From e8c77ae0bb035e344e94288374c776a825532bb9 Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Wed, 3 Nov 2021 11:42:25 +0200
Subject: [PATCH 1/6] added new search engine lib, created new indexes, display
 search results

---
 Desktop/UI/Globals.js                         |    7 +-
 .../externalScripts/flexsearch.bundle.js      |   33 +
 Platform/WebServer/index.html                 |    1 +
 PlatformRoot.js                               |    4 +-
 .../UI/Spaces/Docs-Space/SearchEngine.js      |  179 +-
 .../UI/Spaces/Docs-Space/SearchResultsPage.js |   54 +-
 package-lock.json                             | 7954 +----------------
 package.json                                  |    1 +
 8 files changed, 255 insertions(+), 7978 deletions(-)
 create mode 100644 Platform/WebServer/externalScripts/flexsearch.bundle.js

diff --git a/Desktop/UI/Globals.js b/Desktop/UI/Globals.js
index 2bce6ff39..4fcff6c27 100644
--- a/Desktop/UI/Globals.js
+++ b/Desktop/UI/Globals.js
@@ -7,7 +7,12 @@ let UI = {
     running: {}
 }
 
-let SA = { projects: {} }
+let SA = {
+    projects: {} ,
+    nodeModules: {
+        flexSearch: require("flexsearch")
+    }
+}
 /*
 We will use this to load functions originally intended for Nodejs
 */
diff --git a/Platform/WebServer/externalScripts/flexsearch.bundle.js b/Platform/WebServer/externalScripts/flexsearch.bundle.js
new file mode 100644
index 000000000..dd0c08309
--- /dev/null
+++ b/Platform/WebServer/externalScripts/flexsearch.bundle.js
@@ -0,0 +1,33 @@
+/**!
+ * FlexSearch.js v0.7.2 (Bundle)
+ * Copyright 2018-2021 Nextapps GmbH
+ * Author: Thomas Wilkerling
+ * Licence: Apache-2.0
+ * https://github.com/nextapps-de/flexsearch
+ */
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+for(let l=0,p;l<f.length;l++){p=e[l];p.length&&h&&(p=za.call(this,p));if(g)return p;e[l]={field:f[l],result:p}}return e};function ya(a,b,c,d){let e=this.l[a],f=e&&e.length-c;if(f&&0<f){if(f>b||c)e=e.slice(c,c+b);d&&(e=za.call(this,e));return{tag:a,result:e}}}function za(a){const b=Array(a.length);for(let c=0,d;c<a.length;c++)d=a[c],b[c]={id:d,doc:this.store[d]};return b}t.contain=function(a){return!!this.register[a]};t.get=function(a){return this.store[a]};t.set=function(a,b){this.store[a]=b;return this};
+t.searchCache=oa;t.export=function(a,b,c,d,e){e||(e=0);d||(d=0);if(d<this.h.length){const f=this.h[d],g=this.index[f];b=this;setTimeout(function(){g.export(a,b,e?f.replace(":","-"):"",d,e++)||(d++,e=1,b.export(a,b,f,d,e))})}else{let f;switch(e){case 1:c="tag";f=this.l;break;case 2:c="store";f=this.store;break;default:return}ra(a,this,c,d,e,f)}};
+t.import=function(a,b){if(b)switch(x(b)&&(b=JSON.parse(b)),a){case "tag":this.l=b;break;case "reg":this.m=!1;this.register=b;for(let d=0,e;d<this.h.length;d++)e=this.index[this.h[d]],e.register=b,e.m=!1;break;case "store":this.store=b;break;default:a=a.split(".");const c=a[0];a=a[1];c&&a&&this.index[c].import(a,b)}};la(Q.prototype);var Ba={encode:Aa,F:!1,G:""};const Ca=[F("[\u00e0\u00e1\u00e2\u00e3\u00e4\u00e5]"),"a",F("[\u00e8\u00e9\u00ea\u00eb]"),"e",F("[\u00ec\u00ed\u00ee\u00ef]"),"i",F("[\u00f2\u00f3\u00f4\u00f5\u00f6\u0151]"),"o",F("[\u00f9\u00fa\u00fb\u00fc\u0171]"),"u",F("[\u00fd\u0177\u00ff]"),"y",F("\u00f1"),"n",F("[\u00e7c]"),"k",F("\u00df"),"s",F(" & ")," and "];function Aa(a){var b=a;b.normalize&&(b=b.normalize("NFD").replace(ea,""));return ca.call(this,b.toLowerCase(),!a.normalize&&Ca)};var Ea={encode:Da,F:!1,G:"strict"};const Fa=/[^a-z0-9]+/,Ga={b:"p",v:"f",w:"f",z:"s",x:"s","\u00df":"s",d:"t",n:"m",c:"k",g:"k",j:"k",q:"k",i:"e",y:"e",u:"o"};function Da(a){a=Aa.call(this,a).join(" ");const b=[];if(a){const c=a.split(Fa),d=c.length;for(let e=0,f,g=0;e<d;e++)if((a=c[e])&&(!this.filter||!this.filter[a])){f=a[0];let h=Ga[f]||f,k=h;for(let m=1;m<a.length;m++){f=a[m];const n=Ga[f]||f;n&&n!==k&&(h+=n,k=n)}b[g++]=h}}return b};var Ia={encode:Ha,F:!1,G:""};const Ja=[F("ae"),"a",F("oe"),"o",F("sh"),"s",F("th"),"t",F("ph"),"f",F("pf"),"f",F("(?![aeo])h(?![aeo])"),"",F("(?!^[aeo])h(?!^[aeo])"),""];function Ha(a,b){a&&(a=Da.call(this,a).join(" "),2<a.length&&(a=E(a,Ja)),b||(1<a.length&&(a=ha(a)),a&&(a=a.split(" "))));return a};var La={encode:Ka,F:!1,G:""};const Ma=F("(?!\\b)[aeo]");function Ka(a){a&&(a=Ha.call(this,a,!0),1<a.length&&(a=a.replace(Ma,"")),1<a.length&&(a=ha(a)),a&&(a=a.split(" ")));return a};G["latin:default"]=ja;G["latin:simple"]=Ba;G["latin:balance"]=Ea;G["latin:advanced"]=Ia;G["latin:extra"]=La;const W=self;let Y;const Z={Index:K,Document:Q,Worker:O,registerCharset:function(a,b){G[a]=b},registerLanguage:function(a,b){ka[a]=b}};(Y=W.define)&&Y.amd?Y([],function(){return Z}):W.exports?W.exports=Z:W.FlexSearch=Z;}(this));
diff --git a/Platform/WebServer/index.html b/Platform/WebServer/index.html
index 9766c8a38..6c02fec99 100644
--- a/Platform/WebServer/index.html
+++ b/Platform/WebServer/index.html
@@ -17,6 +17,7 @@
     <script type="text/javascript" src="AppPreLoader.js"></script>
     <script src="externalScripts/CCapture.all.min.js"></script>
     <script src="externalScripts/prism.js"></script>
+    <script src="externalScripts/flexsearch.bundle.js"></script>
 
     <script type="text/javascript">
         function loadApp() {
diff --git a/PlatformRoot.js b/PlatformRoot.js
index cec82bcba..426b39954 100644
--- a/PlatformRoot.js
+++ b/PlatformRoot.js
@@ -52,7 +52,9 @@ SA.nodeModules = {
     simpleGit: require('simple-git'),
     lookpath: require('lookpath'),
     process: require('process'),
-    childProcess: require('child_process')
+    childProcess: require('child_process'),
+    flexSearch: require("flexsearch")
+
 }
 /*
 Check if we are starting from a particular workspace.
diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
index 75cf6c001..348fc9b66 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
@@ -1,6 +1,7 @@
 function newFoundationsDocsSearchEngine() {
     let thisObject = {
         docsIndex: undefined,
+        documentIndex: undefined,
         setUpSearchEngine: setUpSearchEngine,
         initialize: initialize,
         finalize: finalize
@@ -10,6 +11,31 @@ function newFoundationsDocsSearchEngine() {
 
     function initialize() {
         thisObject.docsIndex = []
+        thisObject.documentIndex = new FlexSearch.Document({
+            preset: "performance",
+            worker: true,
+            encoder: "extra",
+            tokenize: "full",
+            // boost: function (words, term, index) {
+            //     let factor = 0;
+            //     for (let i = 0; i < words.length; i++) {
+            //         if (words[i] === term) factor++;
+            //     }
+            //     return factor || 1;
+            // },
+            document: {
+                index: [
+                    "docsSchemaDocument:type",
+                    "text",
+                ],
+                store: true
+            },
+        })
+    }
+
+    function boostFunction() {
+        console.log('boooost')
+        return 1
     }
 
     function finalize() {
@@ -17,8 +43,7 @@ function newFoundationsDocsSearchEngine() {
     }
 
     function setUpSearchEngine(callbackFunction) {
-
-        /* 
+        /*
         This is a way to avoid indexing the docs, if the user does not want to.
         */
         let docsSpaceNode = UI.projects.foundations.spaces.designSpace.workspace.getHierarchyHeadByNodeType('Docs Space')
@@ -63,97 +88,109 @@ function newFoundationsDocsSearchEngine() {
                 /* Search in Nodes */
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsNodeSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Node' + project + i,                     // since we don't have a real ID we concatenate some values to achieve an unique ID
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsNodeSchema[i],
                         category: 'Node',
-                        project: project
+                        project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsNodeSchema[i]),
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+
+                    thisObject.documentIndex.add(documentIndex)
+
                 }
                 asyncCallFinished()
             }
+
             function searchInConcepts() {
-                /* Search in Concepts */
+                //!* Search in Concepts *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsConceptSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Concept' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsConceptSchema[i],
                         category: 'Concept',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsConceptSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+
+                    thisObject.documentIndex.add(documentIndex)
                 }
                 asyncCallFinished()
             }
+
             function searchInNTopics() {
-                /* Search in Topics */
+                //!* Search in Topics *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsTopicSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Topic' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsTopicSchema[i],
                         category: 'Topic',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsTopicSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+                    thisObject.documentIndex.add(documentIndex)
                 }
                 asyncCallFinished()
             }
+
             function searchInTutorials() {
-                /* Search in Tutorials */
+                //!* Search in Tutorials *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsTutorialSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Tutorial' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsTutorialSchema[i],
                         category: 'Tutorial',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsTutorialSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+                    thisObject.documentIndex.add(documentIndex)
                 }
                 asyncCallFinished()
             }
+
             function searchInReviews() {
-                /* Search in Reviews */
+                //!* Search in Reviews *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsReviewSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Review' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsReviewSchema[i],
                         category: 'Review',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsReviewSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+                    thisObject.documentIndex.add(documentIndex)
                 }
                 asyncCallFinished()
             }
+
             function searchInBooks() {
-                /* Search in Books */
+                //!* Search in Books *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.docsBookSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Book' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsBookSchema[i],
                         category: 'Book',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsBookSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+                    thisObject.documentIndex.add(documentIndex)
+
                 }
                 asyncCallFinished()
             }
+
             function searchInWorkspaces() {
-                /* Search in Workspace */
+                //!* Search in Workspace *!/
                 for (let i = 0; i < SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema.length; i++) {
                     documentIndex = {
-                        phraseCount: {},                // here we have an object with properties matching it paragraph style, and each property is a map of phrases and their total count.
+                        id: 'Workspace' + project + i,
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema[i],
                         category: 'Workspace',
-                        project: project
+                        project: project,
+                        text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema[i])
                     }
-                    indexDocument(documentIndex)
-                    thisObject.docsIndex.push(documentIndex)
+                    thisObject.documentIndex.add(documentIndex)
+
                 }
                 asyncCallFinished()
             }
@@ -161,11 +198,71 @@ function newFoundationsDocsSearchEngine() {
             function asyncCallFinished() {
                 totalAsyncCallsFinished++
                 if (totalAsyncCallsMade === totalAsyncCallsFinished) {
+
                     callbackFunction()
                 }
             }
         }
 
+
+        function extractTextContentFromSchemaDocs(docsSchemaDocument) {
+            if (docsSchemaDocument === undefined) {
+                return
+            }
+
+            let text = undefined
+
+            if (docsSchemaDocument.topic !== undefined) {
+                text = docsSchemaDocument.topic
+            }
+            if (docsSchemaDocument.tutorial !== undefined) {
+                text = docsSchemaDocument.tutorial
+
+            }
+            if (docsSchemaDocument.review !== undefined) {
+                text = docsSchemaDocument.review
+            }
+            if (docsSchemaDocument.type !== undefined) {
+                text = docsSchemaDocument.type
+
+            }
+            if (docsSchemaDocument.definition !== undefined) {
+                text = docsSchemaDocument.definition.text
+                //TODO: index translations of the definitions as well, export as a Paragraph as in the original impl
+            }
+
+            // Appending everything to text field, no need to index it separately for this implementation
+
+
+            if (docsSchemaDocument.paragraphs !== undefined) {
+                for (let k = 0; k < docsSchemaDocument.paragraphs.length; k++) {
+                    let paragraph = docsSchemaDocument.paragraphs[k]
+                    text += ' '
+                    text += paragraph.text
+                    indexAllTranslations(paragraph)
+                }
+            }
+
+
+            function indexAllTranslations(paragraph) {
+                if (paragraph.translations === undefined) {
+                    return
+                }
+                for (let j = 0; j < paragraph.translations.length; j++) {
+                    let translation = paragraph.translations[j]
+                    text += ' '
+                    text += translation.text
+                }
+            }
+
+            function appendToText(textToAppend) {
+                text += textToAppend
+            }
+
+            return text
+        }
+
+
         function indexDocument(documentIndex) {
 
             if (documentIndex.docsSchemaDocument === undefined) {
@@ -218,7 +315,9 @@ function newFoundationsDocsSearchEngine() {
             }
 
             function indexAllTranslations(paragraph) {
-                if (paragraph.translations === undefined) { return }
+                if (paragraph.translations === undefined) {
+                    return
+                }
                 for (i = 0; i < paragraph.translations.length; i++) {
                     let translation = paragraph.translations[i]
                     translation.style = paragraph.style
@@ -260,7 +359,9 @@ function newFoundationsDocsSearchEngine() {
                             let key = UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(phrase)
 
                             let thisPhraseCount = stylePhraseCount.get(key)
-                            if (thisPhraseCount === undefined) { thisPhraseCount = 0 }
+                            if (thisPhraseCount === undefined) {
+                                thisPhraseCount = 0
+                            }
                             thisPhraseCount++
 
                             stylePhraseCount.set(key, thisPhraseCount)
@@ -302,7 +403,7 @@ function newFoundationsDocsSearchEngine() {
                         nodeId: node.id,
                         nodeNameTypePath: nodeNameTypePath,
                         type: node.type,
-                        definition: { text: node.name },
+                        definition: {text: node.name},
                         paragraphs: []
                     }
                     if (node.config !== undefined) {
diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
index cf9aec50b..cc5f3ab7a 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
@@ -17,10 +17,38 @@ function newFoundationsDocsSearchResultsPage() {
 
     function render() {
 
-        let resultsArary = []
+        let index = UI.projects.education.spaces.docsSpace.searchEngine.documentIndex
+        let resultsArray = []
         let initialTime = new Date()
-        buildResultsArray()
-        buildHTML()
+        // buildResultsArray()
+
+
+        let searchByType = index.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
+            pluck: 'docsSchemaDocument:type',
+            enrich: true,
+            limit: 10000
+        })
+        let searchByText = index.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
+            pluck: 'text',
+            enrich: true,
+            limit: 10000
+        })
+
+        // Search in all fields and remove duplicates
+        Promise.all([searchByType, searchByText]).then(
+            function (values) {
+                let flags = {}
+                values.forEach(arrResult => {
+                   arrResult.forEach(result => {
+                       if (!flags[result.id]) {
+                           flags[result.id] = true;
+                           resultsArray.push({documentIndex: result.doc});
+                       }
+                   })
+                })
+                buildHTML()
+            }
+        )
 
         function buildResultsArray() {
             for (let i = 0; i < UI.projects.education.spaces.docsSpace.searchEngine.docsIndex.length; i++) {
@@ -179,7 +207,9 @@ function newFoundationsDocsSearchResultsPage() {
                     }
                 }
 
-                if (documentPoints === 0) { continue } // No matches anywhere
+                if (documentPoints === 0) {
+                    continue
+                } // No matches anywhere
 
                 let result = {
                     documentIndex: documentIndex,
@@ -187,21 +217,21 @@ function newFoundationsDocsSearchResultsPage() {
                 }
                 let added = false
 
-                if (resultsArary.length === 0) {
-                    resultsArary.push(result)
+                if (resultsArray.length === 0) {
+                    resultsArray.push(result)
                     added = true
                 } else {
-                    for (let j = 0; j < resultsArary.length; j++) {
-                        let thisResult = resultsArary[j]
+                    for (let j = 0; j < resultsArray.length; j++) {
+                        let thisResult = resultsArray[j]
                         if (result.documentPoints > thisResult.documentPoints) {
-                            resultsArary.splice(j, 0, result)
+                            resultsArray.splice(j, 0, result)
                             added = true
                             break
                         }
                     }
                 }
                 if (added === false) {
-                    resultsArary.push(result)
+                    resultsArray.push(result)
                 }
             }
         }
@@ -231,8 +261,8 @@ function newFoundationsDocsSearchResultsPage() {
                 HTML = HTML + '<p> ' + tab.toUpperCase() + '_TOTAL_RESULTS results (' + tab.toUpperCase() + '_TOTAL_SECONDS seconds)</p>'
 
                 let resultCounter = 0
-                for (let j = 0; j < resultsArary.length; j++) {
-                    let result = resultsArary[j]
+                for (let j = 0; j < resultsArray.length; j++) {
+                    let result = resultsArray[j]
 
                     if (tab !== 'All') {
                         if (tab.indexOf(result.documentIndex.category) < 0) {
diff --git a/package-lock.json b/package-lock.json
index b1bef9bec..657b645b1 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,7906 +1,15 @@
 {
   "name": "superalgos",
   "version": "0.0.12-beta",
-  "lockfileVersion": 2,
+  "lockfileVersion": 1,
   "requires": true,
-  "packages": {
-    "": {
-      "name": "superalgos",
-      "version": "0.0.12-beta",
-      "hasInstallScript": true,
-      "license": "Apache License 2.0",
-      "dependencies": {
-        "@octokit/rest": "^18.11.4",
-        "ccxt": "^1.57.36",
-        "child_process": "^1.0.2",
-        "electron-updater": "^4.3.9",
-        "ethereumjs-common": "^1.5.2",
-        "ethereumjs-tx": "^2.1.2",
-        "ethers": "^5.4.7",
-        "http": "0.0.1-security",
-        "https": "^1.0.0",
-        "ip": "^1.1.5",
-        "lookpath": "^1.2.2",
-        "node-fetch": "^2.6.5",
-        "open": "^8.2.1",
-        "path": "^0.12.7",
-        "simple-git": "^2.46.0",
-        "telegraf": "^4.4.2",
-        "twitter": "^1.7.1",
-        "util": "^0.12.4",
-        "web3": "^1.6.0",
-        "ws": "^8.2.3"
-      },
-      "devDependencies": {
-        "electron": "^15.1.0",
-        "electron-builder": "^22.11.7"
-      }
-    },
-    "node_modules/@develar/schema-utils": {
-      "version": "2.6.5",
-      "resolved": "https://registry.npmjs.org/@develar/schema-utils/-/schema-utils-2.6.5.tgz",
-      "integrity": "sha512-0cp4PsWQ/9avqTVMCtZ+GirikIA36ikvjtHweU4/j8yLtgObI0+JUPhYFScgwlteveGB1rt3Cm8UhN04XayDig==",
-      "dev": true,
-      "dependencies": {
-        "ajv": "^6.12.0",
-        "ajv-keywords": "^3.4.1"
-      },
-      "engines": {
-        "node": ">= 8.9.0"
-      },
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/webpack"
-      }
-    },
-    "node_modules/@electron/get": {
-      "version": "1.13.0",
-      "resolved": "https://registry.npmjs.org/@electron/get/-/get-1.13.0.tgz",
-      "integrity": "sha512-+SjZhRuRo+STTO1Fdhzqnv9D2ZhjxXP6egsJ9kiO8dtP68cDx7dFCwWi64dlMQV7sWcfW1OYCW4wviEBzmRsfQ==",
-      "dev": true,
-      "dependencies": {
-        "debug": "^4.1.1",
-        "env-paths": "^2.2.0",
-        "fs-extra": "^8.1.0",
-        "got": "^9.6.0",
-        "progress": "^2.0.3",
-        "semver": "^6.2.0",
-        "sumchecker": "^3.0.1"
-      },
-      "engines": {
-        "node": ">=8.6"
-      },
-      "optionalDependencies": {
-        "global-agent": "^2.0.2",
-        "global-tunnel-ng": "^2.7.1"
-      }
-    },
-    "node_modules/@electron/universal": {
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-      "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
-      "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
-      "dev": true,
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yargs/node_modules/is-fullwidth-code-point": {
-      "version": "3.0.0",
-      "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-3.0.0.tgz",
-      "integrity": "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg==",
-      "dev": true,
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yargs/node_modules/string-width": {
-      "version": "4.2.3",
-      "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
-      "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
-      "dev": true,
-      "dependencies": {
-        "emoji-regex": "^8.0.0",
-        "is-fullwidth-code-point": "^3.0.0",
-        "strip-ansi": "^6.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yargs/node_modules/strip-ansi": {
-      "version": "6.0.1",
-      "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
-      "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
-      "dev": true,
-      "dependencies": {
-        "ansi-regex": "^5.0.1"
-      },
-      "engines": {
-        "node": ">=8"
-      }
-    },
-    "node_modules/yauzl": {
-      "version": "2.10.0",
-      "resolved": "https://registry.npmjs.org/yauzl/-/yauzl-2.10.0.tgz",
-      "integrity": "sha1-x+sXyT4RLLEIb6bY5R+wZnt5pfk=",
-      "dev": true,
-      "dependencies": {
-        "buffer-crc32": "~0.2.3",
-        "fd-slicer": "~1.1.0"
-      }
-    }
-  },
-  "dependencies": {
     "@develar/schema-utils": {
       "version": "2.6.5",
       "resolved": "https://registry.npmjs.org/@develar/schema-utils/-/schema-utils-2.6.5.tgz",
@@ -8279,8 +388,7 @@
         "ws": {
           "version": "7.4.6",
           "resolved": "https://registry.npmjs.org/ws/-/ws-7.4.6.tgz",
-          "integrity": "sha512-YmhHDO4MzaDLB+M9ym/mDA5z0naX8j7SIlT8f8z+I0VtzsRbekxEutHSme7NPS2qE8StCYQNUnfWdXta/Yu85A==",
-          "requires": {}
+          "integrity": "sha512-YmhHDO4MzaDLB+M9ym/mDA5z0naX8j7SIlT8f8z+I0VtzsRbekxEutHSme7NPS2qE8StCYQNUnfWdXta/Yu85A=="
         }
       }
     },
@@ -8542,8 +650,7 @@
     "@octokit/plugin-request-log": {
       "version": "1.0.4",
       "resolved": "https://registry.npmjs.org/@octokit/plugin-request-log/-/plugin-request-log-1.0.4.tgz",
-      "integrity": "sha512-mLUsMkgP7K/cnFEw07kWqXGF5LKrOkD+lhCrKvPHXWDywAwuDUeDwWBpc69XK3pNX0uKiVt8g5z96PJ6z9xCFA==",
-      "requires": {}
+      "integrity": "sha512-mLUsMkgP7K/cnFEw07kWqXGF5LKrOkD+lhCrKvPHXWDywAwuDUeDwWBpc69XK3pNX0uKiVt8g5z96PJ6z9xCFA=="
     },
     "@octokit/plugin-rest-endpoint-methods": {
       "version": "5.13.0",
@@ -8718,12 +825,6 @@
       "integrity": "sha512-7tFImggNeNBVMsn0vLrpn1H1uPrUBdnARPTpZoitY37ZrdJREzf7I16tMrlK3hen349gr1NYh8CmZQa7CTG6Aw==",
       "dev": true
     },
-    "7zip-bin": {
-      "version": "5.1.1",
-      "resolved": "https://registry.npmjs.org/7zip-bin/-/7zip-bin-5.1.1.tgz",
-      "integrity": "sha512-sAP4LldeWNz0lNzmTird3uWfFDWWTeg6V/MsmyyLR9X1idwKBWIgt/ZvinqQldJm3LecKEs1emkbquO6PCiLVQ==",
-      "dev": true
-    },
     "abort-controller": {
       "version": "3.0.0",
       "resolved": "https://registry.npmjs.org/abort-controller/-/abort-controller-3.0.0.tgz",
@@ -8761,8 +862,7 @@
       "version": "3.5.2",
       "resolved": "https://registry.npmjs.org/ajv-keywords/-/ajv-keywords-3.5.2.tgz",
       "integrity": "sha512-5p6WTN0DdTGVQk6VjcEju19IgaHudalcfabD7yhDGeA6bcQnmL+CpveLJq/3hvfwd1aof6L386Ougkx6RfyMIQ==",
-      "dev": true,
-      "requires": {}
+      "dev": true
     },
     "ansi-align": {
       "version": "3.0.1",
@@ -8835,10 +935,10 @@
       "integrity": "sha512-TsUe7gCdH1cnSknUcqwVRAAxsFxsxcU/BJvnKR8ASzjaZtePW7MU+AEaDVDUURycgYxQ9XeymGjmuQGS32jcbw==",
       "dev": true,
       "requires": {
+        "7zip-bin": "~5.1.1",
         "@develar/schema-utils": "~2.6.5",
         "@electron/universal": "1.0.5",
         "@malept/flatpak-bundler": "^0.4.0",
-        "7zip-bin": "~5.1.1",
         "async-exit-hook": "^2.0.1",
         "bluebird-lst": "^1.0.9",
         "builder-util": "22.13.1",
@@ -9344,9 +1444,9 @@
       "integrity": "sha512-gMdoW9aQbWYxuQ4k4jT4An1BTo/hWzvsdv3pwNz18iNYnqn9j+xMllQOg9CHgfQYKSUd8VuMsZnbCvLO4NltYw==",
       "dev": true,
       "requires": {
+        "7zip-bin": "~5.1.1",
         "@types/debug": "^4.1.6",
         "@types/fs-extra": "^9.0.11",
-        "7zip-bin": "~5.1.1",
         "app-builder-bin": "3.7.1",
         "bluebird-lst": "^1.0.9",
         "builder-util-runtime": "8.8.1",
@@ -10785,6 +2885,11 @@
         }
       }
     },
+    "flexsearch": {
+      "version": "0.7.21",
+      "resolved": "https://registry.npmjs.org/flexsearch/-/flexsearch-0.7.21.tgz",
+      "integrity": "sha512-W7cHV7Hrwjid6lWmy0IhsWDFQboWSng25U3VVywpHOTJnnAZNPScog67G+cVpeX9f7yDD21ih0WDrMMT+JoaYg=="
+    },
     "foreach": {
       "version": "2.0.5",
       "resolved": "https://registry.npmjs.org/foreach/-/foreach-2.0.5.tgz",
@@ -12818,21 +4923,6 @@
       "resolved": "https://registry.npmjs.org/strict-uri-encode/-/strict-uri-encode-1.1.0.tgz",
       "integrity": "sha1-J5siXfHVgrH1TmWt3UNS4Y+qBxM="
     },
-    "string_decoder": {
-      "version": "1.1.1",
-      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
-      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
-      "requires": {
-        "safe-buffer": "~5.1.0"
-      },
-      "dependencies": {
-        "safe-buffer": {
-          "version": "5.1.2",
-          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
-          "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
-        }
-      }
-    },
     "string-width": {
       "version": "2.1.1",
       "resolved": "https://registry.npmjs.org/string-width/-/string-width-2.1.1.tgz",
@@ -12862,6 +4952,21 @@
         "define-properties": "^1.1.3"
       }
     },
+    "string_decoder": {
+      "version": "1.1.1",
+      "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.1.1.tgz",
+      "integrity": "sha512-n/ShnvDi6FHbbVfviro+WojiFzv+s8MPMHBczVePfUpDJLwoLT0ht1l4YwBCbi8pJAveEEdnkHyPyTP/mzRfwg==",
+      "requires": {
+        "safe-buffer": "~5.1.0"
+      },
+      "dependencies": {
+        "safe-buffer": {
+          "version": "5.1.2",
+          "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.1.2.tgz",
+          "integrity": "sha512-Gd2UZBJDkXlY7GbJxfsE8/nvKkUEU1G38c1siN6QP6a9PT9MmHB8GnpscSmMJSoF8LOIrt8ud/wPtojys4G6+g=="
+        }
+      }
+    },
     "strip-ansi": {
       "version": "4.0.0",
       "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-4.0.0.tgz",
@@ -13928,8 +6033,7 @@
     "ws": {
       "version": "8.2.3",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.2.3.tgz",
-      "integrity": "sha512-wBuoj1BDpC6ZQ1B7DWQBYVLphPWkm8i9Y0/3YdHjHKHiohOJ1ws+3OccDWtH+PoC9DZD5WOTrJvNbWvjS6JWaA==",
-      "requires": {}
+      "integrity": "sha512-wBuoj1BDpC6ZQ1B7DWQBYVLphPWkm8i9Y0/3YdHjHKHiohOJ1ws+3OccDWtH+PoC9DZD5WOTrJvNbWvjS6JWaA=="
     },
     "xdg-basedir": {
       "version": "4.0.0",
diff --git a/package.json b/package.json
index 078b30667..58550af44 100644
--- a/package.json
+++ b/package.json
@@ -21,6 +21,7 @@
     "ethereumjs-common": "^1.5.2",
     "ethereumjs-tx": "^2.1.2",
     "ethers": "^5.4.7",
+    "flexsearch": "^0.7.21",
     "http": "0.0.1-security",
     "https": "^1.0.0",
     "ip": "^1.1.5",

From 0f0e3e61a1a81bce70dd8b65f9c8d729f9311fe0 Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Wed, 3 Nov 2021 12:05:51 +0200
Subject: [PATCH 2/6] some refactoring, removed old implementation

---
 .../UI/Spaces/Docs-Space/SearchEngine.js      | 165 +++-------------
 .../UI/Spaces/Docs-Space/SearchResultsPage.js | 187 ------------------
 2 files changed, 29 insertions(+), 323 deletions(-)

diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
index 348fc9b66..c93df4b6c 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
@@ -16,13 +16,6 @@ function newFoundationsDocsSearchEngine() {
             worker: true,
             encoder: "extra",
             tokenize: "full",
-            // boost: function (words, term, index) {
-            //     let factor = 0;
-            //     for (let i = 0; i < words.length; i++) {
-            //         if (words[i] === term) factor++;
-            //     }
-            //     return factor || 1;
-            // },
             document: {
                 index: [
                     "docsSchemaDocument:type",
@@ -33,10 +26,6 @@ function newFoundationsDocsSearchEngine() {
         })
     }
 
-    function boostFunction() {
-        console.log('boooost')
-        return 1
-    }
 
     function finalize() {
         thisObject.docsIndex = undefined
@@ -110,6 +99,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsConceptSchema[i],
                         category: 'Concept',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsConceptSchema[i])
                     }
 
@@ -126,6 +116,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsTopicSchema[i],
                         category: 'Topic',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsTopicSchema[i])
                     }
                     thisObject.documentIndex.add(documentIndex)
@@ -141,6 +132,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsTutorialSchema[i],
                         category: 'Tutorial',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsTutorialSchema[i])
                     }
                     thisObject.documentIndex.add(documentIndex)
@@ -156,6 +148,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsReviewSchema[i],
                         category: 'Review',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsReviewSchema[i])
                     }
                     thisObject.documentIndex.add(documentIndex)
@@ -171,6 +164,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.docsBookSchema[i],
                         category: 'Book',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.docsBookSchema[i])
                     }
                     thisObject.documentIndex.add(documentIndex)
@@ -187,6 +181,7 @@ function newFoundationsDocsSearchEngine() {
                         docsSchemaDocument: SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema[i],
                         category: 'Workspace',
                         project: project,
+                        // We are creating a single field containing the definition and paragraphs concatenated, leveraging the search logic to the algorithm
                         text: extractTextContentFromSchemaDocs(SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema[i])
                     }
                     thisObject.documentIndex.add(documentIndex)
@@ -210,35 +205,39 @@ function newFoundationsDocsSearchEngine() {
                 return
             }
 
-            let text = undefined
+            let textField = ''
 
             if (docsSchemaDocument.topic !== undefined) {
-                text = docsSchemaDocument.topic
+                let paragraph = {text: docsSchemaDocument.topic}
+                appendToTextField(paragraph.text)
             }
             if (docsSchemaDocument.tutorial !== undefined) {
-                text = docsSchemaDocument.tutorial
-
+                let paragraph = {text: docsSchemaDocument.tutorial}
+                appendToTextField(paragraph.text)
             }
             if (docsSchemaDocument.review !== undefined) {
-                text = docsSchemaDocument.review
+                let paragraph = {text: docsSchemaDocument.review}
+                appendToTextField(paragraph.text)
             }
             if (docsSchemaDocument.type !== undefined) {
-                text = docsSchemaDocument.type
-
+                let paragraph = {text: docsSchemaDocument.type}
+                appendToTextField(paragraph.text)
             }
             if (docsSchemaDocument.definition !== undefined) {
-                text = docsSchemaDocument.definition.text
-                //TODO: index translations of the definitions as well, export as a Paragraph as in the original impl
+                let paragraph = {
+                    text: docsSchemaDocument.definition,
+                    translations: docsSchemaDocument.definition.translations
+                }
+                appendToTextField(paragraph.text)
+                indexAllTranslations(paragraph)
             }
 
-            // Appending everything to text field, no need to index it separately for this implementation
-
-
             if (docsSchemaDocument.paragraphs !== undefined) {
                 for (let k = 0; k < docsSchemaDocument.paragraphs.length; k++) {
                     let paragraph = docsSchemaDocument.paragraphs[k]
-                    text += ' '
-                    text += paragraph.text
+
+                    appendToTextField(' ')
+                    appendToTextField(paragraph.text)
                     indexAllTranslations(paragraph)
                 }
             }
@@ -250,126 +249,20 @@ function newFoundationsDocsSearchEngine() {
                 }
                 for (let j = 0; j < paragraph.translations.length; j++) {
                     let translation = paragraph.translations[j]
-                    text += ' '
-                    text += translation.text
+                    appendToTextField(' ')
+                    appendToTextField(translation.text)
                 }
             }
 
-            function appendToText(textToAppend) {
-                text += textToAppend
+            function appendToTextField(textToAppend) {
+                textField += textToAppend
             }
 
-            return text
+            return textField
         }
 
 
-        function indexDocument(documentIndex) {
 
-            if (documentIndex.docsSchemaDocument === undefined) {
-                return
-            }
-
-            if (documentIndex.docsSchemaDocument.topic !== undefined) {
-                let paragraph = {
-                    style: 'Topic',
-                    text: documentIndex.docsSchemaDocument.topic
-                }
-                indexParagraph(paragraph)
-            }
-            if (documentIndex.docsSchemaDocument.tutorial !== undefined) {
-                let paragraph = {
-                    style: 'Tutorial',
-                    text: documentIndex.docsSchemaDocument.tutorial
-                }
-                indexParagraph(paragraph)
-            }
-            if (documentIndex.docsSchemaDocument.review !== undefined) {
-                let paragraph = {
-                    style: 'Review',
-                    text: documentIndex.docsSchemaDocument.review
-                }
-                indexParagraph(paragraph)
-            }
-            if (documentIndex.docsSchemaDocument.type !== undefined) {
-                let paragraph = {
-                    style: 'Type',
-                    text: documentIndex.docsSchemaDocument.type
-                }
-                indexParagraph(paragraph)
-            }
-            if (documentIndex.docsSchemaDocument.definition !== undefined) {
-                let paragraph = {
-                    style: 'Definition',
-                    text: documentIndex.docsSchemaDocument.definition.text,
-                    translations: documentIndex.docsSchemaDocument.definition.translations
-                }
-                indexParagraph(paragraph)
-                indexAllTranslations(paragraph)
-            }
-            if (documentIndex.docsSchemaDocument.paragraphs !== undefined) {
-                for (let k = 0; k < documentIndex.docsSchemaDocument.paragraphs.length; k++) {
-                    let paragraph = documentIndex.docsSchemaDocument.paragraphs[k]
-                    indexParagraph(paragraph)
-                    indexAllTranslations(paragraph)
-                }
-            }
-
-            function indexAllTranslations(paragraph) {
-                if (paragraph.translations === undefined) {
-                    return
-                }
-                for (i = 0; i < paragraph.translations.length; i++) {
-                    let translation = paragraph.translations[i]
-                    translation.style = paragraph.style
-                    indexParagraph(translation)
-                }
-            }
-
-            function indexParagraph(paragraph) {
-                if (paragraph.text === undefined) {
-                    return
-                }
-                if (paragraph.style === undefined) {
-                    return
-                }
-
-                let text = paragraph.text.toLowerCase()
-                let style = paragraph.style.toLowerCase()
-                let stylePhraseCount = documentIndex.phraseCount[style]
-
-                if (stylePhraseCount === undefined) {
-                    stylePhraseCount = new Map()
-                    documentIndex.phraseCount[style] = stylePhraseCount
-                }
-
-                text = UI.projects.foundations.utilities.strings.replaceSpecialCharactersForSpaces(text)
-
-                let splittedText = text.split(' ')
-
-                for (n = 0; n < splittedText.length; n++) {
-                    let phrase = ''
-                    for (let m = 0; m < 10; m++) {
-                        let word = splittedText[n + m]
-                        if (word !== undefined) {
-                            if (m === 0) {
-                                phrase = phrase + word
-                            } else {
-                                phrase = phrase + ' ' + word
-                            }
-                            let key = UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(phrase)
-
-                            let thisPhraseCount = stylePhraseCount.get(key)
-                            if (thisPhraseCount === undefined) {
-                                thisPhraseCount = 0
-                            }
-                            thisPhraseCount++
-
-                            stylePhraseCount.set(key, thisPhraseCount)
-                        }
-                    }
-                }
-            }
-        }
     }
 
     function setUpWorkspaceSchemas() {
diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
index cc5f3ab7a..318068271 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
@@ -20,7 +20,6 @@ function newFoundationsDocsSearchResultsPage() {
         let index = UI.projects.education.spaces.docsSpace.searchEngine.documentIndex
         let resultsArray = []
         let initialTime = new Date()
-        // buildResultsArray()
 
 
         let searchByType = index.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
@@ -50,192 +49,6 @@ function newFoundationsDocsSearchResultsPage() {
             }
         )
 
-        function buildResultsArray() {
-            for (let i = 0; i < UI.projects.education.spaces.docsSpace.searchEngine.docsIndex.length; i++) {
-                let documentIndex = UI.projects.education.spaces.docsSpace.searchEngine.docsIndex[i]
-                let documentPoints = 0
-
-                for (const style in documentIndex.phraseCount) {
-                    let key = UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase())
-                    let thisPhraseCount = documentIndex.phraseCount[style].get(key)
-                    if (thisPhraseCount === undefined) {
-                        thisPhraseCount = 0
-                    }
-
-                    if (documentIndex.docsSchemaDocument.type !== undefined) {
-                        if (key === UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(documentIndex.docsSchemaDocument.type.toLowerCase())) {
-                            documentPoints = documentPoints + thisPhraseCount * 100
-                        }
-                    }
-                    if (documentIndex.docsSchemaDocument.topic !== undefined) {
-                        if (key === UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(documentIndex.docsSchemaDocument.topic.toLowerCase())) {
-                            documentPoints = documentPoints + thisPhraseCount * 200
-                        }
-                    }
-                    if (documentIndex.docsSchemaDocument.tutorial !== undefined) {
-                        if (key === UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(documentIndex.docsSchemaDocument.tutorial.toLowerCase())) {
-                            documentPoints = documentPoints + thisPhraseCount * 200
-                        }
-                    }
-                    if (documentIndex.docsSchemaDocument.review !== undefined) {
-                        if (key === UI.projects.foundations.utilities.strings.cleanTextOfCommonWordEndings(documentIndex.docsSchemaDocument.review.toLowerCase())) {
-                            documentPoints = documentPoints + thisPhraseCount * 200
-                        }
-                    }
-
-                    switch (style) {
-                        case 'topic': {
-                            documentPoints = documentPoints + thisPhraseCount * 100
-                            break
-                        }
-                        case 'tutorial': {
-                            documentPoints = documentPoints + thisPhraseCount * 100
-                            break
-                        }
-                        case 'review': {
-                            documentPoints = documentPoints + thisPhraseCount * 100
-                            break
-                        }
-                        case 'type': {
-                            documentPoints = documentPoints + thisPhraseCount * 50
-                            break
-                        }
-                        case 'definition': {
-                            documentPoints = documentPoints + thisPhraseCount * 9
-                            break
-                        }
-                        case 'title': {
-                            documentPoints = documentPoints + thisPhraseCount * 10
-                            break
-                        }
-                        case 'subtitle': {
-                            documentPoints = documentPoints + thisPhraseCount * 8
-                            break
-                        }
-                        case 'text': {
-                            documentPoints = documentPoints + thisPhraseCount * 2
-                            break
-                        }
-                        case 'list': {
-                            documentPoints = documentPoints + thisPhraseCount * 2
-                            break
-                        }
-                        case 'note': {
-                            documentPoints = documentPoints + thisPhraseCount * 4
-                            break
-                        }
-                        case 'warning': {
-                            documentPoints = documentPoints + thisPhraseCount * 6
-                            break
-                        }
-                        case 'error': {
-                            documentPoints = documentPoints + thisPhraseCount * 6
-                            break
-                        }
-                        case 'important': {
-                            documentPoints = documentPoints + thisPhraseCount * 7
-                            break
-                        }
-                        case 'success': {
-                            documentPoints = documentPoints + thisPhraseCount * 5
-                            break
-                        }
-                        case 'callout': {
-                            documentPoints = documentPoints + thisPhraseCount * 5
-                            break
-                        }
-                        case 'summary': {
-                            documentPoints = documentPoints + thisPhraseCount * 6
-                            break
-                        }
-                        case 'section': {
-                            documentPoints = documentPoints + thisPhraseCount * 8
-                            break
-                        }
-                        case 'table': {
-                            documentPoints = documentPoints + thisPhraseCount * 3
-                            break
-                        }
-                        case 'hierarchy': {
-                            documentPoints = documentPoints + thisPhraseCount * 3
-                            break
-                        }
-                        case 'json': {
-                            documentPoints = documentPoints + thisPhraseCount * 2
-                            break
-                        }
-                        case 'javascript': {
-                            documentPoints = documentPoints + thisPhraseCount * 2
-                            break
-                        }
-                        case 'gif': {
-                            documentPoints = documentPoints + thisPhraseCount * 1
-                            break
-                        }
-                        case 'png': {
-                            documentPoints = documentPoints + thisPhraseCount * 1
-                            break
-                        }
-                        case 'anchor': {
-                            documentPoints = documentPoints + thisPhraseCount * 0
-                            break
-                        }
-                        case 'block': {
-                            documentPoints = documentPoints + thisPhraseCount * 0
-                            break
-                        }
-                        case 'include': {
-                            documentPoints = documentPoints + thisPhraseCount * 0
-                            break
-                        }
-                        case 'placeholder': {
-                            documentPoints = documentPoints + thisPhraseCount * 0
-                            break
-                        }
-                        case 'link': {
-                            documentPoints = documentPoints + thisPhraseCount * 1
-                            break
-                        }
-                        case 'youtube': {
-                            documentPoints = documentPoints + thisPhraseCount * 1
-                            break
-                        }
-                        case 'chapter': {
-                            documentPoints = documentPoints + thisPhraseCount * 8
-                            break
-                        }
-                    }
-                }
-
-                if (documentPoints === 0) {
-                    continue
-                } // No matches anywhere
-
-                let result = {
-                    documentIndex: documentIndex,
-                    documentPoints: documentPoints
-                }
-                let added = false
-
-                if (resultsArray.length === 0) {
-                    resultsArray.push(result)
-                    added = true
-                } else {
-                    for (let j = 0; j < resultsArray.length; j++) {
-                        let thisResult = resultsArray[j]
-                        if (result.documentPoints > thisResult.documentPoints) {
-                            resultsArray.splice(j, 0, result)
-                            added = true
-                            break
-                        }
-                    }
-                }
-                if (added === false) {
-                    resultsArray.push(result)
-                }
-            }
-        }
-
         function buildHTML() {
             const tabs = ['All', 'Nodes', 'Concepts', 'Topics', 'Tutorials', 'Reviews', 'Books', 'Workspace']
             let HTML = ''

From a3daa13011b59c6f898e5803c7198c760b792dfc Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Wed, 3 Nov 2021 18:44:59 +0200
Subject: [PATCH 3/6] fixed searching in workspace

---
 Desktop/UI/Globals.js                                  | 10 +++-------
 .../Education/UI/Spaces/Docs-Space/SearchEngine.js     |  5 ++---
 .../UI/Spaces/Docs-Space/SearchResultsPage.js          |  6 +++---
 3 files changed, 8 insertions(+), 13 deletions(-)

diff --git a/Desktop/UI/Globals.js b/Desktop/UI/Globals.js
index 4fcff6c27..4599bca36 100644
--- a/Desktop/UI/Globals.js
+++ b/Desktop/UI/Globals.js
@@ -1,4 +1,4 @@
-
+/* Root object*/
 /* Root objects*/
 let UI = {
     projects: {},
@@ -7,14 +7,10 @@ let UI = {
     running: {}
 }
 
-let SA = {
-    projects: {} ,
-    nodeModules: {
-        flexSearch: require("flexsearch")
-    }
-}
+let SA = { projects: {} }
 /*
 We will use this to load functions originally intended for Nodejs
 */
 let exports = {}
 
+
diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
index c93df4b6c..1cb378839 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
@@ -14,7 +14,7 @@ function newFoundationsDocsSearchEngine() {
         thisObject.documentIndex = new FlexSearch.Document({
             preset: "performance",
             worker: true,
-            encoder: "extra",
+            encoder: "advanced",
             tokenize: "full",
             document: {
                 index: [
@@ -225,7 +225,7 @@ function newFoundationsDocsSearchEngine() {
             }
             if (docsSchemaDocument.definition !== undefined) {
                 let paragraph = {
-                    text: docsSchemaDocument.definition,
+                    text: docsSchemaDocument.definition.text,
                     translations: docsSchemaDocument.definition.translations
                 }
                 appendToTextField(paragraph.text)
@@ -262,7 +262,6 @@ function newFoundationsDocsSearchEngine() {
         }
 
 
-
     }
 
     function setUpWorkspaceSchemas() {
diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
index 318068271..26f858713 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchResultsPage.js
@@ -17,17 +17,17 @@ function newFoundationsDocsSearchResultsPage() {
 
     function render() {
 
-        let index = UI.projects.education.spaces.docsSpace.searchEngine.documentIndex
+        let docIndex = UI.projects.education.spaces.docsSpace.searchEngine.documentIndex
         let resultsArray = []
         let initialTime = new Date()
 
 
-        let searchByType = index.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
+        let searchByType = docIndex.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
             pluck: 'docsSchemaDocument:type',
             enrich: true,
             limit: 10000
         })
-        let searchByText = index.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
+        let searchByText = docIndex.search(UI.projects.education.spaces.docsSpace.commandInterface.command.toLowerCase(), {
             pluck: 'text',
             enrich: true,
             limit: 10000

From 454045781a861267f97758ef977d4e2b8f1543ba Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Thu, 4 Nov 2021 00:59:45 +0200
Subject: [PATCH 4/6] added the workspace node into the workspace schema

---
 .../UI/Spaces/Docs-Space/SearchEngine.js      | 87 +++++++++++--------
 1 file changed, 51 insertions(+), 36 deletions(-)

diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
index 1cb378839..e91484d79 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
@@ -268,7 +268,8 @@ function newFoundationsDocsSearchEngine() {
         /*
         We will scan the whole workspace and create an array with all of its nodes.
         */
-        let rootNodes = UI.projects.foundations.spaces.designSpace.workspace.workspaceNode.rootNodes
+        let workspaceNode = UI.projects.foundations.spaces.designSpace.workspace.workspaceNode
+        let rootNodes = workspaceNode.rootNodes
         let allNodesFound = []
         for (let i = 0; i < rootNodes.length; i++) {
             let rootNode = rootNodes[i]
@@ -277,6 +278,7 @@ function newFoundationsDocsSearchEngine() {
                 allNodesFound = allNodesFound.concat(nodeArray)
             }
         }
+
         /*
         We will create a document for each node, so that can later be indexed into the search engine.
         */
@@ -289,45 +291,58 @@ function newFoundationsDocsSearchEngine() {
                 let node = allNodesFound[i]
 
                 if (node.project === project) {
-                    let nodeNameTypePath = UI.projects.visualScripting.utilities.hierarchy.getNodeNameTypePath(node)
-
-                    let docsSchemaDocument = {
-                        nodeId: node.id,
-                        nodeNameTypePath: nodeNameTypePath,
-                        type: node.type,
-                        definition: {text: node.name},
-                        paragraphs: []
-                    }
-                    if (node.config !== undefined) {
-                        let paragraph
-                        paragraph = {
-                            style: "Title",
-                            text: "Config"
-                        }
-                        docsSchemaDocument.paragraphs.push(paragraph)
-                        paragraph = {
-                            style: "Json",
-                            text: node.config
-                        }
-                        docsSchemaDocument.paragraphs.push(paragraph)
-                    }
-                    if (node.code !== undefined) {
-                        let paragraph
-                        paragraph = {
-                            style: "Title",
-                            text: "Code"
-                        }
-                        docsSchemaDocument.paragraphs.push(paragraph)
-                        paragraph = {
-                            style: "Javascript",
-                            text: node.code
-                        }
-                        docsSchemaDocument.paragraphs.push(paragraph)
-                    }
+                    let docsSchemaDocument = createDocsSchemaDocument(node)
                     SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema.push(docsSchemaDocument)
                     SCHEMAS_BY_PROJECT.get(project).map.workspaceSchema.set(node.id, docsSchemaDocument)
                 }
+
             }
+            //Ugly hack to insert also the workspace node itself into the list to be indexed later on
+            if (project === 'Foundations') {
+                let docsSchemaDocument =  createDocsSchemaDocument(workspaceNode)
+                SCHEMAS_BY_PROJECT.get(project).array.workspaceSchema.push(docsSchemaDocument)
+                SCHEMAS_BY_PROJECT.get(project).map.workspaceSchema.set(workspaceNode.id, docsSchemaDocument)
+            }
+        }
+
+        function createDocsSchemaDocument(node) {
+            let nodeNameTypePath = UI.projects.visualScripting.utilities.hierarchy.getNodeNameTypePath(node)
+
+            let docsSchemaDocument = {
+                nodeId: node.id,
+                nodeNameTypePath: nodeNameTypePath,
+                type: node.type,
+                definition: {text: node.name},
+                paragraphs: []
+            }
+            if (node.config !== undefined) {
+                let paragraph
+                paragraph = {
+                    style: "Title",
+                    text: "Config"
+                }
+                docsSchemaDocument.paragraphs.push(paragraph)
+                paragraph = {
+                    style: "Json",
+                    text: node.config
+                }
+                docsSchemaDocument.paragraphs.push(paragraph)
+            }
+            if (node.code !== undefined) {
+                let paragraph
+                paragraph = {
+                    style: "Title",
+                    text: "Code"
+                }
+                docsSchemaDocument.paragraphs.push(paragraph)
+                paragraph = {
+                    style: "Javascript",
+                    text: node.code
+                }
+                docsSchemaDocument.paragraphs.push(paragraph)
+            }
+
+            return docsSchemaDocument
         }
     }
 }
\ No newline at end of file

From ec3410dc00a5774c179082735e573d2afd8cd5ec Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Thu, 4 Nov 2021 12:24:17 +0200
Subject: [PATCH 5/6] some small adjusments to the index creation

---
 Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
index e91484d79..89314df1e 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/SearchEngine.js
@@ -15,7 +15,7 @@ function newFoundationsDocsSearchEngine() {
             preset: "performance",
             worker: true,
             encoder: "advanced",
-            tokenize: "full",
+            tokenize: "forward",
             document: {
                 index: [
                     "docsSchemaDocument:type",
@@ -228,6 +228,7 @@ function newFoundationsDocsSearchEngine() {
                     text: docsSchemaDocument.definition.text,
                     translations: docsSchemaDocument.definition.translations
                 }
+                appendToTextField(' ')
                 appendToTextField(paragraph.text)
                 indexAllTranslations(paragraph)
             }

From 5121e036a5cf1dd15bace1e1dc882b4c3c08f6d3 Mon Sep 17 00:00:00 2001
From: Alexandru Stefan <stefan.i.alexandru@gmail.com>
Date: Thu, 4 Nov 2021 12:31:24 +0200
Subject: [PATCH 6/6] removed unused node dep; fixed DocumentPage.js error on
 image not available while loading the page

---
 PlatformRoot.js                               |   3 +-
 .../UI/Spaces/Docs-Space/DocumentPage.js      | 138 +++++++++++++-----
 package.json                                  |   1 -
 3 files changed, 101 insertions(+), 41 deletions(-)

diff --git a/PlatformRoot.js b/PlatformRoot.js
index f05059aa7..70a0a2310 100644
--- a/PlatformRoot.js
+++ b/PlatformRoot.js
@@ -52,8 +52,7 @@ SA.nodeModules = {
     simpleGit: require('simple-git'),
     lookpath: require('lookpath'),
     process: require('process'),
-    childProcess: require('child_process'),
-    flexSearch: require("flexsearch")
+    childProcess: require('child_process')
 
 }
 /*
diff --git a/Projects/Education/UI/Spaces/Docs-Space/DocumentPage.js b/Projects/Education/UI/Spaces/Docs-Space/DocumentPage.js
index 358bc9259..5dd9e4a29 100644
--- a/Projects/Education/UI/Spaces/Docs-Space/DocumentPage.js
+++ b/Projects/Education/UI/Spaces/Docs-Space/DocumentPage.js
@@ -68,7 +68,7 @@ function newFoundationsDocsDocumentPage() {
                 let template = {
                     updated: true,
                     type: UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.type,
-                    definition: { text: "Write the definition for this " + UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.category + "." },
+                    definition: {text: "Write the definition for this " + UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.category + "."},
                     paragraphs: [
                         {
                             style: "Text",
@@ -119,7 +119,9 @@ function newFoundationsDocsDocumentPage() {
             if (UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.nodeId !== undefined) {
                 node = await UI.projects.foundations.spaces.designSpace.workspace.getNodeById(UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.nodeId)
             }
-            if (node === undefined) { return }
+            if (node === undefined) {
+                return
+            }
 
             node.payload.floatingObject.unCollapseParent()
             setTimeout(positionAtNode, 0000, node)
@@ -147,7 +149,7 @@ function newFoundationsDocsDocumentPage() {
 
             /* Title */
             let titleLabel = thisObject.docsSchemaDocument.type
-            HTML = HTML + '<div id="docs-main-title-div" class="docs-title-table"><div class="docs-table-cell"><h2 class="docs-h2" id="' + UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.type.toLowerCase().replace(' ', '-') + '" > '  + titleLabel + '</h2></div><div id="projectImageDiv" class="docs-image-container"/></div></div>'
+            HTML = HTML + '<div id="docs-main-title-div" class="docs-title-table"><div class="docs-table-cell"><h2 class="docs-h2" id="' + UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.type.toLowerCase().replace(' ', '-') + '" > ' + titleLabel + '</h2></div><div id="projectImageDiv" class="docs-image-container"/></div></div>'
 
             if (thisObject.docsSchemaDocument.deleted === true) {
                 let key = 'auto-generated-flag-paragraph'
@@ -563,7 +565,8 @@ function newFoundationsDocsDocumentPage() {
                             includedSchemaDocument = SCHEMAS_BY_PROJECT.get(project).map.docsBookSchema.get(type)
                             break
                         }
-                        default: return 'Category (' + category + ') is not valid. Use Node, Concept, Topic, Review or Book instead.'
+                        default:
+                            return 'Category (' + category + ') is not valid. Use Node, Concept, Topic, Review or Book instead.'
                     }
                     if (includedSchemaDocument === undefined) {
                         return category + ' document ' + type + ' not found at project ' + project
@@ -642,7 +645,6 @@ function newFoundationsDocsDocumentPage() {
                     let introText = splittedChapterText[4]
 
 
-
                     if (project === undefined || category === undefined || chapterNumber === undefined || chapterName === undefined) {
                         return 'Chapter paragraph style Syntax Error. Some of the required parameters are undefined. Check the Docs Chapter Style Syntax. This error message will disappear as soon as you fix the problem.'
                     }
@@ -843,15 +845,20 @@ function newFoundationsDocsDocumentPage() {
                 function addProjectImage() {
                     let imageName = UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.project.toLowerCase().replaceAll(' ', '-')
                     let imageElement = UI.projects.foundations.spaces.designSpace.getIconByProjectAndName(UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.project, imageName)
-                    imageElement.width = "50"
-                    imageElement.height = "50"
+                    if (imageElement !== undefined) {
+                        imageElement.width = "50"
+                        imageElement.height = "50"
 
-                    let projectImageDiv = document.getElementById('projectImageDiv')
-                    projectImageDiv.appendChild(imageElement)
+
+                        let projectImageDiv = document.getElementById('projectImageDiv')
+                        projectImageDiv.appendChild(imageElement)
+                    }
                 }
 
                 function addMenuItemsImages() {
-                    if (appSchemaDocument === undefined || appSchemaDocument.menuItems === undefined) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.menuItems === undefined) {
+                        return
+                    }
                     for (let i = 0; i < appSchemaDocument.menuItems.length; i++) {
                         let menuItem = appSchemaDocument.menuItems[i]
                         let collectionImage = getIcon(appSchemaDocument.menuItems[i].relatedUiObjectProject, appSchemaDocument.menuItems[i].actionProject)
@@ -867,7 +874,7 @@ function newFoundationsDocsDocumentPage() {
                         parentElement.replaceChild(imageElement, dummyImage)
 
                         function getIcon(relatedUiObjectProject, actionProject) {
-                            let project 
+                            let project
                             if (menuItem.relatedUiObject !== undefined) {
                                 if (relatedUiObjectProject !== undefined) {
                                     project = relatedUiObjectProject
@@ -892,7 +899,9 @@ function newFoundationsDocsDocumentPage() {
                 }
 
                 function addChildrenNodesPropertiesImages() {
-                    if (appSchemaDocument === undefined || appSchemaDocument.childrenNodesProperties === undefined) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.childrenNodesProperties === undefined) {
+                        return
+                    }
                     for (let i = 0; i < appSchemaDocument.childrenNodesProperties.length; i++) {
                         let childrenNodesProperty = appSchemaDocument.childrenNodesProperties[i]
                         let collectionImage = getIcon()
@@ -918,7 +927,9 @@ function newFoundationsDocsDocumentPage() {
                 }
 
                 function addAttachingAndReferencingRulesImages() {
-                    if (appSchemaDocument === undefined) { return }
+                    if (appSchemaDocument === undefined) {
+                        return
+                    }
 
                     if (appSchemaDocument.attachingRules !== undefined) {
                         if (appSchemaDocument.attachingRules.compatibleTypes !== undefined) {
@@ -944,10 +955,14 @@ function newFoundationsDocsDocumentPage() {
                     function imageForTheseNodes(nodeList, additionToKey) {
                         for (let i = 0; i < nodeList.length; i++) {
                             let listItem = nodeList[i]
-                            if (listItem === "") { continue }
+                            if (listItem === "") {
+                                continue
+                            }
 
                             let collectionImage = getIcon()
-                            if (collectionImage === undefined) { continue }
+                            if (collectionImage === undefined) {
+                                continue
+                            }
                             let imageElement = collectionImage.cloneNode()
 
                             imageElement.className = "docs-collapsible-image"
@@ -971,9 +986,13 @@ function newFoundationsDocsDocumentPage() {
                 }
 
                 function addConfigurationImages() {
-                    if (appSchemaDocument === undefined) { return }
+                    if (appSchemaDocument === undefined) {
+                        return
+                    }
                     let configImageElementArray = document.getElementsByClassName('docs-configuration-property-image')
-                    if (configImageElementArray === undefined) { return }
+                    if (configImageElementArray === undefined) {
+                        return
+                    }
 
                     /* 
                     We need to create our own array otherwise while replacing the childElement
@@ -1014,7 +1033,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || appSchemaDocument.menuItems === undefined || appSchemaDocument.menuItems.length === 0) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.menuItems === undefined || appSchemaDocument.menuItems.length === 0) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Title",
@@ -1054,7 +1075,8 @@ function newFoundationsDocsDocumentPage() {
                     }
                     paragraph = {
                         style: "Success",
-                        text: "When a menu item is grayed out, it means that " + appSchemaDocument.type + " already has the required child type that the menu item may add, and only that child is allowed for that case. "                    }
+                        text: "When a menu item is grayed out, it means that " + appSchemaDocument.type + " already has the required child type that the menu item may add, and only that child is allowed for that case. "
+                    }
                     renderParagraph(paragraph, key)
                     autoGeneratedParagraphIndex++
                 }
@@ -1066,7 +1088,9 @@ function newFoundationsDocsDocumentPage() {
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
 
-                    if (appSchemaDocument === undefined || appSchemaDocument.childrenNodesProperties === undefined || appSchemaDocument.childrenNodesProperties.length === 0) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.childrenNodesProperties === undefined || appSchemaDocument.childrenNodesProperties.length === 0) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Title",
@@ -1114,7 +1138,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || (appSchemaDocument.attachingRules === undefined && appSchemaDocument.referencingRules === undefined)) { return }
+                    if (appSchemaDocument === undefined || (appSchemaDocument.attachingRules === undefined && appSchemaDocument.referencingRules === undefined)) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Title",
@@ -1157,7 +1183,9 @@ function newFoundationsDocsDocumentPage() {
                     function listAllTheseNodes(nodeList, additionToKey) {
                         for (let i = 0; i < nodeList.length; i++) {
                             let listItem = nodeList[i]
-                            if (listItem === "") { continue }
+                            if (listItem === "") {
+                                continue
+                            }
                             HTML = HTML + '<button id="docs-' + additionToKey + '-' + i + '" type="button" class="docs-non-collapsible-element"><img>' + UI.projects.education.utilities.docs.addToolTips(listItem, UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.type) + '</button>'
                         }
                     }
@@ -1169,7 +1197,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || (appSchemaDocument.referencingRules === undefined && appSchemaDocument.referencingRules === undefined)) { return }
+                    if (appSchemaDocument === undefined || (appSchemaDocument.referencingRules === undefined && appSchemaDocument.referencingRules === undefined)) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Title",
@@ -1212,7 +1242,9 @@ function newFoundationsDocsDocumentPage() {
                     function listAllTheseNodes(nodeList, additionToKey) {
                         for (let i = 0; i < nodeList.length; i++) {
                             let listItem = nodeList[i]
-                            if (listItem === "") { continue }
+                            if (listItem === "") {
+                                continue
+                            }
                             HTML = HTML + '<button id="docs-' + additionToKey + '-' + i + '" type="button" class="docs-non-collapsible-element"><img>' + UI.projects.education.utilities.docs.addToolTips(listItem, UI.projects.education.spaces.docsSpace.currentDocumentBeingRendered.type) + '</button>'
                         }
                     }
@@ -1224,7 +1256,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.config !== true) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.config !== true) {
+                        return
+                    }
                     paragraph = {
                         style: "Subtitle",
                         text: "Initial Values"
@@ -1232,7 +1266,9 @@ function newFoundationsDocsDocumentPage() {
                     renderParagraph(paragraph, key)
                     autoGeneratedParagraphIndex++
 
-                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.config === undefined) { return }
+                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.config === undefined) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Text",
@@ -1296,6 +1332,7 @@ function newFoundationsDocsDocumentPage() {
                     }
                     /* Third Step: we will display the list of properties and the sample values */
                     propertyMap.forEach(displayProperty)
+
                     function displayProperty(valueArray, mapKey, map) {
 
                         let name = UI.projects.foundations.utilities.strings.fromCamelCaseToUpperWithSpaces(mapKey)
@@ -1324,7 +1361,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.code !== true) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.code !== true) {
+                        return
+                    }
                     paragraph = {
                         style: "Title",
                         text: "" + appSchemaDocument.type + " Code"
@@ -1338,7 +1377,9 @@ function newFoundationsDocsDocumentPage() {
                     renderParagraph(paragraph, key)
                     autoGeneratedParagraphIndex++
 
-                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.code === undefined) { return }
+                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.code === undefined) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Subtitle",
@@ -1398,8 +1439,11 @@ function newFoundationsDocsDocumentPage() {
                     /* Third Step: we will display the list of properties and the sample values */
                     let exampleCounter = 1
                     codeMap.forEach(displayProperty)
+
                     function displayProperty(code, mapKey, map) {
-                        if (exampleCounter > 10) { return }
+                        if (exampleCounter > 10) {
+                            return
+                        }
                         HTML = HTML + '<button id="docs-code-example-' + exampleCounter + '" type="button" class="docs-collapsible-element">' + 'Example #' + exampleCounter + '</button>'
                         HTML = HTML + '<div class="docs-collapsible-code-content">'
                         exampleCounter++
@@ -1420,7 +1464,9 @@ function newFoundationsDocsDocumentPage() {
                     */
                     let paragraph
                     let key = 'auto-generated-paragraph-' + autoGeneratedParagraphIndex
-                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.formula !== true) { return }
+                    if (appSchemaDocument === undefined || appSchemaDocument.editors === undefined || appSchemaDocument.editors.formula !== true) {
+                        return
+                    }
                     paragraph = {
                         style: "Title",
                         text: "" + appSchemaDocument.type + " Formula"
@@ -1434,7 +1480,9 @@ function newFoundationsDocsDocumentPage() {
                     renderParagraph(paragraph, key)
                     autoGeneratedParagraphIndex++
 
-                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.code === undefined) { return }
+                    if (appSchemaDocument.initialValues === undefined || appSchemaDocument.initialValues.code === undefined) {
+                        return
+                    }
 
                     paragraph = {
                         style: "Subtitle",
@@ -1494,8 +1542,11 @@ function newFoundationsDocsDocumentPage() {
                     /* Third Step: we will display the list of properties and the sample values */
                     let exampleCounter = 1
                     codeMap.forEach(displayProperty)
+
                     function displayProperty(code, mapKey, map) {
-                        if (exampleCounter > 10) { return }
+                        if (exampleCounter > 10) {
+                            return
+                        }
                         HTML = HTML + '<button id="docs-code-example-' + exampleCounter + '" type="button" class="docs-collapsible-element">' + 'Example #' + exampleCounter + '</button>'
                         HTML = HTML + '<div class="docs-collapsible-code-content">'
                         exampleCounter++
@@ -1800,9 +1851,15 @@ function newFoundationsDocsDocumentPage() {
                 let levels = splittedParams[2]
 
                 appSchemaDocument = SCHEMAS_BY_PROJECT.get(project).map.appSchema.get(type)
-                if (appSchemaDocument === undefined) { return }
-                if (isNaN(levels) === true) { return }
-                if (levels > MAX_COLUMNS) { return }
+                if (appSchemaDocument === undefined) {
+                    return
+                }
+                if (isNaN(levels) === true) {
+                    return
+                }
+                if (levels > MAX_COLUMNS) {
+                    return
+                }
 
                 let contentMatrix = []
 
@@ -1824,7 +1881,9 @@ function newFoundationsDocsDocumentPage() {
 
                 function scanHierarchy(schemaDocument, project, currentColumn, lastChild) {
 
-                    if (schemaDocument === undefined) { return }
+                    if (schemaDocument === undefined) {
+                        return
+                    }
 
                     currentRow++
 
@@ -1848,7 +1907,9 @@ function newFoundationsDocsDocumentPage() {
                         matrixRow[currentColumn - 1] = FORK
                     }
 
-                    if (schemaDocument.childrenNodesProperties === undefined) { return }
+                    if (schemaDocument.childrenNodesProperties === undefined) {
+                        return
+                    }
 
                     for (let i = 0; i < schemaDocument.childrenNodesProperties.length; i++) {
                         let property = schemaDocument.childrenNodesProperties[i]
@@ -2029,7 +2090,8 @@ function newFoundationsDocsDocumentPage() {
         let collapsibleElementsArray = document.getElementsByClassName("docs-collapsible-element")
 
         for (let i = 0; i < collapsibleElementsArray.length; i++) {
-            collapsibleElementsArray[i].removeEventListener("click", function () { })
+            collapsibleElementsArray[i].removeEventListener("click", function () {
+            })
         }
     }
 
diff --git a/package.json b/package.json
index 58550af44..078b30667 100644
--- a/package.json
+++ b/package.json
@@ -21,7 +21,6 @@
     "ethereumjs-common": "^1.5.2",
     "ethereumjs-tx": "^2.1.2",
     "ethers": "^5.4.7",
-    "flexsearch": "^0.7.21",
     "http": "0.0.1-security",
     "https": "^1.0.0",
     "ip": "^1.1.5",