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https://github.com/Litlyx/litlyx
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Add advanced ai
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87
dashboard/server/ai/functions/AI_Visits.ts
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87
dashboard/server/ai/functions/AI_Visits.ts
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import { VisitModel } from "@schema/metrics/VisitSchema";
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import { AdvancedTimelineAggregationOptions, executeAdvancedTimelineAggregation, executeTimelineAggregation, fillAndMergeTimelineAggregationV2 } from "~/server/services/TimelineService";
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import { Types } from "mongoose";
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import { AIPlugin, AIPlugin_TTool } from "../Plugin";
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const getVisitsCountsTool: AIPlugin_TTool<'getVisitsCount'> = {
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type: 'function',
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function: {
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name: 'getVisitsCount',
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description: 'Gets the number of visits received on a date range',
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parameters: {
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type: 'object',
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properties: {
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from: { type: 'string', description: 'ISO string of start date including hours' },
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to: { type: 'string', description: 'ISO string of end date including hours' },
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website: { type: 'string', description: 'The website of the visits' },
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page: { type: 'string', description: 'The page of the visit' }
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},
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required: ['from', 'to']
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}
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}
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}
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const getVisitsTimelineTool: AIPlugin_TTool<'getVisitsTimeline'> = {
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type: 'function',
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function: {
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name: 'getVisitsTimeline',
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description: 'Gets an array of date and count for events received on a date range. Should be used to create charts.',
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parameters: {
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type: 'object',
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properties: {
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from: { type: 'string', description: 'ISO string of start date including hours' },
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to: { type: 'string', description: 'ISO string of end date including hours' },
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website: { type: 'string', description: 'The website of the visits' },
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page: { type: 'string', description: 'The page of the visit' }
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},
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required: ['from', 'to']
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}
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}
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}
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export class AiVisits extends AIPlugin<['getVisitsCount', 'getVisitsTimeline']> {
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constructor() {
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super({
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'getVisitsCount': {
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handler: async (data: { project_id: string, from?: string, to?: string, website?: string, page?: string }) => {
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const query: any = {
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project_id: data.project_id,
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created_at: {
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$gt: data.from ? new Date(data.from).getTime() : new Date(2023).getTime(),
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$lt: data.to ? new Date(data.to).getTime() : new Date().getTime(),
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}
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}
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if (data.website) query.website = data.website;
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if (data.page) query.page = data.page;
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const result = await VisitModel.countDocuments(query);
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return { count: result };
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},
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tool: getVisitsCountsTool
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},
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'getVisitsTimeline': {
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handler: async (data: { project_id: string, from: string, to: string, website?: string, page?: string }) => {
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const query: AdvancedTimelineAggregationOptions & { customMatch: Record<string, any> } = {
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projectId: new Types.ObjectId(data.project_id) as any,
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model: VisitModel,
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from: data.from, to: data.to, slice: 'day',
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customMatch: {}
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}
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if (data.website) query.customMatch.website = data.website;
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if (data.page) query.customMatch.page = data.page;
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const timelineData = await executeAdvancedTimelineAggregation(query);
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const timelineFilledMerged = fillAndMergeTimelineAggregationV2(timelineData, 'day', data.from, data.to);
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return { data: timelineFilledMerged };
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},
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tool: getVisitsTimelineTool
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}
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})
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}
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}
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export const AiVisitsInstance = new AiVisits();
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