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feat(Grade By Step): Summarize student work using AI #2266
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1e1682f
feat(OpenResponse): Summarize student responses in grading tool (#2259)
hirokiterashima d99fdcc
feat(Discussion): Summarize student responses in grading tool (#2262)
hirokiterashima e098623
refactor: OpenResponseSummaryDisplay now extends AiSummaryDisplay
hirokiterashima 2c0276b
refactor: make code more concise
hirokiterashima dc62b55
Merge branch 'develop' into cm-component-ai-summarizer
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,40 @@ | ||
| import { Injectable } from '@angular/core'; | ||
|
|
||
| @Injectable({ | ||
| providedIn: 'root' | ||
| }) | ||
| export class LocalStorageService { | ||
| setItem(key: string, value: any): void { | ||
| try { | ||
| localStorage.setItem(key, JSON.stringify(value)); | ||
| } catch (e) { | ||
| console.error('Error saving to local storage', e); | ||
| } | ||
| } | ||
|
|
||
| getItem(key: string): any { | ||
| try { | ||
| const item = localStorage.getItem(key); | ||
| return item ? JSON.parse(item) : null; | ||
| } catch (e) { | ||
| console.error('Error reading from local storage', e); | ||
| return null; | ||
| } | ||
| } | ||
|
|
||
| removeItem(key: string): void { | ||
| try { | ||
| localStorage.removeItem(key); | ||
| } catch (e) { | ||
| console.error('Error removing from local storage', e); | ||
| } | ||
| } | ||
|
|
||
| clear(): void { | ||
| try { | ||
| localStorage.clear(); | ||
| } catch (e) { | ||
| console.error('Error clearing local storage', e); | ||
| } | ||
| } | ||
| } |
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24 changes: 24 additions & 0 deletions
24
...5/directives/teacher-summary-display/ai-summary-display/ai-summary-display.component.html
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| @if (hasStudentResponses) { | ||
| <div class="flex gap-2 flex-wrap items-center mat-caption"> | ||
| <div class="flex items-center gap-2"> | ||
| <button mat-button (click)="generateSummary()" [disabled]="generatingSummary" color="primary"> | ||
| <span i18n>Generate Class Summary</span><mat-icon>auto_awesome</mat-icon> | ||
| </button> | ||
| @if (generatingSummary) { | ||
| <mat-spinner diameter="20" /> | ||
| } | ||
| </div> | ||
| @if (newSummaryAvailable) { | ||
| <span class="info" i18n>*New responses since last summary</span> | ||
| } | ||
| </div> | ||
| @if (summary) { | ||
| <markdown [data]="summary" /> | ||
| <div class="mat-caption text-secondary" i18n> | ||
| Summary generated {{ summaryDate | date: 'short' }} from | ||
| {{ latestComponentStates.length }} responses | ||
| </div> | ||
| } | ||
| } @else { | ||
| <div i18n>No student responses</div> | ||
| } |
84 changes: 84 additions & 0 deletions
84
...se5/directives/teacher-summary-display/ai-summary-display/ai-summary-display.component.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,84 @@ | ||
| import { Component, inject } from '@angular/core'; | ||
| import { TeacherSummaryDisplayComponent } from '../teacher-summary-display.component'; | ||
| import { MatButton } from '@angular/material/button'; | ||
| import { MatIcon } from '@angular/material/icon'; | ||
| import { AwsBedRockService } from '../../../../../app/chatbot/awsBedRock.service'; | ||
| import { ChatMessage } from '../../../../../app/chatbot/chat'; | ||
| import { TeacherDataService } from '../../../services/teacherDataService'; | ||
| import { MatProgressSpinner } from '@angular/material/progress-spinner'; | ||
| import { LocalStorageService } from '../../../../../app/services/localStorageService'; | ||
| import { MarkdownComponent } from 'ngx-markdown'; | ||
| import { DatePipe } from '@angular/common'; | ||
|
|
||
| @Component({ | ||
| imports: [DatePipe, MarkdownComponent, MatButton, MatIcon, MatProgressSpinner], | ||
| templateUrl: './ai-summary-display.component.html' | ||
| }) | ||
| export abstract class AiSummaryDisplayComponent extends TeacherSummaryDisplayComponent { | ||
| protected awsBedRockService: AwsBedRockService = inject(AwsBedRockService); | ||
| protected generatingSummary: boolean = false; | ||
| protected hasStudentResponses: boolean = false; | ||
| protected latestComponentStates: any[] = []; | ||
| private localStorageService: LocalStorageService = inject(LocalStorageService); | ||
| protected newSummaryAvailable: boolean = false; | ||
| protected summary: string; | ||
| protected summaryDate: Date; | ||
|
|
||
| ngOnInit(): void { | ||
| this.renderDisplay(); | ||
| } | ||
|
|
||
| protected renderDisplay(): void { | ||
| super.renderDisplay(); | ||
| this.latestComponentStates = this.getLatestComponentStates(); | ||
| this.hasStudentResponses = this.latestComponentStates.length > 0; | ||
| if (!this.hasStudentResponses) { | ||
| return; | ||
| } | ||
| this.summary = this.localStorageService.getItem(this.getSummaryKey()) || ''; | ||
| const summaryTime = this.localStorageService.getItem(this.getSummaryTimeKey()) || 0; | ||
| this.summaryDate = new Date(summaryTime); | ||
| this.newSummaryAvailable = summaryTime > 0 && this.getLastResponseTime() > summaryTime; | ||
| } | ||
|
|
||
| private getLastResponseTime(): number { | ||
| return this.latestComponentStates.reduce( | ||
| (max, state) => Math.max(max, state.serverSaveTime), | ||
| 0 | ||
| ); | ||
| } | ||
|
|
||
| protected getLatestComponentStates(): any[] { | ||
| return (this.dataService as TeacherDataService) | ||
| .getComponentStatesByComponentId(this.componentId) | ||
| .filter((state) => state.periodId === this.periodId || this.periodId === -1) | ||
| .sort((a, b) => a.serverSaveTime - b.serverSaveTime); | ||
| } | ||
|
|
||
| protected async generateSummary(): Promise<void> { | ||
| this.generatingSummary = true; | ||
| const prompt = this.projectService.getComponent(this.nodeId, this.componentId).prompt; | ||
| this.summary = await this.awsBedRockService.sendMessage([ | ||
| new ChatMessage('system', this.getSystemPrompt(prompt), this.nodeId), | ||
| new ChatMessage('user', this.getStudentResponses(), this.nodeId) | ||
| ]); | ||
| this.localStorageService.setItem(this.getSummaryKey(), this.summary); | ||
| const summaryTime = new Date().getTime(); | ||
| this.localStorageService.setItem(this.getSummaryTimeKey(), summaryTime); | ||
| this.summaryDate = new Date(summaryTime); | ||
| this.generatingSummary = false; | ||
| this.newSummaryAvailable = false; | ||
| } | ||
|
|
||
| protected abstract getStudentResponses(): string; | ||
|
|
||
| protected abstract getSystemPrompt(prompt: string): string; | ||
|
|
||
| private getSummaryKey(): string { | ||
| return `component-summary-${this.periodId}-${this.nodeId}-${this.componentId}`; | ||
| } | ||
|
|
||
| private getSummaryTimeKey(): string { | ||
| return `component-summary-time-${this.periodId}-${this.nodeId}-${this.componentId}`; | ||
| } | ||
| } |
48 changes: 48 additions & 0 deletions
48
...eacher-summary-display/discussion-summary-display/discussion-summary-display.component.ts
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,48 @@ | ||
| import { Component } from '@angular/core'; | ||
| import { MatButton } from '@angular/material/button'; | ||
| import { MatIcon } from '@angular/material/icon'; | ||
| import { MatProgressSpinner } from '@angular/material/progress-spinner'; | ||
| import { MarkdownComponent } from 'ngx-markdown'; | ||
| import { AiSummaryDisplayComponent } from '../ai-summary-display/ai-summary-display.component'; | ||
| import { DatePipe } from '@angular/common'; | ||
|
|
||
| interface Thread { | ||
| id: number; | ||
| post: string; | ||
| replies: string[]; | ||
| } | ||
|
|
||
| @Component({ | ||
| imports: [DatePipe, MarkdownComponent, MatButton, MatIcon, MatProgressSpinner], | ||
| selector: 'discussion-summary-display', | ||
| templateUrl: '../ai-summary-display/ai-summary-display.component.html' | ||
| }) | ||
| export class DiscussionSummaryDisplayComponent extends AiSummaryDisplayComponent { | ||
| protected getSystemPrompt(prompt: string): string { | ||
| return `You are a teacher who is summarizing students' discussion threads, which include posts and replies to the following question: "${prompt}". | ||
| Each thread is in the format: <thread><post>Post</post><replies><reply>Reply 1</reply><reply>Reply 2</reply></replies></thread>. | ||
| In the same language as the question, provide a summary of the threads in 100 words or less.`; | ||
| } | ||
|
|
||
| protected getStudentResponses(): string { | ||
| return this.getDiscussionThreads().reduce( | ||
| (soFar, thread) => | ||
| `${soFar}<thread><post>${thread.post}</post><replies>${thread.replies.map((reply) => `<reply>${reply}</reply>`).join('')}</replies></thread>`, | ||
| '' | ||
| ); | ||
| } | ||
|
|
||
| private getDiscussionThreads(): Thread[] { | ||
| const threads = this.latestComponentStates | ||
| .filter((state) => state.studentData.componentStateIdReplyingTo == null) | ||
| .map((post) => ({ id: post.id, post: post.studentData.response, replies: [] })); | ||
| this.latestComponentStates | ||
| .filter((state) => state.studentData.componentStateIdReplyingTo != null) | ||
| .forEach((reply) => { | ||
| threads | ||
| .find((t) => t.id === reply.studentData.componentStateIdReplyingTo) | ||
| ?.replies.push(reply.studentData.response); | ||
| }); | ||
| return threads; | ||
| } | ||
| } |
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Function with many parameters (count = 6): constructor [qlty:function-parameters]