diff --git a/404.html b/404.html index ba4a697a..efb8d1e1 100644 --- a/404.html +++ b/404.html @@ -7,7 +7,7 @@ - + diff --git a/assets/js/6e787a66.00c6e52b.js b/assets/js/6e787a66.83fcd0a7.js similarity index 82% rename from assets/js/6e787a66.00c6e52b.js rename to assets/js/6e787a66.83fcd0a7.js index a3ea1501..3c16d252 100644 --- a/assets/js/6e787a66.00c6e52b.js +++ b/assets/js/6e787a66.83fcd0a7.js @@ -1 +1 @@ -"use strict";(self.webpackChunkai_rag_lab=self.webpackChunkai_rag_lab||[]).push([[301],{8708:(e,n,t)=>{t.r(n),t.d(n,{assets:()=>s,contentTitle:()=>a,default:()=>h,frontMatter:()=>o,metadata:()=>i,toc:()=>c});var r=t(4848),d=t(8453);const o={},a="\ud83d\udc50 Generate embeddings",i={id:"prepare-the-data/embed-data",title:"\ud83d\udc50 Generate embeddings",description:"To perform vector search on our data, we need to embed it (i.e. generate embedding vectors) before ingesting it into MongoDB.",source:"@site/docs/50-prepare-the-data/4-embed-data.mdx",sourceDirName:"50-prepare-the-data",slug:"/prepare-the-data/embed-data",permalink:"/ai-rag-lab/docs/prepare-the-data/embed-data",draft:!1,unlisted:!1,editUrl:"https://github.com/mongodb-developer/ai-rag-lab/blob/main/docs/50-prepare-the-data/4-embed-data.mdx",tags:[],version:"current",sidebarPosition:4,frontMatter:{},sidebar:"tutorialSidebar",previous:{title:"\ud83d\udc50 Chunk up the data",permalink:"/ai-rag-lab/docs/prepare-the-data/chunk-data"},next:{title:"\ud83d\udc50 Ingest data into MongoDB",permalink:"/ai-rag-lab/docs/prepare-the-data/ingest-data"}},s={},c=[];function l(e){const n={admonition:"admonition",code:"code",h1:"h1",p:"p",pre:"pre",strong:"strong",...(0,d.R)(),...e.components},{Details:t}=n;return t||function(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("Details",!0),(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.h1,{id:"-generate-embeddings",children:"\ud83d\udc50 Generate embeddings"}),"\n",(0,r.jsx)(n.p,{children:"To perform vector search on our data, we need to embed it (i.e. generate embedding vectors) before ingesting it into MongoDB."}),"\n",(0,r.jsxs)(n.p,{children:["Fill in any ",(0,r.jsx)(n.code,{children:""})," placeholders and run the cells under the ",(0,r.jsx)(n.strong,{children:"Step 5: Generate embeddings"})," section in the notebook to embed the chunked articles."]}),"\n",(0,r.jsx)(n.p,{children:"The answers for code blocks in this section are as follows:"}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_8"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:'SentenceTransformer("thenlper/gte-small")\n'})})})]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_9"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:"embedding = embedding_model.encode(text)\nreturn embedding.tolist()\n"})})})]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_10"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:'for doc in tqdm(split_docs):\n doc["embedding"] = get_embedding(doc["body"])\n embedded_docs.append(doc)\n'})})})]}),"\n",(0,r.jsx)(n.admonition,{type:"caution",children:(0,r.jsx)(n.p,{children:"If the embedding generation is taking too long (> 2-3 min), kill/interrupt the cell and move on to the next step with the documents that have been embedded up until that point."})})]})}function h(e={}){const{wrapper:n}={...(0,d.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(l,{...e})}):l(e)}},8453:(e,n,t)=>{t.d(n,{R:()=>a,x:()=>i});var r=t(6540);const d={},o=r.createContext(d);function a(e){const n=r.useContext(o);return r.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function i(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(d):e.components||d:a(e.components),r.createElement(o.Provider,{value:n},e.children)}}}]); \ No newline at end of file +"use strict";(self.webpackChunkai_rag_lab=self.webpackChunkai_rag_lab||[]).push([[301],{8708:(e,n,t)=>{t.r(n),t.d(n,{assets:()=>s,contentTitle:()=>a,default:()=>h,frontMatter:()=>o,metadata:()=>i,toc:()=>c});var r=t(4848),d=t(8453);const o={},a="\ud83d\udc50 Generate embeddings",i={id:"prepare-the-data/embed-data",title:"\ud83d\udc50 Generate embeddings",description:"To perform vector search on our data, we need to embed it (i.e. generate embedding vectors) before ingesting it into MongoDB.",source:"@site/docs/50-prepare-the-data/4-embed-data.mdx",sourceDirName:"50-prepare-the-data",slug:"/prepare-the-data/embed-data",permalink:"/ai-rag-lab/docs/prepare-the-data/embed-data",draft:!1,unlisted:!1,editUrl:"https://github.com/mongodb-developer/ai-rag-lab/blob/main/docs/50-prepare-the-data/4-embed-data.mdx",tags:[],version:"current",sidebarPosition:4,frontMatter:{},sidebar:"tutorialSidebar",previous:{title:"\ud83d\udc50 Chunk up the data",permalink:"/ai-rag-lab/docs/prepare-the-data/chunk-data"},next:{title:"\ud83d\udc50 Ingest data into MongoDB",permalink:"/ai-rag-lab/docs/prepare-the-data/ingest-data"}},s={},c=[];function l(e){const n={admonition:"admonition",code:"code",h1:"h1",p:"p",pre:"pre",strong:"strong",...(0,d.R)(),...e.components},{Details:t}=n;return t||function(e,n){throw new Error("Expected "+(n?"component":"object")+" `"+e+"` to be defined: you likely forgot to import, pass, or provide it.")}("Details",!0),(0,r.jsxs)(r.Fragment,{children:[(0,r.jsx)(n.h1,{id:"-generate-embeddings",children:"\ud83d\udc50 Generate embeddings"}),"\n",(0,r.jsx)(n.p,{children:"To perform vector search on our data, we need to embed it (i.e. generate embedding vectors) before ingesting it into MongoDB."}),"\n",(0,r.jsxs)(n.p,{children:["Fill in any ",(0,r.jsx)(n.code,{children:""})," placeholders and run the cells under the ",(0,r.jsx)(n.strong,{children:"Step 5: Generate embeddings"})," section in the notebook to embed the chunked articles."]}),"\n",(0,r.jsx)(n.p,{children:"The answers for code blocks in this section are as follows:"}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_8"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:'SentenceTransformer("thenlper/gte-small")\n'})})})]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_9"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:"embedding = embedding_model.encode(text)\nreturn embedding.tolist()\n"})})})]}),"\n",(0,r.jsx)(n.p,{children:(0,r.jsx)(n.strong,{children:"CODE_BLOCK_10"})}),"\n",(0,r.jsxs)(t,{children:[(0,r.jsx)("summary",{children:"Answer"}),(0,r.jsx)("div",{children:(0,r.jsx)(n.pre,{children:(0,r.jsx)(n.code,{className:"language-python",children:'for doc in tqdm(split_docs):\n doc["embedding"] = get_embedding(doc["body"])\n embedded_docs.append(doc)\n'})})})]}),"\n",(0,r.jsx)(n.admonition,{type:"caution",children:(0,r.jsx)(n.p,{children:"If the embedding generation is taking too long (> 5 min), kill/interrupt the cell and move on to the next step with the documents that have been embedded up until that point."})})]})}function h(e={}){const{wrapper:n}={...(0,d.R)(),...e.components};return n?(0,r.jsx)(n,{...e,children:(0,r.jsx)(l,{...e})}):l(e)}},8453:(e,n,t)=>{t.d(n,{R:()=>a,x:()=>i});var r=t(6540);const d={},o=r.createContext(d);function a(e){const n=r.useContext(o);return r.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function i(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(d):e.components||d:a(e.components),r.createElement(o.Provider,{value:n},e.children)}}}]); \ No newline at end of file diff --git a/assets/js/runtime~main.c6121ab5.js b/assets/js/runtime~main.f3b928e4.js similarity index 98% rename from assets/js/runtime~main.c6121ab5.js rename to assets/js/runtime~main.f3b928e4.js index 287de08a..9f39f2a2 100644 --- a/assets/js/runtime~main.c6121ab5.js +++ b/assets/js/runtime~main.f3b928e4.js @@ -1 +1 @@ -(()=>{"use strict";var e,a,r,t,f,d={},c={};function b(e){var a=c[e];if(void 0!==a)return a.exports;var r=c[e]={exports:{}};return d[e].call(r.exports,r,r.exports,b),r.exports}b.m=d,e=[],b.O=(a,r,t,f)=>{if(!r){var d=1/0;for(i=0;i=f)&&Object.keys(b.O).every((e=>b.O[e](r[o])))?r.splice(o--,1):(c=!1,f0&&e[i-1][2]>f;i--)e[i]=e[i-1];e[i]=[r,t,f]},b.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return b.d(a,{a:a}),a},r=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,b.t=function(e,t){if(1&t&&(e=this(e)),8&t)return e;if("object"==typeof e&&e){if(4&t&&e.__esModule)return e;if(16&t&&"function"==typeof e.then)return e}var f=Object.create(null);b.r(f);var d={};a=a||[null,r({}),r([]),r(r)];for(var c=2&t&&e;"object"==typeof c&&!~a.indexOf(c);c=r(c))Object.getOwnPropertyNames(c).forEach((a=>d[a]=()=>e[a]));return d.default=()=>e,b.d(f,d),f},b.d=(e,a)=>{for(var r in a)b.o(a,r)&&!b.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:a[r]})},b.f={},b.e=e=>Promise.all(Object.keys(b.f).reduce(((a,r)=>(b.f[r](e,a),a)),[])),b.u=e=>"assets/js/"+({24:"0e16189c",48:"a94703ab",93:"3aaaf183",98:"a7bd4aaa",142:"d6501d9d",186:"86a88343",199:"412449fd",214:"e962eb68",254:"400dfa73",256:"72d756b8",260:"798f680c",262:"8be1a27a",264:"71a1ca8e",290:"a17e1ad5",301:"6e787a66",350:"45b31a90",401:"17896441",426:"a541a3e1",454:"47cd1b4f",458:"2a2ea0d2",459:"f23f5105",462:"3bf69056",507:"843aaef4",548:"49a3b57d",581:"935f2afb",634:"c4f5d8e4",647:"5e95c892",676:"e6ef851e",710:"d09226b2",711:"7a749954",722:"8e28e76d",723:"c8620672",730:"6bb24948",807:"350ab7ce",839:"6effaccf",850:"36d48778",888:"ade674ed",902:"fa1a64f0",903:"f8409a7e",906:"bac890e3",969:"14eb3368",970:"88870176",983:"88a0bd0a",988:"36c22dfc"}[e]||e)+"."+{24:"30561a78",48:"d13df985",93:"43320edc",98:"80c64d81",142:"30b1cff3",186:"881ee69b",199:"40d85668",214:"fef563bb",254:"511b3d39",256:"6f853c74",260:"f36ad5b7",262:"32bf80d7",264:"fc0f6601",290:"e3ab0070",301:"00c6e52b",350:"1e1e7bb2",401:"a68ad7e9",426:"b7a6b495",454:"eeed1185",458:"cbbe08f4",459:"a61891e2",462:"2d31350d",507:"5e102587",548:"9434d500",560:"a9c1cb91",581:"80044a62",634:"f3a98f32",647:"ad038dcd",676:"5c9e4a8a",710:"3ce758ff",711:"5da4c1f2",722:"2bc5905e",723:"afc66b2e",730:"a8c7173d",807:"e4dd0929",839:"7324bbcf",850:"5c024004",888:"52ec81a8",902:"5b2741a5",903:"f0cad3c3",904:"497d6008",906:"68591a79",969:"f8033aa7",970:"6337458e",983:"6aa81761",988:"b38987cc"}[e]+".js",b.miniCssF=e=>{},b.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),b.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),t={},f="ai-rag-lab:",b.l=(e,a,r,d)=>{if(t[e])t[e].push(a);else{var c,o;if(void 0!==r)for(var n=document.getElementsByTagName("script"),i=0;i{c.onerror=c.onload=null,clearTimeout(s);var f=t[e];if(delete t[e],c.parentNode&&c.parentNode.removeChild(c),f&&f.forEach((e=>e(r))),a)return a(r)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:c}),12e4);c.onerror=u.bind(null,c.onerror),c.onload=u.bind(null,c.onload),o&&document.head.appendChild(c)}},b.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},b.p="/ai-rag-lab/",b.gca=function(e){return e={17896441:"401",88870176:"970","0e16189c":"24",a94703ab:"48","3aaaf183":"93",a7bd4aaa:"98",d6501d9d:"142","86a88343":"186","412449fd":"199",e962eb68:"214","400dfa73":"254","72d756b8":"256","798f680c":"260","8be1a27a":"262","71a1ca8e":"264",a17e1ad5:"290","6e787a66":"301","45b31a90":"350",a541a3e1:"426","47cd1b4f":"454","2a2ea0d2":"458",f23f5105:"459","3bf69056":"462","843aaef4":"507","49a3b57d":"548","935f2afb":"581",c4f5d8e4:"634","5e95c892":"647",e6ef851e:"676",d09226b2:"710","7a749954":"711","8e28e76d":"722",c8620672:"723","6bb24948":"730","350ab7ce":"807","6effaccf":"839","36d48778":"850",ade674ed:"888",fa1a64f0:"902",f8409a7e:"903",bac890e3:"906","14eb3368":"969","88a0bd0a":"983","36c22dfc":"988"}[e]||e,b.p+b.u(e)},(()=>{var e={354:0,869:0};b.f.j=(a,r)=>{var t=b.o(e,a)?e[a]:void 0;if(0!==t)if(t)r.push(t[2]);else if(/^(354|869)$/.test(a))e[a]=0;else{var f=new Promise(((r,f)=>t=e[a]=[r,f]));r.push(t[2]=f);var d=b.p+b.u(a),c=new Error;b.l(d,(r=>{if(b.o(e,a)&&(0!==(t=e[a])&&(e[a]=void 0),t)){var f=r&&("load"===r.type?"missing":r.type),d=r&&r.target&&r.target.src;c.message="Loading chunk "+a+" failed.\n("+f+": "+d+")",c.name="ChunkLoadError",c.type=f,c.request=d,t[1](c)}}),"chunk-"+a,a)}},b.O.j=a=>0===e[a];var a=(a,r)=>{var t,f,d=r[0],c=r[1],o=r[2],n=0;if(d.some((a=>0!==e[a]))){for(t in c)b.o(c,t)&&(b.m[t]=c[t]);if(o)var i=o(b)}for(a&&a(r);n{"use strict";var e,a,r,t,f,d={},c={};function b(e){var a=c[e];if(void 0!==a)return a.exports;var r=c[e]={exports:{}};return d[e].call(r.exports,r,r.exports,b),r.exports}b.m=d,e=[],b.O=(a,r,t,f)=>{if(!r){var d=1/0;for(i=0;i=f)&&Object.keys(b.O).every((e=>b.O[e](r[o])))?r.splice(o--,1):(c=!1,f0&&e[i-1][2]>f;i--)e[i]=e[i-1];e[i]=[r,t,f]},b.n=e=>{var a=e&&e.__esModule?()=>e.default:()=>e;return b.d(a,{a:a}),a},r=Object.getPrototypeOf?e=>Object.getPrototypeOf(e):e=>e.__proto__,b.t=function(e,t){if(1&t&&(e=this(e)),8&t)return e;if("object"==typeof e&&e){if(4&t&&e.__esModule)return e;if(16&t&&"function"==typeof e.then)return e}var f=Object.create(null);b.r(f);var d={};a=a||[null,r({}),r([]),r(r)];for(var c=2&t&&e;"object"==typeof c&&!~a.indexOf(c);c=r(c))Object.getOwnPropertyNames(c).forEach((a=>d[a]=()=>e[a]));return d.default=()=>e,b.d(f,d),f},b.d=(e,a)=>{for(var r in a)b.o(a,r)&&!b.o(e,r)&&Object.defineProperty(e,r,{enumerable:!0,get:a[r]})},b.f={},b.e=e=>Promise.all(Object.keys(b.f).reduce(((a,r)=>(b.f[r](e,a),a)),[])),b.u=e=>"assets/js/"+({24:"0e16189c",48:"a94703ab",93:"3aaaf183",98:"a7bd4aaa",142:"d6501d9d",186:"86a88343",199:"412449fd",214:"e962eb68",254:"400dfa73",256:"72d756b8",260:"798f680c",262:"8be1a27a",264:"71a1ca8e",290:"a17e1ad5",301:"6e787a66",350:"45b31a90",401:"17896441",426:"a541a3e1",454:"47cd1b4f",458:"2a2ea0d2",459:"f23f5105",462:"3bf69056",507:"843aaef4",548:"49a3b57d",581:"935f2afb",634:"c4f5d8e4",647:"5e95c892",676:"e6ef851e",710:"d09226b2",711:"7a749954",722:"8e28e76d",723:"c8620672",730:"6bb24948",807:"350ab7ce",839:"6effaccf",850:"36d48778",888:"ade674ed",902:"fa1a64f0",903:"f8409a7e",906:"bac890e3",969:"14eb3368",970:"88870176",983:"88a0bd0a",988:"36c22dfc"}[e]||e)+"."+{24:"30561a78",48:"d13df985",93:"43320edc",98:"80c64d81",142:"30b1cff3",186:"881ee69b",199:"40d85668",214:"fef563bb",254:"511b3d39",256:"6f853c74",260:"f36ad5b7",262:"32bf80d7",264:"fc0f6601",290:"e3ab0070",301:"83fcd0a7",350:"1e1e7bb2",401:"a68ad7e9",426:"b7a6b495",454:"eeed1185",458:"cbbe08f4",459:"a61891e2",462:"2d31350d",507:"5e102587",548:"9434d500",560:"a9c1cb91",581:"80044a62",634:"f3a98f32",647:"ad038dcd",676:"5c9e4a8a",710:"3ce758ff",711:"5da4c1f2",722:"2bc5905e",723:"afc66b2e",730:"a8c7173d",807:"e4dd0929",839:"7324bbcf",850:"5c024004",888:"52ec81a8",902:"5b2741a5",903:"f0cad3c3",904:"497d6008",906:"68591a79",969:"f8033aa7",970:"6337458e",983:"6aa81761",988:"b38987cc"}[e]+".js",b.miniCssF=e=>{},b.g=function(){if("object"==typeof globalThis)return globalThis;try{return this||new Function("return this")()}catch(e){if("object"==typeof window)return window}}(),b.o=(e,a)=>Object.prototype.hasOwnProperty.call(e,a),t={},f="ai-rag-lab:",b.l=(e,a,r,d)=>{if(t[e])t[e].push(a);else{var c,o;if(void 0!==r)for(var n=document.getElementsByTagName("script"),i=0;i{c.onerror=c.onload=null,clearTimeout(s);var f=t[e];if(delete t[e],c.parentNode&&c.parentNode.removeChild(c),f&&f.forEach((e=>e(r))),a)return a(r)},s=setTimeout(u.bind(null,void 0,{type:"timeout",target:c}),12e4);c.onerror=u.bind(null,c.onerror),c.onload=u.bind(null,c.onload),o&&document.head.appendChild(c)}},b.r=e=>{"undefined"!=typeof Symbol&&Symbol.toStringTag&&Object.defineProperty(e,Symbol.toStringTag,{value:"Module"}),Object.defineProperty(e,"__esModule",{value:!0})},b.p="/ai-rag-lab/",b.gca=function(e){return e={17896441:"401",88870176:"970","0e16189c":"24",a94703ab:"48","3aaaf183":"93",a7bd4aaa:"98",d6501d9d:"142","86a88343":"186","412449fd":"199",e962eb68:"214","400dfa73":"254","72d756b8":"256","798f680c":"260","8be1a27a":"262","71a1ca8e":"264",a17e1ad5:"290","6e787a66":"301","45b31a90":"350",a541a3e1:"426","47cd1b4f":"454","2a2ea0d2":"458",f23f5105:"459","3bf69056":"462","843aaef4":"507","49a3b57d":"548","935f2afb":"581",c4f5d8e4:"634","5e95c892":"647",e6ef851e:"676",d09226b2:"710","7a749954":"711","8e28e76d":"722",c8620672:"723","6bb24948":"730","350ab7ce":"807","6effaccf":"839","36d48778":"850",ade674ed:"888",fa1a64f0:"902",f8409a7e:"903",bac890e3:"906","14eb3368":"969","88a0bd0a":"983","36c22dfc":"988"}[e]||e,b.p+b.u(e)},(()=>{var e={354:0,869:0};b.f.j=(a,r)=>{var t=b.o(e,a)?e[a]:void 0;if(0!==t)if(t)r.push(t[2]);else if(/^(354|869)$/.test(a))e[a]=0;else{var f=new Promise(((r,f)=>t=e[a]=[r,f]));r.push(t[2]=f);var d=b.p+b.u(a),c=new Error;b.l(d,(r=>{if(b.o(e,a)&&(0!==(t=e[a])&&(e[a]=void 0),t)){var f=r&&("load"===r.type?"missing":r.type),d=r&&r.target&&r.target.src;c.message="Loading chunk "+a+" failed.\n("+f+": "+d+")",c.name="ChunkLoadError",c.type=f,c.request=d,t[1](c)}}),"chunk-"+a,a)}},b.O.j=a=>0===e[a];var a=(a,r)=>{var t,f,d=r[0],c=r[1],o=r[2],n=0;if(d.some((a=>0!==e[a]))){for(t in c)b.o(c,t)&&(b.m[t]=c[t]);if(o)var i=o(b)}for(a&&a(r);n - + diff --git a/docs/add-memory/concepts.html b/docs/add-memory/concepts.html index f9d4f9e7..d112eff1 100644 --- a/docs/add-memory/concepts.html +++ b/docs/add-memory/concepts.html @@ -7,7 +7,7 @@ - + diff --git a/docs/build-rag-app/add-reranking.html b/docs/build-rag-app/add-reranking.html index cdd1b5e7..d06378f3 100644 --- a/docs/build-rag-app/add-reranking.html +++ b/docs/build-rag-app/add-reranking.html @@ -7,7 +7,7 @@ - + diff --git a/docs/build-rag-app/build-rag-app.html b/docs/build-rag-app/build-rag-app.html index 6c25f270..84269fe9 100644 --- a/docs/build-rag-app/build-rag-app.html +++ b/docs/build-rag-app/build-rag-app.html @@ -7,7 +7,7 @@ - + diff --git a/docs/build-rag-app/stream-responses.html b/docs/build-rag-app/stream-responses.html index 6a9af30b..a3d0f846 100644 --- a/docs/build-rag-app/stream-responses.html +++ b/docs/build-rag-app/stream-responses.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/add-memory-to-the-rag-application.html b/docs/category/add-memory-to-the-rag-application.html index a76de90a..e34c28e0 100644 --- a/docs/category/add-memory-to-the-rag-application.html +++ b/docs/category/add-memory-to-the-rag-application.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/build-the-rag-application.html b/docs/category/build-the-rag-application.html index b27ed7a9..3c4c4154 100644 --- a/docs/category/build-the-rag-application.html +++ b/docs/category/build-the-rag-application.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/dev-environment.html b/docs/category/dev-environment.html index aca8e0d4..7d411722 100644 --- a/docs/category/dev-environment.html +++ b/docs/category/dev-environment.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/fireworks-ai.html b/docs/category/fireworks-ai.html index 4e10f676..f1c5d4a6 100644 --- a/docs/category/fireworks-ai.html +++ b/docs/category/fireworks-ai.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/mongodb-atlas.html b/docs/category/mongodb-atlas.html index 3dbca3f6..8c919535 100644 --- a/docs/category/mongodb-atlas.html +++ b/docs/category/mongodb-atlas.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/perform-semantic-search-on-your-data.html b/docs/category/perform-semantic-search-on-your-data.html index f00787d3..aa34d356 100644 --- a/docs/category/perform-semantic-search-on-your-data.html +++ b/docs/category/perform-semantic-search-on-your-data.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/prepare-the-data.html b/docs/category/prepare-the-data.html index 4143d206..6639013b 100644 --- a/docs/category/prepare-the-data.html +++ b/docs/category/prepare-the-data.html @@ -7,7 +7,7 @@ - + diff --git a/docs/category/retrieval-augmented-generation.html b/docs/category/retrieval-augmented-generation.html index aaf5983d..c0f591c1 100644 --- a/docs/category/retrieval-augmented-generation.html +++ b/docs/category/retrieval-augmented-generation.html @@ -7,7 +7,7 @@ - + diff --git a/docs/dev-env/dev-setup.html b/docs/dev-env/dev-setup.html index e4148ca9..570efccb 100644 --- a/docs/dev-env/dev-setup.html +++ b/docs/dev-env/dev-setup.html @@ -7,7 +7,7 @@ - + diff --git a/docs/dev-env/setup-pre-reqs.html b/docs/dev-env/setup-pre-reqs.html index 89781732..c8d64541 100644 --- a/docs/dev-env/setup-pre-reqs.html +++ b/docs/dev-env/setup-pre-reqs.html @@ -7,7 +7,7 @@ - + diff --git a/docs/fireworks-ai/create-account.html b/docs/fireworks-ai/create-account.html index 7d1773b6..43008bcf 100644 --- a/docs/fireworks-ai/create-account.html +++ b/docs/fireworks-ai/create-account.html @@ -7,7 +7,7 @@ - + diff --git a/docs/fireworks-ai/create-api-key.html b/docs/fireworks-ai/create-api-key.html index 015756bf..88780be6 100644 --- a/docs/fireworks-ai/create-api-key.html +++ b/docs/fireworks-ai/create-api-key.html @@ -7,7 +7,7 @@ - + diff --git a/docs/intro.html b/docs/intro.html index 376dc732..acfecb58 100644 --- a/docs/intro.html +++ b/docs/intro.html @@ -7,7 +7,7 @@ - + diff --git a/docs/mongodb-atlas/create-account.html b/docs/mongodb-atlas/create-account.html index 0475de89..0c89903c 100644 --- a/docs/mongodb-atlas/create-account.html +++ b/docs/mongodb-atlas/create-account.html @@ -7,7 +7,7 @@ - + diff --git a/docs/mongodb-atlas/create-cluster.html b/docs/mongodb-atlas/create-cluster.html index b2432486..b48ae41c 100644 --- a/docs/mongodb-atlas/create-cluster.html +++ b/docs/mongodb-atlas/create-cluster.html @@ -7,7 +7,7 @@ - + diff --git a/docs/mongodb-atlas/get-connection-string.html b/docs/mongodb-atlas/get-connection-string.html index 97762d2b..6fc6e394 100644 --- a/docs/mongodb-atlas/get-connection-string.html +++ b/docs/mongodb-atlas/get-connection-string.html @@ -7,7 +7,7 @@ - + diff --git a/docs/perform-semantic-search/concepts.html b/docs/perform-semantic-search/concepts.html index 78ca0c18..c89fe89e 100644 --- a/docs/perform-semantic-search/concepts.html +++ b/docs/perform-semantic-search/concepts.html @@ -7,7 +7,7 @@ - + diff --git a/docs/perform-semantic-search/create-vector-index.html b/docs/perform-semantic-search/create-vector-index.html index 9bc12cf1..ab30015d 100644 --- a/docs/perform-semantic-search/create-vector-index.html +++ b/docs/perform-semantic-search/create-vector-index.html @@ -7,7 +7,7 @@ - + diff --git a/docs/perform-semantic-search/pre-filtering.html b/docs/perform-semantic-search/pre-filtering.html index 0dcebb81..a23219dc 100644 --- a/docs/perform-semantic-search/pre-filtering.html +++ b/docs/perform-semantic-search/pre-filtering.html @@ -7,7 +7,7 @@ - + diff --git a/docs/perform-semantic-search/vector-search.html b/docs/perform-semantic-search/vector-search.html index 4ae6ed13..0da4bdbf 100644 --- a/docs/perform-semantic-search/vector-search.html +++ b/docs/perform-semantic-search/vector-search.html @@ -7,7 +7,7 @@ - + diff --git a/docs/prepare-the-data/chunk-data.html b/docs/prepare-the-data/chunk-data.html index 2510635d..53b3e23a 100644 --- a/docs/prepare-the-data/chunk-data.html +++ b/docs/prepare-the-data/chunk-data.html @@ -7,7 +7,7 @@ - + diff --git a/docs/prepare-the-data/concepts.html b/docs/prepare-the-data/concepts.html index 54ffbef8..73fb0972 100644 --- a/docs/prepare-the-data/concepts.html +++ b/docs/prepare-the-data/concepts.html @@ -7,7 +7,7 @@ - + diff --git a/docs/prepare-the-data/embed-data.html b/docs/prepare-the-data/embed-data.html index 76391842..6ab9488f 100644 --- a/docs/prepare-the-data/embed-data.html +++ b/docs/prepare-the-data/embed-data.html @@ -7,7 +7,7 @@ - + @@ -21,6 +21,6 @@
Answer
embedding = embedding_model.encode(text)
return embedding.tolist()

CODE_BLOCK_10

Answer
for doc in tqdm(split_docs):
    doc["embedding"] = get_embedding(doc["body"])
    embedded_docs.append(doc)
-
caution

If the embedding generation is taking too long (> 2-3 min), kill/interrupt the cell and move on to the next step with the documents that have been embedded up until that point.

+
caution

If the embedding generation is taking too long (> 5 min), kill/interrupt the cell and move on to the next step with the documents that have been embedded up until that point.

\ No newline at end of file diff --git a/docs/prepare-the-data/ingest-data.html b/docs/prepare-the-data/ingest-data.html index 91e7630c..124c8846 100644 --- a/docs/prepare-the-data/ingest-data.html +++ b/docs/prepare-the-data/ingest-data.html @@ -7,7 +7,7 @@ - + diff --git a/docs/prepare-the-data/load-data.html b/docs/prepare-the-data/load-data.html index 683302b9..03e9f3b9 100644 --- a/docs/prepare-the-data/load-data.html +++ b/docs/prepare-the-data/load-data.html @@ -7,7 +7,7 @@ - + diff --git a/docs/rag/components-of-rag.html b/docs/rag/components-of-rag.html index eb5ec421..07f99d8f 100644 --- a/docs/rag/components-of-rag.html +++ b/docs/rag/components-of-rag.html @@ -7,7 +7,7 @@ - + diff --git a/docs/rag/rag-usecases.html b/docs/rag/rag-usecases.html index 8f1ae85f..b446602e 100644 --- a/docs/rag/rag-usecases.html +++ b/docs/rag/rag-usecases.html @@ -7,7 +7,7 @@ - + diff --git a/docs/rag/what-is-rag.html b/docs/rag/what-is-rag.html index 7f07a47e..615ec2af 100644 --- a/docs/rag/what-is-rag.html +++ b/docs/rag/what-is-rag.html @@ -7,7 +7,7 @@ - + diff --git a/docs/summary.html b/docs/summary.html index 9e7a3de3..31e2ab9f 100644 --- a/docs/summary.html +++ b/docs/summary.html @@ -7,7 +7,7 @@ - + diff --git a/helloWorld.html b/helloWorld.html index a2b4a50c..5beb2223 100644 --- a/helloWorld.html +++ b/helloWorld.html @@ -7,7 +7,7 @@ - + diff --git a/index.html b/index.html index b4f6bde1..be05092b 100644 --- a/index.html +++ b/index.html @@ -7,7 +7,7 @@ - + diff --git a/search-index-docs-default-current.json b/search-index-docs-default-current.json index e35719f0..2540e808 100644 --- a/search-index-docs-default-current.json +++ b/search-index-docs-default-current.json @@ -1 +1 @@ -{"documents":[{"id":1,"pageTitle":"👐 Add memory to the RAG application","sectionTitle":"👐 Add memory to the RAG application","sectionRoute":"/ai-rag-lab/docs/add-memory/add-memory","type":"docs"},{"id":4,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"📘 Tools, libraries, and concepts","sectionRoute":"/ai-rag-lab/docs/add-memory/concepts","type":"docs"},{"id":2,"pageTitle":"🦹 Re-rank retrieved results","sectionTitle":"🦹 Re-rank retrieved results","sectionRoute":"/ai-rag-lab/docs/build-rag-app/add-reranking","type":"docs"},{"id":3,"pageTitle":"👐 Build the RAG application","sectionTitle":"👐 Build the RAG application","sectionRoute":"/ai-rag-lab/docs/build-rag-app/build-rag-app","type":"docs"},{"id":5,"pageTitle":"🦹 Stream responses from the RAG application","sectionTitle":"🦹 Stream responses from the RAG application","sectionRoute":"/ai-rag-lab/docs/build-rag-app/stream-responses","type":"docs"},{"id":6,"pageTitle":"","sectionTitle":"📄️ 📘 Tools, libraries, and concepts","sectionRoute":"/ai-rag-lab/docs/category/add-memory-to-the-rag-application","type":"docs"},{"id":7,"pageTitle":"","sectionTitle":"📄️ 👐 Add memory to the RAG application","sectionRoute":"/ai-rag-lab/docs/category/add-memory-to-the-rag-application","type":"docs"},{"id":8,"pageTitle":"","sectionTitle":"📄️ 👐 Build the RAG application","sectionRoute":"/ai-rag-lab/docs/category/build-the-rag-application","type":"docs"},{"id":9,"pageTitle":"","sectionTitle":"📄️ 🦹 Re-rank retrieved results","sectionRoute":"/ai-rag-lab/docs/category/build-the-rag-application","type":"docs"},{"id":10,"pageTitle":"","sectionTitle":"📄️ 🦹 Stream responses from the RAG application","sectionRoute":"/ai-rag-lab/docs/category/build-the-rag-application","type":"docs"},{"id":11,"pageTitle":"","sectionTitle":"📄️ 👐 Setup dev environment","sectionRoute":"/ai-rag-lab/docs/category/dev-environment","type":"docs"},{"id":12,"pageTitle":"","sectionTitle":"📄️ 👐 Setup prerequisites","sectionRoute":"/ai-rag-lab/docs/category/dev-environment","type":"docs"},{"id":25,"pageTitle":"","sectionTitle":"📄️ 👐 Create an account","sectionRoute":"/ai-rag-lab/docs/category/fireworks-ai","type":"docs"},{"id":26,"pageTitle":"","sectionTitle":"📄️ 👐 Create an API key","sectionRoute":"/ai-rag-lab/docs/category/fireworks-ai","type":"docs"},{"id":13,"pageTitle":"","sectionTitle":"📄️ 👐 Create your account","sectionRoute":"/ai-rag-lab/docs/category/mongodb-atlas","type":"docs"},{"id":14,"pageTitle":"","sectionTitle":"📄️ 👐 Deploy a database cluster","sectionRoute":"/ai-rag-lab/docs/category/mongodb-atlas","type":"docs"},{"id":15,"pageTitle":"","sectionTitle":"📄️ 👐 Get your connection string","sectionRoute":"/ai-rag-lab/docs/category/mongodb-atlas","type":"docs"},{"id":16,"pageTitle":"","sectionTitle":"📄️ 📘 Semantic search in MongoDB","sectionRoute":"/ai-rag-lab/docs/category/perform-semantic-search-on-your-data","type":"docs"},{"id":17,"pageTitle":"","sectionTitle":"📄️ 👐 Create a vector search index","sectionRoute":"/ai-rag-lab/docs/category/perform-semantic-search-on-your-data","type":"docs"},{"id":18,"pageTitle":"","sectionTitle":"📄️ 👐 Perform semantic search","sectionRoute":"/ai-rag-lab/docs/category/perform-semantic-search-on-your-data","type":"docs"},{"id":19,"pageTitle":"","sectionTitle":"📄️ 🦹 Combine pre-filtering with vector search","sectionRoute":"/ai-rag-lab/docs/category/perform-semantic-search-on-your-data","type":"docs"},{"id":20,"pageTitle":"","sectionTitle":"📄️ 📘 Tools, libraries, and concepts","sectionRoute":"/ai-rag-lab/docs/category/prepare-the-data","type":"docs"},{"id":21,"pageTitle":"","sectionTitle":"📄️ 👐 Load the dataset","sectionRoute":"/ai-rag-lab/docs/category/prepare-the-data","type":"docs"},{"id":22,"pageTitle":"","sectionTitle":"📄️ 👐 Chunk up the data","sectionRoute":"/ai-rag-lab/docs/category/prepare-the-data","type":"docs"},{"id":23,"pageTitle":"","sectionTitle":"📄️ 👐 Generate embeddings","sectionRoute":"/ai-rag-lab/docs/category/prepare-the-data","type":"docs"},{"id":24,"pageTitle":"","sectionTitle":"📄️ 👐 Ingest data into MongoDB","sectionRoute":"/ai-rag-lab/docs/category/prepare-the-data","type":"docs"},{"id":31,"pageTitle":"","sectionTitle":"📄️ 📘 What is RAG?","sectionRoute":"/ai-rag-lab/docs/category/retrieval-augmented-generation","type":"docs"},{"id":32,"pageTitle":"","sectionTitle":"📄️ 📘 When to use RAG?","sectionRoute":"/ai-rag-lab/docs/category/retrieval-augmented-generation","type":"docs"},{"id":33,"pageTitle":"","sectionTitle":"📄️ 📘 Components of a RAG system","sectionRoute":"/ai-rag-lab/docs/category/retrieval-augmented-generation","type":"docs"},{"id":27,"pageTitle":"👐 Setup dev environment","sectionTitle":"👐 Setup dev environment","sectionRoute":"/ai-rag-lab/docs/dev-env/dev-setup","type":"docs"},{"id":28,"pageTitle":"👐 Setup dev environment","sectionTitle":"Local setup","sectionRoute":"/ai-rag-lab/docs/dev-env/dev-setup#local-setup","type":"docs"},{"id":29,"pageTitle":"👐 Setup prerequisites","sectionTitle":"👐 Setup prerequisites","sectionRoute":"/ai-rag-lab/docs/dev-env/setup-pre-reqs","type":"docs"},{"id":30,"pageTitle":"👐 Create an account","sectionTitle":"👐 Create an account","sectionRoute":"/ai-rag-lab/docs/fireworks-ai/create-account","type":"docs"},{"id":34,"pageTitle":"👐 Create an API key","sectionTitle":"👐 Create an API key","sectionRoute":"/ai-rag-lab/docs/fireworks-ai/create-api-key","type":"docs"},{"id":35,"pageTitle":"Introduction","sectionTitle":"Introduction","sectionRoute":"/ai-rag-lab/docs/intro","type":"docs"},{"id":36,"pageTitle":"👐 Create your account","sectionTitle":"👐 Create your account","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-account","type":"docs"},{"id":37,"pageTitle":"👐 Create your account","sectionTitle":"Sign up for MongoDB Atlas","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-account#sign-up-for-mongodb-atlas","type":"docs"},{"id":38,"pageTitle":"👐 Create your account","sectionTitle":"Verify your email address","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-account#verify-your-email-address","type":"docs"},{"id":39,"pageTitle":"👐 Create your account","sectionTitle":"Finish the onboarding","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-account#finish-the-onboarding","type":"docs"},{"id":41,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"👐 Deploy a database cluster","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster","type":"docs"},{"id":42,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"Security quickstart","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster#security-quickstart","type":"docs"},{"id":43,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"Network access","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster#network-access","type":"docs"},{"id":44,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"Database user","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster#database-user","type":"docs"},{"id":45,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"Manual network access configuration","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster#manual-network-access-configuration","type":"docs"},{"id":46,"pageTitle":"👐 Deploy a database cluster","sectionTitle":"That's all!","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/create-cluster#thats-all","type":"docs"},{"id":40,"pageTitle":"👐 Get your connection string","sectionTitle":"👐 Get your connection string","sectionRoute":"/ai-rag-lab/docs/mongodb-atlas/get-connection-string","type":"docs"},{"id":47,"pageTitle":"📘 Semantic search in MongoDB","sectionTitle":"📘 Semantic search in MongoDB","sectionRoute":"/ai-rag-lab/docs/perform-semantic-search/concepts","type":"docs"},{"id":48,"pageTitle":"👐 Create a vector search index","sectionTitle":"👐 Create a vector search index","sectionRoute":"/ai-rag-lab/docs/perform-semantic-search/create-vector-index","type":"docs"},{"id":49,"pageTitle":"🦹 Combine pre-filtering with vector search","sectionTitle":"🦹 Combine pre-filtering with vector search","sectionRoute":"/ai-rag-lab/docs/perform-semantic-search/pre-filtering","type":"docs"},{"id":50,"pageTitle":"👐 Perform semantic search","sectionTitle":"👐 Perform semantic search","sectionRoute":"/ai-rag-lab/docs/perform-semantic-search/vector-search","type":"docs"},{"id":51,"pageTitle":"👐 Chunk up the data","sectionTitle":"👐 Chunk up the data","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/chunk-data","type":"docs"},{"id":52,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"📘 Tools, libraries, and concepts","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/concepts","type":"docs"},{"id":53,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"datasets","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/concepts#datasets","type":"docs"},{"id":54,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"RecursiveCharacterTextSplitter","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/concepts#recursivecharactertextsplitter","type":"docs"},{"id":55,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"Sentence Transformers","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/concepts#sentence-transformers","type":"docs"},{"id":56,"pageTitle":"📘 Tools, libraries, and concepts","sectionTitle":"PyMongo","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/concepts#pymongo","type":"docs"},{"id":65,"pageTitle":"👐 Generate embeddings","sectionTitle":"👐 Generate embeddings","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/embed-data","type":"docs"},{"id":57,"pageTitle":"👐 Ingest data into MongoDB","sectionTitle":"👐 Ingest data into MongoDB","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/ingest-data","type":"docs"},{"id":58,"pageTitle":"👐 Load the dataset","sectionTitle":"👐 Load the dataset","sectionRoute":"/ai-rag-lab/docs/prepare-the-data/load-data","type":"docs"},{"id":59,"pageTitle":"📘 Components of a RAG system","sectionTitle":"📘 Components of a RAG system","sectionRoute":"/ai-rag-lab/docs/rag/components-of-rag","type":"docs"},{"id":60,"pageTitle":"📘 Components of a RAG system","sectionTitle":"Retrieval","sectionRoute":"/ai-rag-lab/docs/rag/components-of-rag#retrieval","type":"docs"},{"id":61,"pageTitle":"📘 Components of a RAG system","sectionTitle":"Generation","sectionRoute":"/ai-rag-lab/docs/rag/components-of-rag#generation","type":"docs"},{"id":62,"pageTitle":"📘 When to use RAG?","sectionTitle":"📘 When to use RAG?","sectionRoute":"/ai-rag-lab/docs/rag/rag-usecases","type":"docs"},{"id":63,"pageTitle":"📘 What is RAG?","sectionTitle":"📘 What is RAG?","sectionRoute":"/ai-rag-lab/docs/rag/what-is-rag","type":"docs"},{"id":64,"pageTitle":"🎯 Summary","sectionTitle":"🎯 Summary","sectionRoute":"/ai-rag-lab/docs/summary","type":"docs"}],"index":{"version":"2.3.9","fields":["title","content","tags"],"fieldVectors":[["title/1",[0,0.18,1,1.612,2,1.459,3,0.407,4,0.736]],["content/1",[0,0.277,1,2.081,2,2.247,3,0.627,4,1.341,5,2.046,6,2.238,7,1.477,8,1.766,9,2.143,10,2.238,11,2.238,12,2.046,13,1.155,14,1.894,15,0.929,16,2.238,17,1.894,18,1.562,19,1.984,20,2.238,21,3.324,22,2.238,23,2.238,24,2.046,25,1.579,26,0.787,27,1.562,28,1.657,29,2.238,30,0.3,31,1.209,32,1.401,33,1.268,34,0.929,35,1.209,36,1.056,37,0.725,38,2.238,39,1.104,40,1.268,41,1.477,42,0.855,43,2.884,44,2.884,45,2.884,46,4.284,47,3.966,48,3.465,49,2.884,50,2.884,51,2.884,52,2.884,53,2.884,54,2.884,55,2.884,56,1.401,57,2.884,58,2.884,59,2.884,60,2.884,61,2.884,62,2.884,63,2.884,64,2.884,65,2.884,66,2.884,67,2.884,68,2.884,69,3.705,70,2.884,71,2.884,72,2.884,73,2.884,74,2.884]],["tags/1",[]],["title/4",[0,0.199,75,1.696,76,1.471,77,1.696]],["content/4",[2,1.824,9,2.322,12,2.944,13,2.496,19,1.455,27,2.247,28,3.182,30,0.432,78,2.724,79,2.944,80,3.219,81,1.042,82,4.148,83,5.537,84,3.582,85,1.915,86,5.391,87,5.537,88,2.724,89,2.541,90,2.386,91,4.148,92,4.148,93,2.724,94,2.541,95,1.132,96,1.915,97,4.148,98,4.148,99,2.541,100,4.148,101,3.588,102,3.588]],["tags/4",[]],["title/2",[0,0.18,26,0.906,103,2.033,104,2.033,105,1.459]],["content/2",[0,0.314,1,1.742,3,0.615,4,1.112,13,1.436,19,1.258,25,1.549,26,1.368,31,1.504,32,1.742,33,1.577,34,1.156,35,1.504,36,1.314,39,1.373,40,1.577,41,1.837,42,1.063,69,3.102,90,1.373,103,3.833,104,3.54,105,2.204,106,2.545,107,2.545,108,2.008,109,1.837,110,2.545,111,2.315,112,2.545,113,1.26,114,2.545,115,2.545,116,1.942,117,2.545,118,1.108,119,2.355,120,1.837,121,2.061,122,2.545,123,2.545,124,3.102,125,3.586,126,3.586,127,3.586,128,3.586,129,3.586,130,3.586,131,3.102,132,3.586]],["tags/2",[]],["title/3",[0,0.199,3,0.45,4,0.815,133,1.54]],["content/3",[0,0.366,3,0.693,4,1.255,9,2.372,18,1.867,19,1.71,25,1.506,26,1.33,28,1.981,30,0.359,31,1.445,32,1.674,33,1.515,34,1.11,35,1.445,36,1.263,37,0.866,39,1.319,40,1.515,41,1.765,42,1.021,47,2.675,48,2.111,90,1.866,93,2.263,95,0.94,108,1.38,111,1.591,113,0.866,131,2.981,133,2.044,134,1.319,135,0.618,136,2.111,137,2.111,138,1.867,139,0.94,140,3.46,141,1.981,142,1.765,143,1.981,144,1.867,145,3.446,146,3.446,147,3.446,148,3.446,149,3.446,150,3.446,151,3.446,152,3.446,153,2.981,154,2.981,155,2.981,156,3.446]],["tags/3",[]],["title/5",[0,0.18,3,0.407,4,0.736,96,1.532,157,2.033]],["content/5",[0,0.357,3,0.44,4,0.796,9,2.102,19,1.258,25,1.549,27,1.942,28,2.061,31,1.504,32,1.742,33,1.577,34,1.156,35,1.504,36,1.314,39,1.373,40,1.577,41,1.837,42,1.063,47,2.783,48,2.197,88,2.355,94,2.197,95,1.577,96,2.315,105,2.752,153,3.102,154,3.102,155,3.102,157,3.54,158,2.355,159,3.071,160,2.061,161,2.545,162,2.355,163,2.545,164,0.552,165,2.197,166,2.545,167,1.742,168,2.355,169,3.586,170,3.586,171,3.586,172,3.586,173,2.783,174,1.504,175,3.586,176,3.586,177,3.586]],["tags/5",[]],["title/6",[0,0.258,75,1.532,76,1.329,77,1.532]],["content/6",[0,0.355,1,1.939,2,2.688,3,0.662,4,1.453,5,2.833,6,3.098,7,2.045,8,2.445,9,2.263,10,3.098,11,3.098,12,3.83,13,2.161,14,2.621,15,1.286,16,3.098,17,2.621,18,2.162,19,1.4,20,3.098,21,4.188,22,3.098,23,3.098,24,2.833,25,1.233,26,1.089,27,2.162,28,2.294,29,3.098,30,0.416,75,1.843,76,1.599,77,1.843,78,2.621,79,2.833,80,3.098]],["tags/6",[]],["title/7",[0,0.241,1,1.47,2,1.331,3,0.371,4,0.672]],["content/7",[0,0.355,1,1.939,2,2.688,3,0.662,4,1.453,5,2.833,6,3.098,7,2.045,8,2.445,9,2.263,10,3.098,11,3.098,12,3.83,13,2.161,14,2.621,15,1.286,16,3.098,17,2.621,18,2.162,19,1.4,20,3.098,21,4.188,22,3.098,23,3.098,24,2.833,25,1.233,26,1.089,27,2.162,28,2.294,29,3.098,30,0.416,75,1.843,76,1.599,77,1.843,78,2.621,79,2.833,80,3.098]],["tags/7",[]],["title/8",[0,0.258,3,0.407,4,0.736,133,1.392]],["content/8",[0,0.347,3,0.703,4,1.272,9,2.178,13,1.187,18,1.606,19,1.04,26,1.565,27,1.606,30,0.309,88,1.947,90,1.989,93,1.947,94,1.816,95,1.565,96,1.369,103,3.181,104,2.678,105,2.688,106,2.104,107,2.104,108,2.08,109,1.518,110,2.104,111,2.398,112,2.104,113,1.099,114,2.104,115,2.104,116,1.606,117,2.104,118,0.916,119,1.947,120,1.518,121,1.704,122,2.104,123,2.104,133,1.243,134,1.135,135,0.531,136,1.816,137,1.816,138,1.606,139,0.809,140,2.104,141,1.704,142,1.518,143,1.704,144,1.606,157,2.678,158,1.947,159,1.816,160,1.704,161,2.104,162,1.947,163,2.104,164,0.482,165,1.816,166,2.104,167,1.44,168,1.947]],["tags/8",[]],["title/9",[0,0.241,26,0.826,103,1.854,104,1.854,105,1.331]],["content/9",[0,0.347,3,0.703,4,1.272,9,2.178,13,1.187,18,1.606,19,1.04,26,1.565,27,1.606,30,0.309,88,1.947,90,1.989,93,1.947,94,1.816,95,1.565,96,1.369,103,3.181,104,2.678,105,2.688,106,2.104,107,2.104,108,2.08,109,1.518,110,2.104,111,2.398,112,2.104,113,1.099,114,2.104,115,2.104,116,1.606,117,2.104,118,0.916,119,1.947,120,1.518,121,1.704,122,2.104,123,2.104,133,1.243,134,1.135,135,0.531,136,1.816,137,1.816,138,1.606,139,0.809,140,2.104,141,1.704,142,1.518,143,1.704,144,1.606,157,2.678,158,1.947,159,1.816,160,1.704,161,2.104,162,1.947,163,2.104,164,0.482,165,1.816,166,2.104,167,1.44,168,1.947]],["tags/9",[]],["title/10",[0,0.241,3,0.371,4,0.672,96,1.398,157,1.854]],["content/10",[0,0.347,3,0.703,4,1.272,9,2.178,13,1.187,18,1.606,19,1.04,26,1.565,27,1.606,30,0.309,88,1.947,90,1.989,93,1.947,94,1.816,95,1.565,96,1.369,103,3.181,104,2.678,105,2.688,106,2.104,107,2.104,108,2.08,109,1.518,110,2.104,111,2.398,112,2.104,113,1.099,114,2.104,115,2.104,116,1.606,117,2.104,118,0.916,119,1.947,120,1.518,121,1.704,122,2.104,123,2.104,133,1.243,134,1.135,135,0.531,136,1.816,137,1.816,138,1.606,139,0.809,140,2.104,141,1.704,142,1.518,143,1.704,144,1.606,157,2.678,158,1.947,159,1.816,160,1.704,161,2.104,162,1.947,163,2.104,164,0.482,165,1.816,166,2.104,167,1.44,168,1.947]],["tags/10",[]],["title/11",[0,0.258,178,1.7,179,2.355,180,2.033]],["content/11",[0,0.386,25,1.39,31,1.887,33,1.979,34,1.882,35,1.887,36,1.649,37,1.131,39,2.484,56,2.186,81,1.468,164,0.496,178,3.323,179,3.194,180,2.756,181,2.186,182,3.194,183,3.493,184,3.194,185,3.493,186,2.756,187,3.194,188,3.493,189,3.836]],["tags/11",[]],["title/12",[0,0.277,178,1.881,189,2.412]],["content/12",[0,0.386,25,1.39,31,1.887,33,1.979,34,1.882,35,1.887,36,1.649,37,1.131,39,2.484,56,2.186,81,1.468,164,0.496,178,3.323,179,3.194,180,2.756,181,2.186,182,3.194,183,3.493,184,3.194,185,3.493,186,2.756,187,3.194,188,3.493,189,3.836]],["tags/12",[]],["title/25",[0,0.277,135,0.658,190,1.406]],["content/25",[0,0.36,7,2.108,37,1.034,56,1.999,81,1.034,89,2.521,108,2.206,121,2.365,135,1.113,141,2.365,142,2.108,143,2.365,144,2.229,164,0.607,190,2.109,191,3.194,192,3.617,193,2.521,194,2.921,195,2.921,196,2.921,197,2.921,198,1.576,199,3.194,200,3.194,201,3.194,202,3.194,203,3.803,204,3.803,205,2.921,206,2.703,207,2.921,208,2.703]],["tags/25",[]],["title/26",[0,0.258,135,0.595,203,2.033,204,2.033]],["content/26",[0,0.36,7,2.108,37,1.034,56,1.999,81,1.034,89,2.521,108,2.206,121,2.365,135,1.113,141,2.365,142,2.108,143,2.365,144,2.229,164,0.607,190,2.109,191,3.194,192,3.617,193,2.521,194,2.921,195,2.921,196,2.921,197,2.921,198,1.576,199,3.194,200,3.194,201,3.194,202,3.194,203,3.803,204,3.803,205,2.921,206,2.703,207,2.921,208,2.703]],["tags/26",[]],["title/13",[0,0.277,135,0.658,190,1.406]],["content/13",[0,0.389,2,1.853,3,0.517,4,0.935,15,1.358,30,0.583,81,1.406,116,2.282,135,1.003,139,1.527,164,0.464,190,2.142,209,2.581,210,1.946,211,2.581,212,2.767,213,2.581,214,2.158,215,1.767,216,3.625,217,2.158,218,1.544,219,2.581,220,2.866,221,3.427,222,1.416,223,0.789,224,2.581]],["tags/13",[]],["title/14",[0,0.258,214,1.7,215,1.392,216,1.797]],["content/14",[0,0.389,2,1.853,3,0.517,4,0.935,15,1.358,30,0.583,81,1.406,116,2.282,135,1.003,139,1.527,164,0.464,190,2.142,209,2.581,210,1.946,211,2.581,212,2.767,213,2.581,214,2.158,215,1.767,216,3.625,217,2.158,218,1.544,219,2.581,220,2.866,221,3.427,222,1.416,223,0.789,224,2.581]],["tags/14",[]],["title/15",[0,0.277,220,1.881,221,2.249]],["content/15",[0,0.389,2,1.853,3,0.517,4,0.935,15,1.358,30,0.583,81,1.406,116,2.282,135,1.003,139,1.527,164,0.464,190,2.142,209,2.581,210,1.946,211,2.581,212,2.767,213,2.581,214,2.158,215,1.767,216,3.625,217,2.158,218,1.544,219,2.581,220,2.866,221,3.427,222,1.416,223,0.789,224,2.581]],["tags/15",[]],["title/16",[0,0.258,30,0.346,225,1.392,226,0.834]],["content/16",[0,0.385,26,0.947,30,0.677,34,1.118,84,1.994,85,2.261,90,1.328,113,1.231,120,1.777,134,1.328,135,0.622,139,0.947,164,0.54,217,1.777,222,1.166,223,1.063,225,2.38,226,1.856,227,2.278,228,2.1,229,1.994,230,1.271,231,2.125,232,2.125,233,1.994,234,2.054,235,2.652,236,1.777,237,2.278,238,2.125,239,2.125,240,2.278,241,1.994]],["tags/16",[]],["title/17",[0,0.241,85,1.398,135,0.542,226,0.761,228,0.897]],["content/17",[0,0.385,26,0.947,30,0.677,34,1.118,84,1.994,85,2.261,90,1.328,113,1.231,120,1.777,134,1.328,135,0.622,139,0.947,164,0.54,217,1.777,222,1.166,223,1.063,225,2.38,226,1.856,227,2.278,228,2.1,229,1.994,230,1.271,231,2.125,232,2.125,233,1.994,234,2.054,235,2.652,236,1.777,237,2.278,238,2.125,239,2.125,240,2.278,241,1.994]],["tags/17",[]],["title/18",[0,0.258,225,1.392,226,0.834,230,1.216]],["content/18",[0,0.385,26,0.947,30,0.677,34,1.118,84,1.994,85,2.261,90,1.328,113,1.231,120,1.777,134,1.328,135,0.622,139,0.947,164,0.54,217,1.777,222,1.166,223,1.063,225,2.38,226,1.856,227,2.278,228,2.1,229,1.994,230,1.271,231,2.125,232,2.125,233,1.994,234,2.054,235,2.652,236,1.777,237,2.278,238,2.125,239,2.125,240,2.278,241,1.994]],["tags/18",[]],["title/19",[0,0.226,226,0.699,228,0.825,233,1.599,234,1.167,235,1.507]],["content/19",[0,0.385,26,0.947,30,0.677,34,1.118,84,1.994,85,2.261,90,1.328,113,1.231,120,1.777,134,1.328,135,0.622,139,0.947,164,0.54,217,1.777,222,1.166,223,1.063,225,2.38,226,1.856,227,2.278,228,2.1,229,1.994,230,1.271,231,2.125,232,2.125,233,1.994,234,2.054,235,2.652,236,1.777,237,2.278,238,2.125,239,2.125,240,2.278,241,1.994]],["tags/19",[]],["title/20",[0,0.258,75,1.532,76,1.329,77,1.532]],["content/20",[0,0.392,3,0.576,4,1.043,15,1.515,30,0.69,37,0.823,75,1.513,76,1.312,77,1.513,81,0.823,95,1.283,113,0.823,118,1.857,133,1.374,134,1.254,164,0.361,174,2.306,181,1.591,198,1.8,218,1.722,222,1.848,223,1.125,226,0.823,228,1.63,230,1.2,242,2.539,243,1.678,244,1.883,245,2.007,246,2.007,247,2.408,248,1.774,249,1.774,250,1.374,251,1.513,252,1.883,253,1.883,254,2.702,255,2.547,256,2.007,257,1.883,258,1.883]],["tags/20",[]],["title/21",[0,0.277,242,1.696,243,1.881]],["content/21",[0,0.392,3,0.576,4,1.043,15,1.515,30,0.69,37,0.823,75,1.513,76,1.312,77,1.513,81,0.823,95,1.283,113,0.823,118,1.857,133,1.374,134,1.254,164,0.361,174,2.306,181,1.591,198,1.8,218,1.722,222,1.848,223,1.125,226,0.823,228,1.63,230,1.2,242,2.539,243,1.678,244,1.883,245,2.007,246,2.007,247,2.408,248,1.774,249,1.774,250,1.374,251,1.513,252,1.883,253,1.883,254,2.702,255,2.547,256,2.007,257,1.883,258,1.883]],["tags/21",[]],["title/22",[0,0.258,174,1.392,198,1.271,223,0.621]],["content/22",[0,0.392,3,0.576,4,1.043,15,1.515,30,0.69,37,0.823,75,1.513,76,1.312,77,1.513,81,0.823,95,1.283,113,0.823,118,1.857,133,1.374,134,1.254,164,0.361,174,2.306,181,1.591,198,1.8,218,1.722,222,1.848,223,1.125,226,0.823,228,1.63,230,1.2,242,2.539,243,1.678,244,1.883,245,2.007,246,2.007,247,2.408,248,1.774,249,1.774,250,1.374,251,1.513,252,1.883,253,1.883,254,2.702,255,2.547,256,2.007,257,1.883,258,1.883]],["tags/22",[]],["title/23",[0,0.277,95,1.002,118,1.135]],["content/23",[0,0.392,3,0.576,4,1.043,15,1.515,30,0.69,37,0.823,75,1.513,76,1.312,77,1.513,81,0.823,95,1.283,113,0.823,118,1.857,133,1.374,134,1.254,164,0.361,174,2.306,181,1.591,198,1.8,218,1.722,222,1.848,223,1.125,226,0.823,228,1.63,230,1.2,242,2.539,243,1.678,244,1.883,245,2.007,246,2.007,247,2.408,248,1.774,249,1.774,250,1.374,251,1.513,252,1.883,253,1.883,254,2.702,255,2.547,256,2.007,257,1.883,258,1.883]],["tags/23",[]],["title/24",[0,0.258,30,0.346,222,1.115,223,0.621]],["content/24",[0,0.392,3,0.576,4,1.043,15,1.515,30,0.69,37,0.823,75,1.513,76,1.312,77,1.513,81,0.823,95,1.283,113,0.823,118,1.857,133,1.374,134,1.254,164,0.361,174,2.306,181,1.591,198,1.8,218,1.722,222,1.848,223,1.125,226,0.823,228,1.63,230,1.2,242,2.539,243,1.678,244,1.883,245,2.007,246,2.007,247,2.408,248,1.774,249,1.774,250,1.374,251,1.513,252,1.883,253,1.883,254,2.702,255,2.547,256,2.007,257,1.883,258,1.883]],["tags/24",[]],["title/31",[0,0.299,3,0.504]],["content/31",[0,0.379,3,0.855,13,2.107,26,1.637,42,1.14,95,1.637,96,2.43,99,2.356,105,1.691,108,1.541,109,1.97,111,1.776,138,2.083,164,0.424,210,1.776,223,0.72,234,1.613,236,1.97,250,1.613,251,1.776,259,2.73,260,3.455,261,2.73,262,2.73,263,2.73,264,2.211,265,2.73,266,2.211,267,2.526,268,2.73,269,2.526,270,2.73,271,2.73,272,3.024,273,3.024,274,2.526]],["tags/31",[]],["title/32",[0,0.277,3,0.45,164,0.405]],["content/32",[0,0.379,3,0.855,13,2.107,26,1.637,42,1.14,95,1.637,96,2.43,99,2.356,105,1.691,108,1.541,109,1.97,111,1.776,138,2.083,164,0.424,210,1.776,223,0.72,234,1.613,236,1.97,250,1.613,251,1.776,259,2.73,260,3.455,261,2.73,262,2.73,263,2.73,264,2.211,265,2.73,266,2.211,267,2.526,268,2.73,269,2.526,270,2.73,271,2.73,272,3.024,273,3.024,274,2.526]],["tags/32",[]],["title/33",[0,0.258,3,0.407,272,1.907,273,1.907]],["content/33",[0,0.379,3,0.855,13,2.107,26,1.637,42,1.14,95,1.637,96,2.43,99,2.356,105,1.691,108,1.541,109,1.97,111,1.776,138,2.083,164,0.424,210,1.776,223,0.72,234,1.613,236,1.97,250,1.613,251,1.776,259,2.73,260,3.455,261,2.73,262,2.73,263,2.73,264,2.211,265,2.73,266,2.211,267,2.526,268,2.73,269,2.526,270,2.73,271,2.73,272,3.024,273,3.024,274,2.526]],["tags/33",[]],["title/27",[0,0.199,178,1.881,179,2.606,180,2.249]],["content/27",[34,1.23,39,2.664,40,1.679,81,1.502,162,2.508,164,0.421,181,1.855,182,2.71,183,2.964,184,2.71,185,2.964,186,2.339,187,4.24,188,4.989,208,3.438,241,2.195,275,2.71,276,3.303,277,1.679,278,4.24,279,3.819,280,3.819,281,2.71,282,3.819,283,3.819,284,3.819,285,4.529,286,3.303,287,2.964,288,3.303,289,3.819,290,3.303,291,3.303,292,2.71,293,3.819,294,3.819,295,3.819,296,2.964,297,2.964,298,3.303]],["tags/27",[]],["title/28",[178,2.391,299,4.038]],["content/28",[3,0.77,7,1.85,30,0.525,34,1.163,37,0.907,39,2.618,42,1.493,81,1.577,135,0.647,180,2.212,182,3.575,193,3.553,198,1.382,250,1.514,276,3.123,278,2.563,299,3.123,300,2.802,301,5.801,302,3.611,303,3.611,304,3.611,305,3.611,306,3.611,307,3.611,308,3.611,309,3.611,310,5.037,311,3.611,312,3.611,313,3.575,314,3.123,315,3.611,316,3.611,317,3.611,318,3.909,319,3.611,320,3.611,321,3.611,322,2.563,323,3.611,324,2.563,325,3.611]],["tags/28",[]],["title/29",[0,0.223,178,2.106,189,2.699]],["content/29",[25,1.658,31,2.25,32,2.607,33,2.36,34,1.729,35,2.25,36,1.966,37,1.64,39,2.055,56,2.607,76,2.149,178,2.749,189,3.524,318,4.165,326,4.642]],["tags/29",[]],["title/30",[0,0.223,135,0.737,190,1.574]],["content/30",[15,1.14,25,1.093,37,0.889,42,1.049,56,1.719,81,0.889,89,2.167,108,2.298,121,2.034,135,0.89,141,2.034,142,1.812,143,2.034,144,1.916,164,0.547,184,2.511,186,2.167,187,3.524,190,2.509,191,2.746,192,4.461,193,3.042,194,2.511,195,2.511,196,2.511,197,2.511,198,1.355,199,2.746,200,2.746,201,2.746,202,2.746,203,3.042,204,2.167,206,2.324,218,1.296,219,2.167,275,2.511,277,2.184,327,3.538,328,2.511,329,2.746,330,2.034,331,3.854,332,3.538,333,3.061,334,2.034,335,3.538,336,3.538,337,3.061]],["tags/30",[]],["title/34",[0,0.199,135,0.658,203,2.249,204,2.249]],["content/34",[7,2.63,17,2.437,37,1.29,42,1.1,89,3.145,135,1.195,164,0.409,190,1.966,192,2.437,196,2.634,203,4.414,204,4.481,205,2.634,206,2.437,207,2.634,208,3.865,277,2.793,300,2.881,322,2.634,324,2.634,328,2.634,330,2.133,333,3.211,334,2.951,338,3.211,339,3.211,340,3.712,341,3.712,342,3.211,343,3.211,344,3.211]],["tags/34",[]],["title/35",[345,5.4]],["content/35",[0,0.318,1,1.507,2,1.365,3,0.764,4,1.003,14,2.969,30,0.323,37,0.78,42,1.34,48,3.267,81,1.34,86,2.684,90,1.188,113,1.136,119,2.038,133,1.896,139,1.234,160,1.783,164,0.498,181,1.507,192,2.038,193,1.901,209,3.267,225,1.301,226,1.136,228,0.92,230,1.137,241,1.783,266,1.783,272,1.783,273,2.598,275,2.202,290,2.684,297,2.408,298,2.684,328,2.202,346,3.103,347,3.103,348,2.684,349,3.103,350,3.103,351,3.103,352,2.684,353,3.103,354,2.202,355,3.103,356,4.521,357,2.408,358,3.103,359,3.103,360,3.103,361,3.103,362,3.103,363,3.103,364,3.103,365,4.521,366,5.334,367,3.103,368,3.103,369,3.103,370,2.684,371,3.103]],["tags/35",[]],["title/36",[0,0.223,135,0.737,190,1.574]],["content/36",[2,2.123,3,0.592,4,1.071,15,1.556,25,1.492,30,0.637,37,1.213,42,1.431,81,1.213,135,0.865,139,1.668,164,0.673,190,2.34,206,3.171,209,2.957,210,2.229,211,2.957,212,3.171,213,2.957,328,3.427,329,3.747,330,2.775,331,3.747]],["tags/36",[]],["title/37",[30,0.383,139,1.002,197,2.606,198,1.406]],["content/37",[30,0.599,81,1.103,102,3.796,135,1.148,139,1.568,160,2.522,164,0.633,190,2.454,195,3.114,219,2.688,277,1.93,281,3.114,292,3.114,300,3.406,331,3.406,334,2.522,372,3.796,373,4.388,374,3.406,375,4.388,376,4.388,377,4.46,378,2.882,379,3.796,380,4.388,381,5.747,382,3.406,383,2.882,384,4.388]],["tags/37",[]],["title/38",[382,3.19,383,2.699,385,3.556]],["content/38",[30,0.522,99,3.069,277,2.203,370,4.335,382,5.706,383,4.108,385,5.412,386,6.256,387,5.011,388,5.011,389,3.556,390,5.011,391,5.011,392,5.011,393,5.011,394,5.011]],["tags/38",[]],["title/39",[395,4.038,396,4.038]],["content/39",[30,0.595,31,2.396,139,1.559,277,2.512,377,4.434,395,4.942,396,4.942,397,4.942,398,5.713,399,5.713]],["tags/39",[]],["title/41",[0,0.199,214,1.881,215,1.54,216,1.989]],["content/41",[0,0.165,7,1.553,30,0.316,37,0.762,78,1.991,81,1.117,94,2.723,135,1.039,139,0.827,164,0.334,178,1.553,190,1.161,198,1.161,213,2.723,214,1.553,216,3.342,217,1.553,218,1.111,219,3.224,223,0.568,224,1.857,242,2.053,255,1.642,258,1.743,277,1.955,291,3.845,292,2.152,297,2.353,324,3.155,330,1.743,334,2.555,338,2.623,354,3.155,397,2.623,400,2.623,401,4.445,402,3.032,403,4.445,404,4.445,405,2.152,406,5.263,407,2.623,408,3.032,409,3.032,410,5.263,411,3.032,412,3.032,413,3.032,414,4.445,415,3.032,416,3.456,417,2.353,418,2.623,419,3.032,420,3.032,421,2.353,422,3.032,423,3.032,424,3.032,425,3.032,426,3.032,427,2.353,428,3.032,429,2.353]],["tags/41",[]],["title/42",[416,3.065,429,3.623]],["content/42",[9,2.121,15,1.63,30,0.527,135,0.907,139,1.38,158,3.322,160,2.907,167,2.457,214,3.224,215,2.121,229,2.907,337,4.376,416,3.322,417,3.926,429,3.926,430,5.059,431,4.376,432,3.322,433,3.099,434,5.059,435,4.376]],["tags/42",[]],["title/43",[432,3.065,433,2.859]],["content/43",[1,2.762,8,2.644,14,2.835,81,1.085,164,0.476,167,2.097,180,3.482,215,2.384,218,1.581,220,2.211,234,1.81,269,2.835,277,1.898,314,3.734,383,4.437,389,3.064,432,2.835,433,2.644,436,3.734,437,3.064,438,4.317,439,5.845,440,3.734,441,3.734,442,4.317,443,4.317,444,4.317,445,4.317,446,4.317,447,4.317,448,4.317]],["tags/43",[]],["title/44",[9,1.958,215,1.958]],["content/44",[7,2.736,9,2.729,15,1.721,135,1.219,136,2.409,139,1.458,164,0.588,165,2.409,190,2.045,215,2.544,220,2.014,224,2.409,238,2.409,266,2.26,277,1.729,281,2.791,285,3.402,288,3.402,292,2.791,330,2.26,348,3.402,407,3.402,416,2.582,449,6.066,450,5.629,451,3.932,452,3.932,453,3.932,454,5.342,455,3.932,456,3.932,457,3.402]],["tags/44",[]],["title/45",[229,2.111,418,3.177,432,2.412,433,2.249]],["content/45",[1,2.952,8,2.931,25,1.478,36,1.753,167,2.324,277,2.672,322,3.396,334,3.492,372,4.139,383,3.99,416,3.142,432,3.142,433,3.722,435,4.139,436,4.139,439,5.257,440,4.139,458,4.139,459,4.785,460,4.785,461,4.785,462,4.785]],["tags/45",[]],["title/46",[296,4.191]],["content/46",[25,1.658,36,1.966,89,3.287,135,0.962,167,2.607,212,3.524,214,2.749,215,2.737,216,3.535,296,4.165,322,3.808,463,5.366,464,5.366,465,5.366]],["tags/46",[]],["title/40",[0,0.223,220,2.106,221,2.518]],["content/40",[15,1.118,17,2.278,25,1.072,78,2.278,81,0.872,116,1.879,135,0.878,139,0.947,164,0.382,167,1.685,186,3,208,3.216,215,1.455,216,3.523,220,3.554,221,3.984,222,1.166,223,0.917,224,2.125,275,2.462,277,2.153,281,2.462,330,1.994,334,1.994,339,3.001,342,3.001,343,3.001,344,3.001,354,2.462,400,3.001,417,2.692,421,3.801,450,4.236,458,3.001,466,2.692,467,3.469,468,3.469,469,4.897,470,3.469,471,3.469,472,3.469,473,4.236,474,3.469,475,3.469,476,3.469,477,3.469,478,3.469]],["tags/40",[]],["title/47",[0,0.199,30,0.383,225,1.54,226,0.923]],["content/47",[0,0.394,5,1.488,8,1.284,15,1.079,30,0.498,38,1.627,42,1.416,48,2.052,56,1.018,85,2.411,90,1.282,105,0.922,113,0.842,118,1.476,124,4.517,135,0.376,137,1.284,139,0.572,159,2.052,164,0.231,167,1.018,218,0.768,223,0.627,225,1.405,226,1.647,227,1.377,228,1.943,230,0.768,234,1.405,235,2.828,239,1.284,377,1.627,378,3.137,405,2.377,427,1.627,437,3.706,441,1.813,473,1.813,479,3.246,480,3.246,481,3.706,482,2.599,483,2.096,484,2.096,485,1.627,486,2.096,487,3.349,488,3.618,489,1.627,490,1.813,491,2.096,492,2.096,493,2.096,494,2.096,495,1.813,496,2.096,497,2.096,498,1.813,499,3.618,500,2.096,501,2.096,502,2.599,503,1.813,504,2.096,505,1.627,506,2.096,507,2.096,508,1.627,509,1.627,510,2.599,511,2.599,512,1.627,513,1.627,514,2.599,515,1.627,516,1.627]],["tags/47",[]],["title/48",[0,0.18,85,1.532,135,0.595,226,0.834,228,0.984]],["content/48",[0,0.355,1,1.534,26,0.862,30,0.329,36,1.678,42,0.936,81,0.794,84,2.632,85,3.116,95,0.862,108,1.265,113,0.794,118,1.415,135,0.965,139,1.47,164,0.505,210,1.459,214,1.618,215,1.921,222,1.062,223,0.591,226,1.576,228,1.751,229,1.815,277,2.014,278,2.242,287,2.451,324,2.242,334,1.815,354,2.242,378,2.074,379,2.732,405,2.242,421,3.554,437,2.242,466,2.451,480,3.554,481,2.242,482,2.451,485,2.451,489,2.451,490,2.732,503,2.732,517,3.159,518,3.159,519,3.159,520,4.58,521,4.58,522,3.159,523,4.58,524,2.732,525,2.732]],["tags/48",[]],["title/49",[0,0.164,226,0.761,228,0.897,233,1.74,234,1.269,235,1.639]],["content/49",[0,0.419,19,1.8,25,1.006,30,0.211,31,0.849,32,0.983,33,0.89,34,0.652,35,0.849,36,0.742,39,0.775,40,1.432,41,1.037,42,0.6,56,1.582,85,1.887,113,0.509,118,1.447,120,1.037,139,0.889,205,2.311,226,1.177,228,1.708,233,1.872,234,1.713,235,3.246,236,1.037,237,1.329,238,1.24,239,1.24,240,1.329,241,1.163,378,2.139,389,1.437,405,3.641,437,2.311,466,1.571,480,2.528,481,4.09,482,2.528,485,2.528,499,1.751,502,2.528,505,2.528,508,2.528,509,2.528,510,2.528,511,2.528,512,2.528,513,2.528,514,2.528,515,2.528,516,2.528,524,1.751,526,2.024,527,2.024,528,2.024,529,2.024,530,3.257,531,4.682,532,2.024,533,2.817,534,2.817,535,2.528,536,2.817,537,2.528,538,2.024,539,3.257,540,2.024,541,2.024,542,2.024,543,2.024]],["tags/49",[]],["title/50",[0,0.199,225,1.54,226,0.923,230,1.345]],["content/50",[0,0.392,19,1.726,25,1.52,30,0.364,31,1.464,32,1.696,33,1.535,34,1.835,35,1.464,36,1.279,37,0.878,39,1.337,40,1.535,41,1.789,42,1.035,56,1.696,85,1.612,90,1.884,118,1.079,134,1.337,217,1.789,223,1.066,225,1.464,226,1.432,228,1.458,230,1.279,231,3.014,232,2.139,481,2.478,502,2.71,505,2.71,508,2.71,509,2.71,510,2.71,511,2.71,512,2.71,513,2.71,514,2.71,515,2.71,516,2.71,533,3.02,534,3.02,535,2.71,537,2.71,544,3.492,545,3.492,546,3.492,547,3.492,548,3.492,549,3.492]],["tags/50",[]],["title/51",[0,0.199,174,1.54,198,1.406,223,0.687]],["content/51",[0,0.339,15,1.148,19,1.25,25,1.542,30,0.371,31,1.494,32,1.73,33,1.566,34,1.148,35,1.494,36,1.305,37,0.895,39,1.364,40,1.566,41,1.825,42,1.056,113,0.895,118,1.101,173,3.872,174,2.931,181,1.73,198,2.205,218,1.305,223,0.667,243,1.825,247,1.825,251,1.645,252,2.047,253,2.047,254,2.047,255,1.929,537,2.765,550,3.562,551,3.562,552,3.562,553,3.562,554,3.562,555,3.562,556,3.562,557,3.562,558,3.562,559,3.562,560,3.562,561,3.562,562,3.562,563,3.562,564,3.562,565,3.562,566,3.562,567,4.316,568,3.562,569,3.562]],["tags/51",[]],["title/52",[0,0.199,75,1.696,76,1.471,77,1.696]],["content/52",[]],["tags/52",[]],["title/53",[242,2.493]],["content/53",[30,0.595,76,2.288,164,0.629,242,2.638,244,3.283,248,3.095,249,3.095,570,5.713,571,5.713,572,5.713]],["tags/53",[]],["title/54",[573,5.4]],["content/54",[113,1.335,168,3.488,174,2.228,218,1.946,488,4.595,574,5.312,575,4.595,576,5.312,577,5.312,578,4.595,579,6.486,580,5.312,581,5.312,582,4.595,583,5.312,584,5.312]],["tags/54",[]],["title/55",[585,4.668,586,4.668]],["content/55",[76,2.313,108,2.313,109,2.958,118,1.785,164,0.636,250,2.422,278,4.099,313,4.099,433,3.538]],["tags/55",[]],["title/56",[587,5.4]],["content/56",[30,0.746,84,3.214,113,1.405,164,0.616,215,2.345,220,2.865,313,3.969,588,5.593,589,5.593,590,5.593]],["tags/56",[]],["title/65",[0,0.223,95,1.122,118,1.27]],["content/65",[0,0.309,15,1.125,19,1.225,25,1.52,30,0.364,31,1.464,32,1.696,33,1.535,34,1.125,35,2.063,36,1.279,37,1.236,39,1.337,40,1.535,41,1.789,42,1.035,95,1.555,113,0.878,118,1.911,137,2.139,142,1.789,159,2.139,173,2.71,174,1.464,198,1.337,222,1.174,223,0.654,226,0.878,228,1.458,230,1.279,247,1.789,254,2.007,256,3.014,257,2.007,326,3.02,329,2.71,330,2.007,352,3.02,389,2.478,525,3.02,535,2.71,567,3.02,582,3.02,591,3.492,592,3.492,593,3.492,594,3.492,595,3.492,596,3.492,597,3.492,598,3.492,599,3.492,600,3.492,601,3.492,602,3.02,603,3.492,604,3.492]],["tags/65",[]],["title/57",[0,0.199,30,0.383,222,1.234,223,0.687]],["content/57",[3,0.525,4,0.95,19,1.502,25,1.747,30,0.702,31,1.796,32,2.08,33,1.883,34,1.38,35,1.796,36,1.569,37,1.421,39,1.639,40,1.883,41,2.193,42,1.269,113,1.076,118,1.747,133,1.796,174,1.796,222,2.128,223,0.802,228,1.269,247,2.193,255,2.319,258,2.461,605,4.282,606,4.282,607,4.282,608,4.282,609,4.282,610,4.282,611,4.282]],["tags/57",[]],["title/58",[0,0.223,242,1.898,243,2.106]],["content/58",[3,0.556,4,1.007,25,1.402,30,0.473,34,1.462,35,1.903,36,1.663,37,1.141,39,1.738,48,2.78,81,1.141,111,2.096,134,1.738,142,2.325,164,0.5,218,1.663,223,0.85,242,2.713,243,3.009,244,2.608,245,2.78,246,2.78,247,3.009,248,2.458,249,2.458,250,1.903,313,3.221,495,3.926,578,3.926,612,4.539,613,3.926]],["tags/58",[]],["title/59",[0,0.199,3,0.45,272,2.111,273,2.111]],["content/59",[3,0.724,26,1.611,95,1.611,99,3.617,272,3.393,273,3.393,274,3.877]],["tags/59",[]],["title/60",[26,1.474]],["content/60",[26,1.649,37,0.981,90,1.494,111,2.454,113,0.981,118,1.642,174,2.229,186,2.391,210,2.454,211,3.702,223,0.731,225,1.637,226,0.981,228,1.575,251,1.802,252,2.243,253,2.243,264,3.473,274,2.563,378,2.563,427,3.029,431,3.377,489,3.029,536,3.377,575,3.377,614,3.903,615,4.125,616,3.903,617,3.903,618,3.903,619,3.903,620,4.597,621,3.903,622,3.903,623,3.377,624,3.903,625,3.903,626,3.903,627,3.903,628,3.377]],["tags/60",[]],["title/61",[95,1.474]],["content/61",[9,2.297,13,2.194,19,1.921,90,2.097,95,1.803,144,2.967,264,3.148,267,3.597,374,4.251,615,4.251,629,5.477,630,4.738,631,5.477]],["tags/61",[]],["title/62",[0,0.223,3,0.504,164,0.453]],["content/62",[3,0.671,13,1.871,18,3.116,19,1.796,24,1.431,28,1.159,37,0.507,38,1.565,40,0.887,42,0.598,79,1.431,101,1.744,113,0.507,136,1.235,164,0.564,165,1.989,193,1.235,194,1.431,207,1.431,210,2.157,211,1.235,213,1.235,218,0.739,223,0.763,232,2.496,250,0.846,257,1.159,264,3.307,266,1.159,270,1.431,271,2.304,286,1.744,287,1.565,318,2.52,357,2.52,374,4.247,457,2.808,479,1.565,498,1.744,602,1.744,613,1.744,615,3.163,620,1.744,623,1.744,630,1.744,632,5.121,633,3.247,634,3.247,635,2.017,636,4.075,637,3.247,638,4.075,639,2.017,640,3.247,641,2.017,642,2.017,643,2.017,644,2.017,645,2.017,646,2.017,647,2.017,648,3.247,649,2.017,650,2.017,651,3.247,652,2.017,653,2.017,654,2.017,655,2.017,656,3.247,657,3.247,658,3.247,659,3.247,660,2.017,661,2.017,662,2.017,663,2.017,664,2.017,665,2.017,666,2.017,667,3.247,668,3.247,669,2.017,670,2.017,671,2.017,672,2.017,673,2.017,674,2.017,675,2.017,676,2.017,677,2.017,678,2.017,679,2.017,680,2.017,681,2.017,682,2.017,683,2.017,684,2.017,685,2.017,686,3.247,687,2.017,688,2.017,689,3.247,690,2.017,691,2.017,692,2.017,693,2.017,694,2.017,695,2.017,696,2.017,697,2.017]],["tags/62",[]],["title/63",[0,0.253,3,0.572]],["content/63",[3,0.566,13,2.379,26,1.621,95,1.621,96,2.743,105,2.031,108,1.849,109,2.365,111,2.132,138,2.501,210,2.132,223,0.864,234,1.937,236,2.365,250,1.937,251,2.132,259,3.277,260,3.901,261,3.277,262,3.277,263,3.277,264,2.654,265,3.277,266,2.654,267,3.032,268,3.277,269,3.032]],["tags/63",[]],["title/64",[0,0.253,698,4.668]],["content/64",[2,1.883,3,0.826,4,1.255,26,1.168,30,0.589,40,1.883,42,1.269,81,1.076,95,1.168,164,0.472,209,3.879,223,0.802,225,1.796,226,1.076,230,1.569,231,2.623,248,2.319,249,2.319,260,2.812,357,3.323,479,3.323,628,3.704,699,4.282,700,4.282,701,4.282,702,4.282,703,4.282,704,4.282,705,4.282,706,5.655,707,4.282,708,4.282,709,4.282]],["tags/64",[]]],"invertedIndex":[["",{"_index":0,"title":{"1":{},"2":{},"3":{},"4":{},"5":{},"6":{},"7":{},"8":{},"9":{},"10":{},"11":{},"12":{},"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"25":{},"26":{},"27":{},"29":{},"30":{},"31":{},"32":{},"33":{},"34":{},"36":{},"40":{},"41":{},"47":{},"48":{},"49":{},"50":{},"51":{},"52":{},"57":{},"58":{},"59":{},"62":{},"63":{},"64":{},"65":{}},"content":{"1":{},"2":{},"3":{},"5":{},"6":{},"7":{},"8":{},"9":{},"10":{},"11":{},"12":{},"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"25":{},"26":{},"31":{},"32":{},"33":{},"35":{},"41":{},"47":{},"48":{},"49":{},"50":{},"51":{},"65":{}},"tags":{}}],["0",{"_index":513,"title":{},"content":{"47":{},"49":{},"50":{}},"tags":{}}],["0.0.0.0/0",{"_index":440,"title":{},"content":{"43":{},"45":{}},"tags":{}}],["0.022372592",{"_index":507,"title":{},"content":{"47":{}},"tags":{}}],["0.02421053",{"_index":506,"title":{},"content":{"47":{}},"tags":{}}],["05",{"_index":542,"title":{},"content":{"49":{}},"tags":{}}],["1",{"_index":56,"title":{},"content":{"1":{},"11":{},"12":{},"25":{},"26":{},"29":{},"30":{},"47":{},"49":{},"50":{}},"tags":{}}],["10",{"_index":38,"title":{},"content":{"1":{},"47":{},"62":{}},"tags":{}}],["1024",{"_index":530,"title":{},"content":{"49":{}},"tags":{}}],["1234",{"_index":692,"title":{},"content":{"62":{}},"tags":{}}],["150",{"_index":509,"title":{},"content":{"47":{},"49":{},"50":{}},"tags":{}}],["1536",{"_index":483,"title":{},"content":{"47":{}},"tags":{}}],["2",{"_index":326,"title":{},"content":{"29":{},"65":{}},"tags":{}}],["20",{"_index":543,"title":{},"content":{"49":{}},"tags":{}}],["2024",{"_index":541,"title":{},"content":{"49":{}},"tags":{}}],["3",{"_index":142,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{},"58":{},"65":{}},"tags":{}}],["384",{"_index":523,"title":{},"content":{"48":{}},"tags":{}}],["4",{"_index":550,"title":{},"content":{"51":{}},"tags":{}}],["5",{"_index":535,"title":{},"content":{"49":{},"50":{},"65":{}},"tags":{}}],["6",{"_index":605,"title":{},"content":{"57":{}},"tags":{}}],["8",{"_index":544,"title":{},"content":{"50":{}},"tags":{}}],["8b",{"_index":143,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{}},"tags":{}}],["9",{"_index":145,"title":{},"content":{"3":{}},"tags":{}}],["90",{"_index":351,"title":{},"content":{"35":{}},"tags":{}}],["_id",{"_index":512,"title":{},"content":{"47":{},"49":{},"50":{}},"tags":{}}],["a.k.a",{"_index":628,"title":{},"content":{"60":{},"64":{}},"tags":{}}],["abmd",{"_index":504,"title":{},"content":{"47":{}},"tags":{}}],["access",{"_index":433,"title":{"43":{},"45":{}},"content":{"42":{},"43":{},"45":{},"55":{}},"tags":{}}],["account",{"_index":190,"title":{"13":{},"25":{},"30":{},"36":{}},"content":{"13":{},"14":{},"15":{},"25":{},"26":{},"30":{},"34":{},"36":{},"37":{},"41":{},"44":{}},"tags":{}}],["accur",{"_index":267,"title":{},"content":{"31":{},"32":{},"33":{},"61":{},"63":{}},"tags":{}}],["achiev",{"_index":654,"title":{},"content":{"62":{}},"tags":{}}],["activ",{"_index":312,"title":{},"content":{"28":{}},"tags":{}}],["actual",{"_index":527,"title":{},"content":{"49":{}},"tags":{}}],["ad",{"_index":702,"title":{},"content":{"64":{}},"tags":{}}],["add",{"_index":1,"title":{"1":{},"7":{}},"content":{"1":{},"2":{},"6":{},"7":{},"35":{},"43":{},"45":{},"48":{}},"tags":{}}],["addition",{"_index":669,"title":{},"content":{"62":{}},"tags":{}}],["address",{"_index":383,"title":{"38":{}},"content":{"37":{},"38":{},"43":{},"45":{}},"tags":{}}],["adult",{"_index":664,"title":{},"content":{"62":{}},"tags":{}}],["advanc",{"_index":368,"title":{},"content":{"35":{}},"tags":{}}],["again",{"_index":695,"title":{},"content":{"62":{}},"tags":{}}],["against",{"_index":231,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"50":{},"64":{}},"tags":{}}],["agent",{"_index":651,"title":{},"content":{"62":{}},"tags":{}}],["aggreg",{"_index":498,"title":{},"content":{"47":{},"62":{}},"tags":{}}],["ai",{"_index":193,"title":{},"content":{"25":{},"26":{},"28":{},"30":{},"35":{},"62":{}},"tags":{}}],["allow",{"_index":8,"title":{},"content":{"1":{},"6":{},"7":{},"43":{},"45":{},"47":{}},"tags":{}}],["allowlist",{"_index":442,"title":{},"content":{"43":{}},"tags":{}}],["along",{"_index":361,"title":{},"content":{"35":{}},"tags":{}}],["alreadi",{"_index":328,"title":{},"content":{"30":{},"34":{},"35":{},"36":{}},"tags":{}}],["alway",{"_index":500,"title":{},"content":{"47":{}},"tags":{}}],["anoth",{"_index":161,"title":{},"content":{"5":{},"8":{},"9":{},"10":{}},"tags":{}}],["answer",{"_index":19,"title":{},"content":{"1":{},"2":{},"3":{},"4":{},"5":{},"6":{},"7":{},"8":{},"9":{},"10":{},"49":{},"50":{},"51":{},"57":{},"61":{},"62":{},"65":{}},"tags":{}}],["answer\"\\n\\n\".join([d.get(\"bodi",{"_index":149,"title":{},"content":{"3":{}},"tags":{}}],["answer\"\\n\\n\".join([d.get(\"text",{"_index":130,"title":{},"content":{"2":{}},"tags":{}}],["answercollection.aggregate(pipelin",{"_index":549,"title":{},"content":{"50":{}},"tags":{}}],["answercollection.delete_mani",{"_index":609,"title":{},"content":{"57":{}},"tags":{}}],["answercollection.insert_many(embedded_doc",{"_index":611,"title":{},"content":{"57":{}},"tags":{}}],["answerdoc[text_field",{"_index":558,"title":{},"content":{"51":{}},"tags":{}}],["answerembed",{"_index":594,"title":{},"content":{"65":{}},"tags":{}}],["answerfor",{"_index":173,"title":{},"content":{"5":{},"51":{},"65":{}},"tags":{}}],["answerfw_client.chat.completions.cr",{"_index":170,"title":{},"content":{"5":{}},"tags":{}}],["answerget_embedding(user_queri",{"_index":546,"title":{},"content":{"50":{}},"tags":{}}],["answerhistory_collection.create_index(\"session_id",{"_index":44,"title":{},"content":{"1":{}},"tags":{}}],["answerhistory_collection.find({\"session_id",{"_index":54,"title":{},"content":{"1":{}},"tags":{}}],["answerhistory_collection.insert_one(messag",{"_index":52,"title":{},"content":{"1":{}},"tags":{}}],["answermessage_histori",{"_index":64,"title":{},"content":{"1":{}},"tags":{}}],["answermongodb_client[db_name][collection_nam",{"_index":607,"title":{},"content":{"57":{}},"tags":{}}],["answerrecursivecharactertextsplitter.from_tiktoken_encod",{"_index":552,"title":{},"content":{"51":{}},"tags":{}}],["answerrerank_model.rank",{"_index":126,"title":{},"content":{"2":{}},"tags":{}}],["answerrespons",{"_index":151,"title":{},"content":{"3":{}},"tags":{}}],["answersentencetransformer(\"thenlper/gt",{"_index":592,"title":{},"content":{"65":{}},"tags":{}}],["answerstore_chat_message(session_id",{"_index":72,"title":{},"content":{"1":{}},"tags":{}}],["answertext_splitter.split_text(text",{"_index":560,"title":{},"content":{"51":{}},"tags":{}}],["answeruser_messag",{"_index":68,"title":{},"content":{"1":{}},"tags":{}}],["answervector_search(user_queri",{"_index":147,"title":{},"content":{"3":{}},"tags":{}}],["answer{\"rol",{"_index":58,"title":{},"content":{"1":{}},"tags":{}}],["anywher",{"_index":436,"title":{},"content":{"43":{},"45":{}},"tags":{}}],["api",{"_index":203,"title":{"26":{},"34":{}},"content":{"25":{},"26":{},"30":{},"34":{}},"tags":{}}],["appear",{"_index":340,"title":{},"content":{"34":{}},"tags":{}}],["applic",{"_index":4,"title":{"1":{},"3":{},"5":{},"7":{},"8":{},"10":{}},"content":{"1":{},"2":{},"3":{},"5":{},"6":{},"7":{},"8":{},"9":{},"10":{},"13":{},"14":{},"15":{},"20":{},"21":{},"22":{},"23":{},"24":{},"35":{},"36":{},"57":{},"58":{},"64":{}},"tags":{}}],["array",{"_index":627,"title":{},"content":{"60":{}},"tags":{}}],["articl",{"_index":247,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"51":{},"57":{},"58":{},"65":{}},"tags":{}}],["ask",{"_index":387,"title":{},"content":{"38":{}},"tags":{}}],["assign",{"_index":411,"title":{},"content":{"41":{}},"tags":{}}],["assist",{"_index":74,"title":{},"content":{"1":{}},"tags":{}}],["atla",{"_index":139,"title":{"37":{}},"content":{"3":{},"8":{},"9":{},"10":{},"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"35":{},"36":{},"37":{},"39":{},"40":{},"41":{},"42":{},"44":{},"47":{},"48":{},"49":{}},"tags":{}}],["atlas_vector_search_index_nam",{"_index":533,"title":{},"content":{"49":{},"50":{}},"tags":{}}],["audio",{"_index":625,"title":{},"content":{"60":{}},"tags":{}}],["augment",{"_index":260,"title":{},"content":{"31":{},"32":{},"33":{},"63":{},"64":{}},"tags":{}}],["authent",{"_index":336,"title":{},"content":{"30":{}},"tags":{}}],["autom",{"_index":415,"title":{},"content":{"41":{}},"tags":{}}],["automat",{"_index":451,"title":{},"content":{"44":{}},"tags":{}}],["avail",{"_index":638,"title":{},"content":{"62":{}},"tags":{}}],["averag",{"_index":660,"title":{},"content":{"62":{}},"tags":{}}],["back",{"_index":10,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["badg",{"_index":279,"title":{},"content":{"27":{}},"tags":{}}],["bar",{"_index":353,"title":{},"content":{"35":{}},"tags":{}}],["base",{"_index":211,"title":{},"content":{"13":{},"14":{},"15":{},"36":{},"60":{},"62":{}},"tags":{}}],["basic",{"_index":642,"title":{},"content":{"62":{}},"tags":{}}],["be",{"_index":434,"title":{},"content":{"42":{}},"tags":{}}],["befor",{"_index":254,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"51":{},"65":{}},"tags":{}}],["below",{"_index":300,"title":{},"content":{"28":{},"34":{},"37":{}},"tags":{}}],["best",{"_index":270,"title":{},"content":{"31":{},"32":{},"33":{},"62":{}},"tags":{}}],["between",{"_index":112,"title":{},"content":{"2":{},"8":{},"9":{},"10":{}},"tags":{}}],["block",{"_index":41,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"49":{},"50":{},"51":{},"57":{},"65":{}},"tags":{}}],["bodi",{"_index":537,"title":{},"content":{"49":{},"50":{},"51":{}},"tags":{}}],["box",{"_index":410,"title":{},"content":{"41":{}},"tags":{}}],["break",{"_index":252,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"51":{},"60":{}},"tags":{}}],["browser",{"_index":321,"title":{},"content":{"28":{}},"tags":{}}],["build",{"_index":133,"title":{"3":{},"8":{}},"content":{"3":{},"8":{},"9":{},"10":{},"20":{},"21":{},"22":{},"23":{},"24":{},"35":{},"57":{}},"tags":{}}],["built",{"_index":701,"title":{},"content":{"64":{}},"tags":{}}],["button",{"_index":334,"title":{},"content":{"30":{},"34":{},"37":{},"40":{},"41":{},"45":{},"48":{}},"tags":{}}],["calcul",{"_index":110,"title":{},"content":{"2":{},"8":{},"9":{},"10":{}},"tags":{}}],["calori",{"_index":662,"title":{},"content":{"62":{}},"tags":{}}],["captcha",{"_index":428,"title":{},"content":{"41":{}},"tags":{}}],["card",{"_index":375,"title":{},"content":{"37":{}},"tags":{}}],["case",{"_index":165,"title":{},"content":{"5":{},"8":{},"9":{},"10":{},"44":{},"62":{}},"tags":{}}],["caution",{"_index":389,"title":{},"content":{"38":{},"43":{},"49":{},"65":{}},"tags":{}}],["cd",{"_index":310,"title":{},"content":{"28":{}},"tags":{}}],["cell",{"_index":35,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"11":{},"12":{},"29":{},"49":{},"50":{},"51":{},"57":{},"58":{},"65":{}},"tags":{}}],["center",{"_index":249,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"53":{},"58":{},"64":{}},"tags":{}}],["certain",{"_index":239,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"47":{},"49":{}},"tags":{}}],["chang",{"_index":287,"title":{},"content":{"27":{},"48":{},"62":{}},"tags":{}}],["charact",{"_index":579,"title":{},"content":{"54":{}},"tags":{}}],["chat",{"_index":27,"title":{},"content":{"1":{},"4":{},"5":{},"6":{},"7":{},"8":{},"9":{},"10":{}},"tags":{}}],["check",{"_index":370,"title":{},"content":{"35":{},"38":{}},"tags":{}}],["choos",{"_index":291,"title":{},"content":{"27":{},"41":{}},"tags":{}}],["chunk",{"_index":174,"title":{"22":{},"51":{}},"content":{"5":{},"20":{},"21":{},"22":{},"23":{},"24":{},"51":{},"54":{},"57":{},"60":{},"65":{}},"tags":{}}],["chunk.choices[0].delta.cont",{"_index":175,"title":{},"content":{"5":{}},"tags":{}}],["chunk_overlap=30",{"_index":556,"title":{},"content":{"51":{}},"tags":{}}],["chunk_size=200",{"_index":555,"title":{},"content":{"51":{}},"tags":{}}],["chunked_data.append(temp",{"_index":565,"title":{},"content":{"51":{}},"tags":{}}],["click",{"_index":277,"title":{},"content":{"27":{},"30":{},"34":{},"37":{},"38":{},"39":{},"40":{},"41":{},"43":{},"44":{},"45":{},"48":{}},"tags":{}}],["clipboard",{"_index":342,"title":{},"content":{"34":{},"40":{}},"tags":{}}],["clone",{"_index":301,"title":{},"content":{"28":{}},"tags":{}}],["close",{"_index":459,"title":{},"content":{"45":{}},"tags":{}}],["closest",{"_index":423,"title":{},"content":{"41":{}},"tags":{}}],["cloud",{"_index":403,"title":{},"content":{"41":{}},"tags":{}}],["cluster",{"_index":216,"title":{"14":{},"41":{}},"content":{"13":{},"14":{},"15":{},"40":{},"41":{},"46":{}},"tags":{}}],["code",{"_index":40,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"27":{},"49":{},"50":{},"51":{},"57":{},"62":{},"64":{},"65":{}},"tags":{}}],["code_block_10",{"_index":597,"title":{},"content":{"65":{}},"tags":{}}],["code_block_11",{"_index":606,"title":{},"content":{"57":{}},"tags":{}}],["code_block_12",{"_index":608,"title":{},"content":{"57":{}},"tags":{}}],["code_block_13",{"_index":610,"title":{},"content":{"57":{}},"tags":{}}],["code_block_14",{"_index":545,"title":{},"content":{"50":{}},"tags":{}}],["code_block_15",{"_index":547,"title":{},"content":{"50":{}},"tags":{}}],["code_block_16",{"_index":548,"title":{},"content":{"50":{}},"tags":{}}],["code_block_17",{"_index":529,"title":{},"content":{"49":{}},"tags":{}}],["code_block_18",{"_index":532,"title":{},"content":{"49":{}},"tags":{}}],["code_block_19",{"_index":538,"title":{},"content":{"49":{}},"tags":{}}],["code_block_20",{"_index":540,"title":{},"content":{"49":{}},"tags":{}}],["code_block_21",{"_index":146,"title":{},"content":{"3":{}},"tags":{}}],["code_block_22",{"_index":148,"title":{},"content":{"3":{}},"tags":{}}],["code_block_23",{"_index":150,"title":{},"content":{"3":{}},"tags":{}}],["code_block_24",{"_index":125,"title":{},"content":{"2":{}},"tags":{}}],["code_block_25",{"_index":129,"title":{},"content":{"2":{}},"tags":{}}],["code_block_26",{"_index":169,"title":{},"content":{"5":{}},"tags":{}}],["code_block_27",{"_index":172,"title":{},"content":{"5":{}},"tags":{}}],["code_block_28",{"_index":43,"title":{},"content":{"1":{}},"tags":{}}],["code_block_29",{"_index":45,"title":{},"content":{"1":{}},"tags":{}}],["code_block_3",{"_index":551,"title":{},"content":{"51":{}},"tags":{}}],["code_block_30",{"_index":51,"title":{},"content":{"1":{}},"tags":{}}],["code_block_31",{"_index":53,"title":{},"content":{"1":{}},"tags":{}}],["code_block_32",{"_index":57,"title":{},"content":{"1":{}},"tags":{}}],["code_block_33",{"_index":63,"title":{},"content":{"1":{}},"tags":{}}],["code_block_34",{"_index":67,"title":{},"content":{"1":{}},"tags":{}}],["code_block_35",{"_index":71,"title":{},"content":{"1":{}},"tags":{}}],["code_block_4",{"_index":557,"title":{},"content":{"51":{}},"tags":{}}],["code_block_5",{"_index":559,"title":{},"content":{"51":{}},"tags":{}}],["code_block_6",{"_index":561,"title":{},"content":{"51":{}},"tags":{}}],["code_block_7",{"_index":566,"title":{},"content":{"51":{}},"tags":{}}],["code_block_8",{"_index":591,"title":{},"content":{"65":{}},"tags":{}}],["code_block_9",{"_index":593,"title":{},"content":{"65":{}},"tags":{}}],["code_block_n",{"_index":32,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"29":{},"49":{},"50":{},"51":{},"57":{},"65":{}},"tags":{}}],["colab",{"_index":188,"title":{},"content":{"11":{},"12":{},"27":{}},"tags":{}}],["collect",{"_index":84,"title":{},"content":{"4":{},"16":{},"17":{},"18":{},"19":{},"48":{},"56":{}},"tags":{}}],["combin",{"_index":233,"title":{"19":{},"49":{}},"content":{"16":{},"17":{},"18":{},"19":{},"49":{}},"tags":{}}],["come",{"_index":163,"title":{},"content":{"5":{},"8":{},"9":{},"10":{}},"tags":{}}],["command",{"_index":304,"title":{},"content":{"28":{}},"tags":{}}],["commun",{"_index":708,"title":{},"content":{"64":{}},"tags":{}}],["compani",{"_index":680,"title":{},"content":{"62":{}},"tags":{}}],["company'",{"_index":682,"title":{},"content":{"62":{}},"tags":{}}],["compass",{"_index":469,"title":{},"content":{"40":{}},"tags":{}}],["complet",{"_index":160,"title":{},"content":{"5":{},"8":{},"9":{},"10":{},"35":{},"37":{},"42":{}},"tags":{}}],["complex",{"_index":646,"title":{},"content":{"62":{}},"tags":{}}],["compon",{"_index":272,"title":{"33":{},"59":{}},"content":{"31":{},"32":{},"33":{},"35":{},"59":{}},"tags":{}}],["comput",{"_index":688,"title":{},"content":{"62":{}},"tags":{}}],["concept",{"_index":77,"title":{"4":{},"6":{},"20":{},"52":{}},"content":{"6":{},"7":{},"20":{},"21":{},"22":{},"23":{},"24":{}},"tags":{}}],["configur",{"_index":229,"title":{"45":{}},"content":{"16":{},"17":{},"18":{},"19":{},"42":{},"48":{}},"tags":{}}],["confirm",{"_index":462,"title":{},"content":{"45":{}},"tags":{}}],["congratul",{"_index":699,"title":{},"content":{"64":{}},"tags":{}}],["connect",{"_index":220,"title":{"15":{},"40":{}},"content":{"13":{},"14":{},"15":{},"40":{},"43":{},"44":{},"56":{}},"tags":{}}],["consid",{"_index":237,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"49":{}},"tags":{}}],["consist",{"_index":613,"title":{},"content":{"58":{},"62":{}},"tags":{}}],["construct",{"_index":616,"title":{},"content":{"60":{}},"tags":{}}],["contain",{"_index":631,"title":{},"content":{"61":{}},"tags":{}}],["content",{"_index":48,"title":{},"content":{"1":{},"3":{},"5":{},"35":{},"47":{},"58":{}},"tags":{}}],["context",{"_index":140,"title":{},"content":{"3":{},"8":{},"9":{},"10":{}},"tags":{}}],["contextu",{"_index":138,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"31":{},"32":{},"33":{},"63":{}},"tags":{}}],["continu",{"_index":399,"title":{},"content":{"39":{}},"tags":{}}],["convers",{"_index":12,"title":{},"content":{"1":{},"4":{},"6":{},"7":{}},"tags":{}}],["convert",{"_index":622,"title":{},"content":{"60":{}},"tags":{}}],["copi",{"_index":208,"title":{},"content":{"25":{},"26":{},"27":{},"34":{},"40":{}},"tags":{}}],["corner",{"_index":519,"title":{},"content":{"48":{}},"tags":{}}],["cosin",{"_index":485,"title":{},"content":{"47":{},"48":{},"49":{}},"tags":{}}],["cover",{"_index":365,"title":{},"content":{"35":{}},"tags":{}}],["craft",{"_index":629,"title":{},"content":{"61":{}},"tags":{}}],["creat",{"_index":135,"title":{"13":{},"17":{},"25":{},"26":{},"30":{},"34":{},"36":{},"48":{}},"content":{"3":{},"8":{},"9":{},"10":{},"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"25":{},"26":{},"28":{},"30":{},"34":{},"36":{},"37":{},"40":{},"41":{},"42":{},"44":{},"46":{},"47":{},"48":{}},"tags":{}}],["create_prompt(user_queri",{"_index":155,"title":{},"content":{"3":{},"5":{}},"tags":{}}],["creation",{"_index":402,"title":{},"content":{"41":{}},"tags":{}}],["credenti",{"_index":452,"title":{},"content":{"44":{}},"tags":{}}],["credit",{"_index":195,"title":{},"content":{"25":{},"26":{},"30":{},"37":{}},"tags":{}}],["criteria",{"_index":240,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"49":{}},"tags":{}}],["current",{"_index":23,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["cursor",{"_index":62,"title":{},"content":{"1":{}},"tags":{}}],["d",{"_index":131,"title":{},"content":{"2":{},"3":{}},"tags":{}}],["daili",{"_index":661,"title":{},"content":{"62":{}},"tags":{}}],["danger",{"_index":443,"title":{},"content":{"43":{}},"tags":{}}],["data",{"_index":223,"title":{"22":{},"24":{},"51":{},"57":{}},"content":{"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"31":{},"32":{},"33":{},"40":{},"41":{},"47":{},"48":{},"50":{},"51":{},"57":{},"58":{},"60":{},"62":{},"63":{},"64":{},"65":{}},"tags":{}}],["databas",{"_index":215,"title":{"14":{},"41":{},"44":{}},"content":{"13":{},"14":{},"15":{},"40":{},"42":{},"43":{},"44":{},"46":{},"48":{},"56":{}},"tags":{}}],["dataset",{"_index":242,"title":{"21":{},"53":{},"58":{}},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"41":{},"53":{},"58":{}},"tags":{}}],["datetime.now",{"_index":50,"title":{},"content":{"1":{}},"tags":{}}],["decad",{"_index":665,"title":{},"content":{"62":{}},"tags":{}}],["deduct",{"_index":647,"title":{},"content":{"62":{}},"tags":{}}],["default",{"_index":158,"title":{},"content":{"5":{},"8":{},"9":{},"10":{},"42":{}},"tags":{}}],["definit",{"_index":480,"title":{},"content":{"47":{},"48":{},"49":{}},"tags":{}}],["delet",{"_index":589,"title":{},"content":{"56":{}},"tags":{}}],["deploy",{"_index":214,"title":{"14":{},"41":{}},"content":{"13":{},"14":{},"15":{},"41":{},"42":{},"46":{},"48":{}},"tags":{}}],["descript",{"_index":358,"title":{},"content":{"35":{}},"tags":{}}],["determin",{"_index":492,"title":{},"content":{"47":{}},"tags":{}}],["dev",{"_index":179,"title":{"11":{},"27":{}},"content":{"11":{},"12":{}},"tags":{}}],["develop",{"_index":248,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"53":{},"58":{},"64":{}},"tags":{}}],["developer/ai",{"_index":308,"title":{},"content":{"28":{}},"tags":{}}],["dialog",{"_index":435,"title":{},"content":{"42":{},"45":{}},"tags":{}}],["differ",{"_index":641,"title":{},"content":{"62":{}},"tags":{}}],["dimens",{"_index":490,"title":{},"content":{"47":{},"48":{}},"tags":{}}],["directori",{"_index":311,"title":{},"content":{"28":{}},"tags":{}}],["display",{"_index":467,"title":{},"content":{"40":{}},"tags":{}}],["do",{"_index":380,"title":{},"content":{"37":{}},"tags":{}}],["doc",{"_index":567,"title":{},"content":{"51":{},"65":{}},"tags":{}}],["doc.copi",{"_index":563,"title":{},"content":{"51":{}},"tags":{}}],["doc[\"embed",{"_index":599,"title":{},"content":{"65":{}},"tags":{}}],["document",{"_index":113,"title":{},"content":{"2":{},"3":{},"8":{},"9":{},"10":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"35":{},"47":{},"48":{},"49":{},"51":{},"54":{},"56":{},"57":{},"60":{},"62":{},"65":{}},"tags":{}}],["don't",{"_index":458,"title":{},"content":{"40":{},"45":{}},"tags":{}}],["done",{"_index":424,"title":{},"content":{"41":{}},"tags":{}}],["don’t",{"_index":635,"title":{},"content":{"62":{}},"tags":{}}],["dotproduct",{"_index":486,"title":{},"content":{"47":{}},"tags":{}}],["down",{"_index":431,"title":{},"content":{"42":{},"60":{}},"tags":{}}],["download",{"_index":244,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"53":{},"58":{}},"tags":{}}],["driver",{"_index":588,"title":{},"content":{"56":{}},"tags":{}}],["dure",{"_index":241,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"27":{},"35":{},"49":{}},"tags":{}}],["each",{"_index":88,"title":{},"content":{"4":{},"5":{},"8":{},"9":{},"10":{}},"tags":{}}],["easi",{"_index":472,"title":{},"content":{"40":{}},"tags":{}}],["easiest",{"_index":184,"title":{},"content":{"11":{},"12":{},"27":{},"30":{}},"tags":{}}],["easili",{"_index":681,"title":{},"content":{"62":{}},"tags":{}}],["editor",{"_index":521,"title":{},"content":{"48":{}},"tags":{}}],["effici",{"_index":617,"title":{},"content":{"60":{}},"tags":{}}],["email",{"_index":382,"title":{"38":{}},"content":{"37":{},"38":{}},"tags":{}}],["emb",{"_index":256,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"65":{}},"tags":{}}],["embed",{"_index":118,"title":{"23":{},"65":{}},"content":{"2":{},"8":{},"9":{},"10":{},"20":{},"21":{},"22":{},"23":{},"24":{},"47":{},"48":{},"49":{},"50":{},"51":{},"55":{},"57":{},"60":{},"65":{}},"tags":{}}],["embedded_docs.append(doc",{"_index":601,"title":{},"content":{"65":{}},"tags":{}}],["embedding.tolist",{"_index":596,"title":{},"content":{"65":{}},"tags":{}}],["embedding_model.encode(text",{"_index":595,"title":{},"content":{"65":{}},"tags":{}}],["encoding_name=\"cl100k_bas",{"_index":553,"title":{},"content":{"51":{}},"tags":{}}],["end",{"_index":177,"title":{},"content":{"5":{}},"tags":{}}],["enhanc",{"_index":261,"title":{},"content":{"31":{},"32":{},"33":{},"63":{}},"tags":{}}],["enter",{"_index":341,"title":{},"content":{"34":{}},"tags":{}}],["entir",{"_index":445,"title":{},"content":{"43":{}},"tags":{}}],["entri",{"_index":100,"title":{},"content":{"4":{}},"tags":{}}],["environ",{"_index":180,"title":{"11":{},"27":{}},"content":{"11":{},"12":{},"28":{},"43":{}},"tags":{}}],["error",{"_index":689,"title":{},"content":{"62":{}},"tags":{}}],["etc",{"_index":626,"title":{},"content":{"60":{}},"tags":{}}],["euclidean",{"_index":484,"title":{},"content":{"47":{}},"tags":{}}],["event",{"_index":381,"title":{},"content":{"37":{}},"tags":{}}],["everyth",{"_index":463,"title":{},"content":{"46":{}},"tags":{}}],["exampl",{"_index":479,"title":{},"content":{"47":{},"62":{},"64":{}},"tags":{}}],["execut",{"_index":303,"title":{},"content":{"28":{}},"tags":{}}],["exist",{"_index":205,"title":{},"content":{"25":{},"26":{},"34":{},"49":{}},"tags":{}}],["expect",{"_index":644,"title":{},"content":{"62":{}},"tags":{}}],["experi",{"_index":200,"title":{},"content":{"25":{},"26":{},"30":{}},"tags":{}}],["expos",{"_index":444,"title":{},"content":{"43":{}},"tags":{}}],["extern",{"_index":265,"title":{},"content":{"31":{},"32":{},"33":{},"63":{}},"tags":{}}],["face",{"_index":572,"title":{},"content":{"53":{}},"tags":{}}],["fail",{"_index":691,"title":{},"content":{"62":{}},"tags":{}}],["favorit",{"_index":422,"title":{},"content":{"41":{}},"tags":{}}],["fetch",{"_index":91,"title":{},"content":{"4":{}},"tags":{}}],["field",{"_index":437,"title":{},"content":{"43":{},"47":{},"48":{},"49":{}},"tags":{}}],["file",{"_index":294,"title":{},"content":{"27":{}},"tags":{}}],["fill",{"_index":31,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"11":{},"12":{},"29":{},"39":{},"49":{},"50":{},"51":{},"57":{},"65":{}},"tags":{}}],["filter",{"_index":235,"title":{"19":{},"49":{}},"content":{"16":{},"17":{},"18":{},"19":{},"47":{},"49":{}},"tags":{}}],["final",{"_index":258,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"41":{},"57":{}},"tags":{}}],["find",{"_index":704,"title":{},"content":{"64":{}},"tags":{}}],["finish",{"_index":395,"title":{"39":{}},"content":{"39":{}},"tags":{}}],["firework",{"_index":192,"title":{},"content":{"25":{},"26":{},"30":{},"34":{},"35":{}},"tags":{}}],["first",{"_index":218,"title":{},"content":{"13":{},"14":{},"15":{},"20":{},"21":{},"22":{},"23":{},"24":{},"30":{},"41":{},"43":{},"47":{},"51":{},"54":{},"58":{},"62":{}},"tags":{}}],["folder",{"_index":394,"title":{},"content":{"38":{}},"tags":{}}],["follow",{"_index":42,"title":{},"content":{"1":{},"2":{},"3":{},"5":{},"28":{},"30":{},"31":{},"32":{},"33":{},"34":{},"35":{},"36":{},"47":{},"48":{},"49":{},"50":{},"51":{},"57":{},"62":{},"64":{},"65":{}},"tags":{}}],["forget",{"_index":477,"title":{},"content":{"40":{}},"tags":{}}],["form",{"_index":377,"title":{},"content":{"37":{},"39":{},"47":{}},"tags":{}}],["forth",{"_index":11,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["forum",{"_index":709,"title":{},"content":{"64":{}},"tags":{}}],["free",{"_index":219,"title":{},"content":{"13":{},"14":{},"15":{},"30":{},"37":{},"41":{}},"tags":{}}],["further",{"_index":501,"title":{},"content":{"47":{}},"tags":{}}],["futur",{"_index":289,"title":{},"content":{"27":{}},"tags":{}}],["fw_client.chat.completions.cr",{"_index":152,"title":{},"content":{"3":{}},"tags":{}}],["genai",{"_index":706,"title":{},"content":{"64":{}},"tags":{}}],["gener",{"_index":95,"title":{"23":{},"61":{},"65":{}},"content":{"3":{},"4":{},"5":{},"8":{},"9":{},"10":{},"20":{},"21":{},"22":{},"23":{},"24":{},"31":{},"32":{},"33":{},"48":{},"59":{},"61":{},"63":{},"64":{},"65":{}},"tags":{}}],["get_chunks(doc",{"_index":568,"title":{},"content":{"51":{}},"tags":{}}],["get_embedding(doc[\"bodi",{"_index":600,"title":{},"content":{"65":{}},"tags":{}}],["git",{"_index":306,"title":{},"content":{"28":{}},"tags":{}}],["github",{"_index":276,"title":{},"content":{"27":{},"28":{}},"tags":{}}],["give",{"_index":194,"title":{},"content":{"25":{},"26":{},"30":{},"62":{}},"tags":{}}],["go",{"_index":372,"title":{},"content":{"37":{},"45":{}},"tags":{}}],["goal",{"_index":346,"title":{},"content":{"35":{}},"tags":{}}],["goe",{"_index":464,"title":{},"content":{"46":{}},"tags":{}}],["good",{"_index":675,"title":{},"content":{"62":{}},"tags":{}}],["googl",{"_index":187,"title":{},"content":{"11":{},"12":{},"27":{},"30":{}},"tags":{}}],["govern",{"_index":117,"title":{},"content":{"2":{},"8":{},"9":{},"10":{}},"tags":{}}],["graphic",{"_index":670,"title":{},"content":{"62":{}},"tags":{}}],["green",{"_index":401,"title":{},"content":{"41":{}},"tags":{}}],["greet",{"_index":376,"title":{},"content":{"37":{}},"tags":{}}],["ground",{"_index":268,"title":{},"content":{"31":{},"32":{},"33":{},"63":{}},"tags":{}}],["gte",{"_index":524,"title":{},"content":{"48":{},"49":{}},"tags":{}}],["hand",{"_index":366,"title":{},"content":{"35":{}},"tags":{}}],["hardest",{"_index":425,"title":{},"content":{"41":{}},"tags":{}}],["have",{"_index":101,"title":{},"content":{"4":{},"62":{}},"tags":{}}],["haven't",{"_index":390,"title":{},"content":{"38":{}},"tags":{}}],["help",{"_index":705,"title":{},"content":{"64":{}},"tags":{}}],["henc",{"_index":658,"title":{},"content":{"62":{}},"tags":{}}],["here",{"_index":357,"title":{},"content":{"35":{},"62":{},"64":{}},"tags":{}}],["hi",{"_index":683,"title":{},"content":{"62":{}},"tags":{}}],["histori",{"_index":29,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["homepag",{"_index":332,"title":{},"content":{"30":{}},"tags":{}}],["host",{"_index":191,"title":{},"content":{"25":{},"26":{},"30":{}},"tags":{}}],["https://github.com/mongodb",{"_index":307,"title":{},"content":{"28":{}},"tags":{}}],["hug",{"_index":571,"title":{},"content":{"53":{}},"tags":{}}],["i'm",{"_index":684,"title":{},"content":{"62":{}},"tags":{}}],["i.",{"_index":257,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"62":{},"65":{}},"tags":{}}],["icon",{"_index":356,"title":{},"content":{"35":{}},"tags":{}}],["id",{"_index":87,"title":{},"content":{"4":{}},"tags":{}}],["imag",{"_index":624,"title":{},"content":{"60":{}},"tags":{}}],["impact",{"_index":666,"title":{},"content":{"62":{}},"tags":{}}],["import",{"_index":78,"title":{},"content":{"4":{},"6":{},"7":{},"40":{},"41":{}},"tags":{}}],["includ",{"_index":441,"title":{},"content":{"43":{},"47":{}},"tags":{}}],["incorpor",{"_index":21,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["increment",{"_index":166,"title":{},"content":{"5":{},"8":{},"9":{},"10":{}},"tags":{}}],["index",{"_index":85,"title":{"17":{},"48":{}},"content":{"4":{},"16":{},"17":{},"18":{},"19":{},"47":{},"48":{},"49":{},"50":{}},"tags":{}}],["industri",{"_index":201,"title":{},"content":{"25":{},"26":{},"30":{}},"tags":{}}],["info",{"_index":379,"title":{},"content":{"37":{},"48":{}},"tags":{}}],["inform",{"_index":264,"title":{},"content":{"31":{},"32":{},"33":{},"60":{},"61":{},"62":{},"63":{}},"tags":{}}],["ingest",{"_index":222,"title":{"24":{},"57":{}},"content":{"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"40":{},"48":{},"57":{},"65":{}},"tags":{}}],["input",{"_index":409,"title":{},"content":{"41":{}},"tags":{}}],["insert",{"_index":590,"title":{},"content":{"56":{}},"tags":{}}],["instal",{"_index":318,"title":{},"content":{"28":{},"29":{},"62":{}},"tags":{}}],["instruct",{"_index":144,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{},"61":{}},"tags":{}}],["instructor",{"_index":362,"title":{},"content":{"35":{}},"tags":{}}],["intak",{"_index":663,"title":{},"content":{"62":{}},"tags":{}}],["interest",{"_index":369,"title":{},"content":{"35":{}},"tags":{}}],["internet",{"_index":639,"title":{},"content":{"62":{}},"tags":{}}],["introduct",{"_index":345,"title":{"35":{}},"content":{},"tags":{}}],["involv",{"_index":615,"title":{},"content":{"60":{},"61":{},"62":{}},"tags":{}}],["ip",{"_index":439,"title":{},"content":{"43":{},"45":{}},"tags":{}}],["isn't",{"_index":119,"title":{},"content":{"2":{},"8":{},"9":{},"10":{},"35":{}},"tags":{}}],["issu",{"_index":694,"title":{},"content":{"62":{}},"tags":{}}],["it'",{"_index":471,"title":{},"content":{"40":{}},"tags":{}}],["json",{"_index":520,"title":{},"content":{"48":{}},"tags":{}}],["jupyt",{"_index":182,"title":{},"content":{"11":{},"12":{},"27":{},"28":{}},"tags":{}}],["keep",{"_index":286,"title":{},"content":{"27":{},"62":{}},"tags":{}}],["key",{"_index":204,"title":{"26":{},"34":{}},"content":{"25":{},"26":{},"30":{},"34":{}},"tags":{}}],["kill/interrupt",{"_index":603,"title":{},"content":{"65":{}},"tags":{}}],["knowledg",{"_index":210,"title":{},"content":{"13":{},"14":{},"15":{},"31":{},"32":{},"33":{},"36":{},"48":{},"60":{},"62":{},"63":{}},"tags":{}}],["lab",{"_index":81,"title":{},"content":{"4":{},"11":{},"12":{},"13":{},"14":{},"15":{},"20":{},"21":{},"22":{},"23":{},"24":{},"25":{},"26":{},"27":{},"28":{},"30":{},"35":{},"36":{},"37":{},"40":{},"41":{},"43":{},"48":{},"58":{},"64":{}},"tags":{}}],["lab/bin/activ",{"_index":317,"title":{},"content":{"28":{}},"tags":{}}],["langchain",{"_index":574,"title":{},"content":{"54":{}},"tags":{}}],["languag",{"_index":263,"title":{},"content":{"31":{},"32":{},"33":{},"63":{}},"tags":{}}],["larg",{"_index":251,"title":{},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"31":{},"32":{},"33":{},"51":{},"60":{},"63":{}},"tags":{}}],["last",{"_index":207,"title":{},"content":{"25":{},"26":{},"34":{},"62":{}},"tags":{}}],["later",{"_index":224,"title":{},"content":{"13":{},"14":{},"15":{},"40":{},"41":{},"44":{}},"tags":{}}],["launch",{"_index":319,"title":{},"content":{"28":{}},"tags":{}}],["lead",{"_index":121,"title":{},"content":{"2":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{}},"tags":{}}],["learn",{"_index":209,"title":{},"content":{"13":{},"14":{},"15":{},"35":{},"36":{},"64":{}},"tags":{}}],["lectur",{"_index":359,"title":{},"content":{"35":{}},"tags":{}}],["led",{"_index":363,"title":{},"content":{"35":{}},"tags":{}}],["left",{"_index":460,"title":{},"content":{"45":{}},"tags":{}}],["let'",{"_index":134,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"50":{},"58":{}},"tags":{}}],["librari",{"_index":76,"title":{"4":{},"6":{},"20":{},"52":{}},"content":{"6":{},"7":{},"20":{},"21":{},"22":{},"23":{},"24":{},"29":{},"53":{},"55":{}},"tags":{}}],["limit",{"_index":510,"title":{},"content":{"47":{},"49":{},"50":{}},"tags":{}}],["link",{"_index":388,"title":{},"content":{"38":{}},"tags":{}}],["list",{"_index":578,"title":{},"content":{"54":{},"58":{}},"tags":{}}],["llama",{"_index":141,"title":{},"content":{"3":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{}},"tags":{}}],["llm",{"_index":13,"title":{},"content":{"1":{},"2":{},"4":{},"6":{},"7":{},"8":{},"9":{},"10":{},"31":{},"32":{},"33":{},"61":{},"62":{},"63":{}},"tags":{}}],["llm'",{"_index":98,"title":{},"content":{"4":{}},"tags":{}}],["load",{"_index":243,"title":{"21":{},"58":{}},"content":{"20":{},"21":{},"22":{},"23":{},"24":{},"51":{},"58":{}},"tags":{}}],["local",{"_index":299,"title":{"28":{}},"content":{"28":{}},"tags":{}}],["lock",{"_index":430,"title":{},"content":{"42":{}},"tags":{}}],["log",{"_index":338,"title":{},"content":{"34":{},"41":{}},"tags":{}}],["logic",{"_index":20,"title":{},"content":{"1":{},"6":{},"7":{}},"tags":{}}],["login",{"_index":335,"title":{},"content":{"30":{}},"tags":{}}],["long",{"_index":602,"title":{},"content":{"62":{},"65":{}},"tags":{}}],["look",{"_index":473,"title":{},"content":{"40":{},"47":{}},"tags":{}}],["lower",{"_index":517,"title":{},"content":{"48":{}},"tags":{}}],["m",{"_index":315,"title":{},"content":{"28":{}},"tags":{}}],["m0",{"_index":408,"title":{},"content":{"41":{}},"tags":{}}],["main",{"_index":274,"title":{},"content":{"31":{},"32":{},"33":{},"59":{},"60":{}},"tags":{}}],["mainli",{"_index":614,"title":{},"content":{"60":{}},"tags":{}}],["make",{"_index":285,"title":{},"content":{"27":{},"44":{}},"tags":{}}],["mani",{"_index":5,"title":{},"content":{"1":{},"6":{},"7":{},"47":{}},"tags":{}}],["manual",{"_index":418,"title":{"45":{}},"content":{"41":{}},"tags":{}}],["match",{"_index":238,"title":{},"content":{"16":{},"17":{},"18":{},"19":{},"44":{},"49":{}},"tags":{}}],["materi",{"_index":360,"title":{},"content":{"35":{}},"tags":{}}],["meal",{"_index":679,"title":{},"content":{"62":{}},"tags":{}}],["mean",{"_index":14,"title":{},"content":{"1":{},"6":{},"7":{},"35":{},"43":{}},"tags":{}}],["memori",{"_index":2,"title":{"1":{},"7":{}},"content":{"1":{},"4":{},"6":{},"7":{},"13":{},"14":{},"15":{},"35":{},"36":{},"64":{}},"tags":{}}],["menu",{"_index":295,"title":{},"content":{"27":{}},"tags":{}}],["merg",{"_index":581,"title":{},"content":{"54":{}},"tags":{}}],["messag",{"_index":28,"title":{},"content":{"1":{},"3":{},"4":{},"5":{},"6":{},"7":{},"62":{}},"tags":{}}],["messages.append(user_messag",{"_index":70,"title":{},"content":{"1":{}},"tags":{}}],["messages.extend(message_histori",{"_index":66,"title":{},"content":{"1":{}},"tags":{}}],["meta",{"_index":515,"title":{},"content":{"47":{},"49":{},"50":{}},"tags":{}}],["metadata",{"_index":495,"title":{},"content":{"47":{},"58":{}},"tags":{}}],["metadata.contenttyp",{"_index":531,"title":{},"content":{"49":{}},"tags":{}}],["metric",{"_index":491,"title":{},"content":{"47":{}},"tags":{}}],["min",{"_index":352,"title":{},"content":{"35":{},"65":{}},"tags":{}}],["minut",{"_index":392,"title":{},"content":{"38":{}},"tags":{}}],["modal",{"_index":339,"title":{},"content":{"34":{},"40":{}},"tags":{}}],["mode",{"_index":283,"title":{},"content":{"27":{}},"tags":{}}],["model",{"_index":108,"title":{},"content":{"2":{},"3":{},"8":{},"9":{},"10":{},"25":{},"26":{},"30":{},"31":{},"32":{},"33":{},"48":{},"55":{},"63":{}},"tags":{}}],["model=model",{"_index":153,"title":{},"content":{"3":{},"5":{}},"tags":{}}],["modifi",{"_index":528,"title":{},"content":{"49":{}},"tags":{}}],["mongo",{"_index":349,"title":{},"content":{"35":{}},"tags":{}}],["mongodb",{"_index":30,"title":{"16":{},"24":{},"37":{},"47":{},"57":{}},"content":{"1":{},"3":{},"4":{},"6":{},"7":{},"8":{},"9":{},"10":{},"13":{},"14":{},"15":{},"16":{},"17":{},"18":{},"19":{},"20":{},"21":{},"22":{},"23":{},"24":{},"28":{},"35":{},"36":{},"37":{},"38":{},"39":{},"41":{},"42":{},"47":{},"48":{},"49":{},"50":{},"51":{},"53":{},"56":{},"57":{},"58":{},"64":{},"65":{}},"tags":{}}],["mongodb+srv://:@:@