Ask
Learn more about Ask - your intelligent companion for instant product insights and support.
Ask is a powerful tool integrated into the CleverTap dashboard. It assists users with real-time product-related information and support. Use it to streamline your interaction with CleverTap and unlock the full potential of the platform. This documentation provides a comprehensive guide to understanding and effectively using Ask for your CleverTap experience.
Operating seamlessly as a chat interface, Ask simplifies your CleverTap experience, providing quick and informative responses. Whether you have questions about product features or need support, Ask is available 24/7 to deliver instant answers, ensuring you can get the information you need anytime, even outside traditional support hours.
Ask streamlines your interaction with CleverTap by the Clear Conversations feature that allows you to start fresh on new topics. This saves you time and enhances your productivity by resolving issues and gathering information without interruptions. Additionally, Ask encourages self-service support, empowering you to find solutions to common queries independently and reducing reliance on support tickets.
Ask operates similarly to a chat interface, and getting started with Ask is a breeze. To access Ask:
Click the Ask icon from the CleverTap dashboard. Clicking this opens a chat interface.
Navigating to Ask
Type your questions or requests, and it will provide you with quick, informative responses.
Interacting with Ask
Ask is designed to provide accurate and helpful responses to your questions. To enhance its performance and accuracy, you can give feedback on the responses you receive. This feedback mechanism allows you to upvote or downvote responses, helping the knowledge bot improve continuously. Your input enhances accuracy, making Ask a better resource for CleverTap. Your feedback is essential in making Ask a valuable resource for the CleverTap community.
When you find a response particularly helpful, you can upvote it. This positive feedback signals Ask that the response was accurate and valuable. Upvoting encourages the system to prioritize similar responses in the future, making the information provided more reliable.
If a response is inaccurate or does not fully address your question, you can downvote it. Downvoting provides Ask with valuable feedback on areas that require improvement. The system will consider this feedback to refine its knowledge and provide more accurate responses over time.
The following are the best practices for using Ask:
Prompt Effectively : Formulate queries with clear and concise questions for the best results. Avoid vague or ambiguous queries. For example, instead of asking, "How to integrate CleverTap SDK?" you should ask, "How to integrate CleverTap Android SDK?" to ensure specificity and accuracy.
Interact with Ask : Engage with Ask as you would in a regular chat, and do not hesitate to ask follow-up questions for deeper insights.
Be aware that Ask's responses are based on CleverTap's product documentation and blogs. While Ask strives to be accurate, it may have some limitations, especially during its beta phase. Always verify critical information from official sources whenever necessary.
For further assistance, you can always contact CleverTap's dedicated support team for more complex or specific queries.
CleverTap Ask AI Widget (CSP-Safe)
`},codespan(n){const r=U1.decodeHtmlEntities(n);return`
${U1.escapeHtml(r)}`}};s1.use({renderer:e}),this.markedConfigured=!0}catch(e){this.logError("Failed to configure marked",e)}}static encodeBase64Unicode(e){try{if(typeof TextEncoder<"u"){const r=new TextEncoder().encode(e),i=Array.from(r,o=>String.fromCharCode(o)).join("");return btoa(i)}return btoa(unescape(encodeURIComponent(e)))}catch(n){return this.logError("Failed to encode Base64 Unicode",n),""}}static decodeBase64Unicode(e){try{if(typeof TextDecoder<"u"){const n=atob(e),r=Uint8Array.from(n,o=>o.charCodeAt(0));return new TextDecoder().decode(r)}return decodeURIComponent(escape(atob(e)))}catch(n){return this.logError("Failed to decode Base64 Unicode",n),""}}static logError(e,n){console.error(`[MarkdownRenderer] ${e}:`,n)}static normalizeBasics(e){return e=String(e).replace(/\r\n?/g,`
`),e=e.replace(/"/g,'"').replace(/\\"/g,'"').replace(/[""]/g,'"').replace(/['']/g,"'").replace(/"{2,}/g,'"'),e=e.replace(/(^|[^a-zA-Z0-9*])\*\*([^*\n]+?) +\*\*/gm,"$1**$2**"),e}static extractTables(e){const n=[],r=/(\|[^\n]+\|\n)+(\|[-:| ]+\|\n)(\|[^\n]+\|\n?)*/g;return e=e.replace(r,i=>(n.push(i),`__TABLE_PLACEHOLDER_${n.length-1}__`)),[e,n]}static restoreTables(e,n){return n.forEach((r,i)=>{e=e.replace(`__TABLE_PLACEHOLDER_${i}__`,`
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$2`).replace(/(```)((?!`)[^\s\n])/g,`$1
$2`).replace(/(```)\s+([^\n`])/g,`$1
$2`),e=e.replace(/(```)\n(\d+\.)/g,`$1
$2`).replace(/(```)\n([-*+]\s)/g,`$1
$2`).replace(/(```)\n([A-Za-z#[(])/g,`$1
$2`),e}static normalizeHeadings(e){return e=e.replace(/\*\*([^*\n:]{5,60})\*\*\s*-\s+\*\*/g,`## $1
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$2`),e=e.replace(/([^\n])(#{1,6}\s)/g,`$1
$2`).replace(/([^\n])\n(#{1,6}\s)/g,`$1
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$2`).replace(/^(#{1,6}\s+[^\n]+\.)\n([A-Z]\w)/gm,`$1
$2`).replace(/^(#{1,6}\s+[^\n]+\.)([A-Z]\w)/gm,`$1
$2`),e=e.replace(/^(#{1,6}\s+[^\n]*:)(```)/gm,`$1
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$2`).replace(/^(#{1,6}\s+[^\n]*[a-zA-Z0-9"'\)\]])([-*+]\s+)/gm,`$1
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$2`),e}static normalizeLists(e){return e=e.replace(/([^\n])\n((?![ \t])\d+\.\s+[*A-Z])/g,`$1
$2`).replace(/([.:!?)])(\s*)(?=\n(?![ \t])\d+\.\s+[*A-Z])/g,`$1
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$3`),e=e.replace(/([?!.:\)\]])\s*((?![ \t])[-*+]\s+\*?\*?[A-Z])/g,`$1
$2`),e}static normalizeSpacing(e){return e=e.replace(/^\*{3}([^*\n]+)\*{3}\s*$/gm,"**$1**"),e=e.replace(/([^\s*:]\*\*)([A-Z][a-z])/g,`$1
$2`),e=e.replace(/([^\s*:]\*\*)(\d+\.\s)/g,`$1
$2`),e=e.replace(/([^\s*:]\*\*)([-*+]\s)/g,`$1
$2`),e=e.replace(/([a-zA-Z]\))(\d+\.\s)/g,`$1
$2`),e=e.replace(/([a-zA-Z]\])(\d+\.\s)/g,`$1
$2`),e=e.replace(/([^\n])\n(\*\*[A-Z0-9])/g,`$1
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$2`).replace(/([a-z)])\.(\*\*[A-Z])/g,`$1.
$2`).replace(/([a-z])\.([A-Z][a-z])/g,`$1.
$2`).replace(/:(\d+\.\s)/g,`:
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$2`).replace(/(<\/h[1-6]>)(
)(
)()()()()(
)()()()/gi,`$1
$2`).replace(/(<\/ol>)(
)/gi,`$1
$2`),e):""}static render(e){if(!e)return"";const n=e;if(this.renderCache.has(n))return this.renderCache.get(n);this.configureMarked();const r=this.preProcess(e);try{const i=s1.parse(r),o=this.postProcess(i);if(this.renderCache.size>=this.CACHE_SIZE_LIMIT){const s=this.renderCache.keys().next().value;s&&this.renderCache.delete(s)}return this.renderCache.set(n,o),o}catch(i){return this.logError("Failed to render markdown",i),this.postProcess(U1.escapeHtml(e))}}static clearCache(){this.renderCache.clear()}static renderStreaming(e,n,r){if(!n)return"";this.cleanupStreamingCache();const i=this.streamingCache.get(e);if(i&&i.content===n)return i.html;if(i&&n.startsWith(i.content)&&n.length>i.content.length){const s=this.render(n);return r?this.streamingCache.set(e,{content:n,html:s,timestamp:Date.now()}):this.streamingCache.delete(e),s}const o=this.render(n);return r?this.streamingCache.set(e,{content:n,html:o,timestamp:Date.now()}):this.streamingCache.delete(e),o}static clearStreamingCache(e){e?this.streamingCache.delete(e):this.streamingCache.clear()}static cleanupStreamingCache(){const e=Date.now(),n=[];this.streamingCache.forEach((r,i)=>{e-r.timestamp>this.STREAMING_CACHE_TTL&&n.push(i)}),n.forEach(r=>this.streamingCache.delete(r))}};f1(St,"markedConfigured",!1),f1(St,"renderCache",new Map),f1(St,"CACHE_SIZE_LIMIT",100),f1(St,"streamingCache",new Map),f1(St,"STREAMING_CACHE_TTL",3e5);let J5=St;class He{static getFullPayload(){return{pageURL:window.location.href,sourceName:new URLSearchParams(window.location.search).get("utm_source")||void 0,sourceURL:document.referrer||void 0,timestamp:new Date().toISOString()}}static getMinimalPayload(){return{timestamp:new Date().toISOString()}}static initSession(){const e=Date.now();this.widgetOpened(),localStorage.setItem(this.lastActiveKey,String(e))}static truncateToWords(e,n=50){if(!e)return"";const r=e.trim().split(/\s+/);return r.length<=n?e:`${r.slice(0,n).join(" ")}...`}static track(e,n={},r=!1){const o={...r?this.getFullPayload():this.getMinimalPayload(),...n},s={timestamp:o.timestamp};for(const[a,l]of Object.entries(o))l!=null&&(s[a]=l);typeof clevertap<"u"&&clevertap?.event&&clevertap.event.push(e,s)}static widgetOpened(){this.track("widget_opened",{},!0)}static widgetClosed(){this.track("widget_closed",{},!0)}static questionAsked(e){this.track("question_asked",{question:e})}static responseGenerated(e){this.track("response_generated",{response:this.truncateToWords(e,50),responseLength:e?.length||0})}static noAnswerGiven(e,n="error"){this.track("no_answer_given",{question:e,reason:n})}static linkClicked(e,n){this.track("link_clicked",{url:e,linkText:n})}static conversationCleared(){this.track("conversation_cleared")}static findQuestionForResponse(e,n,r){if(!e||!n||n.length===0)return r||"";const i=n.findIndex(o=>o.id===e);if(i>0){for(let o=i-1;o>=0;o--)if(n[o].role==="user")return n[o].content}return r||""}static feedbackGiven(e){const n=this.findQuestionForResponse(e.messageId,e.messages,e.fallbackQuestion);this.track("feedback_given",{feedbackType:e.type,question:n,response:this.truncateToWords(e.response,50)})}static dailyLimitReached(e,n){this.track("daily_limit_reached",{currentUsage:e,limit:n})}}f1(He,"lastActiveKey","ct_chat_last_active"),f1(He,"sessionTimeout",27e5);const Xn="ct_chat_usage_count",z9="ct_chat_usage_date",G9=100;class m_{constructor(e){f1(this,"config");f1(this,"apiClient");f1(this,"voiceManager",null);f1(this,"initialized",!1);f1(this,"currentQuestion","");f1(this,"customProperties",new Map);f1(this,"_state");f1(this,"onStateChangeCallback",null);f1(this,"onVoiceStateCallback",null);f1(this,"onStreamingCallback",null);f1(this,"onErrorCallback",null);f1(this,"abortController",null);this.config=e,this.apiClient=new ML(e),this._state=l1.observable({threads:new Map,messages:new Map,currentThreadId:"",currentThread:null,currentMessages:[],isCurrentThreadStreaming:!1,randomQuestions:[],voiceState:{isListening:!1,isSpeaking:!1}})}updateThreadsMap(e,n){n===null?this._state.threads.delete(e):this._state.threads.set(e,n),this._state.threads=new Map(this._state.threads)}updateMessagesMap(e,n){n===null?this._state.messages.delete(e):this._state.messages.set(e,n),this._state.messages=new Map(this._state.messages),this._state.currentMessages=this._state.messages.get(this._state.currentThreadId)||[]}setCurrentThread(e,n){this._state.currentThreadId=e,this._state.currentThread=n,this._state.currentMessages=this._state.messages.get(e)||[]}async initialize(){if(this.initialized)return!0;try{return this.config.enableVoice&&(this.voiceManager=new SL,this.setupVoiceCallbacks()),this._state.randomQuestions=U1.getRandomItems(this.config.examples,this.config.examplesCount),this.createThread("New conversation"),He.initSession(),this.initialized=!0,this.emitStateChange("ready"),!0}catch(e){return this.emitError(`Failed to initialize: ${e.message}`),!1}}setupVoiceCallbacks(){this.voiceManager&&(this.voiceManager.onResultCallback=e=>{this.sendMessage(this._state.currentThreadId,e)},this.voiceManager.onErrorCallback=e=>{(e==="not-allowed"||e==="no-speech")&&this.emitError("Microphone access denied or no speech detected")},this.voiceManager.onStateChangeCallback=(e,n)=>{e==="listening"?(this._state.voiceState.isListening=n,this.onVoiceStateCallback?.("listening",n)):e==="speaking"&&(this._state.voiceState.isSpeaking=n,this.onVoiceStateCallback?.("speaking",n))})}get isInitialized(){return this.initialized}get isStreaming(){return this._state.isCurrentThreadStreaming}get isCurrentThreadStreaming(){return this._state.isCurrentThreadStreaming}get threads(){return Array.from(this._state.threads.values())}get currentThreadId(){return this._state.currentThreadId}get currentThread(){return this._state.currentThread}get currentMessages(){return this._state.currentMessages}get threadUpdatedAt(){return this._state.currentThread?.updatedAt??null}get threadCreatedAt(){return this._state.currentThread?.createdAt??null}get randomQuestions(){return this._state.randomQuestions}setCustomProperty(e,n){this.customProperties.set(e,n)}getCustomProperty(e){return this.customProperties.get(e)}getThread(e){return this._state.threads.get(e)||null}getThreads(){return this.threads}createThread(e="New conversation",n){this.cancelStreaming();const r=n??U1.generateId(),i={id:r,title:e,messages:[],createdAt:Date.now(),updatedAt:Date.now()};return this.updateThreadsMap(r,i),this.updateMessagesMap(r,[]),this.setCurrentThread(r,i),this._state.randomQuestions=U1.getRandomItems(this.config.examples,this.config.examplesCount),r}selectThread(e){this.cancelStreaming();const n=this._state.threads.get(e);this.updateMessagesMap(e,n?.messages||[]),this.setCurrentThread(e,n??null)}async updateThread(e,n){const r=this._state.threads.get(e);r&&(n&&(r.title=n),r.updatedAt=Date.now(),this.updateThreadsMap(e,r))}async deleteThread(e){if(this.updateThreadsMap(e,null),this.updateMessagesMap(e,null),this._state.currentThreadId===e){const n=this.threads;n.length>0?this.selectThread(n[0].id):this.createThread()}}async getThreadMessages(e){return this._state.messages.get(e)||[]}getLastMessage(e){const n=this._state.messages.get(e)||[];return n[n.length-1]||null}async sendMessage(e,n){if(this._state.isCurrentThreadStreaming||!n.trim())return;if(this.checkDailyReset(),this.hasReachedLimit()){const c=this.createMessage(e,"assistant","🚫 You've reached your daily question limit. Your limit will reset tomorrow. Thank you for using CleverTap Ask AI!");this.appendMessage(e,c),He.dailyLimitReached(this.getUsage(),G9);return}this.incrementUsage(),this.currentQuestion=n,He.questionAsked(n);const r=this.createMessage(e,"user",n);this.appendMessage(e,r);const i=this.getThread(e);if(i&&(!i.title||i.title==="New conversation")){const c=n.length>30?`${n.substring(0,30)}...`:n;await this.updateThread(e,c||"New conversation")}this._state.isCurrentThreadStreaming=!0;const o=this.createMessage(e,"assistant","",!0);this.appendMessage(e,o),this.emitStateChange("streaming_started");let s="",a=0;const l=30;this.abortController=new AbortController;try{const c=this.getFormattedHistory(e),u=await this.apiClient.sendPrompt(n,c,this.abortController.signal);for await(const d of this.apiClient.streamResponse(u))if(d.type==="chunk"&&d.content){s+=d.content;const g=Date.now(),C=g-a;(a===0||C>=l||/[.!?\n]$/.test(s.trim()))&&(this.updateMessage(e,o.id,s,!0),this.onStreamingCallback?.({type:"chunk",content:s}),a=g)}else d.type==="final"&&d.content&&d.content.length>s.length&&(s=d.content);s.trim()?(this.updateMessage(e,o.id,s.trim(),!1),He.responseGenerated(s.trim()),this.onStreamingCallback?.({type:"final",content:s.trim()})):(this.updateMessage(e,o.id,"⚠️ I couldn't process your request at this time. Please rephrase your question or try again shortly.",!1),He.noAnswerGiven(n,"empty_response"),this.onStreamingCallback?.({type:"error",error:"empty_response"}))}catch(c){if(c.name==="AbortError"){this._state.isCurrentThreadStreaming=!1;return}this.updateMessage(e,o.id,"⚠️ An error occurred. Please try again."),He.noAnswerGiven(n,c.message||"error"),this.onStreamingCallback?.({type:"error",error:c.message})}finally{this._state.isCurrentThreadStreaming=!1,this.abortController=null,this.emitStateChange("streaming_stopped")}}async clearThreadMessages(e){if(!this._state.isCurrentThreadStreaming){this.updateMessagesMap(e,[]);const n=this.getThread(e);n&&(n.messages=[],this.updateThreadsMap(e,n)),this.emitStateChange("messages_cleared"),He.conversationCleared()}}cancelStreaming(){this.abortController&&(this.abortController.abort(),this.abortController=null),this._state.isCurrentThreadStreaming=!1}startListening(){this.voiceManager?.startListening()}stopListening(){this.voiceManager?.stopListening()}speak(e){this.voiceManager?.isSpeaking?this.voiceManager.stopSpeaking():this.voiceManager?.speak(e)}stopSpeaking(){this.voiceManager?.stopSpeaking()}handleFeedback(e,n,r){const i=this._state.currentMessages;let o=this.currentQuestion;if(r){const 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