FEATURE: more accurate and faster titles (#791)
Previously we waited 1 minute before automatically titling PMs The new change introduces adding a title immediately after the the llm replies Prompt was also modified to include the LLM reply in title suggestion. This helps situation like: user: tell me a joke llm: a very funy joke about horses Then the title would be "A Funny Horse Joke" Specs already covered some auto title logic, amended to also catch the new message bus message we have been sending.
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Sam
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@ -1,24 +0,0 @@
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# frozen_string_literal: true
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module ::Jobs
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class UpdateAiBotPmTitle < ::Jobs::Base
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sidekiq_options retry: false
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def execute(args)
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return unless bot_user = User.find_by(id: args[:bot_user_id])
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return unless bot = DiscourseAi::AiBot::Bot.as(bot_user, model: args[:model])
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return unless post = Post.includes(:topic).find_by(id: args[:post_id])
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return unless post.topic.custom_fields[DiscourseAi::AiBot::EntryPoint::REQUIRE_TITLE_UPDATE]
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DiscourseAi::AiBot::Playground.new(bot).title_playground(post)
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publish_update(post.topic, { title: post.topic.title })
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end
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def publish_update(topic, payload)
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allowed_users = topic.topic_allowed_users.pluck(:user_id)
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MessageBus.publish("/discourse-ai/ai-bot/topic/#{topic.id}", payload, user_ids: allowed_users)
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end
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end
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end
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@ -24,23 +24,41 @@ module DiscourseAi
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def get_updated_title(conversation_context, post)
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system_insts = <<~TEXT.strip
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You are titlebot. Given a topic, you will figure out a title.
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You will never respond with anything but 7 word topic title.
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You are titlebot. Given a conversation, you will suggest a title.
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- You will never respond with anything but the suggested title.
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- You will always match the conversation language in your title suggestion.
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- Title will capture the essence of the conversation.
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TEXT
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# conversation context may contain tool calls, and confusing user names
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# clean it up
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conversation = +""
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conversation_context.each do |context|
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if context[:type] == :user
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conversation << "User said:\n#{context[:content]}\n\n"
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elsif context[:type] == :model
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conversation << "Model said:\n#{context[:content]}\n\n"
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end
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end
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instruction = <<~TEXT.strip
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Given the following conversation:
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{{{
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#{conversation}
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}}}
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Reply only with a title that is 7 words or less.
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TEXT
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title_prompt =
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DiscourseAi::Completions::Prompt.new(
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system_insts,
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messages: conversation_context,
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messages: [type: :user, content: instruction],
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topic_id: post.topic_id,
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)
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title_prompt.push(
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type: :user,
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content:
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"Based on our previous conversation, suggest a 7 word title without quoting any of it.",
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)
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DiscourseAi::Completions::Llm
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.proxy(model)
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.generate(title_prompt, user: post.user, feature_name: "bot_title")
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@ -5,7 +5,6 @@ module DiscourseAi
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USER_AGENT = "Discourse AI Bot 1.0 (https://www.discourse.org)"
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class EntryPoint
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REQUIRE_TITLE_UPDATE = "discourse-ai-title-update"
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Bot = Struct.new(:id, :name, :llm)
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def self.all_bot_ids
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@ -9,8 +9,6 @@ module DiscourseAi
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# The bot will take care of completions while this class updates the topic title
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# and stream replies.
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REQUIRE_TITLE_UPDATE = "discourse-ai-title-update"
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def self.find_chat_persona(message, channel, user)
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if channel.direct_message_channel?
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AiPersona.allowed_chat.find do |p|
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@ -126,10 +124,7 @@ module DiscourseAi
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end
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def update_playground_with(post)
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if can_attach?(post)
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schedule_playground_titling(post)
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schedule_bot_reply(post)
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end
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schedule_bot_reply(post) if can_attach?(post)
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end
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def conversation_context(post)
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@ -217,9 +212,14 @@ module DiscourseAi
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bot.bot_user,
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title: new_title.sub(/\A"/, "").sub(/"\Z/, ""),
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)
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post.topic.custom_fields.delete(DiscourseAi::AiBot::EntryPoint::REQUIRE_TITLE_UPDATE)
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post.topic.save_custom_fields
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end
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allowed_users = post.topic.topic_allowed_users.pluck(:user_id)
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MessageBus.publish(
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"/discourse-ai/ai-bot/topic/#{post.topic.id}",
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{ title: post.topic.title },
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user_ids: allowed_users,
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)
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end
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def chat_context(message, channel, persona_user, context_post_ids)
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@ -487,6 +487,9 @@ module DiscourseAi
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reply_post
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ensure
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publish_final_update(reply_post) if stream_reply
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if reply_post && post.post_number == 1 && post.topic.private_message?
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title_playground(reply_post)
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end
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end
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def available_bot_usernames
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@ -526,21 +529,6 @@ module DiscourseAi
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true
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end
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def schedule_playground_titling(post)
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if post.post_number == 1 && post.topic.private_message?
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post.topic.custom_fields[REQUIRE_TITLE_UPDATE] = true
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post.topic.save_custom_fields
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::Jobs.enqueue_in(
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1.minute,
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:update_ai_bot_pm_title,
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post_id: post.id,
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bot_user_id: bot.bot_user.id,
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model: bot.model,
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)
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end
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end
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def schedule_bot_reply(post)
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persona_id =
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DiscourseAi::AiBot::Personas::Persona.system_personas[bot.persona.class] ||
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@ -1,65 +0,0 @@
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# frozen_string_literal: true
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RSpec.describe Jobs::UpdateAiBotPmTitle do
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let(:user) { Fabricate(:admin) }
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fab!(:claude_2) { Fabricate(:llm_model, name: "claude-2") }
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let(:bot_user) { DiscourseAi::AiBot::EntryPoint.find_user_from_model("claude-2") }
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before do
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toggle_enabled_bots(bots: [claude_2])
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SiteSetting.ai_bot_enabled = true
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end
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it "will properly update title on bot PMs" do
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SiteSetting.ai_bot_allowed_groups = Group::AUTO_GROUPS[:staff]
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post =
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create_post(
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user: user,
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raw: "Hello there",
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title: "does not matter should be updated",
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archetype: Archetype.private_message,
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target_usernames: bot_user.username,
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)
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title_result = "A great title would be:\n\nMy amazing title\n\n"
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DiscourseAi::Completions::Llm.with_prepared_responses([title_result]) do
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subject.execute(bot_user_id: bot_user.id, post_id: post.id)
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expect(post.reload.topic.title).to eq("My amazing title")
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end
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another_title = "I'm a different title"
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DiscourseAi::Completions::Llm.with_prepared_responses([another_title]) do
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subject.execute(bot_user_id: bot_user.id, post_id: post.id)
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expect(post.reload.topic.title).to eq("My amazing title")
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end
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end
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it "will post an update with the new title to the message bus channel" do
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SiteSetting.ai_bot_allowed_groups = Group::AUTO_GROUPS[:staff]
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post =
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create_post(
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user: user,
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raw: "Hello there",
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title: "does not matter should be updated",
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archetype: Archetype.private_message,
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target_usernames: bot_user.username,
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)
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title_result = "A great title would be:\n\nMy amazing title\n\n"
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DiscourseAi::Completions::Llm.with_prepared_responses([title_result]) do
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messages =
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MessageBus.track_publish("/discourse-ai/ai-bot/topic/#{post.topic.id}") do
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subject.execute(bot_user_id: bot_user.id, post_id: post.id)
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end
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final_update = messages.last.data
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expect(final_update[:title]).to eq("My amazing title")
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end
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end
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end
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@ -517,7 +517,7 @@ RSpec.describe DiscourseAi::AiBot::Playground do
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post = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(
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["Magic title", "Yes I can"],
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["Yes I can", "Magic Title"],
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llm: "custom:#{claude_2.id}",
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) do
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post =
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@ -549,22 +549,29 @@ RSpec.describe DiscourseAi::AiBot::Playground do
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post = nil
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gpt3_5_bot_user = gpt_35_turbo.reload.user
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messages = nil
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# title is queued first, ensures it uses the llm targeted via target_usernames not claude
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DiscourseAi::Completions::Llm.with_prepared_responses(
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["Magic title", "Yes I can"],
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["Yes I can", "Magic Title"],
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llm: "custom:#{gpt_35_turbo.id}",
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) do
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post =
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create_post(
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title: "I just made a PM",
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raw: "Hey @#{persona.user.username}, can you help me?",
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target_usernames: "#{user.username},#{gpt3_5_bot_user.username}",
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archetype: Archetype.private_message,
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user: admin,
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)
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messages =
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MessageBus.track_publish do
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post =
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create_post(
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title: "I just made a PM",
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raw: "Hey @#{persona.user.username}, can you help me?",
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target_usernames: "#{user.username},#{gpt3_5_bot_user.username}",
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archetype: Archetype.private_message,
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user: admin,
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)
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end
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end
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title_update_message =
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messages.find { |m| m.channel == "/discourse-ai/ai-bot/topic/#{post.topic.id}" }
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expect(title_update_message.data).to eq({ title: "Magic Title" })
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last_post = post.topic.posts.order(:post_number).last
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expect(last_post.raw).to eq("Yes I can")
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expect(last_post.user_id).to eq(persona.user_id)
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