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README.md

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 ---
 title: Oss Atlas
-emoji: 🐠
-colorFrom: indigo
-colorTo: pink
+emoji: 🗺️
+colorFrom: blue
+colorTo: purple
 sdk: static
 pinned: false
+license: mit
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# 🗺️ Oss Atlas
+
+Interactive embedding visualization of [jxm/gpt-oss20b-samples](https://huggingface.co/datasets/jxm/gpt-oss20b-samples) using [Embedding Atlas](https://github.com/apple/embedding-atlas).
+
+## Features
+
+- Interactive embedding visualization
+- Real-time search and filtering
+- Automatic clustering with labels
+- WebGPU-accelerated rendering
+
+## Model
+
+Embeddings generated using: `avsolatorio/GIST-small-Embedding-v0`
+
+## Data
+
+Visualization includes 100,000 samples from the dataset.
+
+## How to Use
+
+- **Click and drag** to navigate
+- **Scroll** to zoom in/out
+- **Click** on points to see details
+- **Search** using the search box
+- **Filter** using metadata panels
+
+---
+
+*Generated with [UV Scripts Atlas Export](https://huggingface.co/uv-scripts)*

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P=s[z];if(P&&P.length)y++,x.push(P);else if(!d)return c?n:new O(n)}}else for(let z=0,P,R;z<f.length;z+=2){if(P=this.tag.get(f[z]),!P){if(d)continue;return c?n:new O(n)}if(R=(P=P&&P.get(f[z+1]))&&P.length)y++,x.push(P);else if(!d)return c?n:new O(n)}if(y){if(v=ye(v,x,c),_=v.length,!_&&!d)return c?v:new O(v);y--}}if(_)r[u]=j,n.push(v),u++;else if(l.length===1)return c?n:new O(n)}if(g){if(this.db&&f&&f.length&&!L)for(p=0;p<f.length;p+=2){if(r=this.index.get(f[p]),!r){if(d)continue;return c?n:new O(n)}g.push(r.db.tag(f[p+1],e,m,!1))}const M=this;return Promise.all(g).then(function(v){return v.length?M.search(t,e,i,v):v})}if(!u)return c?n:new O(n);if(h&&(!p||!this.store))return n[0];for(g=[],m=0;m<r.length;m++){if(d=n[m],p&&d.length&&typeof d[0].doc>"u"&&(this.db?g.push(d=this.index.get(this.field[0]).db.enrich(d)):d=G.call(this,d)),h)return c?a?kt(t,d,this.index,h,a):d:new O(d);n[m]={field:r[m],result:d}}if(p&&this.db&&g.length){const M=this;return Promise.all(g).then(function(v){for(let j=0;j<v.length;j++)n[j].result=v[j];return o?Ct(n):a?kt(t,n,M.index,h,a):n})}return o?Ct(n):a?kt(t,n,this.index,h,a):n};function Ct(t){const e=[],i=I();for(let s=0,n,r;s<t.length;s++){n=t[s],r=n.result;for(let h=0,o,l,f;h<r.length;h++)l=r[h],typeof l!="object"&&(l={id:l}),o=l.id,(f=i[o])?f.push(n.field):(l.field=i[o]=[n.field],e.push(l))}return e}function ke(t,e,i,s,n){if(t=this.tag.get(t),!t)return[];if((e=(t=t&&t.get(e))&&t.length-s)&&0<e)return(e>i||s)&&(t=t.slice(s,s+i)),n&&(t=G.call(this,t)),t}function G(t){if(!this||!this.store)return t;const e=Array(t.length);for(let i=0,s;i<t.length;i++)s=t[i],e[i]={id:s,doc:this.store.get(s)};return e}function K(t){if(!this||this.constructor!==K)return new K(t);const e=t.document||t.doc||t;let i,s;if(this.F=[],this.field=[],this.J=[],this.key=(i=e.key||e.id)&&mt(i,this.J)||"id",(s=t.keystore||0)&&(this.keystore=s),this.fastupdate=!!t.fastupdate,this.reg=!this.fastupdate||t.worker||t.db?s?new F(s):new Set:s?new T(s):new Map,this.C=(i=e.store||null)&&i&&i!==!0&&[],this.store=i&&(s?new T(s):new Map),this.cache=(i=t.cache||null)&&new q(i),t.cache=!1,this.worker=t.worker||!1,this.priority=t.priority||4,this.index=je.call(this,t,e),this.tag=null,(i=e.tag)&&(typeof i=="string"&&(i=[i]),i.length)){this.tag=new Map,this.D=[],this.R=[];for(let n=0,r,h;n<i.length;n++){if(r=i[n],h=r.field||r,!h)throw Error("The tag field from the document descriptor is undefined.");r.custom?this.D[n]=r.custom:(this.D[n]=mt(h,this.J),r.filter&&(typeof this.D[n]=="string"&&(this.D[n]=new String(this.D[n])),this.D[n].I=r.filter)),this.R[n]=h,this.tag.set(h,new Map)}}if(this.worker){this.fastupdate=!1;const n=[];for(const r of this.index.values())r.then&&n.push(r);if(n.length){const r=this;return Promise.all(n).then(function(h){const o=new Map;let l=0;for(const u of r.index.entries()){const c=u[0];var f=u[1];if(f.then){f=n[l].encoder||{};let a=o.get(f);a||(a=f.encode?f:new 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t=="object"&&(e=t,t=ht(e,this.key)),this.store.set(t,e),this};w.searchCache=re;w.export=function(t,e,i=0,s=0){if(i<this.field.length){const h=this.field[i];if((e=this.index.get(h).export(t,h,i,s=1))&&e.then){const o=this;return e.then(function(){return o.export(t,h,i+1)})}return this.export(t,h,i+1)}let n,r;switch(s){case 0:n="reg",r=Ht(this.reg),e=null;break;case 1:n="tag",r=this.tag&&Xt(this.tag,this.reg.size),e=null;break;case 2:n="doc",r=this.store&&Lt(this.store),e=null;break;default:return}return pt.call(this,t,e,n,r,i,s)};w.import=function(t,e){var i=t.split(".");i[i.length-1]==="json"&&i.pop();const s=2<i.length?i[0]:"";if(i=2<i.length?i[2]:i[1],this.worker&&s)return this.index.get(s).import(t);if(e){if(typeof e=="string"&&(e=JSON.parse(e)),s)return this.index.get(s).import(i,e);switch(i){case"reg":this.fastupdate=!1,this.reg=qt(e,this.reg);for(let n=0,r;n<this.field.length;n++)r=this.index.get(this.field[n]),r.fastupdate=!1,r.reg=this.reg;if(this.worker){e=[];for(const n of 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i=this.reg.size&&(this.fastupdate?this.reg.get(t):this.reg.has(t));if(i){if(this.fastupdate){for(let s=0,n;s<i.length;s++)if(n=i[s])if(2>n.length)n.pop();else{const r=n.indexOf(t);r===i.length-1?n.pop():n.splice(r,1)}}else ft(this.map,t),this.depth&&ft(this.ctx,t);e||this.reg.delete(t)}return this.db&&(this.commit_task.push({del:t}),this.T&&he(this)),this.cache&&this.cache.remove(t),this};function ft(t,e){let i=0;var s=typeof e>"u";if(t.constructor===Array){for(let n=0,r,h;n<t.length;n++)if((r=t[n])&&r.length)if(s)i++;else if(h=r.indexOf(e),0<=h){1<r.length?(r.splice(h,1),i++):delete t[n];break}else i++}else for(let n of t.entries()){s=n[0];const r=ft(n[1],e);r?i+=r:t.delete(s)}return i}const _e={memory:{resolution:1},performance:{resolution:3,fastupdate:!0,context:{depth:1,resolution:1}},match:{tokenize:"forward"},score:{resolution:9,context:{depth:2,resolution:3}}};$.prototype.add=function(t,e,i,s){if(e&&(t||t===0)){if(!s&&!i&&this.reg.has(t))return 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 <!doctype html>
 <html>
-	<head>
-		<meta charset="utf-8" />
-		<meta name="viewport" content="width=device-width" />
-		<title>My static Space</title>
-		<link rel="stylesheet" href="style.css" />
-	</head>
-	<body>
-		<div class="card">
-			<h1>Welcome to your static Space!</h1>
-			<p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
-			<p>
-				Also don't forget to check the
-				<a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
-			</p>
-		</div>
-	</body>
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Embedding Atlas</title>
+    <style>
+      html,
+      body {
+        overscroll-behavior-x: none;
+      }
+    </style>
+    <script type="text/javascript">
+      window.EMBEDDING_ATLAS_HOME = "viewer";
+    </script>
+    <script type="module" crossorigin src="./assets/index-JIydDwxo.js"></script>
+    <link rel="stylesheet" crossorigin href="./assets/index-DackhkDY.css">
+  </head>
+  <body>
+    <div id="app" class="embedding-atlas-root"></div>
+  </body>
 </html>