FEATURE: Topic summarization (#41)
* FEATURE: Topic summarization Summarize topics using the TopicView's "summary" filter. The UI is similar to what we do for chat, but we don't allow the user to select a timeframe. Co-authored-by: Rafael dos Santos Silva <xfalcox@gmail.com>
This commit is contained in:
parent
9783e3b025
commit
38e007a3a5
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@ -6,19 +6,28 @@ module DiscourseAi
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requires_plugin ::DiscourseAi::PLUGIN_NAME
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requires_login
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VALID_SINCE_VALUES = [1, 3, 6, 12, 24]
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VALID_SINCE_VALUES = [1, 3, 6, 12, 24, 72, 168]
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VALID_TARGETS = %w[chat_channel topic]
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def chat_channel
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since = params[:since].to_i
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def show
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raise PluginDisabled unless SiteSetting.ai_summarization_enabled
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target_type = params[:target_type]
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raise Discourse::InvalidParameters.new(:since) if !VALID_SINCE_VALUES.include?(since)
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chat_channel = Chat::Channel.find_by(id: params[:chat_channel_id])
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raise Discourse::NotFound.new(:chat_channel) if !chat_channel
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raise Discourse::InvalidParameters.new(:target_type) if !VALID_TARGETS.include?(target_type)
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if !(SiteSetting.discourse_ai_enabled && SiteSetting.ai_summarization_enabled)
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raise PluginDisabled
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since = nil
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if target_type == "chat_channel"
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since = params[:since].to_i
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raise Discourse::InvalidParameters.new(:since) if !VALID_SINCE_VALUES.include?(since)
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target = Chat::Channel.find_by(id: params[:target_id])
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raise Discourse::NotFound.new(:chat_channel) if !target
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raise Discourse::InvalidAccess if !guardian.can_join_chat_channel?(target)
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else
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target = Topic.find_by(id: params[:target_id])
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raise Discourse::NotFound.new(:topic) if !target
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raise Discourse::InvalidAccess if !guardian.can_see_topic?(target)
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end
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raise Discourse::InvalidAccess if !guardian.can_join_chat_channel?(chat_channel)
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RateLimiter.new(
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current_user,
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@ -28,7 +37,8 @@ module DiscourseAi
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).performed!
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hijack do
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summary = DiscourseAi::Summarization::SummaryGenerator.new(chat_channel).summarize!(since)
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summary =
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DiscourseAi::Summarization::SummaryGenerator.new(target, current_user).summarize!(since)
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render json: { summary: summary }, status: 200
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end
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@ -0,0 +1,32 @@
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<DModalBody @title="discourse_ai.summarization.title">
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{{#if @allowTimeframe}}
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<span>{{i18n "discourse_ai.summarization.description"}}</span>
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<ComboBox
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@value={{this.sinceHours}}
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@content={{this.sinceOptions}}
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@onChange={{action this.summarize}}
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@valueProperty="value"
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@class="summarization-since"
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/>
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{{/if}}
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<div class="channel-summary">
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<ConditionalLoadingSpinner @condition={{this.loading}} />
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{{#unless this.loading}}
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<Textarea @value={{this.summary}} disabled="true" class="summary-area" />
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{{/unless}}
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</div>
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</DModalBody>
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<div class="modal-footer">
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{{#unless @allowTimeframe}}
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<DButton
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@class="btn-primary create"
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@action={{this.summarize}}
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@label="discourse_ai.summarization.summarize"
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/>
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{{/unless}}
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<DModalCancel @close={{route-action "closeModal"}} />
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</div>
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@ -0,0 +1,83 @@
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import Component from "@glimmer/component";
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import { tracked } from "@glimmer/tracking";
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import { action } from "@ember/object";
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import { ajax } from "discourse/lib/ajax";
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import { popupAjaxError } from "discourse/lib/ajax-error";
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import I18n from "I18n";
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export default class AiSummary extends Component {
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@tracked sinceHours = null;
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@tracked loading = false;
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@tracked availableSummaries = {};
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@tracked summary = null;
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sinceOptions = [
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 1 }),
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value: 1,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 3 }),
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value: 3,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 6 }),
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value: 6,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 12 }),
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value: 12,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 24 }),
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value: 24,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 72 }),
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value: 72,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { count: 168 }),
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value: 168,
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},
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];
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get canSummarize() {
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return (!this.args.allowTimeframe || this.sinceHours) && !this.loading;
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}
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@action
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summarize(value) {
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this.loading = true;
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const attrs = {
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target_id: this.args.targetId,
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target_type: this.args.targetType,
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};
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if (this.args.allowTimeframe) {
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this.sinceHours = value;
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if (this.availableSummaries[this.sinceHours]) {
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this.summary = this.availableSummaries[this.sinceHours];
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this.loading = false;
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return;
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} else {
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attrs.since = this.sinceHours;
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}
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}
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ajax("/discourse-ai/summarization/summary", {
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method: "POST",
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data: attrs,
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})
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.then((data) => {
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if (this.args.allowTimeframe) {
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this.availableSummaries[this.sinceHours] = data.summary;
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this.summary = this.availableSummaries[this.sinceHours];
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} else {
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this.summary = data.summary;
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}
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})
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.catch(popupAjaxError)
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.finally(() => (this.loading = false));
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}
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}
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@ -1,23 +0,0 @@
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<DModalBody @title="discourse_ai.summarization.title">
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<span>{{i18n "discourse_ai.summarization.description"}}</span>
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<ComboBox
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@value={{this.sinceHours}}
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@content={{this.sinceOptions}}
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@onChange={{action this.summarize}}
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@valueProperty="value"
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@class="summarization-since"
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/>
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<div class="channel-summary">
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<ConditionalLoadingSpinner @condition={{this.loading}} />
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{{#unless this.loading}}
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<Textarea @value={{this.summary}} disabled="true" class="summary-area" />
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{{/unless}}
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</div>
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</DModalBody>
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<div class="modal-footer">
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<DModalCancel @close={{route-action "closeModal"}} />
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</div>
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@ -1,69 +0,0 @@
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import Component from "@glimmer/component";
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import { tracked } from "@glimmer/tracking";
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import { action } from "@ember/object";
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import { ajax } from "discourse/lib/ajax";
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import { popupAjaxError } from "discourse/lib/ajax-error";
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import I18n from "I18n";
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export default class ChatChannelSummary extends Component {
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@tracked sinceHours = null;
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@tracked loading = false;
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@tracked availableSummaries = {};
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@tracked summary = null;
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sinceOptions = [
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{
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name: I18n.t("discourse_ai.summarization.since", { hours: "1" }),
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value: 1,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { hours: "3" }),
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value: 3,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { hours: "6" }),
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value: 6,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { hours: "12" }),
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value: 12,
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},
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{
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name: I18n.t("discourse_ai.summarization.since", { hours: "24" }),
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value: 24,
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},
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];
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get modalTitle() {
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return I18n.t("discourse_ai.summarization.modal_title", {
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channel_title: this.args.chatChannel.escapedTitle,
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});
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}
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get canSummarize() {
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return this.sinceHours && !this.loading;
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}
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@action
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summarize(value) {
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this.sinceHours = value;
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this.loading = true;
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const chatChannelId = this.args.chatChannel.id;
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if (this.availableSummaries[this.sinceHours]) {
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this.summary = this.availableSummaries[this.sinceHours];
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this.loading = false;
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return;
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}
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ajax("/discourse-ai/summarization/chat-channel", {
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method: "POST",
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data: { chat_channel_id: chatChannelId, since: this.sinceHours },
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})
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.then((data) => {
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this.availableSummaries[this.sinceHours] = data.summary;
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this.summary = this.availableSummaries[this.sinceHours];
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})
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.catch(popupAjaxError)
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.finally(() => (this.loading = false));
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}
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}
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@ -0,0 +1,6 @@
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<AiSummary
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@targetId={{this.targetId}}
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@targetType={{this.targetType}}
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@allowTimeframe={{this.allowTimeframe}}
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@closeModal={{route-action "closeModal"}}
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/>
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@ -1,4 +0,0 @@
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<ChatChannelSummary
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@chatChannel={{this.chatChannel}}
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@closeModal={{route-action "closeModal"}}
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/>
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@ -18,8 +18,10 @@ function initializeChatChannelSummary(api) {
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@action
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showChannelSummary() {
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showModal("composer-chat-channel-summary").setProperties({
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chatChannel: this.chatChannel,
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showModal("ai-summary").setProperties({
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targetId: this.chatChannel.id,
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targetType: "chat_channel",
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allowTimeframe: true,
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});
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},
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});
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@ -0,0 +1,43 @@
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import { withPluginApi } from "discourse/lib/plugin-api";
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import showModal from "discourse/lib/show-modal";
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function initializeTopicSummary(api) {
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api.modifyClass("component:scrolling-post-stream", {
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showAiSummary() {
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showModal("ai-summary").setProperties({
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targetId: this.posts["posts"][0].topic_id,
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targetType: "topic",
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allowTimeframe: false,
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});
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},
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});
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api.addTopicSummaryCallback((html, attrs, widget) => {
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html.push(
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widget.attach("button", {
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className: "btn btn-primary topic-ai-summarization",
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icon: "magic",
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title: "discourse_ai.summarization.title",
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label: "discourse_ai.summarization.title",
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action: "showAiSummary",
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})
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);
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return html;
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});
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}
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export default {
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name: "discourse_ai-topic_summary",
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initialize(container) {
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const settings = container.lookup("site-settings:main");
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const summarizationEnabled =
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settings.discourse_ai_enabled && settings.ai_summarization_enabled;
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if (summarizationEnabled) {
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withPluginApi("1.6.0", initializeTopicSummary);
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}
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},
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};
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@ -1,4 +1,4 @@
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.composer-chat-channel-summary-modal {
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.ai-summary-modal {
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.summarization-since,
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.summary-area {
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margin: 10px 0 10px 0;
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@ -8,3 +8,7 @@
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min-height: 200px;
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}
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}
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.topic-ai-summarization {
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margin-left: 10px;
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}
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@ -20,7 +20,10 @@ en:
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summarization:
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title: "Summarize using AI"
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description: "Select an option below to summarize the conversation sent during the desired timeframe."
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since: "Last %{hours} hours"
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summarize: "Summarize"
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since:
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one: "Last hour"
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other: "Last %{count} hours"
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review:
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types:
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reviewable_ai_post:
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@ -11,7 +11,7 @@ DiscourseAi::Engine.routes.draw do
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end
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scope module: :summarization, path: "/summarization", defaults: { format: :json } do
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post "chat-channel" => "summary#chat_channel"
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post "summary" => "summary#show"
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end
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end
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@ -3,19 +3,20 @@
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module DiscourseAi
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module Summarization
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class SummaryGenerator
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def initialize(target)
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def initialize(target, user)
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@target = target
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@user = user
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end
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def summarize!(content_since)
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content = get_content(content_since)
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send("#{summarization_provider}_summarization", content)
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send("#{summarization_provider}_summarization", content[0..(max_length - 1)])
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end
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private
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attr_reader :target
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attr_reader :target, :user
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def summarization_provider
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case model
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@ -35,7 +36,20 @@ module DiscourseAi
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in Post
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target.raw
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in Topic
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target.posts.order(:post_number).pluck(:raw).join("\n")
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TopicView
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.new(
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target,
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user,
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{
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filter: "summary",
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exclude_deleted_users: true,
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exclude_hidden: true,
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show_deleted: false,
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},
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)
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.posts
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.pluck(:raw)
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.join("\n")
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in ::Chat::Channel
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target
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.chat_messages
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@ -46,7 +60,7 @@ module DiscourseAi
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.map { "#{_1}: #{_2}" }
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.join("\n")
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else
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raise "Invalid target to classify"
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raise "Can't find content to summarize"
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end
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end
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@ -92,6 +106,19 @@ module DiscourseAi
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def model
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SiteSetting.ai_summarization_model
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end
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def max_length
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lengths = {
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"bart-large-cnn-samsum" => 8192,
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"flan-t5-base-samsum" => 8192,
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"long-t5-tglobal-base-16384-book-summary" => 8192,
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"gpt-3.5-turbo" => 8192,
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"gpt-4" => 8192,
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"claude-v1" => 8192,
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}
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lengths[model]
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end
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end
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end
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end
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@ -1,7 +1,7 @@
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# frozen_string_literal: true
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RSpec.describe DiscourseAi::Summarization::SummaryController do
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describe "#chat_channel" do
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describe "#show" do
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fab!(:user) { Fabricate(:user) }
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let!(:channel_group) { Fabricate(:group) }
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let!(:chat_channel) { Fabricate(:private_category_channel, group: channel_group) }
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@ -11,50 +11,60 @@ RSpec.describe DiscourseAi::Summarization::SummaryController do
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sign_in(user)
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end
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context "when the user can see the channel" do
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before { channel_group.add(user) }
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context "when summarizing a chat channel" do
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context "if the user can see the channel" do
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before { channel_group.add(user) }
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describe "validating inputs" do
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it "returns a 404 if there is no chat channel" do
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post "/discourse-ai/summarization/chat-channel", params: { chat_channel_id: 99, since: 3 }
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describe "validating inputs" do
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it "returns a 404 if there is no chat channel" do
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post "/discourse-ai/summarization/summary",
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params: {
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target_type: "chat_channel",
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target_id: 99,
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since: 3,
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}
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expect(response.status).to eq(404)
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expect(response.status).to eq(404)
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end
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it "returns a 400 if the since param is invalid" do
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post "/discourse-ai/summarization/summary",
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params: {
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target_type: "chat_channel",
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target_id: chat_channel.id,
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since: 0,
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}
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expect(response.status).to eq(400)
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end
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it "returns a 404 when the module is disabled" do
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SiteSetting.ai_summarization_enabled = false
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post "/discourse-ai/summarization/summary",
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params: {
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target_type: "chat_channel",
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target_id: chat_channel.id,
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since: 1,
|
||||
}
|
||||
|
||||
expect(response.status).to eq(404)
|
||||
end
|
||||
end
|
||||
|
||||
it "returns a 400 if the since param is invalid" do
|
||||
post "/discourse-ai/summarization/chat-channel",
|
||||
params: {
|
||||
chat_channel_id: chat_channel.id,
|
||||
since: 0,
|
||||
}
|
||||
context "if the user can't see the channel" do
|
||||
before { channel_group.remove(user) }
|
||||
|
||||
expect(response.status).to eq(400)
|
||||
end
|
||||
it "returns a 403 if the user can't see the chat channel" do
|
||||
post "/discourse-ai/summarization/summary",
|
||||
params: {
|
||||
target_type: "chat_channel",
|
||||
target_id: chat_channel.id,
|
||||
since: 1,
|
||||
}
|
||||
|
||||
it "returns a 404 when the module is disabled" do
|
||||
SiteSetting.ai_summarization_enabled = false
|
||||
|
||||
post "/discourse-ai/summarization/chat-channel",
|
||||
params: {
|
||||
chat_channel_id: chat_channel.id,
|
||||
since: 1,
|
||||
}
|
||||
|
||||
expect(response.status).to eq(404)
|
||||
end
|
||||
end
|
||||
|
||||
context "when the user can't see the channel" do
|
||||
before { channel_group.remove(user) }
|
||||
|
||||
it "returns a 403 if the user can't see the chat channel" do
|
||||
post "/discourse-ai/summarization/chat-channel",
|
||||
params: {
|
||||
chat_channel_id: chat_channel.id,
|
||||
since: 1,
|
||||
}
|
||||
|
||||
expect(response.status).to eq(403)
|
||||
expect(response.status).to eq(403)
|
||||
end
|
||||
end
|
||||
end
|
||||
end
|
||||
|
|
|
@ -0,0 +1,56 @@
|
|||
# frozen_string_literal: true
|
||||
|
||||
class SummarizationStubs
|
||||
class << self
|
||||
def test_summary
|
||||
"This is a summary"
|
||||
end
|
||||
|
||||
def openai_response(content)
|
||||
{
|
||||
id: "chatcmpl-6sZfAb30Rnv9Q7ufzFwvQsMpjZh8S",
|
||||
object: "chat.completion",
|
||||
created: 1_678_464_820,
|
||||
model: "gpt-3.5-turbo-0301",
|
||||
usage: {
|
||||
prompt_tokens: 337,
|
||||
completion_tokens: 162,
|
||||
total_tokens: 499,
|
||||
},
|
||||
choices: [
|
||||
{ message: { role: "assistant", content: content }, finish_reason: "stop", index: 0 },
|
||||
],
|
||||
}
|
||||
end
|
||||
|
||||
def openai_chat_summarization_stub(chat_messages)
|
||||
prompt_messages =
|
||||
chat_messages
|
||||
.sort_by(&:created_at)
|
||||
.map { |m| "#{m.user.username_lower}: #{m.message}" }
|
||||
.join("\n")
|
||||
|
||||
summary_prompt = [{ role: "system", content: <<~TEXT }]
|
||||
Summarize the following article:\n\n#{prompt_messages}
|
||||
TEXT
|
||||
|
||||
WebMock
|
||||
.stub_request(:post, "https://api.openai.com/v1/chat/completions")
|
||||
.with(body: { model: "gpt-4", messages: summary_prompt }.to_json)
|
||||
.to_return(status: 200, body: JSON.dump(openai_response(test_summary)))
|
||||
end
|
||||
|
||||
def openai_topic_summarization_stub(topic, user)
|
||||
prompt_posts = TopicView.new(topic, user, { filter: "summary" }).posts.map(&:raw).join("\n")
|
||||
|
||||
summary_prompt = [{ role: "system", content: <<~TEXT }]
|
||||
Summarize the following article:\n\n#{prompt_posts}
|
||||
TEXT
|
||||
|
||||
WebMock
|
||||
.stub_request(:post, "https://api.openai.com/v1/chat/completions")
|
||||
.with(body: { model: "gpt-4", messages: summary_prompt }.to_json)
|
||||
.to_return(status: 200, body: JSON.dump(openai_response(test_summary)))
|
||||
end
|
||||
end
|
||||
end
|
|
@ -0,0 +1,24 @@
|
|||
# frozen_string_literal: true
|
||||
|
||||
module PageObjects
|
||||
module Modals
|
||||
class Summarization < PageObjects::Modals::Base
|
||||
def visible?
|
||||
page.has_css?(".ai-summary-modal", wait: 5)
|
||||
end
|
||||
|
||||
def select_timeframe(option)
|
||||
find(".summarization-since").click
|
||||
find(".select-kit-row[data-value=\"#{option}\"]").click
|
||||
end
|
||||
|
||||
def summary_value
|
||||
find(".summary-area").value
|
||||
end
|
||||
|
||||
def generate_summary
|
||||
find(".ai-summary-modal .create").click
|
||||
end
|
||||
end
|
||||
end
|
||||
end
|
|
@ -0,0 +1,36 @@
|
|||
# frozen_string_literal: true
|
||||
|
||||
require_relative "../../support/summarization_stubs"
|
||||
|
||||
RSpec.describe "AI chat channel summarization", type: :system, js: true do
|
||||
fab!(:user) { Fabricate(:leader) }
|
||||
fab!(:channel) { Fabricate(:chat_channel) }
|
||||
|
||||
fab!(:message_1) { Fabricate(:chat_message, chat_channel: channel) }
|
||||
fab!(:message_2) { Fabricate(:chat_message, chat_channel: channel) }
|
||||
fab!(:message_3) { Fabricate(:chat_message, chat_channel: channel) }
|
||||
|
||||
before do
|
||||
sign_in(user)
|
||||
chat_system_bootstrap(user, [channel])
|
||||
SiteSetting.ai_summarization_enabled = true
|
||||
SiteSetting.ai_summarization_model = "gpt-4"
|
||||
end
|
||||
|
||||
let(:summarization_modal) { PageObjects::Modals::Summarization.new }
|
||||
|
||||
it "returns a summary using the selected timeframe" do
|
||||
visit("/chat/c/-/#{channel.id}")
|
||||
|
||||
SummarizationStubs.openai_chat_summarization_stub([message_1, message_2, message_3])
|
||||
|
||||
find(".chat-composer-dropdown__trigger-btn").click
|
||||
find(".chat-composer-dropdown__action-btn.chat_channel_summary").click
|
||||
|
||||
expect(summarization_modal).to be_visible
|
||||
|
||||
summarization_modal.select_timeframe("3")
|
||||
|
||||
expect(summarization_modal.summary_value).to eq(SummarizationStubs.test_summary)
|
||||
end
|
||||
end
|
|
@ -0,0 +1,33 @@
|
|||
# frozen_string_literal: true
|
||||
|
||||
require_relative "../../support/summarization_stubs"
|
||||
|
||||
RSpec.describe "AI chat channel summarization", type: :system, js: true do
|
||||
fab!(:user) { Fabricate(:leader) }
|
||||
fab!(:topic) { Fabricate(:topic, has_summary: true) }
|
||||
|
||||
fab!(:post_1) { Fabricate(:post, topic: topic) }
|
||||
fab!(:post_2) { Fabricate(:post, topic: topic) }
|
||||
|
||||
before do
|
||||
sign_in(user)
|
||||
SiteSetting.ai_summarization_enabled = true
|
||||
SiteSetting.ai_summarization_model = "gpt-4"
|
||||
end
|
||||
|
||||
let(:summarization_modal) { PageObjects::Modals::Summarization.new }
|
||||
|
||||
it "returns a summary using the selected timeframe" do
|
||||
visit("/t/-/#{topic.id}")
|
||||
|
||||
SummarizationStubs.openai_topic_summarization_stub(topic, user)
|
||||
|
||||
find(".topic-ai-summarization").click
|
||||
|
||||
expect(summarization_modal).to be_visible
|
||||
|
||||
summarization_modal.generate_summary
|
||||
|
||||
expect(summarization_modal.summary_value).to eq(SummarizationStubs.test_summary)
|
||||
end
|
||||
end
|
Loading…
Reference in New Issue