discourse-ai/lib/ai_bot/commands/search_command.rb
Sam 605445831f
FEATURE: try including views/username/likes in search results (#349)
This is somewhat experimental, but the context of likes/view/username
can help the llm find out what content is more important or even
common users that produce great content

This inflates the amount of tokens somewhat, but given it is all numbers
and search columns titles are only included once this is not severe
2023-12-12 12:22:28 +11:00

233 lines
6.8 KiB
Ruby

#frozen_string_literal: true
module DiscourseAi::AiBot::Commands
class SearchCommand < Command
class << self
def name
"search"
end
def desc
"Will search topics in the current discourse instance, when rendering always prefer to link to the topics you find"
end
def options
[option(:base_query, type: :string), option(:max_results, type: :integer)]
end
def parameters
[
Parameter.new(
name: "search_query",
description:
"Specific keywords to search for, space seperated (correct bad spelling, remove connector words)",
type: "string",
),
Parameter.new(
name: "user",
description:
"Filter search results to this username (only include if user explicitly asks to filter by user)",
type: "string",
),
Parameter.new(
name: "order",
description: "search result order",
type: "string",
enum: %w[latest latest_topic oldest views likes],
),
Parameter.new(
name: "limit",
description:
"Number of results to return. Defaults to maximum number of results. Only set if absolutely necessary",
type: "integer",
),
Parameter.new(
name: "max_posts",
description:
"maximum number of posts on the topics (topics where lots of people posted)",
type: "integer",
),
Parameter.new(
name: "tags",
description:
"list of tags to search for. Use + to join with OR, use , to join with AND",
type: "string",
),
Parameter.new(
name: "category",
description: "category name to filter to",
type: "string",
),
Parameter.new(
name: "before",
description: "only topics created before a specific date YYYY-MM-DD",
type: "string",
),
Parameter.new(
name: "after",
description: "only topics created after a specific date YYYY-MM-DD",
type: "string",
),
Parameter.new(
name: "status",
description: "search for topics in a particular state",
type: "string",
enum: %w[open closed archived noreplies single_user],
),
]
end
def custom_system_message
<<~TEXT
You were trained on OLD data, lean on search to get up to date information about this forum
When searching try to SIMPLIFY search terms
Discourse search joins all terms with AND. Reduce and simplify terms to find more results.
TEXT
end
end
def result_name
"results"
end
def description_args
{
count: @last_num_results || 0,
query: @last_query || "",
url: "#{Discourse.base_path}/search?q=#{CGI.escape(@last_query || "")}",
}
end
MIN_SEMANTIC_RESULTS = 5
def max_semantic_results
max_results / 4
end
def max_results
return 20 if !bot
max_results = persona_options[:max_results].to_i
return [max_results, 100].min if max_results > 0
if bot.prompt_limit(allow_commands: false) > 30_000
60
elsif bot.prompt_limit(allow_commands: false) > 10_000
40
else
20
end
end
def process(**search_args)
limit = nil
search_string =
search_args
.map do |key, value|
if key == :search_query
value
elsif key == :limit
limit = value.to_i
nil
else
"#{key}:#{value}"
end
end
.compact
.join(" ")
@last_query = search_string
show_progress(I18n.t("discourse_ai.ai_bot.searching", query: search_string))
if persona_options[:base_query].present?
search_string = "#{search_string} #{persona_options[:base_query]}"
end
results =
Search.execute(
search_string.to_s + " status:public",
search_type: :full_page,
guardian: Guardian.new(),
)
# let's be frugal with tokens, 50 results is too much and stuff gets cut off
limit ||= max_results
limit = max_results if limit > max_results
should_try_semantic_search = SiteSetting.ai_embeddings_semantic_search_enabled
should_try_semantic_search &&= (limit == max_results)
should_try_semantic_search &&= (search_args[:search_query].present?)
limit = limit - max_semantic_results if should_try_semantic_search
posts = results&.posts || []
posts = posts[0..limit - 1]
if should_try_semantic_search
semantic_search = DiscourseAi::Embeddings::SemanticSearch.new(Guardian.new())
topic_ids = Set.new(posts.map(&:topic_id))
search = Search.new(search_string, guardian: Guardian.new)
results = nil
begin
results = semantic_search.search_for_topics(search.term)
rescue => e
Discourse.warn_exception(e, message: "Semantic search failed")
end
if results
results = search.apply_filters(results)
results.each do |post|
next if topic_ids.include?(post.topic_id)
topic_ids << post.topic_id
posts << post
break if posts.length >= max_results
end
end
end
@last_num_results = posts.length
# this is the general pattern from core
# if there are millions of hidden tags it may fail
hidden_tags = nil
if posts.blank?
{ args: search_args, rows: [], instruction: "nothing was found, expand your search" }
else
format_results(posts, args: search_args) do |post|
category_names = [
post.topic.category&.parent_category&.name,
post.topic.category&.name,
].compact.join(" > ")
row = {
title: post.topic.title,
url: Discourse.base_path + post.url,
username: post.user&.username,
excerpt: post.excerpt,
created: post.created_at,
category: category_names,
likes: post.like_count,
topic_views: post.topic.views,
topic_likes: post.topic.like_count,
topic_replies: post.topic.posts_count - 1,
}
if SiteSetting.tagging_enabled
hidden_tags ||= DiscourseTagging.hidden_tag_names
# using map over pluck to avoid n+1 (assuming caller preloading)
tags = post.topic.tags.map(&:name) - hidden_tags
row[:tags] = tags.join(", ") if tags.present?
end
row
end
end
end
end
end