#frozen_string_literal: true module DiscourseAi module AiBot module Tools class DiscourseMetaSearch < Tool class << self def signature { name: name, description: "Will search topics in the current discourse instance, when rendering always prefer to link to the topics you find", parameters: [ { name: "search_query", description: "Specific keywords to search for, space separated (correct bad spelling, remove connector words)", type: "string", }, { name: "user", description: "Filter search results to this username (only include if user explicitly asks to filter by user)", type: "string", }, { name: "order", description: "search result order", type: "string", enum: %w[latest latest_topic oldest views likes], }, { name: "max_posts", description: "maximum number of posts on the topics (topics where lots of people posted)", type: "integer", }, { name: "tags", description: "list of tags to search for. Use + to join with OR, use , to join with AND", type: "string", }, { name: "category", description: "category name to filter to", type: "string" }, { name: "before", description: "only topics created before a specific date YYYY-MM-DD", type: "string", }, { name: "after", description: "only topics created after a specific date YYYY-MM-DD", type: "string", }, { name: "status", description: "search for topics in a particular state", type: "string", enum: %w[open closed archived noreplies single_user], }, ], } end def name "search_meta_discourse" end def custom_system_message <<~TEXT You were trained on OLD data, lean on search to get up to date information Discourse search joins all terms with AND. Reduce and simplify terms to find more results. TEXT end end def search_args parameters.slice(:category, :user, :order, :max_posts, :tags, :before, :after, :status) end def invoke search_string = search_args.reduce(+parameters[:search_query].to_s) do |memo, (key, value)| return memo if value.blank? memo << " " << "#{key}:#{value}" end @last_query = search_string yield(I18n.t("discourse_ai.ai_bot.searching", query: search_string)) if options[:base_query].present? search_string = "#{search_string} #{options[:base_query]}" end url = "https://meta.discourse.org/search.json?q=#{CGI.escape(search_string)}" json = JSON.parse(Net::HTTP.get(URI(url))) # let's be frugal with tokens, 50 results is too much and stuff gets cut off max_results = calculate_max_results(llm) results_limit = parameters[:limit] || max_results results_limit = max_results if parameters[:limit].to_i > max_results posts = json["posts"] || [] posts = posts[0..results_limit.to_i - 1] @last_num_results = posts.length if posts.blank? { args: parameters, rows: [], instruction: "nothing was found, expand your search" } else categories = if categories_json = json.dig("grouped_search_result", "extra", "categories") categories_json.map { |c| [c["id"], c] }.to_h else self.class.categories end topics = (json["topics"]).map { |t| [t["id"], t] }.to_h format_results(posts, args: parameters) do |post| topic = topics[post["topic_id"]] category = categories[topic["category_id"]] category_names = +"" # TODO @nbianca: this is broken now cause we are not getting child categories # to avoid erroring out we simply skip # sideloading from search would probably be easier if category if category["parent_category_id"] category_names << categories[category["parent_category_id"]]["name"] << " > " end category_names << category["name"] end row = { title: topic["title"], url: "https://meta.discourse.org/t/-/#{post["topic_id"]}/#{post["post_number"]}", username: post["username"], excerpt: post["blurb"], created: post["created_at"], category: category_names, likes: post["like_count"], tags: topic["tags"].join(", "), } row end end end protected def self.categories return @categories if defined?(@categories) url = "https://meta.discourse.org/site.json" json = JSON.parse(Net::HTTP.get(URI(url))) @categories = json["categories"] .map do |c| [c["id"], { "name" => c["name"], "parent_category_id" => c["parent_category_id"] }] end .to_h end def description_args { count: @last_num_results || 0, query: @last_query || "", url: "https://meta.discourse.org/search?q=#{CGI.escape(@last_query || "")}", } end private def calculate_max_results(llm) max_results = options[:max_results].to_i return [max_results, 100].min if max_results > 0 if llm.max_prompt_tokens > 30_000 60 elsif llm.max_prompt_tokens > 10_000 40 else 20 end end end end end end