discourse-ai/lib/ai_helper/chat_thread_titler.rb

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# frozen_string_literal: true
module DiscourseAi
module AiHelper
class ChatThreadTitler
def initialize(thread)
@thread = thread
end
def suggested_title
@thread.then { thread_content(_1) }.then { call_llm(_1) }.then { cleanup(_1) }
end
def call_llm(thread_content)
return nil if thread_content.blank?
chat = "<input>\n#{thread_content}\n</input>"
prompt =
DiscourseAi::Completions::Prompt.new(
<<~TEXT.strip,
I want you to act as a title generator for chat between users. I will provide you with the chat transcription,
and you will generate a single attention-grabbing title. Please keep the title concise and under 15 words
and ensure that the meaning is maintained. The title will utilize the same language type of the chat.
I want you to only reply the suggested title and nothing else, do not write explanations.
You will find the chat between <input></input> XML tags. Return the suggested title between <title> tags.
TEXT
messages: [{ type: :user, content: chat, id: "User" }],
)
DiscourseAi::Completions::Llm.proxy(SiteSetting.ai_helper_model).generate(
prompt,
user: Discourse.system_user,
stop_sequences: ["</input>"],
)
end
def cleanup(title)
(Nokogiri::HTML5.fragment(title).at("title")&.text || title)
.split("\n")
.first
.then { _1.match?(/^("|')(.*)("|')$/) ? _1[1..-2] : _1 }
.truncate(100, separator: " ")
end
def thread_content(thread)
# TODO: Replace me by a proper API call
thread
.chat_messages
.joins(:user)
.pluck(:username, :message)
.map { |username, message| "#{username}: #{message}" }
.join("\n")
end
attr_reader :thread
end
end
end