\"}),/*#__PURE__*/e(\"p\",{children:'Anyone building an agent product will want to think about Sierra\u2019s approach to onboarding and working with customers. Rather than trying to build a one-size-fits-all solution, they\\'ve embraced the unique needs of each business through what Arya calls a \"co-design process.\"'}),/*#__PURE__*/e(\"p\",{children:\"\\\"Each agent is its own product,\\\" Arya explains. Sierra pairs each customer with an agent developer who works to understand the customer's brand voice, policies, and desired customer experience. This isn't just initial setup \u2013 it's an ongoing partnership to shape how the agent behaves and evolves.\"}),/*#__PURE__*/e(\"p\",{children:'This approach has helped Sierra navigate one of the trickier aspects of enterprise AI adoption: setting appropriate expectations. \"Early on when AI was still fairly new... a lot of customers would show up and be kind of unsure about what to expect,\" Arya notes. \"I think that we\\'ve actually seen that start to change fairly rapidly... customer expectations are starting to be much more grounded.\"'}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=6LmERG4MHR8\"})})}),/*#__PURE__*/e(\"h2\",{children:\"The Agent Development Stack\"}),/*#__PURE__*/e(\"p\",{children:'Everyone is trying to figure out the basic patterns, tooling, and infrastructure needed to build great agents. As Arya puts it, \"If you think about Google in its early days, they not only built a great product in their search engine, but they also got really good at building internet scale products (and invented tech like MapReduce to help)... I think the same is going to be true for agents.\"'}),/*#__PURE__*/e(\"p\",{children:\"Arya describes the critical components of their platform that includes tools for:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Agent Design:\"}),\" New tools for modeling complex conversational flows\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Testing:\"}),\" For both unit-test style/prompt-level evaluations, and integration tests for full conversation flows\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"QA:\"}),\" Multiple layers of quality checks before agents go live, including human-in-the-loop reviews\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Monitoring:\"}),\" Runtime supervision of agent behavior\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Observability:\"}),\" Understanding what's happening in production\"]})})]}),/*#__PURE__*/e(\"p\",{children:\"Having these components has been essential for scaling their ability to build and maintain multiple enterprise agents. \\\"We're not only sort of building AI agents for our customers, we're also investing in building the tools and processes and ultimately a product that is the best way to build the best agents.\\\"\\xa0\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=nXrKeMxp1T4\"})})}),/*#__PURE__*/e(\"h2\",{children:\"Building a Comprehensive Evaluation System\"}),/*#__PURE__*/e(\"p\",{children:\"One of the most valuable parts of any AI system is evals, and Arya breaks down how Sierra approaches testing and evaluating their agents.\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Unit-test style evals\"}),\" for specific prompt behaviors\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Integration style tests\"}),\" for end-to-end conversation flows / skills that an agent might do\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Runtime checks\"}),\" using supervisor models\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[/*#__PURE__*/e(\"strong\",{children:\"Human review\"}),\" as a critical backstop\"]})})]}),/*#__PURE__*/t(\"p\",{children:[\"Importantly, Sierra runs both \",/*#__PURE__*/e(\"strong\",{children:\"platform-level evals\"}),\" (testing their core abstractions) and \",/*#__PURE__*/e(\"strong\",{children:\"customer-specific evals\"}),\" (verifying specific behaviors or tone).\"]}),/*#__PURE__*/e(\"p\",{children:'He describes this set of things as a necessary \"constellation\" of evaluation methods.'}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=pEzAoVRkXv4\"})})}),/*#__PURE__*/e(\"h2\",{children:\"The Essential Role of Domain Experts\"}),/*#__PURE__*/e(\"p\",{children:\"A particularly important part of Sierra's approach (and most AI teams) is how they've integrated domain expertise into their development process. Arya describes technical expertise being especially important early on, and then emphasizes that domain expertise becomes increasingly critical as systems scale.\"}),/*#__PURE__*/e(\"p\",{children:'We\u2019ve been building Freeplay to make sure it works well for less-technical domain experts, and Arya describes well why we do this: \"The domain expert is probably the more important one (vs. technical experts) once you have some level of scale... Knowing what the right customer experience should be is more important because ultimately you have to give that feedback. If the behavior is incorrect because the behavior was not correctly specified, the only person who\\'s going to know that is the person who knows what should happen instead.\"'}),/*#__PURE__*/e(\"p\",{children:\"He talks more about this here.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=zjjMwEqqeQM\"})})}),/*#__PURE__*/e(\"h2\",{children:\"Designing Effective Feedback Loops\"}),/*#__PURE__*/e(\"p\",{children:\"Another big question we hear a lot is how to build effective feedback loops. Arya talks about some of the challenges to doing this well, including that effective feedback loops require more structure than simple freeform comments. Different types of issues need different types of feedback:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"For tone/phrasing issues, it\u2019s helpful to collect direct examples of better responses\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"For behavioral issues, you end up wanting something closer to a detailed spec of how the interaction should work\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"For system-level issues, sometimes what\u2019s most valuable is complete workflow documentation\"})})]}),/*#__PURE__*/e(\"p\",{children:'\"Having an opinion about the kinds of feedback that you want to collect and how to act on those things in particular is important,\" Arya notes. This structured approach helps ensure feedback can be effectively acted upon rather than creating \"whack-a-mole\" situations.'}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=jm69GeDgWSI\"})})}),/*#__PURE__*/e(\"h2\",{children:\"Looking Ahead\"}),/*#__PURE__*/e(\"p\",{children:\"We covered a bunch of other topics, including Arya\u2019s excitement about the future of AI product development. He believes we're still early in discovering new paradigms for how people will interact with AI-powered products. Just like mobile devices led to new interaction patterns like pull-to-refresh, AI may enable entirely new ways of engaging with software.\"}),/*#__PURE__*/e(\"p\",{children:'For teams looking to build in this space, his parting advice emphasized the importance of staying grounded in specific customer needs: \"It\\'s too easy to get in your head too much about what is the right solution to a particular problem in the abstract... keeping it hyper focused on one customer or one concrete example... helps you build a foundation from which you can now have a more informed intuitive mental model.\"'}),/*#__PURE__*/t(\"p\",{children:[\"Thank you to Arya and the Sierra team for sharing these insights. If you're interested in learning more about Sierra's work with enterprise AI agents, visit \",/*#__PURE__*/e(n,{href:\"https://sierra.ai\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"sierra.ai\"})}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"Want to hear more conversations like this one? Subscribe to Deployed on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/2jLYw1qj3XaRLDVgPUEnvA\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/building-enterprise-grade-ai-agents-lessons-from-sierras/id1767974576?i=1000685091042\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://youtu.be/j_n7ZLWb5tU\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Youtube\"})}),\".\"]})]});export const richText7=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In a\",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/how-help-scout-moved-from-traditional-saas-to-an-ai-first-product-company\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\" recent episode\"})}),' of the Deployed podcast, Freeplay customer Help Scout shared how they\\'ve transformed their customer service platform into an AI-native product company. They describe one of their most impactful decisions as appointing a new role they titled \"AI Quality Lead.\"\\xa0']}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ve seen this exact role \u2014 or roles very much like it \u2014 make a big impact on several of our customers\u2019 teams. The results have consistently resulted in tighter feedback loops, more trust in performance metrics, and overall faster time to market.\"}),/*#__PURE__*/e(\"p\",{children:\"We also get a lot of questions from engineering leaders about how to set up AI teams so thought it was worth sharing some learnings about this role.\"}),/*#__PURE__*/e(\"h3\",{children:\"What's an AI Quality Lead?\"}),/*#__PURE__*/e(\"p\",{children:\"The AI Quality Lead role serves as a bridge between domain expertise and AI development. They tend to come from the domain expert side, but then learn generative AI tactics like prompt engineering and evals. We\u2019ve seen people enter this role from customer service, solution engineering, financial analysis, CPA backgrounds, and even MDs.\"}),/*#__PURE__*/e(\"p\",{children:\"Generally they\u2019re responsible for:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Reviewing and analyzing production data to spot quality issues\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Defining evaluation criteria and (sometimes) writing evals to catch future issues\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Managing test datasets to ensure comprehensive testing\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Improving prompts based on deep understanding of customer needs, especially to make sure AI features maintain the right tone and quality\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Helping prioritize with engineering & PMs what issues to fix first and what to build next\\xa0\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Training others on the team to evaluate AI output quality\"})})]}),/*#__PURE__*/e(\"p\",{children:\"In Help Scout\u2019s case, this looked like plucking someone with deep experience on their customer success team who had solid product knowledge but no engineering background, and then empowering them to make sure AI features truly serve customer needs.\"}),/*#__PURE__*/t(\"p\",{children:[\"The result? This role has since become central to their AI development process. As Luis Morales, VP of Engineering at Help Scout, explains on the podcast: \",/*#__PURE__*/t(\"em\",{children:['\"Understanding the data, understanding the LLMs, understanding machine learning is not everything. We really need to understand the ',/*#__PURE__*/e(\"strong\",{children:\"context\"}),\" of the things that we're doing.\\\"\"]}),\" \"]}),/*#__PURE__*/t(\"p\",{children:[\"In just a month after their AI Quality Lead started improving prompts, the customer team reported that AI-generated drafts \",/*#__PURE__*/e(\"em\",{children:'\"felt like they were written by one of our own.\"'})]}),/*#__PURE__*/e(\"p\",{children:\"Here\u2019s a clip of Luis talking more about the role:\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=X5hC2Fi5k5s\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Why domain experts make great AI Quality Leads\"}),/*#__PURE__*/e(\"p\",{children:\"One of the most exciting aspects of this role is that you don't need to start with someone who have generative AI expertise (especially since so few people actually do). A key assumption is that they\u2019ll be paired with experienced engineers and data scientists who know the technical side well, but it\u2019s a great way to get more people involved in AI development.\"}),/*#__PURE__*/e(\"p\",{children:\"The learning curve for prompt engineering, writing evals, and running experiments is not as steep as many assume. As Help Scout described, it only took a month for this role to ramp up and start making a measurable impact.\"}),/*#__PURE__*/e(\"p\",{children:\"Below are a few key attributes that make domain experts successful in this role:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They have a deep understanding of customer needs and use cases\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They are able to recognize subtle quality issues that technical metrics might miss\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They have a natural inclination to think systematically about categorizing and solving problems\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They are eager to learn new technical skills\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They are strong communicators, with a knack for bridging the gap between technical and non-technical teammates\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"Getting started\"}),/*#__PURE__*/t(\"p\",{children:[\"If you're running an AI team and considering creating an AI Quality Lead role, we've shared a \",/*#__PURE__*/e(n,{href:\"https://freeplay-ai.notion.site/Template-AI-Product-Quality-Lead-17c41504f74d80a1bee5d8dbb4644357\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"template job description\"})}),\" based on what we've seen work well across multiple companies.\\xa0\"]}),/*#__PURE__*/e(\"p\",{children:\"And for anyone taking on this role, here\u2019s a breakdown of how to set yourself up to succeed:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Learn the basics of prompt engineering (check out these guides from \",/*#__PURE__*/e(n,{href:\"https://platform.openai.com/docs/guides/prompt-engineering\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"OpenAI\"})}),\" and \",/*#__PURE__*/e(n,{href:\"https://docs.google.com/spreadsheets/d/19jzLgRruG9kjUQNKtCg1ZjdD6l6weA6qRXG5zLIAhC8/edit?gid=150872633#gid=150872633\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Anthropic\"})}),\", our our post \",/*#__PURE__*/e(n,{href:\"http://for-product-managers-part-1-composing-prompts/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\")\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Start dogfooding your team\u2019s existing AI applications and digging into existing production data to understand current quality issues\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/t(\"p\",{children:[\"Dig in with your engineering team to understand existing evaluation criteria and testing processes, and map out future plans (primer on LLM evaluation & testing \",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/prompt-engineering-for-product-managers-part-2-testing-evaluation\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\")\"]})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Build a systematic process you can use for reviewing issues and taking action, like a daily review of negative customer feedback\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Establish regular feedback loops with customers and the engineering team, like a weekly sync with engineering to review your learnings & suggestions\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"Have questions? \",/*#__PURE__*/e(n,{href:\"http://freeplay.ai/demo\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"We\u2019d love to help\"})}),\". We\u2019re happy to share learnings and provide input for other leaders as they build out AI teams. Grab time to chat with our team here.\"]}),/*#__PURE__*/e(\"h3\",{children:\"Additional resources\"}),/*#__PURE__*/e(\"p\",{children:\"To learn more about building effective AI teams, feedback loops, and evaluation systems:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/building-an-llm-eval-suite-that-actually-works-in-practice\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Building an LLM Eval Suite That Actually Works in Practice\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/write-better-evals-faster-with-freeplay-s-ai-assistant\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Write Better Evals Faster With Freeplay's AI Assistant\"})})})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/use-live-filters-to-integrate-human-model-graded-evals\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Use Live Filters to Integrate Human & Model-Graded Evals\"})})})})]})]});export const richText8=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:\"Our next couple episodes of Deployed will look specifically at AI in customer service \u2013 one of the biggest areas generative AI is making a significant impact for businesses. \"}),/*#__PURE__*/t(\"p\",{children:[\"For the first conversation, we sat down with Nick Francis (CEO & Co-founder) and Luis Morales (VP of Engineering) of \",/*#__PURE__*/e(n,{href:\"https://www.helpscout.com/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Help Scout\"})}),\" to discuss their journey transforming a 13-year-old customer service SaaS company into an AI-first business. With 12,000 customers worldwide, Help Scout had built a significant \\\"traditional SaaS\\\" business over the years that was already operating at scale. Now they've come so far so fast on their AI journey that they've made a huge bet on AI \u2013 to the point of getting rid of their traditional seat-based pricing model.\"]}),/*#__PURE__*/e(\"p\",{children:\"What makes their story particularly interesting is how they've approached this transition: rather than simply adding AI features, they've fundamentally reimagined their business model and product strategy around AI capabilities. And always with an \\\"AI for delight, or not at all\\\" principle guiding the way.\"}),/*#__PURE__*/e(\"p\",{children:\"We dig into several big themes that will be interesting to other teams considering this shift:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"How they built conviction to change their pricing model\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Their journey to build generative AI expertise within their existing team\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:'The success they\u2019ve had from their new \"AI Quality Lead\" role that bridges customer service domain expertise and AI development'})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Shifting their product and engineering culture to embrace the experimental nature of building with AI\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"Below we highlight some key parts of the conversation \u2013 check out the full episode here on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/1Rh3RAKi0Voe8UzzZurHOF\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/moving-from-traditional-saas-to-an-ai-first-product/id1767974576?i=1000682932415\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", and \",/*#__PURE__*/e(n,{href:\"https://youtu.be/Ymqi9uU1JYU\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Making a Big Bet on AI After 13 Years\"})}),/*#__PURE__*/e(\"p\",{children:\"When many established companies consider adding AI capabilities, they often default to charging extra for a new AI feature add-on or other bonus item to test the waters. Help Scout has taken the dramatic next step. After their early success delivering valuable AI features to customers, they completely restructured their pricing model to align their incentives better with their customers \u2014 and generative AI features are included for free. Help Scout\u2019s pricing is not based on the number of \u201Ccontacts helped,\u201D not the number of support agent seats required by a business.\"}),/*#__PURE__*/e(\"p\",{children:'\"This has been the only sort of incredibly disruptive cycle that we\\'ve been through as a business,\" Nick explains. \"It doesn\\'t happen that often, but it did feel like a founding moment. And whenever it feels like a founding moment in your market, it\\'s important that you adopt day one thinking.\"'}),/*#__PURE__*/e(\"p\",{children:\"Nick talks about that Day One thinking in this clip, including:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Moving away from per-seat pricing to charging based on customer contacts\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Making AI features free on all plans\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Offering unlimited seats to democratize access to customer data\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=KyVLYVPcFsI\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Building AI Expertise From Scratch\"})}),/*#__PURE__*/e(\"p\",{children:\"Like so many other software companies that have recently entered the AI space, Help Scout didn't start with a machine learning team or significant AI expertise. They had to build this new expertise from the ground up.\"}),/*#__PURE__*/e(\"p\",{children:\"Looking back two years ago, Nick shares: \\\"We were literally starting from scratch. We didn't have an AI team. We didn't have a machine learning team. We didn't have really any core competency within the walls of our business around AI.\\\"\"}),/*#__PURE__*/e(\"p\",{children:\"Their approach:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Started by creating a working group that prototyped seven different generative AI features in 6 weeks\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Initially shipped simple features like conversation summarization and translation\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Then started building more complex capabilities like AI-powered email drafts with a custom RAG system\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Acquired a small AI-focused company to accelerate learning\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Luis talks more about how they initially built technical expertise in this clip.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=HcvC_42H52M\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:'Creating the \"AI Quality Lead\" Role'})}),/*#__PURE__*/e(\"p\",{children:\"Help Scout has taken an approach that we\u2019ve seen other successful teams take too. One of their most impactful innovations has been creating a new role to bridge the gap between AI development and customer needs. They took someone from their customer success team \u2013 someone with deep product knowledge but no engineering background \u2013 and made them responsible for ensuring AI features truly serve customer needs.\"}),/*#__PURE__*/e(\"p\",{children:\"This role that they\u2019ve called \u201CAI Quality Lead\u201D has become central to their AI development process. The person is responsible for:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Improving prompts based on deep customer understanding\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Defining and running evaluations\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Helping prioritize what to build next / what issues to prioritize fixing\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Ensuring AI features maintain the right tone and quality\"})})]}),/*#__PURE__*/e(\"p\",{children:\"\\\"He definitely has been improving the prompts to make them especially tone and quality. A month in, he did a couple of tweaks to one of the prompts and our own customer team was like, 'it's amazing, it feels like it's one of our own writing those drafts,'\\\" Luis shares.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=X5hC2Fi5k5s\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Embracing an Experimentation Culture\"})}),/*#__PURE__*/e(\"p\",{children:\"Perhaps the biggest change for Help Scout has been shifting from traditional software development practices to the more experimental approach required for AI products. We\u2019ve found this shift to be surprising to lots of teams, and especially to leaders who are looking for dependable delivery schedules.\"}),/*#__PURE__*/e(\"p\",{children:'\"Initially, it was hard because the engineers were not used to that,\" Luis shares. \"They wanted to do their research and their discovery. And once they were done with that, they just wanted to go and implement it and everything was going to go following the plan. The non-deterministic nature of LLMs means that\\'s not going to happen at any time.\"'}),/*#__PURE__*/e(\"p\",{children:\"Nick emphasizes how this requires a different approach to shipping: \\\"We now have this phrase that we use a lot in the experience org, which is 'ship when it's dangerous.' If you're not shipping when it's dangerous, it's too late.\\\"\"}),/*#__PURE__*/e(\"p\",{children:\"This cultural shift has meant:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Accepting longer timelines from POC to production\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Higher tolerance for risk in shipped products\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Recognition that improvement requires real usage data as a precursor, so they know where to focus\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"More emphasis on monitoring and evaluation in production\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=GeOg9z1KbHw\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Take Aways\"})}),/*#__PURE__*/e(\"p\",{children:\"Help Scout has taken bold steps to make the transition to an AI-first product company and business. Hopefully their lessons learned are helpful For other leaders considering similar transitions\"}),/*#__PURE__*/e(\"p\",{children:\"To recap some of their biggest learnings and advice:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Start with clear principles and a vision for how AI should serve customers\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Be willing to question fundamental business model assumptions\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Invest in building the right team structure and culture\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Focus on shipping and learning from real customer usage \u2013 even when it feels risky\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"Thanks to Nick and Luis for sharing their experience! If you're interested in learning more about Help Scout's approach to AI, check out their website \",/*#__PURE__*/e(n,{href:\"https://www.helpscout.com/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\".\"]})]});export const richText9=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/e(\"p\",{children:'As AI products mature beyond chat interfaces, development teams are increasingly building systems that can take action on a user\u2019s behalf. These agentic AI systems use \"tools\" (aka \"function calls\") to interact with APIs, retrieve information, and perform tasks. Developing and maintaining these tool-enabled systems brings new challenges \u2014 especially when trying to coordinate across technical and non-technical team members.\\xa0'}),/*#__PURE__*/e(\"p\",{children:\"That\u2019s why we\u2019ve made some big updates that make it much easier to manage, record, and experiment with tools in your prompts and agentic systems using Freeplay. This post covers the highlights.\"}),/*#__PURE__*/e(\"p\",{children:\"Alongside prompts, tools are a core primitive in the generative AI product development landscape \u2014\\xa0and they deserve first-class support. We\u2019ve long supported tool use, but schema definitions had to live in code outside of Freeplay. Our customers told us they wanted more flexibility to iterate within Freeplay, but without the loss of control in code.\"}),/*#__PURE__*/e(\"p\",{children:\"With our latest changes it\u2019s now easy to:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Iterate on tool schemas, either in your code or in the Freeplay app \u2014 whichever workflow you prefer\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Test tool behavior in the Freeplay playground and code, so that even non-engineers can make prompt changes or update tool descriptions easily\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Swap your prompts between model providers without modifying tool schemas (e.g. when swapping prompts between OpenAI, Anthropic or Google)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Run offline experiments and tests that include tools, including the ability to include structured tool calls in datasets managed with Freeplay\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Run auto-evals that target tool schemas as part of your evaluation checks to confirm tool selection and other behavior matches you expectations\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Below is a quick demo video of what the new changes look like. Read on for more detail.\\xa0\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=9_p9DPltfwM\"})})}),/*#__PURE__*/e(\"h3\",{children:\"Background\"}),/*#__PURE__*/e(\"p\",{children:\"If you\u2019re new to some of the challenges with using and managing tools, it might help to start with a quick primer.\\xa0\"}),/*#__PURE__*/t(\"p\",{children:[\"Generative AI systems use tools to interact with other APIs, retrieve information, and perform tasks. Tools have become an essential part of the workflow to build LLM-powered systems that interact with other services. A decent primer is \",/*#__PURE__*/e(n,{href:\"https://www.promptingguide.ai/applications/function_calling\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\".\\xa0\"]}),/*#__PURE__*/e(\"p\",{children:\"However, developing and maintaining these tool-enabled systems brings new challenges, especially when trying to coordinate across technical and non-technical team members.\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Tool schemas can be opaque and inaccessible when locked up in source. But it\u2019s often the case with Freeplay customers that non-engineers want to experiment with prompt changes that include tool calls, or even make adjustments to tool definitions \u2013 especially since those tool definitions control which tools a model will choose. This workflow needs to be better.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Different model providers (e.g. OpenAI, Anthropic) handle tools differently and require different schemas and call structures. It can be a pain to modify things in order to quickly swap models.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Running prompt engineering experiments and testing AI systems that involve tool calling requires knowledge of those tools, including appropriate handling of tools in datasets used for testing, evals, etc. Getting a whole LLM ops system working well with tools takes work.\"})})]}),/*#__PURE__*/e(\"p\",{children:\"Our goal at Freeplay is to help AI teams build great AI products, and that means solving these problems in ways that allow engineers and non-engineering team members like PMs and data analysts to collaborate effectively. Ideally both groups are empowered, without stepping on each others\u2019 toes.\\xa0\"}),/*#__PURE__*/e(\"p\",{children:\"That\u2019s why we\u2019re excited to release these new features that make tool-enabled AI development more accessible, transparent, and reliable for the entire product development organization \u2014 not just engineers. Let\u2019s dive into the details of what\u2019s new.\"}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"What's New: A Better Toolkit for AI Product Development\"})}),/*#__PURE__*/e(\"p\",{children:\"We've made tools a first-class citizen in Freeplay, integrating them deeply with our prompt management system and other features.\\xa0\"}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"526\",src:\"https://framerusercontent.com/images/5F4rxDJqInC6piFYy8PPNNGQjs.png\",srcSet:\"https://framerusercontent.com/images/5F4rxDJqInC6piFYy8PPNNGQjs.png?scale-down-to=512 512w,https://framerusercontent.com/images/5F4rxDJqInC6piFYy8PPNNGQjs.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/5F4rxDJqInC6piFYy8PPNNGQjs.png 1719w\",style:{aspectRatio:\"1719 / 1053\"},width:\"859\"}),/*#__PURE__*/e(\"p\",{children:\"Tool schemas can now be managed and versioned alongside your prompts and model configurations, providing the same versioning and feature flag-style deployment options Freeplay has long provided for prompts. This allows for easy collaboration between engineers, product owners, and whoever is doing prompt engineering or running experiments (even if they\u2019re not engineers).\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Version tracking handles both tool schemas and prompts together\"})}),/*#__PURE__*/t(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:[/*#__PURE__*/e(\"p\",{children:\"Choice of how you prefer to create and manage tool schemas:\\xa0\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"1. Start in our playground, then retrieve via the Freeplay SDK (just like prompt templates), or\\xa0\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"2. Record from your code, and then save a tool schema in Freeplay for future experimentation use in the UI.\\xa0\"})})]})]})]}),/*#__PURE__*/t(\"p\",{children:[\"Already using tools but not using Freeplay yet? You can easily push your tools into the Freeplay system, \",/*#__PURE__*/e(n,{href:\"https://freeplay.ai/blog/optimizing-for-developer-control-designing-an-sdk-to-stay-out-of-the-way\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"our SDK works with your existing code\"})}),\".\"]}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Integrated Playground Experimentation\"})}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"378\",src:\"https://framerusercontent.com/images/xQNregG8l0dFjcZq2eXMKZWpVog.png\",srcSet:\"https://framerusercontent.com/images/xQNregG8l0dFjcZq2eXMKZWpVog.png?scale-down-to=512 512w,https://framerusercontent.com/images/xQNregG8l0dFjcZq2eXMKZWpVog.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/xQNregG8l0dFjcZq2eXMKZWpVog.png 1719w\",style:{aspectRatio:\"1719 / 756\"},width:\"859\"}),/*#__PURE__*/e(\"p\",{children:\"However you choose to create and manage tool schemas initially, the Freeplay playground now fully supports experimenting with prompt and model changes, as well as changes to tool descriptions, etc. that can help you tune model behavior.\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Rapidly iterate on tool descriptions to see how they\u2019re handled by different models\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Make side-by-side comparisons of tool behavior across OpenAI, Anthropic, Google and other providers (including Azure OpenAI and AWS Bedrock)\"})})]}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Observability For Your Whole Team\"})}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"859\",src:\"https://framerusercontent.com/images/5z9bJ5GzLuXsNDh2RGIq0jW2cw.png\",srcSet:\"https://framerusercontent.com/images/5z9bJ5GzLuXsNDh2RGIq0jW2cw.png?scale-down-to=1024 1014w,https://framerusercontent.com/images/5z9bJ5GzLuXsNDh2RGIq0jW2cw.png 1703w\",style:{aspectRatio:\"1703 / 1719\"},width:\"851\"}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ve redesigned how tools appear in our Observability features to better serve both technical and non-technical team members, so that anyone can easily see what's happened in an agentic workflow. The redesigned view of tool interactions makes it easier to interpret what tools are doing without having to read through complex stack traces, while still maintaining detailed raw data for engineers to debug. You can easily see what your whole system is doing \u2013 even the parts that don\u2019t call an LLM.\"}),/*#__PURE__*/e(\"p\",{children:\"This better enables:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Collaborative debugging of tools-enabled systems\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Full labeling and dataset curation support for reviewers\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"More intuitive live monitoring and evaluation of agentic systems in production\"})})]}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Comprehensive Testing & Evaluation Support\"})}),/*#__PURE__*/e(\"img\",{alt:\"\",className:\"framer-image\",height:\"559\",src:\"https://framerusercontent.com/images/rwerTfrujC7KtIWe5miEFjCQgUY.png\",srcSet:\"https://framerusercontent.com/images/rwerTfrujC7KtIWe5miEFjCQgUY.png?scale-down-to=512 512w,https://framerusercontent.com/images/rwerTfrujC7KtIWe5miEFjCQgUY.png?scale-down-to=1024 1024w,https://framerusercontent.com/images/rwerTfrujC7KtIWe5miEFjCQgUY.png 1719w\",style:{aspectRatio:\"1719 / 1119\"},width:\"859\"}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ve expanded our evaluation and testing flows to better support tool-enabled systems too.\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Freeplay\u2019s auto-evals now support evaluation of specific tool-interaction components to ensure your LLM systems are invoking the right tools for the job.\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Freeplay datasets fully integrate tool schemas natively, so it\u2019s easy to collect and maintain datasets for testing tool-enabled features\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Quickly run batch tests to validate and quantify tool behavior \u2014 either through the Freeplay UI or our SDK\"})})]}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Provider Flexibility\"})}),/*#__PURE__*/e(\"p\",{children:\"We\u2019ve made updates across our SDK to make it simple to work with tools across LLM providers. When you manage your tool schemas with Freeplay, the SDK will handle the schema translation across providers any time you choose to swamp providers. We\u2019ve done this since the beginning with prompts, and now provide the same flexibility for tool use.\"}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Why This Matters\"})}),/*#__PURE__*/e(\"p\",{children:\"Tool use, and agentic systems more broadly, are becoming the norm for AI product teams.\"}),/*#__PURE__*/e(\"p\",{children:\"But with it, the complexity of building and maintaining these systems increases significantly. Existing approaches create silos between engineers and other team members, slowing down iteration and making it harder to improve a product.\"}),/*#__PURE__*/e(\"p\",{children:\"Freeplay\u2019s approach to tool support aims to break down these barriers. By making tool-enabled AI products more accessible and observable, entire product development teams can collaborate effectively on building and improving AI agents.\"}),/*#__PURE__*/e(\"h3\",{children:/*#__PURE__*/e(\"strong\",{children:\"Getting Started\"})}),/*#__PURE__*/t(\"p\",{children:[\"If you're already using Freeplay, these features are all live now. An updated intro guide is \",/*#__PURE__*/e(n,{href:\"https://docs.freeplay.ai/docs/tools\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\", and integration details are in the \",/*#__PURE__*/e(n,{href:\"https://docs.freeplay.ai/docs/freeplay-sdk#recording-tools\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"SDK docs\"})}),\" and \",/*#__PURE__*/e(n,{href:\"https://docs.freeplay.ai/docs/api-reference\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"API docs\"})}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"If you're new to Freeplay, we\u2019d love to get you started. \",/*#__PURE__*/e(n,{href:\"http://freeplay.ai/demo\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Grab time with our team today\"})}),\".\"]})]});export const richText10=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"We were fortunate recently to have a conversation on the Deployed podcast with \",/*#__PURE__*/e(n,{href:\"https://www.linkedin.com/in/kyle-nesbit-7312a58/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Kyle Nesbit\"})}),\" \u2014 a technical leader at Google who brings a unique perspective to building AI products.\\xa0\"]}),/*#__PURE__*/t(\"p\",{children:[\"Kyle has a PhD in computer engineering and has spent the last 17 years at Google. He's worked on everything from high-performance distributed systems (he helped build the backbone of BigQuery), to machine learning in ads, to a three-year stint on the investing side with Gradient Ventures, Google\u2019s AI-focused venture firm. These days, he's focused on Google Cloud's AI & Data strategy, and he\u2019s been helping bring generative AI capabilities to life within \",/*#__PURE__*/e(n,{href:\"https://cloud.google.com/looker/?hl=en\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Looker\"})}),\" \u2013 the BI platform Google acquired in 2019.\"]}),/*#__PURE__*/e(\"p\",{children:\"Kyle\u2019s perspective on building generative AI products is particularly valuable to the Deployed audience. He was at Google during the early days of transformer models, and he talks about how the applied use of the technology has evolved since. He's lived the transition from RNNs and LSTMs to the current era of large language models, and he\u2019s got years of experience building production ML systems that work at Google-scale.\"}),/*#__PURE__*/e(\"p\",{children:\"In this conversation, Kyle shares practical insights about:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:'Why the \"scaling era\" of generative AI might be ending, and what comes next'})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"How to build effective processes for improving generative AI products\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"What it looks like to transform engineering cultures to work well with generative AI products\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Practical advice on evaluation pipelines and metrics\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Plus: Some advice for founders & investors on what makes AI products \u201Cinvestable\u201D\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"A few key themes really stood out, and we dig into each below. You can check out the full episode here: \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/insights-from-building-ai-systems-at-google-scale-in/id1767974576?i=1000679911126\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", and \",/*#__PURE__*/e(n,{href:\"https://youtu.be/Y1l6ZdIJ75k\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"The Return of Engineering Craftsmanship\"})}),/*#__PURE__*/e(\"p\",{children:'One of Kyle\\'s most interesting observations is that we may be approaching the end of the \"scaling era\" in AI \u2013 where bigger models and more data were the primary drivers of improvement. He sees us returning to an era where careful engineering and optimization make the difference between good and great products.\\xa0'}),/*#__PURE__*/e(\"p\",{children:\"This speaks to the intense levels of experimentation and optimization many Freeplay customers and other generative AI teams are focused on these days \u2014 building out effective RAG systems, agent pipelines, etc.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=mh3i2R7U6OY\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Begin With Your Evaluations\"})}),/*#__PURE__*/e(\"p\",{children:\"When it comes to building AI products that actually work, Kyle\u2019s number one tip: start with defining the metrics you\u2019ll use for evaluation before writing any code. This mode of development is reminiscent of test-driven development. It means clearly defining what success looks like and how you'll measure it, then building and tuning your systems to hit those goals.\"}),/*#__PURE__*/e(\"p\",{children:\"But evals are just the start. Kyle digs deeper on all the main parts of a successful production AI system:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Defining evals\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Capturing production data, including the additional signals needed to build a data flywheel\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Iterating on evals / metrics based on production learnings (\u201Cit\u2019s not like you frame the problem once and then move on\u201D)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Running any changes through an eval pipeline ahead of shipping, just like a CI/CD pipeline\"})})]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=7OPl2uIi2ao\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Transforming Engineering Culture\"})}),/*#__PURE__*/e(\"p\",{children:\"One of the biggest challenges we hear about from teams who are shifting resources from other types of engineering to AI products isn't technical \u2013 it's adapting to the different rhythms of building AI products. Unlike traditional software development where features can be built to spec, AI development is more iterative and experimental. It requires continuous testing and optimization, and the resourcing requirements look different as a result.\"}),/*#__PURE__*/e(\"p\",{children:\"Kyle shares some thoughts about what it looks like to build an AI product and engineering culture. Pro tip: Aligning on metrics up front with leadership and other key stakeholders creates a foundation for success \u2014 it lets the teams on the ground focus on optimizing those metrics.\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=24PyA3jHPUI\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Building A Strong AI Team Cadence\"})}),/*#__PURE__*/e(\"p\",{children:\"Kyle shares some specific recommendations for how to structure AI product development processes and team cadence, based on lessons learned. A few key elements:\"}),/*#__PURE__*/t(\"ol\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Orient wider teams around dashboards that capture agreed-upon quality metrics or evals \u2014 focus on those for reviews and tracking progress\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Small teams (2-3 people) focused on specific aspects of model quality\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Regular documentation of experiments and learnings\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Organize around sprints with retrospectives focused on sharing insights from the sprint\"})})]}),/*#__PURE__*/e(\"p\",{children:'When it comes to improving system quality, Kyle recommends treating it like traditional software engineering: \"When somebody reports a bug, what\\'s the first thing you do? You write the test, you reproduce the bug.\" He emphasizes building up representative test sets over time that help you evaluate and improve systematically.'}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=KB_bgY9CF5E\"})})}),/*#__PURE__*/e(\"h2\",{children:/*#__PURE__*/e(\"strong\",{children:\"Evals Make Your Product Investable\"})}),/*#__PURE__*/t(\"p\",{children:['Kyle leaves us with an interesting insight about advice he\u2019s giving to VC friends. The best way to cut through all the hype with AI demos (which he notes are often \"almost worthless\") is to ask teams about what they plan to eval:',/*#__PURE__*/e(\"br\",{}),/*#__PURE__*/e(\"br\",{}),\"\u201CIf somebody pitches you something related to AI, I would ask them: How are you measuring what's good and bad? \u2026 If they come back with an eval that's well principled/well thought through and the results are bad, invest, right? They know how to measure the problem, they'll optimize it, they'll figure it out. But if they have no idea how to even collect the data or how to quantify what's good and what's bad, there's no way in my perspective that it's going to end well.\u201D\"]}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=AkHzWtim0kM\"})})}),/*#__PURE__*/t(\"p\",{children:[\"Many thanks to Kyle for sharing his experience with us! If you want to hear more conversations like this one, subscribe to Deployed on \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/show/6nZS3a7iYb2EzHcl78iNmi\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/insights-from-building-ai-systems-at-google-scale-in/id1767974576?i=1000679911126\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\", and \",/*#__PURE__*/e(n,{href:\"https://youtu.be/Y1l6ZdIJ75k\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\".\"]})]});export const richText11=/*#__PURE__*/e(i.Fragment,{children:/*#__PURE__*/e(\"p\",{children:\"Kyle Nesbit, a 17-year Google veteran and AI expert, joins the Deployed podcast to share insights from his journey building AI products at scale. From defining evaluation metrics to transforming engineering cultures, Kyle offers practical advice for teams building with LLMs. Discover why the \u201Cscaling era\u201D of AI might be ending, how to create effective processes for generative AI, and what makes an AI product truly investable. Perfect for engineers, product managers, and leaders navigating the future of AI development.\"})});export const richText12=/*#__PURE__*/t(i.Fragment,{children:[/*#__PURE__*/t(\"p\",{children:[\"In our latest episode of Deployed, we sat down with Sara Beykpour, co-founder and CEO of \",/*#__PURE__*/e(n,{href:\"https://particle.news/\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Particle\"})}),\". We talk about how they're using AI to transform how people consume news \u2014 and get into lots of detail about her practical lessons learned with prompt engineering, evals, etc.\\xa0\"]}),/*#__PURE__*/t(\"p\",{children:[\"Particle is an iOS app that organizes news coverage across multiple sources into an easy-to-read, summarized, and personalized feed. It just \",/*#__PURE__*/e(n,{href:\"https://particlenews.medium.com/introducing-particle-the-news-organized-71decda13b35\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!1,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"launched out of beta\"})}),\" in the last couple weeks, after almost two years in development. Generative AI is used throughout Particle's system for things like:\"]}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Generating news summaries and headlines\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Identifying topics and building a taxonomy for the news\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Clustering related stories and identifying similarities between source articles\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Assisting with content moderation\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Answering user questions about stories\"})})]}),/*#__PURE__*/e(\"p\",{children:\"What makes Particle particularly interesting to us is how seamlessly they've integrated AI into the core news reading experience. We\u2019ve all seen a lot of chatbots and more than a few hardware devices at this point, but this feels like a new class of \u201Cconsumer AI apps\u201D that we want to see more of. LLMs are integral to nearly every surface in the app, but they\u2019re embedded seamlessly \u2013 it doesn\u2019t feel like you\u2019re \u201Cusing AI.\u201D Making LLMs work at consumer scale is hard, and we knew Sara would have good learnings to share.\"}),/*#__PURE__*/e(\"p\",{children:\"In this conversation, Sara gets into the details of what it\u2019s looked like to build AI products that actually work for customers, including:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"How the Particle team approaches quality and builds trust when summarizing the news\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Their practical process for developing and improving AI features\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Key learnings about evaluation pipelines and prompt engineering\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"A few insights on building products and on working with publishers in the AI era\"})})]}),/*#__PURE__*/t(\"p\",{children:[\"We dive into some key takeaways from the conversation below if you just want to watch some highlights. Check out the full episodes here: \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=k0yTVAMYTC4\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/2zzYuLfHP0zJwCllDXgA23\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576?i=1000678209865\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})})]}),/*#__PURE__*/e(\"h2\",{children:\"Building Customer Trust With Good Evals & Transparency\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=OIM5cebnzDs\"})})}),/*#__PURE__*/e(\"p\",{children:\"\\xa0One of the most interesting aspects of Particle's approach is how they've tackled the challenge of trust. As Sara explains, \\\"AI and trust in AI disappears when it's working. When it's working, you don't have to worry about the trust. You don't have to worry that it's written by AI.\\\"\"}),/*#__PURE__*/e(\"p\",{children:\"Particle has taken a few steps to deliver quality outputs from LLMs alongside giving users easy access to citations to check on any claims:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They run multiple evaluations before any summary reaches users (easy to do since they generate article summaries asynchronously / in advance of people reading anything)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"They then provide clear citations and sourcing for every claim so people can inspect themselves\"})})]}),/*#__PURE__*/e(\"p\",{children:\"This pattern feels generally helpful for a lot of other AI products, in particular designing citations into the user experience.\"}),/*#__PURE__*/e(\"h2\",{children:\"Iterating on AI Features In Practice\"}),/*#__PURE__*/e(\"p\",{children:\"We consistently hear feedback from podcast listeners that they like learning how other teams build, and Sara shares lots practical details in the podcast. Here are a few.\"}),/*#__PURE__*/e(\"h3\",{children:\"Going From Prototype To Production\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=PSyiHxSJ6GI\"})})}),/*#__PURE__*/e(\"p\",{children:\"Sara talks about her team\u2019s process getting a \u201Cbig prompt\u201D to work (a couple hundred lines long):\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Testing first with a few real world test cases (actual news stories) to get a feel for prompt behavior\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Thinking through the most important dimensions that mattered for optimization (5-6 total)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Expanding to more test cases to pressure test those dimensions, including edge cases and jailbreaking attempts and other risk vectors\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Running the new release candidate through async eval pipeline with offline examples\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Then finally running live content through it, reviewing outputs, and making incremental adjustments to improve\"})})]}),/*#__PURE__*/e(\"h3\",{children:\"On Prompt Engineering\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=XbAx6YX8gxM\"})})}),/*#__PURE__*/e(\"p\",{children:\"Everyone's favorite art and pseudo-science\u2026 If you're looking for alpha on what works, a few of Sara's favorite tips learned in the trenches:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Tell the model what it will be evaluated on\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Be clear and direct (\u201Cas unambiguous as possible\u201D)\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"Occasionally asking ChatGPT for feedback when something\u2019s not working right\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",children:/*#__PURE__*/e(\"p\",{children:\"And maybe\u2026 threaten its job ;) \"})})]}),/*#__PURE__*/e(\"h3\",{children:\"On Evaluation Pipelines\"}),/*#__PURE__*/e(\"div\",{className:\"framer-text-module\",style:{\"--aspect-ratio\":\"560 / 315\",aspectRatio:\"560 / 315\",height:\"auto\",width:\"100%\"},children:/*#__PURE__*/e(o,{componentIdentifier:\"module:NEd4VmDdsxM3StIUbddO/8aCGinfRQO68tQ3QF42d/YouTube.js:Youtube\",children:t=>/*#__PURE__*/e(a,{...t,play:\"Off\",shouldMute:!0,thumbnail:\"Medium Quality\",url:\"https://youtube.com/watch?v=a9x5-ehgLMM\"})})}),/*#__PURE__*/e(\"p\",{children:\"Particle runs multiple evaluation steps before serving content to users \u2014\\xa0a benefit they get from their product use case since they can create content in advance, rather than waiting for users to ask for content.\"}),/*#__PURE__*/e(\"p\",{children:\"Their pipeline includes:\"}),/*#__PURE__*/t(\"ul\",{children:[/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Running targeted evals to check that prompt instructions were followed\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:'\"Reality checks\" to verify accuracy against source materials'})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Asking for reasoning/explanation from the AI\"})}),/*#__PURE__*/e(\"li\",{\"data-preset-tag\":\"p\",style:{\"--framer-font-size\":\"11px\",\"--framer-text-color\":\"rgb(0, 0, 0)\",\"--framer-text-decoration\":\"none\"},children:/*#__PURE__*/e(\"p\",{children:\"Human review of edge cases\"})})]}),/*#__PURE__*/e(\"h2\",{children:\"Looking Ahead\"}),/*#__PURE__*/t(\"p\",{children:[\"Sara's parting advice for teams building AI products emphasizes focusing on customer value above all: \",/*#__PURE__*/e(\"em\",{children:'\"Focus on user values. User value is agnostic to whether or not AI powered it or whether or not something else powered it... The value is what really matters.\"'})]}),/*#__PURE__*/t(\"p\",{children:[\"We're loving using Particle ourselves and are excited to see where it goes. Want to try it out? You can download Particle now on iPhone and iPad in the US \",/*#__PURE__*/e(n,{href:\"https://apps.apple.com/us/app/particle-news/id6683283775\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"here\"})}),\".\"]}),/*#__PURE__*/t(\"p\",{children:[\"Check out the full conversation on \",/*#__PURE__*/e(n,{href:\"https://www.youtube.com/watch?v=k0yTVAMYTC4\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"YouTube\"})}),\", \",/*#__PURE__*/e(n,{href:\"https://open.spotify.com/episode/2zzYuLfHP0zJwCllDXgA23\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Spotify\"})}),\", or \",/*#__PURE__*/e(n,{href:\"https://podcasts.apple.com/us/podcast/deployed-the-ai-product-podcast/id1767974576?i=1000678209865\",motionChild:!0,nodeId:\"IM3m4RS9M\",openInNewTab:!0,scopeId:\"contentManagement\",smoothScroll:!1,children:/*#__PURE__*/e(r.a,{children:\"Apple Podcasts\"})}),\" to hear more details about Particle's approach to building with AI. And don't forget to subscribe to get notified about the next episode of Deployed!\"]})]});\nexport const __FramerMetadata__ = {\"exports\":{\"richText8\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText4\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText5\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText12\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText3\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText2\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText7\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText11\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText1\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText6\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText9\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"richText10\":{\"type\":\"variable\",\"annotations\":{\"framerContractVersion\":\"1\"}},\"__FramerMetadata__\":{\"type\":\"variable\"}}}"],
  "mappings": "8VAAgT,IAAIA,GAAa,SAASA,EAAY,CAACA,EAAY,OAAU,MAAMA,EAAY,KAAQ,KAAKA,EAAY,KAAQ,MAAO,GAAGA,IAAcA,EAAY,CAAC,EAAE,EAAE,IAAIC,GAAkB,SAASA,EAAiB,CAACA,EAAiB,KAAQ,eAAeA,EAAiB,OAAU,iBAAiBA,EAAiB,IAAO,cAAcA,EAAiB,IAAO,KAAM,GAAGA,IAAmBA,EAAiB,CAAC,EAAE,EAAE,IAAIC,GAAiB,SAASA,EAAgB,CAACA,EAAgB,KAAQ,OAAOA,EAAgB,IAAO,KAAM,GAAGA,IAAkBA,EAAgB,CAAC,EAAE,EAQt0B,SAASC,EAAQ,CAAC,IAAAC,EAAI,KAAAC,EAAK,WAAAC,EAAW,UAAAC,EAAU,MAAAC,EAAM,QAAAC,EAAQ,aAAAC,EAAa,aAAAC,EAAa,YAAAC,EAAY,UAAAC,EAAU,GAAGC,CAAK,EAAE,CAAC,IAAMC,EAASC,EAAc,EAAQC,EAAWZ,IAAOL,EAAY,OAAakB,EAAcH,GAAUR,IAAYN,EAAiB,KAAK,CAACgB,EAAgB,CAACE,EAAaC,CAAY,EAAEC,EAAW,IAAI,GAAK,EAAK,EAAO,CAACC,EAAUC,CAAU,EAAEF,EAAW,IAAI,GAAK,CAACH,CAAa,EAAO,CAACM,EAAUC,CAAU,EAAEC,EAAS,EAAK,EAAQC,EAAaC,EAAUd,CAAK,EAAQe,EAAgBF,IAAe,mBAAmBA,IAAe,MAAM,GAAGvB,IAAM,GAAI,OAAqB0B,EAAKC,GAAa,CAAC,CAAC,EAAG,IAAMC,EAAUC,GAAc7B,CAAG,EAAE,GAAG4B,IAAY,OAAW,OAAqBF,EAAKI,GAAa,CAAC,QAAQ,sBAAsB,CAAC,EAAG,GAAK,CAACC,EAAQC,CAAQ,EAAEJ,EACrwBK,EAAaC,GAAgBH,EAAQ5B,EAAUgC,GAAiB,EAAErC,EAAgB,KAAKA,EAAgB,GAAG,EAC1GsC,EAAaJ,EAAS,aAAa,OAAAI,EAAa,IAAI,iBAAiB,GAAG,EAAEA,EAAa,IAAI,MAAM,GAAG,EAAEA,EAAa,IAAI,iBAAiB,GAAG,EAAEA,EAAa,IAAI,cAAc,GAAG,GAAKvB,GAAYC,IAAesB,EAAa,IAAI,WAAW,GAAG,EAAMvB,GAAYX,GAAYkC,EAAa,IAAI,OAAO,GAAG,EAAMnC,IAAOL,EAAY,OAAMwC,EAAa,IAAI,OAAO,GAAG,EAAEA,EAAa,IAAI,WAAWL,CAAO,GAAO3B,GAAOgC,EAAa,IAAI,QAAQ,OAAO,EAAwBC,EAAM,UAAU,CAAC,eAAe,IAAIhB,EAAW,EAAI,EAAE,eAAe,IAAIA,EAAW,EAAK,EAAE,cAAcL,EAAa,QAAQG,EAAW,MAAM,CAAC,GAAGmB,GAAa,aAAAf,EAAa,UAG9nBE,IAAkBP,GAAWP,GAAU,yBAAyB,QAAQ,OAAO,UAAU,SAAS,QAAQ,EAAE,SAAS,CAACI,GAA4BW,EAAK,OAAO,CAAC,IAAI,aAAa,KAAK,yBAAyB,CAAC,EAAEX,GAA4BW,EAAK,OAAO,CAAC,IAAI,aAAa,KAAK,wBAAwB,CAAC,EAAgBA,EAAK,MAAM,CAAC,MAAM,CAAC,GAAGa,EAAW,WAAWzB,EAAc,sBAAsBmB,CAAY,cAAc,MAAS,CAAC,CAAC,EAAEf,EAAwBQ,EAAK,SAAS,CAAC,MAAMa,EAAW,IAAIP,EAAS,KAAK,YAAY,IAAI,MAAM,oGAAoG,QAAQ3B,EAAQ,aAAaC,EAAa,aAAaC,EAAa,YAAYC,EAAY,UAAUC,CAAS,CAAC,EAAgBiB,EAAKc,GAAW,CAAC,QAAQrB,EAAW,UAAUC,EAAU,MAAMhB,CAAK,CAAC,CAAC,CAAC,CAAC,CAAE,CAACL,EAAQ,YAAY,UAAU0C,EAAoB1C,EAAQ,CAAC,IAAI,CAAC,KAAK2C,EAAY,OAAO,MAAM,OAAO,EAAE,KAAK,CAAC,KAAKA,EAAY,KAAK,MAAM,WAAW,QAAQ,OAAO,OAAO9C,CAAW,CAAC,EAAE,WAAW,CAAC,MAAM,OAAO,KAAK8C,EAAY,QAAQ,aAAa,MAAM,cAAc,KAAK,OAAOhC,EAAM,CAAC,OAAOA,EAAM,OAAOd,EAAY,MAAO,CAAC,EAAE,UAAU,CAAC,MAAM,YAAY,YAAY,4CAA4C,KAAK8C,EAAY,KAAK,QAAQ,OAAO,OAAO7C,CAAgB,EAAE,OAAOa,EAAM,CAAC,OAAOA,EAAM,OAAOd,EAAY,MAAO,CAAC,EAAE,MAAM,CAAC,MAAM,QAAQ,KAAK8C,EAAY,QAAQ,aAAa,MAAM,cAAc,OAAO,EAAE,GAAGC,EAAoB,GAAGC,CAAa,CAAC,EAAE,IAAMC,GAAa,CAAC,IAAI,+BAA+B,KAAKjD,EAAY,OAAO,WAAW,GAAK,UAAUC,EAAiB,OAAO,MAAM,EAAI,EAAEE,EAAQ,aAAa8C,GAAa,SAAShB,GAAciB,EAAU,CAAC,IAAI9C,EAAI,GAAG,CAACA,EAAI,IAAI,IAAI8C,CAAS,CAAE,MAAM,CAAC,IAAMd,EAASe,EAAYD,CAAS,EAAE,MAAM,CAACA,EAAUd,CAAQ,CAAE,CAAC,GAAGhC,EAAI,WAAW,eAAeA,EAAI,WAAW,mBAAmBA,EAAI,WAAW,wBAAwBA,EAAI,WAAW,2BAA2B,CAAC,IAAMgD,EAAahD,EAAI,SAAS,MAAM,CAAC,EAAE,MAAM,GAAG,EACv9D,GAAGgD,EAAa,CAAC,IAAI,QAAQ,CAAC,IAAMjB,EAAQ/B,EAAI,aAAa,IAAI,GAAG,EAAQiD,EAAUF,EAAYhB,CAAO,EAAE,MAAM,CAACA,EAAQkB,CAAS,CAAE,CACrI,GAAGD,EAAa,CAAC,IAAI,QAAwC,MAAM,CAAtBA,EAAa,CAAC,EAAkBhD,CAAG,CAAG,CACnF,GAAGA,EAAI,WAAW,WAAW,CAAC,IAAMkD,EAASlD,EAAI,SAAS,MAAM,CAAC,EAAQmD,EAAUJ,EAAYG,CAAQ,EAAE,MAAM,CAACA,EAASC,CAAS,CAAE,CAAC,CAAC,SAASJ,EAAYhB,EAAQ,CAAC,OAAO,IAAI,IAAI,iCAAiCA,CAAO,EAAE,CAAE,CAAC,SAASG,GAAgBH,EAAQqB,EAAIC,EAAOvD,EAAgB,IAAI,CAChS,IAAMwD,EAAIxD,EAAgB,KAAK,+BAA+B,0BAAgCyD,EAAIzD,EAAgB,KAAK,OAAO,MAAM,OAAOsD,EAAI,CAAC,KAAKvD,EAAiB,IAAI,MAAM,GAAGyD,CAAG,GAAGvB,CAAO,cAAcwB,CAAG,GAAG,KAAK1D,EAAiB,OAAO,MAAM,GAAGyD,CAAG,GAAGvB,CAAO,cAAcwB,CAAG,GAAG,KAAK1D,EAAiB,KAAK,MAAM,GAAGyD,CAAG,GAAGvB,CAAO,kBAAkBwB,CAAG,GAAG,QAAQ,MAAM,GAAGD,CAAG,GAAGvB,CAAO,MAAMwB,CAAG,EAAG,CAAC,CAAC,IAAIC,EACpZ,SAASrB,IAAkB,CAC3B,GAAG,CAACsB,EAAQ,MAAO,GAAM,GAAGD,IAAoB,OAAW,OAAOA,EAAmB,IAAME,EAAQ,SAAS,cAAc,QAAQ,EAAE,OAAMA,EAAQ,YAAYA,EAAQ,WAAW,IAAI,EAC9KA,EAAQ,UAAU,YAAY,EAAE,QAAQ,iBAAiB,GAAG,EAC5D,EAAO,CACd,SAAS/B,IAAc,CAAC,OAAqBD,EAAK,MAAM,CAAC,MAAM,CAAC,GAAGiC,EAAgB,SAAS,QAAQ,EAAE,SAAuBjC,EAAK,MAAM,CAAC,MAAMkC,EAAgB,SAAS,mEAAmE,CAAC,CAAC,CAAC,CAAE,CAAC,SAAS9B,GAAa,CAAC,QAAA+B,CAAO,EAAE,CAAC,OAAqBnC,EAAK,MAAM,CAAC,UAAU,oCAAoC,MAAM,CAAC,GAAGoC,EAAgB,SAAS,QAAQ,EAAE,SAAuBzB,EAAM,MAAM,CAAC,MAAMuB,EAAgB,SAAS,CAAC,UAAUC,CAAO,CAAC,CAAC,CAAC,CAAC,CAAE,CAAC,SAASrB,GAAW,CAAC,QAAAnC,EAAQ,UAAAe,EAAU,MAAAhB,CAAK,EAAE,CAAC,OAAqBsB,EAAK,SAAS,CAAC,QAAQrB,EAAQ,aAAa,OAAO,MAAM0D,GAAY,SAAuB1B,EAAM,MAAM,CAAC,OAAO,OAAO,QAAQ,MAAM,QAAQ,YAAY,MAAM,OAAO,SAAS,CAAeX,EAAK,OAAO,CAAC,EAAE,wTAAwT,KAAKN,EAAUhB,EAAM,OAAO,OAAO,UAAU,YAAYgB,GAAUhB,EAAM,EAAK,GAAG,MAAM,CAAC,WAAW,kFAAkF,CAAC,CAAC,EAAgBsB,EAAK,OAAO,CAAC,EAAE,sBAAsB,KAAK,MAAM,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAE,CAAC,IAAMqC,GAAY,CAAC,SAAS,WAAW,IAAI,MAAM,KAAK,MAAM,UAAU,wBAAwB,MAAM,GAAG,OAAO,GAAG,QAAQ,EAAE,OAAO,OAAO,WAAW,cAAc,OAAO,SAAS,EAAQzB,GAAa,CAAC,SAAS,WAAW,MAAM,OAAO,OAAO,MAAM,EAAQsB,EAAgB,CAAC,UAAU,SAAS,SAAS,GAAG,EAAQrB,EAAW,CAAC,SAAS,WAAW,IAAI,EAAE,KAAK,EAAE,OAAO,OAAO,MAAM,MAAM,ECtBlxC,IAAMyB,GAAsBC,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,mDAAgEE,EAAEC,EAAE,CAAC,KAAK,yCAAyC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,gBAA6BF,EAAEC,EAAE,CAAC,KAAK,8BAA8B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,YAAY,CAAC,CAAC,CAAC,EAAE,0JAAuKF,EAAEC,EAAE,CAAC,KAAK,2BAA2B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,yBAAyB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,QAAQ,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,sBAAsB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,qBAAqB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,QAAQ,CAAC,CAAC,CAAC,EAAE,oFAAoF,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,8lBAAylB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0SAA2R,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,2EAAwFE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,sGAAsG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,qFAAqF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,kDAAkD,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kIAAkI,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,meAAyd,CAAC,EAAeA,EAAE,aAAa,CAAC,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,6aAAwa,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,8BAA8B,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,iDAAiD,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6OAAwO,CAAC,EAAeA,EAAE,aAAa,CAAC,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,4lBAA6lB,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,wFAA2FE,EAAEC,EAAE,CAAC,KAAK,kDAAkD,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,eAAe,CAAC,CAAC,CAAC,EAAE,OAAO,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,uWAAwV,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,6DAA6D,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,ySAAoS,CAAC,EAAeA,EAAE,aAAa,CAAC,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,4SAA6S,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wTAAyS,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wLAAmL,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,kRAA0RE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,cAAc,CAAC,CAAC,CAAC,EAAE,gBAAgB,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,0HAAuIE,EAAEC,EAAE,CAAC,KAAK,sGAAsG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,qFAAqF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,+CAA+C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeI,GAAuBR,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,uDAAoEE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,wBAAqCF,EAAEC,EAAE,CAAC,KAAK,yBAAyB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,+HAA+H,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,8bAA2cE,EAAEC,EAAE,CAAC,KAAK,4BAA4B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,IAAI,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,wWAAmW,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sCAAsC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yEAAyE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,mFAAmF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,oEAAoE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,gFAAgF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,iCAA8CE,EAAEC,EAAE,CAAC,KAAK,sGAAsG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,qFAAqF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,SAAsBF,EAAEC,EAAE,CAAC,KAAK,sCAAsC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,0CAA0C,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,yDAAyD,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,sDAAsD,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,oJAAoJ,CAAC,EAAeA,EAAE,aAAa,CAAC,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,+QAA4Q,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gQAAgQ,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0XAA0X,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,uCAAuC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,WAAW,CAAC,EAAE,wCAAwC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,YAAY,CAAC,EAAE,gDAAgD,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,SAAS,CAAC,EAAE,4CAA4C,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,OAAO,CAAC,EAAE,gEAAgE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,oDAAoD,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,wCAAwC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,wPAAwP,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,gdAA8dE,EAAEC,EAAE,CAAC,KAAK,6EAA6E,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,iBAAiB,CAAC,CAAC,CAAC,EAAE,SAAS,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,4BAA4B,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,kBAAkB,CAAC,EAAE,2EAA2E,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,iBAAiB,CAAC,EAAE,oEAAoE,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,sBAAsB,CAAC,EAAE,6DAA6D,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,aAAa,CAAC,EAAE,8EAA8E,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mJAAmJ,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,0CAA0C,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sGAAsG,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,+CAA+C,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,gHAA6HE,EAAE,KAAK,CAAC,SAAS,iGAAkG,CAAC,EAAE,eAAe,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,6BAA6B,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2IAA2I,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,2BAA2B,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,SAAS,kGAAkG,CAAC,EAAE,oGAAoG,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,mBAAmB,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,6FAA0GE,EAAE,KAAK,CAAC,SAAS,oIAAsI,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,mDAAmD,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,6PAAqQE,EAAE,KAAK,CAAC,SAAS,4CAA6C,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,iHAA8HE,EAAE,KAAK,CAAC,SAAS,+HAAgI,CAAC,EAAE,mBAAmB,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,YAAY,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sQAAsQ,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yRAAyR,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,wEAAqFE,EAAEC,EAAE,CAAC,KAAK,sGAAsG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,qFAAqF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,SAAsBF,EAAEC,EAAE,CAAC,KAAK,sCAAsC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,UAAU,gBAAgB,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeO,GAAuBT,EAAIC,EAAS,CAAC,SAAS,CAAcC,EAAE,IAAI,CAAC,SAAS,oXAA+W,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yFAAyF,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,0CAA0C,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0XAAqX,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uIAAuI,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,oFAAoF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,8HAA8H,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sFAAsF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yEAAyE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,+EAA+E,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mWAA8V,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,sDAAsD,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kJAAkJ,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,iCAAiC,CAAC,EAAE,0GAA0G,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,yBAAyB,CAAC,EAAE,oDAAoD,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,8BAA8B,CAAC,EAAE,2FAA2F,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uNAAuN,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,uEAAuE,OAAO,qWAAqW,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,MAAM,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yJAAyJ,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,kDAAkD,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,uEAAuE,OAAO,qWAAqW,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,MAAM,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2MAA2M,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,kCAAkC,CAAC,EAAE,gHAAgH,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,qBAAqB,CAAC,EAAE,uGAAuG,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,oCAAoC,CAAC,EAAE,iGAAiG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,qEAAqE,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,2BAA2B,CAAC,EAAE,0JAAqJ,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,yBAAyB,CAAC,EAAE,wEAAwE,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,sBAAsB,CAAC,EAAE,6IAA6I,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,2CAA2C,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,OAAO,IAAI,sEAAsE,OAAO,iWAAiW,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,MAAM,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uPAAuP,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,iBAAiB,CAAC,EAAE,oCAAoC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,qBAAqB,CAAC,EAAE,sCAAsC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,6BAA6B,CAAC,EAAE,UAAU,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,0CAA0C,CAAC,EAAE,oCAAoC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,wCAAwC,CAAC,EAAE,0CAA0C,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,iBAAiB,CAAC,EAAE,kCAAkC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,iBAAiB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uEAAuE,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,oCAAoC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,8BAA8B,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,4DAA4D,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uVAAuV,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,oBAAiCE,EAAEC,EAAE,CAAC,KAAK,2BAA2B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,cAAc,CAAC,CAAC,CAAC,EAAE,gDAAgD,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeM,GAAuBR,EAAID,EAAS,CAAC,SAAsBC,EAAE,IAAI,CAAC,SAAS,0PAAqP,CAAC,CAAC,CAAC,EAAeS,GAAuBX,EAAIC,EAAS,CAAC,SAAS,CAAcC,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,+EAA0E,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,mCAAgDE,EAAEC,EAAE,CAAC,KAAK,4FAA4F,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAE,mIAAmI,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,wKAAmK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,+YAAqY,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gNAAiM,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,8CAA8C,CAAC,EAAE,yGAAyG,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,yEAAyE,CAAC,EAAE,yIAAyI,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,wEAAwE,CAAC,EAAE,wNAA8M,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4HAA4H,CAAC,EAAeA,EAAE,aAAa,CAAC,SAAsBA,EAAE,IAAI,CAAC,SAAS,+cAAgc,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,qFAA6FE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,yEAAyE,CAAC,CAAC,EAAeF,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,8BAA8B,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,+BAA+B,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sMAAsM,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAC,aAA0BE,EAAEC,EAAE,CAAC,KAAK,6EAA6E,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,wCAAwC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,2FAA2F,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,qEAAqE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iUAA4T,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sEAAsE,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,oDAAoD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mEAAmE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+DAA+D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0IAA0I,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,oCAAoC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,6BAA6B,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mFAAmF,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+GAA0G,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,kEAAkE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,6DAA6D,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,qKAAgK,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0JAAqJ,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,sEAAsE,OAAO,oQAAoQ,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,MAAM,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,kCAAkC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iIAAuH,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2RAA2R,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8DAA8D,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,mBAAmB,CAAC,EAAE,8KAAyK,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,mBAAmB,CAAC,EAAE,yEAAyE,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,uCAAuC,CAAC,EAAE,+FAA+F,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,2BAA2B,CAAC,EAAE,mKAA8J,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,uEAAuE,OAAO,uQAAuQ,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,KAAK,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,sCAAsC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8IAA8I,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,EAAE,qDAAqD,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,YAAY,CAAC,EAAE,wEAAwE,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,EAAE,iCAAiC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,eAAe,CAAC,EAAE,+DAA+D,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,UAAU,CAAC,EAAE,+DAA+D,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,EAAE,0CAA0C,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,iBAAiB,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0HAA0H,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4GAA4G,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAsBA,EAAEC,EAAE,CAAC,KAAK,CAAC,UAAU,WAAW,EAAE,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,iCAAiC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeQ,GAAuBZ,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,uDAAoEE,EAAEC,EAAE,CAAC,KAAK,sCAAsC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,YAAyBF,EAAEC,EAAE,CAAC,KAAK,uBAAuB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,KAAK,CAAC,CAAC,CAAC,EAAE,+OAA+O,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,gIAAgI,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,qJAAgJ,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,4EAA4E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,uDAAuD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iGAAiG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,oEAAiFE,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,6HAA6H,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,+DAA+D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,uDAAuD,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wKAAwK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uXAAwX,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,qUAAqU,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wBAAwB,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,mDAAmD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAC,iEAA8EE,EAAEC,EAAE,CAAC,KAAK,2MAA2M,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,iBAAiB,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,qDAAqD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,2DAA2D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,sCAAsC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,2NAAwOE,EAAE,KAAK,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,CAAC,EAAE,+UAAiV,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gPAA6O,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,2CAA2C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iCAAiC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,8CAA8C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,kDAAkD,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,oCAAoC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,oHAAoH,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,+MAAgN,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4PAA4P,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0NAA0N,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,+XAA0X,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,6CAA6C,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mbAA+Z,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,6BAA6B,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kKAAkK,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,6CAA6C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,uDAAuD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,2CAA2C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mDAAmD,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,SAAS,4CAA4C,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sJAAiJ,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,8IAA8I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,4GAAuG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,6CAA6C,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAsBA,EAAE,KAAK,CAAC,UAAU,gBAAgB,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,2JAAwKE,EAAEC,EAAE,CAAC,KAAK,oBAAoB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,YAAY,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,2EAAwFE,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,6HAA6H,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,+DAA+D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeS,GAAuBb,EAAIC,EAAS,CAAC,SAAS,CAAcC,EAAE,IAAI,CAAC,SAAS,6XAAmX,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,8EAAsFE,EAAEC,EAAE,CAAC,KAAK,qBAAqB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,QAAQ,CAAC,CAAC,CAAC,EAAE,4JAAkJ,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,ycAA+b,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2HAA2H,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,mEAAgFE,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,iIAAiI,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,2CAA2C,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wRAAoR,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gTAA6S,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8YAA+Y,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,6BAA6B,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6YAA6Y,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mFAAmF,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,eAAe,CAAC,EAAE,sDAAsD,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,UAAU,CAAC,EAAE,uGAAuG,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,KAAK,CAAC,EAAE,+FAA+F,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,aAAa,CAAC,EAAE,wCAAwC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,EAAE,+CAA+C,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4TAA8T,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,4CAA4C,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2IAA2I,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,uBAAuB,CAAC,EAAE,gCAAgC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,yBAAyB,CAAC,EAAE,oEAAoE,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,gBAAgB,CAAC,EAAE,0BAA0B,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAcE,EAAE,SAAS,CAAC,SAAS,cAAc,CAAC,EAAE,yBAAyB,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,iCAA8CE,EAAE,SAAS,CAAC,SAAS,sBAAsB,CAAC,EAAE,0CAAuDA,EAAE,SAAS,CAAC,SAAS,yBAAyB,CAAC,EAAE,0CAA0C,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uFAAuF,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,sCAAsC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,qTAAqT,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,miBAA+hB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gCAAgC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,oCAAoC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,oSAAoS,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,4FAAuF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,kHAAkH,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iGAA4F,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8QAA8Q,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,eAAe,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8WAAyW,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,saAAua,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,gKAA6KE,EAAEC,EAAE,CAAC,KAAK,oBAAoB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,2EAAwFE,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,8HAA8H,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,+BAA+B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeU,GAAuBd,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,OAAoBE,EAAEC,EAAE,CAAC,KAAK,qGAAqG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,iBAAiB,CAAC,CAAC,CAAC,EAAE,0QAA2Q,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,6QAAyP,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sJAAsJ,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,4BAA4B,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wVAAmV,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yCAAoC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,gEAAgE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,mFAAmF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,wDAAwD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,0IAA0I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,+FAA+F,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,2DAA2D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,+PAA0P,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,8JAA2KA,EAAE,KAAK,CAAC,SAAS,CAAC,uIAAoJE,EAAE,SAAS,CAAC,SAAS,SAAS,CAAC,EAAE,mCAAoC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,8HAA2IE,EAAE,KAAK,CAAC,SAAS,kDAAkD,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yDAAoD,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,gDAAgD,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,qXAA2W,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gOAAgO,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kFAAkF,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,gEAAgE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,oFAAoF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iGAAiG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,8CAA8C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,gHAAgH,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,iBAAiB,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,iGAA8GE,EAAEC,EAAE,CAAC,KAAK,oGAAoG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,0BAA0B,CAAC,CAAC,CAAC,EAAE,oEAAoE,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,mGAA8F,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAC,uEAAoFE,EAAEC,EAAE,CAAC,KAAK,6DAA6D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,QAAQ,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,uHAAuH,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,WAAW,CAAC,CAAC,CAAC,EAAE,kBAA+BF,EAAEC,EAAE,CAAC,KAAK,wDAAwD,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,2IAAsI,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBF,EAAE,IAAI,CAAC,SAAS,CAAC,oKAAiLE,EAAEC,EAAE,CAAC,KAAK,6FAA6F,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,kIAAkI,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sJAAsJ,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,mBAAgCE,EAAEC,EAAE,CAAC,KAAK,0BAA0B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,wBAAmB,CAAC,CAAC,CAAC,EAAE,6IAAwI,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,sBAAsB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0FAA0F,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAEC,EAAE,CAAC,KAAK,sFAAsF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,4DAA4D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAEC,EAAE,CAAC,KAAK,kFAAkF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,wDAAwD,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAsBA,EAAEC,EAAE,CAAC,KAAK,kFAAkF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,0DAA0D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeW,GAAuBf,EAAIC,EAAS,CAAC,SAAS,CAAcC,EAAE,IAAI,CAAC,SAAS,qLAAgL,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,wHAAqIE,EAAEC,EAAE,CAAC,KAAK,6BAA6B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,YAAY,CAAC,CAAC,CAAC,EAAE,4aAAya,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,oTAAsT,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gGAAgG,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,2EAA2E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sIAAiI,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,uGAAuG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,mGAA2GE,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,yHAAyH,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,SAAsBF,EAAEC,EAAE,CAAC,KAAK,+BAA+B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,uCAAuC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mlBAA+jB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,ySAA4S,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iEAAiE,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,0EAA0E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sCAAsC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iEAAiE,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,oCAAoC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2NAA2N,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8OAAgP,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iBAAiB,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,uGAAuG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mFAAmF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,uGAAuG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,4DAA4D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kFAAkF,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,qCAAqC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4aAA6Z,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mJAAoI,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,wDAAwD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,kCAAkC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0EAA0E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0DAA0D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,+QAAiR,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,sCAAsC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,qTAAgT,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6VAA8V,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wOAA0O,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gCAAgC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mDAAmD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+CAA+C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mGAAmG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0DAA0D,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,YAAY,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mMAAmM,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sDAAsD,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,4EAA4E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+DAA+D,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,yFAAoF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,0JAAuKE,EAAEC,EAAE,CAAC,KAAK,6BAA6B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeY,GAAuBhB,EAAIC,EAAS,CAAC,SAAS,CAAcC,EAAE,IAAI,CAAC,SAAS,0bAAgb,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6MAAmM,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8WAAoW,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gDAA2C,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0GAAqG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+IAA+I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,2IAA2I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,gJAAgJ,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iJAAiJ,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6FAA6F,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,YAAY,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6HAAwH,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,gPAA6PE,EAAEC,EAAE,CAAC,KAAK,8DAA8D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,OAAO,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,6KAA6K,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,sXAA4W,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,mMAAmM,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iRAAiR,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iTAA4S,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mRAA0P,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,uIAAuI,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,sEAAsE,OAAO,oQAAoQ,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,KAAK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,2XAAsX,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iEAAiE,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAS,CAAcE,EAAE,IAAI,CAAC,SAAS,iEAAiE,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,qGAAqG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iHAAiH,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,4GAAyHE,EAAEC,EAAE,CAAC,KAAK,oGAAoG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,uCAAuC,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,uCAAuC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,uEAAuE,OAAO,uQAAuQ,MAAM,CAAC,YAAY,YAAY,EAAE,MAAM,KAAK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,8OAA8O,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0FAAqF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,8IAA8I,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,mCAAmC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,sEAAsE,OAAO,yKAAyK,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,KAAK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mgBAAof,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,sBAAsB,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,kDAAkD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,0DAA0D,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,gFAAgF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,4CAA4C,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,IAAI,GAAG,UAAU,eAAe,OAAO,MAAM,IAAI,uEAAuE,OAAO,uQAAuQ,MAAM,CAAC,YAAY,aAAa,EAAE,MAAM,KAAK,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kGAA6F,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,gKAA2J,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,+IAA0I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,iHAA4G,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,sBAAsB,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kWAAwV,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,kBAAkB,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yFAAyF,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6OAA6O,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kPAA6O,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,iBAAiB,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,gGAA6GE,EAAEC,EAAE,CAAC,KAAK,sCAAsC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,wCAAqDF,EAAEC,EAAE,CAAC,KAAK,6DAA6D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,UAAU,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,UAAU,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,iEAAyEE,EAAEC,EAAE,CAAC,KAAK,0BAA0B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,+BAA+B,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAea,GAAwBjB,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,kFAA+FE,EAAEC,EAAE,CAAC,KAAK,mDAAmD,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,aAAa,CAAC,CAAC,CAAC,EAAE,mGAA8F,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,sdAAydE,EAAEC,EAAE,CAAC,KAAK,yCAAyC,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,QAAQ,CAAC,CAAC,CAAC,EAAE,kDAA6C,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,obAA0a,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6DAA6D,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,6EAA6E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,uEAAuE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,+FAA+F,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sDAAsD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,6FAAmF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,2GAAwHE,EAAEC,EAAE,CAAC,KAAK,uDAAuD,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,0HAA0H,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,SAAsBF,EAAEC,EAAE,CAAC,KAAK,+BAA+B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,yCAAyC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,mUAA+T,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wNAAmN,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,6BAA6B,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0XAAgX,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4GAA4G,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,6FAA6F,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,yIAA0H,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,4FAA4F,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,kCAAkC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,scAAic,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,gSAA2R,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,mCAAmC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,iKAAiK,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,gJAA2I,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,uEAAuE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,oDAAoD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,yFAAyF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,wUAAyU,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAsBA,EAAE,SAAS,CAAC,SAAS,oCAAoC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,6OAAqPE,EAAE,KAAK,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,CAAC,EAAE,0eAA2d,CAAC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeN,EAAE,IAAI,CAAC,SAAS,CAAC,0IAAuJE,EAAEC,EAAE,CAAC,KAAK,uDAAuD,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,0HAA0H,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,SAAsBF,EAAEC,EAAE,CAAC,KAAK,+BAA+B,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,CAAC,CAAC,CAAC,EAAec,GAAwBhB,EAAID,EAAS,CAAC,SAAsBC,EAAE,IAAI,CAAC,SAAS,uhBAA6gB,CAAC,CAAC,CAAC,EAAeiB,GAAwBnB,EAAIC,EAAS,CAAC,SAAS,CAAcD,EAAE,IAAI,CAAC,SAAS,CAAC,4FAAyGE,EAAEC,EAAE,CAAC,KAAK,yBAAyB,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,UAAU,CAAC,CAAC,CAAC,EAAE,2LAAsL,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,gJAA6JE,EAAEC,EAAE,CAAC,KAAK,uFAAuF,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,sBAAsB,CAAC,CAAC,CAAC,EAAE,uIAAuI,CAAC,CAAC,EAAeJ,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yCAAyC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,yDAAyD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iFAAiF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,mCAAmC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,wCAAwC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,yjBAA4gB,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kJAA6I,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,qFAAqF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,kEAAkE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iEAAiE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,kFAAkF,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,4IAAyJE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,qGAAqG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,wDAAwD,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,iSAAmS,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,6IAA6I,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,0KAA0K,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,iGAAiG,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,kIAAkI,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,sCAAsC,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,4KAA4K,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,oCAAoC,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,kHAAmG,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,wGAAwG,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,2FAA2F,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,uIAAuI,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,qFAAqF,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,gHAAgH,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,uBAAuB,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,oJAA+I,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,6CAA6C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,8DAAoD,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,kFAA6E,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,SAAsBA,EAAE,IAAI,CAAC,SAAS,sCAAiC,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,yBAAyB,CAAC,EAAeA,EAAE,MAAM,CAAC,UAAU,qBAAqB,MAAM,CAAC,iBAAiB,YAAY,YAAY,YAAY,OAAO,OAAO,MAAM,MAAM,EAAE,SAAsBA,EAAEG,EAAE,CAAC,oBAAoB,sEAAsE,SAASC,GAAgBJ,EAAEK,EAAE,CAAC,GAAGD,EAAE,KAAK,MAAM,WAAW,GAAG,UAAU,iBAAiB,IAAI,yCAAyC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,8NAAyN,CAAC,EAAeA,EAAE,IAAI,CAAC,SAAS,0BAA0B,CAAC,EAAeF,EAAE,KAAK,CAAC,SAAS,CAAcE,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,wEAAwE,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,8DAA8D,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,8CAA8C,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,kBAAkB,IAAI,MAAM,CAAC,qBAAqB,OAAO,sBAAsB,eAAe,2BAA2B,MAAM,EAAE,SAAsBA,EAAE,IAAI,CAAC,SAAS,4BAA4B,CAAC,CAAC,CAAC,CAAC,CAAC,CAAC,EAAeA,EAAE,KAAK,CAAC,SAAS,eAAe,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,yGAAsHE,EAAE,KAAK,CAAC,SAAS,iKAAiK,CAAC,CAAC,CAAC,CAAC,EAAeF,EAAE,IAAI,CAAC,SAAS,CAAC,8JAA2KE,EAAEC,EAAE,CAAC,KAAK,2DAA2D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,MAAM,CAAC,CAAC,CAAC,EAAE,GAAG,CAAC,CAAC,EAAeJ,EAAE,IAAI,CAAC,SAAS,CAAC,sCAAmDE,EAAEC,EAAE,CAAC,KAAK,8CAA8C,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,KAAkBF,EAAEC,EAAE,CAAC,KAAK,0DAA0D,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,SAAS,CAAC,CAAC,CAAC,EAAE,QAAqBF,EAAEC,EAAE,CAAC,KAAK,qGAAqG,YAAY,GAAG,OAAO,YAAY,aAAa,GAAG,QAAQ,oBAAoB,aAAa,GAAG,SAAsBD,EAAEE,EAAE,EAAE,CAAC,SAAS,gBAAgB,CAAC,CAAC,CAAC,EAAE,wJAAwJ,CAAC,CAAC,CAAC,CAAC,CAAC,EAC375IgB,GAAqB,CAAC,QAAU,CAAC,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,WAAa,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,WAAa,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,SAAW,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,UAAY,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,WAAa,CAAC,KAAO,WAAW,YAAc,CAAC,sBAAwB,GAAG,CAAC,EAAE,mBAAqB,CAAC,KAAO,UAAU,CAAC,CAAC",
  "names": ["PlayOptions", "ThumbnailOptions", "ThumbnailFormat", "Youtube", "url", "play", "shouldMute", "thumbnail", "isRed", "onClick", "onMouseEnter", "onMouseLeave", "onMouseDown", "onMouseUp", "props", "onCanvas", "useIsOnCanvas", "isAutoplay", "showThumbnail", "isPreloading", "preloadVideo", "le", "showVideo", "startVideo", "isHovered", "setHovered", "ye", "borderRadius", "useRadius", "hasBorderRadius", "p", "Instructions", "parsedURL", "parseVideoURL", "ErrorMessage", "videoId", "embedURL", "thumbnailURL", "getThumbnailURL", "getWebPSupported", "searchParams", "u", "wrapperStyle", "videoStyle", "PlayButton", "addPropertyControls", "ControlType", "borderRadiusControl", "defaultEvents", "defaultProps", "urlString", "getEmbedURL", "pathSegments", "embedURL1", "videoId2", "embedURL2", "res", "format", "pre", "ext", "_getWebPSupported", "window", "element", "emptyStateStyle", "centerTextStyle", "message", "containerStyles", "buttonStyle", "richText", "u", "x", "p", "Link", "motion", "ComponentPresetsConsumer", "t", "Youtube", "richText1", "richText2", "richText3", "richText4", "richText5", "richText6", "richText7", "richText8", "richText9", "richText10", "richText11", "richText12", "__FramerMetadata__"]
}