discourse-ai/lib/ai_bot/playground.rb
Sam 3a8d95f6b2
FEATURE: mentionable personas and random picker tool, context limits (#466)
1. Personas are now optionally mentionable, meaning that you can mention them either from public topics or PMs
       - Mentioning from PMs helps "switch" persona mid conversation, meaning if you want to look up sites setting you can invoke the site setting bot, or if you want to generate an image you can invoke dall e
        - Mentioning outside of PMs allows you to inject a bot reply in a topic trivially
     - We also add the support for max_context_posts this allow you to limit the amount of context you feed in, which can help control costs

2. Add support for a "random picker" tool that can be used to pick random numbers 

3. Clean up routing ai_personas -> ai-personas

4. Add Max Context Posts so users can control how much history a persona can consume (this is important for mentionable personas) 

Co-authored-by: Martin Brennan <martin@discourse.org>
2024-02-15 16:37:59 +11:00

357 lines
11 KiB
Ruby

# frozen_string_literal: true
module DiscourseAi
module AiBot
class Playground
attr_reader :bot
# An abstraction to manage the bot and topic interactions.
# The bot will take care of completions while this class updates the topic title
# and stream replies.
REQUIRE_TITLE_UPDATE = "discourse-ai-title-update"
def self.schedule_reply(post)
bot_ids = DiscourseAi::AiBot::EntryPoint::BOT_USER_IDS
return if bot_ids.include?(post.user_id)
if AiPersona.mentionables.any? { |mentionable| mentionable[:user_id] == post.user_id }
return
end
bot_user = nil
mentioned = nil
if post.topic.private_message?
bot_user = post.topic.topic_allowed_users.where(user_id: bot_ids).first&.user
end
if AiPersona.mentionables.length > 0
mentions = post.mentions.map(&:downcase)
mentioned =
AiPersona.mentionables.find do |mentionable|
mentions.include?(mentionable[:username]) &&
(post.user.group_ids & mentionable[:allowed_group_ids]).present?
end
# PM always takes precedence
if mentioned && !bot_user
model_without_provider = mentioned[:default_llm].split(":").last
user_id =
DiscourseAi::AiBot::EntryPoint.map_bot_model_to_user_id(model_without_provider)
if !user_id
Rails.logger.warn(
"Model #{mentioned[:default_llm]} not found for persona #{mentioned[:username]}",
)
if Rails.env.development? || Rails.env.test?
raise "Model #{mentioned[:default_llm]} not found for persona #{mentioned[:username]}"
end
else
bot_user = User.find_by(id: user_id)
end
end
end
if bot_user
persona_id = mentioned&.dig(:id) || post.topic.custom_fields["ai_persona_id"]
persona = nil
if persona_id
persona =
DiscourseAi::AiBot::Personas::Persona.find_by(user: post.user, id: persona_id.to_i)
end
if !persona && persona_name = post.topic.custom_fields["ai_persona"]
persona =
DiscourseAi::AiBot::Personas::Persona.find_by(user: post.user, name: persona_name)
end
persona ||= DiscourseAi::AiBot::Personas::General
bot = DiscourseAi::AiBot::Bot.as(bot_user, persona: persona.new)
new(bot).update_playground_with(post)
end
end
def initialize(bot)
@bot = bot
end
def update_playground_with(post)
if can_attach?(post)
schedule_playground_titling(post)
schedule_bot_reply(post)
end
end
def conversation_context(post)
# Pay attention to the `post_number <= ?` here.
# We want to inject the last post as context because they are translated differently.
# also setting default to 40, allowing huge contexts costs lots of tokens
max_posts = 40
if bot.persona.class.respond_to?(:max_context_posts)
max_posts = bot.persona.class.max_context_posts || 40
end
post_types = [Post.types[:regular]]
post_types << Post.types[:whisper] if post.post_type == Post.types[:whisper]
context =
post
.topic
.posts
.includes(:user)
.joins("LEFT JOIN post_custom_prompts ON post_custom_prompts.post_id = posts.id")
.where("post_number <= ?", post.post_number)
.order("post_number desc")
.where("post_type in (?)", post_types)
.limit(max_posts)
.pluck(:raw, :username, "post_custom_prompts.custom_prompt")
result = []
first = true
context.reverse_each do |raw, username, custom_prompt|
custom_prompt_translation =
Proc.new do |message|
# We can't keep backwards-compatibility for stored functions.
# Tool syntax requires a tool_call_id which we don't have.
if message[2] != "function"
custom_context = {
content: message[0],
type: message[2].present? ? message[2].to_sym : :model,
}
custom_context[:id] = message[1] if custom_context[:type] != :model
result << custom_context
end
end
if custom_prompt.present?
if first
custom_prompt.each(&custom_prompt_translation)
first = false
else
custom_prompt.first(2).each(&custom_prompt_translation)
end
else
context = {
content: raw,
type: (available_bot_usernames.include?(username) ? :model : :user),
}
context[:id] = username if context[:type] == :user
result << context
end
end
result
end
def title_playground(post)
context = conversation_context(post)
bot
.get_updated_title(context, post.user)
.tap do |new_title|
PostRevisor.new(post.topic.first_post, post.topic).revise!(
bot.bot_user,
title: new_title.sub(/\A"/, "").sub(/"\Z/, ""),
)
post.topic.custom_fields.delete(DiscourseAi::AiBot::EntryPoint::REQUIRE_TITLE_UPDATE)
post.topic.save_custom_fields
end
end
def reply_to(post)
reply = +""
start = Time.now
post_type =
post.post_type == Post.types[:whisper] ? Post.types[:whisper] : Post.types[:regular]
context = {
site_url: Discourse.base_url,
site_title: SiteSetting.title,
site_description: SiteSetting.site_description,
time: Time.zone.now,
participants: post.topic.allowed_users.map(&:username).join(", "),
conversation_context: conversation_context(post),
user: post.user,
}
reply_user = bot.bot_user
if bot.persona.class.respond_to?(:user_id)
reply_user = User.find_by(id: bot.persona.class.user_id) || reply_user
end
stream_reply = post.topic.private_message?
# we need to ensure persona user is allowed to reply to the pm
if post.topic.private_message?
if !post.topic.topic_allowed_users.exists?(user_id: reply_user.id)
post.topic.topic_allowed_users.create!(user_id: reply_user.id)
end
end
if stream_reply
reply_post =
PostCreator.create!(
reply_user,
topic_id: post.topic_id,
raw: "",
skip_validations: true,
skip_jobs: true,
post_type: post_type,
)
publish_update(reply_post, { raw: reply_post.cooked })
redis_stream_key = "gpt_cancel:#{reply_post.id}"
Discourse.redis.setex(redis_stream_key, 60, 1)
end
new_custom_prompts =
bot.reply(context) do |partial, cancel, placeholder|
reply << partial
raw = reply.dup
raw << "\n\n" << placeholder if placeholder.present?
if stream_reply && !Discourse.redis.get(redis_stream_key)
cancel&.call
reply_post.update!(raw: reply, cooked: PrettyText.cook(reply))
end
if stream_reply
# Minor hack to skip the delay during tests.
if placeholder.blank?
next if (Time.now - start < 0.5) && !Rails.env.test?
start = Time.now
end
Discourse.redis.expire(redis_stream_key, 60)
publish_update(reply_post, { raw: raw })
end
end
return if reply.blank?
if stream_reply
# land the final message prior to saving so we don't clash
reply_post.cooked = PrettyText.cook(reply)
publish_final_update(reply_post)
reply_post.revise(
bot.bot_user,
{ raw: reply },
skip_validations: true,
skip_revision: true,
)
else
reply_post =
PostCreator.create!(
reply_user,
topic_id: post.topic_id,
raw: reply,
skip_validations: true,
post_type: post_type,
)
end
# not need to add a custom prompt for a single reply
if new_custom_prompts.length > 1
reply_post.post_custom_prompt ||= reply_post.build_post_custom_prompt(custom_prompt: [])
prompt = reply_post.post_custom_prompt.custom_prompt || []
prompt.concat(new_custom_prompts)
reply_post.post_custom_prompt.update!(custom_prompt: prompt)
end
reply_post
ensure
publish_final_update(reply_post) if stream_reply
end
private
def publish_final_update(reply_post)
return if @published_final_update
if reply_post
publish_update(reply_post, { cooked: reply_post.cooked, done: true })
# we subscribe at position -2 so we will always get this message
# moving all cooked on every page load is wasteful ... this means
# we have a benign message at the end, 2 is set to ensure last message
# is delivered
publish_update(reply_post, { noop: true })
@published_final_update = true
end
end
def can_attach?(post)
return false if bot.bot_user.nil?
return false if post.topic.private_message? && post.post_type != Post.types[:regular]
return false if (SiteSetting.ai_bot_allowed_groups_map & post.user.group_ids).blank?
true
end
def schedule_playground_titling(post)
if post.post_number == 1 && post.topic.private_message?
post.topic.custom_fields[REQUIRE_TITLE_UPDATE] = true
post.topic.save_custom_fields
::Jobs.enqueue_in(
5.minutes,
:update_ai_bot_pm_title,
post_id: post.id,
bot_user_id: bot.bot_user.id,
)
end
end
def schedule_bot_reply(post)
persona_id =
DiscourseAi::AiBot::Personas::Persona.system_personas[bot.persona.class] ||
bot.persona.class.id
::Jobs.enqueue(
:create_ai_reply,
post_id: post.id,
bot_user_id: bot.bot_user.id,
persona_id: persona_id,
)
end
def context(topic)
{
site_url: Discourse.base_url,
site_title: SiteSetting.title,
site_description: SiteSetting.site_description,
time: Time.zone.now,
participants: topic.allowed_users.map(&:username).join(", "),
}
end
def publish_update(bot_reply_post, payload)
payload = { post_id: bot_reply_post.id, post_number: bot_reply_post.post_number }.merge(
payload,
)
MessageBus.publish(
"discourse-ai/ai-bot/topic/#{bot_reply_post.topic_id}",
payload,
user_ids: bot_reply_post.topic.allowed_user_ids,
max_backlog_size: 2,
max_backlog_age: 60,
)
end
def available_bot_usernames
@bot_usernames ||= DiscourseAi::AiBot::EntryPoint::BOTS.map(&:second)
end
end
end
end