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