# frozen_string_literal: true
module DiscourseAi
module Summarization
module Strategies
class TopicSummary < Base
def type
AiSummary.summary_types[:complete]
end
def targets_data
content = {
resource_path: "#{Discourse.base_path}/t/-/#{target.id}",
content_title: target.title,
contents: [],
}
posts_data =
(target.has_summary? ? best_replies : pick_selection).pluck(
:post_number,
:raw,
:username,
)
posts_data.each do |(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
content[:contents] << { poster: username, id: pn, text: raw_text }
end
content
end
def concatenation_prompt(texts_to_summarize)
prompt = DiscourseAi::Completions::Prompt.new(<<~TEXT.strip)
You are a summarization bot that effectively concatenates disjointed summaries, creating a cohesive narrative.
The narrative you create is in the form of one or multiple paragraphs.
Your reply MUST BE a single concatenated summary using the summaries I'll provide to you.
I'm NOT interested in anything other than the concatenated summary, don't include additional text or comments.
You understand and generate Discourse forum Markdown.
You format the response, including links, using Markdown.
TEXT
prompt.push(type: :user, content: <<~TEXT.strip)
THESE are the summaries, each one separated by a newline, all of them inside XML tags:
#{texts_to_summarize.join("\n")}
TEXT
prompt
end
def summarize_single_prompt(input, opts)
insts = +<<~TEXT
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.
TEXT
insts << <<~TEXT if opts[:resource_path]
- Each post is formatted as ") "
- Cite specific noteworthy posts using the format [NAME](#{opts[:resource_path]}/POST_NUMBER)
- Example: link to the 3rd post by sam: [sam](#{opts[:resource_path]}/3)
- Example: link to the 6th post by jane: [agreed with](#{opts[:resource_path]}/6)
- Example: link to the 13th post by joe: [#13](#{opts[:resource_path]}/13)
- When formatting usernames either use @USERNMAE OR [USERNAME](#{opts[:resource_path]}/POST_NUMBER)
TEXT
prompt = DiscourseAi::Completions::Prompt.new(insts.strip)
if opts[:resource_path]
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](#{opts[:resource_path]}/1) hates them, while [user2](#{opts[:resource_path]}/2) loves them.",
)
end
prompt.push(type: :user, content: <<~TEXT.strip)
#{opts[:content_title].present? ? "The discussion title is: " + opts[: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