# frozen_string_literal: true module DiscourseAi module Summarization module Strategies class TopicSummary < Base def type AiSummary.summary_types[:complete] end def targets_data posts_data = (target.has_summary? ? best_replies : pick_selection).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) resource_path = "#{Discourse.base_path}/t/-/#{target.id}" content_title = target.title input = contents.map { |item| "(#{item[:id]} #{item[:poster]} said: #{item[:text]})" }.join prompt = DiscourseAi::Completions::Prompt.new(<<~TEXT, topic_id: target.id) You are an advanced summarization bot tasked with enhancing an existing summary by incorporating additional posts. ### Guidelines: - Only include the enhanced summary, without any additional commentary. - Understand and generate Discourse forum Markdown; including links, _italics_, **bold**. - Maintain the original language of the text being summarized. - Aim for summaries to be 400 words or less. - Each new post is formatted as ") " - Cite specific noteworthy posts using the format [DESCRIPTION](#{resource_path}/POST_NUMBER) - Example: links to the 3rd and 6th posts by sam: sam ([#3](#{resource_path}/3), [#6](#{resource_path}/6)) - Example: link to the 6th post by jane: [agreed with](#{resource_path}/6) - Example: link to the 13th post by joe: [joe](#{resource_path}/13) - When formatting usernames either use @USERNAME or [USERNAME](#{resource_path}/POST_NUMBER) TEXT prompt.push(type: :user, content: <<~TEXT.strip) ### Context: #{content_title.present? ? "The discussion title is: " + content_title + ".\n" : ""} Here is the existing summary: #{summary} Here are the new posts, inside XML tags: #{input} Integrate the new information to generate an enhanced concise and coherent summary. TEXT prompt end def first_summary_prompt(contents) resource_path = "#{Discourse.base_path}/t/-/#{target.id}" content_title = target.title input = contents.map { |item| "(#{item[:id]} #{item[:poster]} said: #{item[:text]} " }.join prompt = DiscourseAi::Completions::Prompt.new(<<~TEXT.strip, topic_id: target.id) You are an advanced summarization bot that generates concise, coherent summaries of provided text. - Only include the summary, without any additional commentary. - You understand and generate Discourse forum Markdown; including links, _italics_, **bold**. - Maintain the original language of the text being summarized. - Aim for summaries to be 400 words or less. - Each post is formatted as ") " - Cite specific noteworthy posts using the format [DESCRIPTION](#{resource_path}/POST_NUMBER) - Example: links to the 3rd and 6th posts by sam: sam ([#3](#{resource_path}/3), [#6](#{resource_path}/6)) - Example: link to the 6th post by jane: [agreed with](#{resource_path}/6) - Example: link to the 13th post by joe: [joe](#{resource_path}/13) - When formatting usernames either use @USERNMAE OR [USERNAME](#{resource_path}/POST_NUMBER) TEXT prompt.push( type: :user, content: "Here are the posts inside XML tags:\n\n1) user1 said: I love Mondays 2) user2 said: I hate Mondays\n\nGenerate a concise, coherent summary of the text above maintaining the original language.", ) prompt.push( type: :model, content: "Two users are sharing their feelings toward Mondays. [user1](#{resource_path}/1) hates them, while [user2](#{resource_path}/2) loves them.", ) prompt.push(type: :user, content: <<~TEXT.strip) #{content_title.present? ? "The discussion title is: " + content_title + ".\n" : ""} Here are the posts, inside XML tags: #{input} Generate a concise, coherent summary of the text above maintaining the original language. TEXT prompt end private attr_reader :topic def best_replies Post .summary(target.id) .where("post_type = ?", Post.types[:regular]) .where("NOT hidden") .joins(:user) .order(:post_number) end def pick_selection posts = Post .where(topic_id: target.id) .where("post_type = ?", Post.types[:regular]) .where("NOT hidden") .order(:post_number) post_numbers = posts.limit(5).pluck(:post_number) post_numbers += posts.reorder("posts.score desc").limit(50).pluck(:post_number) post_numbers += posts.reorder("post_number desc").limit(5).pluck(:post_number) Post .where(topic_id: target.id) .joins(:user) .where("post_number in (?)", post_numbers) .order(:post_number) end end end end end