# frozen_string_literal: true module DiscourseAi module Summarization module Strategies class HotTopicGists < Base def type AiSummary.summary_types[:gist] end def feature "gists" end def targets_data op_post_number = 1 hot_topics_recent_cutoff = Time.zone.now - SiteSetting.hot_topics_recent_days.days recent_hot_posts = Post .where(topic_id: target.id) .where("post_type = ?", Post.types[:regular]) .where("NOT hidden") .where("created_at >= ?", hot_topics_recent_cutoff) .pluck(:post_number) # It may happen that a topic is hot without any recent posts # In that case, we'll just grab the last 20 posts # for an useful summary of the current state of the topic if recent_hot_posts.empty? recent_hot_posts = Post .where(topic_id: target.id) .where("post_type = ?", Post.types[:regular]) .where("NOT hidden") .order("post_number DESC") .limit(20) .pluck(:post_number) end posts_data = Post .where(topic_id: target.id) .joins(:user) .where("post_number IN (?)", recent_hot_posts << op_post_number) .order(:post_number) .pluck(:post_number, :raw, :username) posts_data.reduce([]) do |memo, (pn, raw, username)| raw_text = raw if pn == 1 && target.topic_embed&.embed_content_cache.present? raw_text = target.topic_embed&.embed_content_cache end memo << { poster: username, id: pn, text: raw_text } end end def summary_extension_prompt(summary, contents) statements = contents .to_a .map { |item| "(#{item[:id]} #{item[:poster]} said: #{item[:text]} " } .join("\n") prompt = DiscourseAi::Completions::Prompt.new(<<~TEXT.strip) You are an advanced summarization bot. Your task is to update an existing single-sentence summary by integrating new developments from a conversation. Analyze the most recent messages to identify key updates or shifts in the main topic and reflect these in the updated summary. Emphasize new significant information or developments within the context of the initial conversation theme. ### Guidelines: - Ensure the revised summary remains concise and objective, maintaining a focus on the central theme or issue. - Omit extraneous details or subjective opinions. - Use the original language of the text. - Begin directly with the main topic or issue, avoiding introductory phrases. - Limit the updated summary to a maximum of 40 words. - Return the 40-word summary inside tags. TEXT prompt.push(type: :user, content: <<~TEXT.strip) ### Context: This is the existing single-sentence summary: #{summary} And these are the new developments in the conversation: #{statements} Your task is to update an existing single-sentence summary by integrating new developments from a conversation. Return the 40-word summary inside tags. TEXT prompt end def first_summary_prompt(contents) content_title = target.title statements = contents.to_a.map { |item| "(#{item[:id]} #{item[:poster]} said: #{item[:text]} " } prompt = DiscourseAi::Completions::Prompt.new(<<~TEXT.strip) You are an advanced summarization bot. Analyze a given conversation and produce a concise, single-sentence summary that conveys the main topic and current developments to someone with no prior context. ### Guidelines: - Emphasize the most recent updates while considering their significance within the original post. - Focus on the central theme or issue being addressed, maintaining an objective and neutral tone. - Exclude extraneous details or subjective opinions. - Use the original language of the text. - Begin directly with the main topic or issue, avoiding introductory phrases. - Limit the summary to a maximum of 40 words. - Do *NOT* repeat the discussion title in the summary. Return the summary inside tags.\n TEXT context = +<<~TEXT ### Context: #{content_title.present? ? "The discussion title is: " + content_title + ". (DO NOT REPEAT THIS IN THE SUMMARY)\n" : ""} The conversation began with the following statement: #{statements.shift}\n TEXT if statements.present? context << <<~TEXT Subsequent discussion includes the following: #{statements.join("\n")} Your task is to focus on these latest messages, capturing their meaning in the context of the initial statement. TEXT else context << "Your task is to capture the meaning of the initial statement." end prompt.push(type: :user, content: <<~TEXT.strip) #{context} Return the 40-word summary inside tags. TEXT prompt end end end end end