1025 lines
32 KiB
Ruby
1025 lines
32 KiB
Ruby
# frozen_string_literal: true
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RSpec.describe DiscourseAi::AiBot::Playground do
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subject(:playground) { described_class.new(bot) }
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fab!(:claude_2) { Fabricate(:llm_model, name: "claude-2") }
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fab!(:opus_model) { Fabricate(:anthropic_model) }
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fab!(:bot_user) do
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toggle_enabled_bots(bots: [claude_2])
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SiteSetting.ai_bot_enabled = true
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claude_2.reload.user
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end
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fab!(:bot) do
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persona =
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AiPersona
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.find(
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DiscourseAi::AiBot::Personas::Persona.system_personas[
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DiscourseAi::AiBot::Personas::General
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],
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)
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.class_instance
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.new
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DiscourseAi::AiBot::Bot.as(bot_user, persona: persona)
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end
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fab!(:admin) { Fabricate(:admin, refresh_auto_groups: true) }
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fab!(:user) { Fabricate(:user, refresh_auto_groups: true) }
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fab!(:pm) do
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Fabricate(
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:private_message_topic,
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title: "This is my special PM",
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user: user,
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topic_allowed_users: [
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Fabricate.build(:topic_allowed_user, user: user),
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Fabricate.build(:topic_allowed_user, user: bot_user),
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],
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)
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end
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fab!(:first_post) do
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Fabricate(:post, topic: pm, user: user, post_number: 1, raw: "This is a reply by the user")
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end
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fab!(:second_post) do
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Fabricate(:post, topic: pm, user: bot_user, post_number: 2, raw: "This is a bot reply")
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end
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fab!(:third_post) do
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Fabricate(
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:post,
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topic: pm,
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user: user,
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post_number: 3,
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raw: "This is a second reply by the user",
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)
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end
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after do
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# we must reset cache on persona cause data can be rolled back
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AiPersona.persona_cache.flush!
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end
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describe "is_bot_user_id?" do
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it "properly detects ALL bots as bot users" do
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persona = Fabricate(:ai_persona, enabled: false)
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persona.create_user!
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expect(DiscourseAi::AiBot::Playground.is_bot_user_id?(persona.user_id)).to eq(true)
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end
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end
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describe "custom tool integration" do
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let!(:custom_tool) do
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AiTool.create!(
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name: "search",
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summary: "searching for things",
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description: "A test custom tool",
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parameters: [{ name: "query", type: "string", description: "Input for the custom tool" }],
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script:
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"function invoke(params) { return 'Custom tool result: ' + params.query; }; function details() { return 'did stuff'; }",
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created_by: user,
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)
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end
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let!(:ai_persona) { Fabricate(:ai_persona, tools: ["custom-#{custom_tool.id}"]) }
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let(:function_call) { (<<~XML).strip }
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<function_calls>
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<invoke>
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<tool_name>search</tool_name>
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<tool_id>666</tool_id>
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<parameters>
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<query>Can you use the custom tool</query>
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</parameters>
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</invoke>
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</function_calls>",
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XML
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let(:bot) { DiscourseAi::AiBot::Bot.as(bot_user, persona: ai_persona.class_instance.new) }
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let(:playground) { DiscourseAi::AiBot::Playground.new(bot) }
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it "can create uploads from a tool" do
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custom_tool.update!(script: <<~JS)
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let imageBase64 = "iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAQAAAC1HAwCAAAAC0lEQVR42mP8/wcAAgEB/awxUE0AAAAASUVORK5CYII="
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function invoke(params) {
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let image = upload.create("image.png", imageBase64);
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chain.setCustomRaw(``);
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return image.id;
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};
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JS
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tool_name = "custom-#{custom_tool.id}"
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ai_persona.update!(tools: [[tool_name, nil, true]], tool_details: false)
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reply_post = nil
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prompts = nil
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responses = [function_call]
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do |_, _, _prompts|
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new_post = Fabricate(:post, raw: "Can you use the custom tool?")
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reply_post = playground.reply_to(new_post)
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prompts = _prompts
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end
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expect(prompts.length).to eq(1)
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upload_id = prompts[0].messages[3][:content].to_i
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upload = Upload.find(upload_id)
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expect(reply_post.raw).to eq("")
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end
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it "can force usage of a tool" do
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tool_name = "custom-#{custom_tool.id}"
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ai_persona.update!(tools: [[tool_name, nil, true]], forced_tool_count: 1)
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responses = [function_call, "custom tool did stuff (maybe)"]
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prompts = nil
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reply_post = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do |_, _, _prompts|
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new_post = Fabricate(:post, raw: "Can you use the custom tool?")
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reply_post = playground.reply_to(new_post)
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prompts = _prompts
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end
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expect(prompts.length).to eq(2)
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expect(prompts[0].tool_choice).to eq("search")
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expect(prompts[1].tool_choice).to eq(nil)
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ai_persona.update!(forced_tool_count: 1)
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responses = ["no tool call here"]
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do |_, _, _prompts|
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new_post = Fabricate(:post, raw: "Will you use the custom tool?", topic: reply_post.topic)
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_reply_post = playground.reply_to(new_post)
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prompts = _prompts
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end
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expect(prompts.length).to eq(1)
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expect(prompts[0].tool_choice).to eq(nil)
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end
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it "uses custom tool in conversation" do
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persona_klass = AiPersona.all_personas.find { |p| p.name == ai_persona.name }
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bot = DiscourseAi::AiBot::Bot.as(bot_user, persona: persona_klass.new)
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playground = DiscourseAi::AiBot::Playground.new(bot)
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responses = [function_call, "custom tool did stuff (maybe)"]
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reply_post = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do |_, _, _prompt|
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new_post = Fabricate(:post, raw: "Can you use the custom tool?")
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reply_post = playground.reply_to(new_post)
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end
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expected = <<~TXT.strip
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<details>
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<summary>searching for things</summary>
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<p>did stuff</p>
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</details>
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<span></span>
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custom tool did stuff (maybe)
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TXT
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expect(reply_post.raw).to eq(expected)
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custom_prompt = PostCustomPrompt.find_by(post_id: reply_post.id).custom_prompt
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expected_prompt = [
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[
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"{\"arguments\":{\"query\":\"Can you use the custom tool\"}}",
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"666",
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"tool_call",
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"search",
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],
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["\"Custom tool result: Can you use the custom tool\"", "666", "tool", "search"],
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["custom tool did stuff (maybe)", "claude-2"],
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]
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expect(custom_prompt).to eq(expected_prompt)
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custom_tool.update!(enabled: false)
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# so we pick up new cache
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persona_klass = AiPersona.all_personas.find { |p| p.name == ai_persona.name }
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bot = DiscourseAi::AiBot::Bot.as(bot_user, persona: persona_klass.new)
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playground = DiscourseAi::AiBot::Playground.new(bot)
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# lets ensure tool does not run...
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do |_, _, _prompt|
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new_post = Fabricate(:post, raw: "Can you use the custom tool?")
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reply_post = playground.reply_to(new_post)
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end
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expect(reply_post.raw.strip).to eq(function_call)
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end
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end
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describe "image support" do
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before do
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Jobs.run_immediately!
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SiteSetting.ai_bot_allowed_groups = "#{Group::AUTO_GROUPS[:trust_level_0]}"
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end
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fab!(:persona) do
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AiPersona.create!(
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name: "Test Persona",
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description: "A test persona",
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allowed_group_ids: [Group::AUTO_GROUPS[:trust_level_0]],
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enabled: true,
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system_prompt: "You are a helpful bot",
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vision_enabled: true,
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vision_max_pixels: 1_000,
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default_llm: "custom:#{opus_model.id}",
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allow_topic_mentions: true,
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)
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end
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fab!(:upload)
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it "sends images to llm" do
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post = nil
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persona.create_user!
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image = ""
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body = "Hey @#{persona.user.username}, can you help me with this image? #{image}"
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prompts = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(
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["I understood image"],
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) do |_, _, inner_prompts|
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post = create_post(title: "some new topic I created", raw: body)
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prompts = inner_prompts
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end
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expect(prompts[0].messages[1][:upload_ids]).to eq([upload.id])
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expect(prompts[0].max_pixels).to eq(1000)
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post.topic.reload
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last_post = post.topic.posts.order(:post_number).last
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expect(last_post.raw).to eq("I understood image")
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end
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end
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describe "persona with user support" do
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before do
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Jobs.run_immediately!
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SiteSetting.ai_bot_allowed_groups = "#{Group::AUTO_GROUPS[:trust_level_0]}"
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end
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fab!(:persona) do
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persona =
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AiPersona.create!(
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name: "Test Persona",
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description: "A test persona",
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allowed_group_ids: [Group::AUTO_GROUPS[:trust_level_0]],
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enabled: true,
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system_prompt: "You are a helpful bot",
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)
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persona.create_user!
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persona.update!(
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default_llm: "custom:#{claude_2.id}",
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allow_chat_channel_mentions: true,
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allow_topic_mentions: true,
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)
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persona
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end
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context "with chat channels" do
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fab!(:channel) { Fabricate(:chat_channel) }
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fab!(:membership) do
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Fabricate(:user_chat_channel_membership, user: user, chat_channel: channel)
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end
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let(:guardian) { Guardian.new(user) }
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before do
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SiteSetting.ai_bot_enabled = true
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SiteSetting.chat_allowed_groups = "#{Group::AUTO_GROUPS[:trust_level_0]}"
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Group.refresh_automatic_groups!
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persona.update!(allow_chat_channel_mentions: true, default_llm: "custom:#{opus_model.id}")
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end
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it "should behave in a sane way when threading is enabled" do
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channel.update!(threading_enabled: true)
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message =
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "thread 1 message 1",
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guardian: guardian,
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)
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message =
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "thread 1 message 2",
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in_reply_to_id: message.id,
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guardian: guardian,
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)
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thread = message.thread
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thread.update!(title: "a magic thread")
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message =
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "thread 2 message 1",
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guardian: guardian,
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)
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message =
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "thread 2 message 2",
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in_reply_to_id: message.id,
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guardian: guardian,
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)
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prompts = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(["world"]) do |_, _, _prompts|
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message =
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "Hello @#{persona.user.username}",
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guardian: guardian,
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)
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prompts = _prompts
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end
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# don't start a thread cause it will get confusing
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message.reload
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expect(message.thread_id).to be_nil
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prompt = prompts[0]
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content = prompt.messages[1][:content]
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# this is fragile by design, mainly so the example can be ultra clear
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expected = (<<~TEXT).strip
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You are replying inside a Discourse chat channel. Here is a summary of the conversation so far:
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{{{
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#{user.username}: (a magic thread)
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thread 1 message 1
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#{user.username}: thread 2 message 1
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}}}
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Your instructions:
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#{user.username} said Hello
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TEXT
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expect(content.strip).to eq(expected)
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end
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it "should reply to a mention if properly enabled" do
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prompts = nil
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "This is a story about stuff",
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guardian: guardian,
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)
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DiscourseAi::Completions::Llm.with_prepared_responses(["world"]) do |_, _, _prompts|
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ChatSDK::Message.create(
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channel_id: channel.id,
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raw: "Hello @#{persona.user.username}",
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guardian: guardian,
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)
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prompts = _prompts
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end
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expect(prompts.length).to eq(1)
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prompt = prompts[0]
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expect(prompt.messages.length).to eq(2)
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expect(prompt.messages[1][:content]).to include("story about stuff")
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expect(prompt.messages[1][:content]).to include("Hello")
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last_message = Chat::Message.where(chat_channel_id: channel.id).order("id desc").first
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expect(last_message.message).to eq("world")
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end
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end
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context "with chat dms" do
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fab!(:dm_channel) { Fabricate(:direct_message_channel, users: [user, persona.user]) }
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before do
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SiteSetting.chat_allowed_groups = "#{Group::AUTO_GROUPS[:trust_level_0]}"
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Group.refresh_automatic_groups!
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persona.update!(
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allow_chat_direct_messages: true,
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allow_topic_mentions: false,
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allow_chat_channel_mentions: false,
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default_llm: "custom:#{opus_model.id}",
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)
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SiteSetting.ai_bot_enabled = true
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end
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let(:guardian) { Guardian.new(user) }
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it "can supply context" do
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post = Fabricate(:post, raw: "this is post content")
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prompts = nil
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message =
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DiscourseAi::Completions::Llm.with_prepared_responses(["World"]) do |_, _, _prompts|
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prompts = _prompts
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ChatSDK::Message.create(
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raw: "Hello",
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channel_id: dm_channel.id,
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context_post_ids: [post.id],
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guardian:,
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)
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end
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expect(prompts[0].messages[1][:content]).to include("this is post content")
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message.reload
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reply = ChatSDK::Thread.messages(thread_id: message.thread_id, guardian: guardian).last
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expect(reply.message).to eq("World")
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expect(message.thread_id).to be_present
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end
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it "can run tools" do
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persona.update!(tools: ["Time"])
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responses = [
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"<function_calls><invoke><tool_name>time</tool_name><tool_id>time</tool_id><parameters><timezone>Buenos Aires</timezone></parameters></invoke></function_calls>",
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"The time is 2023-12-14 17:24:00 -0300",
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]
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message =
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DiscourseAi::Completions::Llm.with_prepared_responses(responses) do
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ChatSDK::Message.create(channel_id: dm_channel.id, raw: "Hello", guardian: guardian)
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end
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message.reload
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expect(message.thread_id).to be_present
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reply = ChatSDK::Thread.messages(thread_id: message.thread_id, guardian: guardian).last
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expect(reply.message).to eq("The time is 2023-12-14 17:24:00 -0300")
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# it also needs to have tool details now set on message
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prompt = ChatMessageCustomPrompt.find_by(message_id: reply.id)
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expect(prompt.custom_prompt.length).to eq(3)
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# TODO in chat I am mixed on including this in the context, but I guess maybe?
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# thinking about this
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end
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it "can reply to a chat message" do
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message =
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DiscourseAi::Completions::Llm.with_prepared_responses(["World"]) do
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ChatSDK::Message.create(channel_id: dm_channel.id, raw: "Hello", guardian: guardian)
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end
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message.reload
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expect(message.thread_id).to be_present
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thread_messages = ChatSDK::Thread.messages(thread_id: message.thread_id, guardian: guardian)
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expect(thread_messages.length).to eq(2)
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expect(thread_messages.last.message).to eq("World")
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# it also needs to include history per config - first feed some history
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persona.update!(enabled: false)
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persona_guardian = Guardian.new(persona.user)
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4.times do |i|
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ChatSDK::Message.create(
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channel_id: dm_channel.id,
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thread_id: message.thread_id,
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raw: "request #{i}",
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guardian: guardian,
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)
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ChatSDK::Message.create(
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channel_id: dm_channel.id,
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thread_id: message.thread_id,
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raw: "response #{i}",
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guardian: persona_guardian,
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)
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end
|
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persona.update!(max_context_posts: 4, enabled: true)
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prompts = nil
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DiscourseAi::Completions::Llm.with_prepared_responses(
|
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["World 2"],
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) do |_response, _llm, _prompts|
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|
ChatSDK::Message.create(
|
|
channel_id: dm_channel.id,
|
|
thread_id: message.thread_id,
|
|
raw: "Hello",
|
|
guardian: guardian,
|
|
)
|
|
prompts = _prompts
|
|
end
|
|
|
|
expect(prompts.length).to eq(1)
|
|
|
|
mapped =
|
|
prompts[0]
|
|
.messages
|
|
.map { |m| "#{m[:type]}: #{m[:content]}" if m[:type] != :system }
|
|
.compact
|
|
.join("\n")
|
|
.strip
|
|
|
|
# why?
|
|
# 1. we set context to 4
|
|
# 2. however PromptMessagesBuilder will enforce rules of starting with :user and ending with it
|
|
# so one of the model messages is dropped
|
|
expected = (<<~TEXT).strip
|
|
user: request 3
|
|
model: response 3
|
|
user: Hello
|
|
TEXT
|
|
|
|
expect(mapped).to eq(expected)
|
|
end
|
|
end
|
|
|
|
it "replies to whispers with a whisper" do
|
|
post = nil
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(["Yes I can"]) do
|
|
post =
|
|
create_post(
|
|
title: "My public topic",
|
|
raw: "Hey @#{persona.user.username}, can you help me?",
|
|
post_type: Post.types[:whisper],
|
|
)
|
|
end
|
|
|
|
post.topic.reload
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Yes I can")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
expect(last_post.post_type).to eq(Post.types[:whisper])
|
|
end
|
|
|
|
it "allows mentioning a persona" do
|
|
# we still should be able to mention with no bots
|
|
toggle_enabled_bots(bots: [])
|
|
|
|
persona.update!(allow_topic_mentions: true)
|
|
|
|
post = nil
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(["Yes I can"]) do
|
|
post =
|
|
create_post(
|
|
title: "My public topic",
|
|
raw: "Hey @#{persona.user.username}, can you help me?",
|
|
)
|
|
end
|
|
|
|
post.topic.reload
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Yes I can")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
|
|
persona.update!(allow_topic_mentions: false)
|
|
|
|
post =
|
|
create_post(
|
|
title: "My public topic ABC",
|
|
raw: "Hey @#{persona.user.username}, can you help me?",
|
|
)
|
|
|
|
expect(post.topic.posts.last.post_number).to eq(1)
|
|
end
|
|
|
|
it "allows PMing a persona even when no particular bots are enabled" do
|
|
SiteSetting.ai_bot_enabled = true
|
|
toggle_enabled_bots(bots: [])
|
|
post = nil
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(
|
|
["Yes I can", "Magic Title"],
|
|
llm: "custom:#{claude_2.id}",
|
|
) do
|
|
post =
|
|
create_post(
|
|
title: "I just made a PM",
|
|
raw: "Hey there #{persona.user.username}, can you help me?",
|
|
target_usernames: "#{user.username},#{persona.user.username}",
|
|
archetype: Archetype.private_message,
|
|
user: admin,
|
|
)
|
|
end
|
|
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Yes I can")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
|
|
last_post.topic.reload
|
|
expect(last_post.topic.allowed_users.pluck(:user_id)).to include(persona.user_id)
|
|
|
|
expect(last_post.topic.participant_count).to eq(2)
|
|
|
|
# ensure it can be disabled
|
|
persona.update!(allow_personal_messages: false)
|
|
|
|
post =
|
|
create_post(
|
|
raw: "Hey there #{persona.user.username}, can you help me please",
|
|
topic_id: post.topic.id,
|
|
user: admin,
|
|
)
|
|
|
|
expect(post.post_number).to eq(3)
|
|
end
|
|
|
|
it "can tether a persona unconditionally to an llm" do
|
|
gpt_35_turbo = Fabricate(:llm_model, name: "gpt-3.5-turbo")
|
|
|
|
# If you start a PM with GPT 3.5 bot, replies should come from it, not from Claude
|
|
SiteSetting.ai_bot_enabled = true
|
|
toggle_enabled_bots(bots: [gpt_35_turbo, claude_2])
|
|
|
|
post = nil
|
|
persona.update!(force_default_llm: true, default_llm: "custom:#{gpt_35_turbo.id}")
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(
|
|
["Yes I can", "Magic Title"],
|
|
llm: "custom:#{gpt_35_turbo.id}",
|
|
) do
|
|
post =
|
|
create_post(
|
|
title: "I just made a PM",
|
|
raw: "hello world",
|
|
target_usernames: "#{user.username},#{claude_2.user.username}",
|
|
archetype: Archetype.private_message,
|
|
user: admin,
|
|
custom_fields: {
|
|
"ai_persona_id" => persona.id,
|
|
},
|
|
)
|
|
end
|
|
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Yes I can")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
end
|
|
|
|
it "picks the correct llm for persona in PMs" do
|
|
gpt_35_turbo = Fabricate(:llm_model, name: "gpt-3.5-turbo")
|
|
|
|
# If you start a PM with GPT 3.5 bot, replies should come from it, not from Claude
|
|
SiteSetting.ai_bot_enabled = true
|
|
toggle_enabled_bots(bots: [gpt_35_turbo, claude_2])
|
|
|
|
post = nil
|
|
gpt3_5_bot_user = gpt_35_turbo.reload.user
|
|
messages = nil
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(
|
|
["Yes I can", "Magic Title"],
|
|
llm: "custom:#{gpt_35_turbo.id}",
|
|
) do
|
|
messages =
|
|
MessageBus.track_publish do
|
|
post =
|
|
create_post(
|
|
title: "I just made a PM",
|
|
raw: "Hey @#{persona.user.username}, can you help me?",
|
|
target_usernames: "#{user.username},#{gpt3_5_bot_user.username}",
|
|
archetype: Archetype.private_message,
|
|
user: admin,
|
|
)
|
|
end
|
|
end
|
|
|
|
title_update_message =
|
|
messages.find { |m| m.channel == "/discourse-ai/ai-bot/topic/#{post.topic.id}" }
|
|
|
|
expect(title_update_message.data).to eq({ title: "Magic Title" })
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Yes I can")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
|
|
last_post.topic.reload
|
|
expect(last_post.topic.allowed_users.pluck(:user_id)).to include(persona.user_id)
|
|
|
|
# does not reply if replying directly to a user
|
|
# nothing is mocked, so this would result in HTTP error
|
|
# if we were going to reply
|
|
create_post(
|
|
raw: "Please ignore this bot, I am replying to a user",
|
|
topic: post.topic,
|
|
user: admin,
|
|
reply_to_post_number: post.post_number,
|
|
)
|
|
|
|
# replies as correct persona if replying direct to persona
|
|
DiscourseAi::Completions::Llm.with_prepared_responses(
|
|
["Another reply"],
|
|
llm: "custom:#{gpt_35_turbo.id}",
|
|
) do
|
|
create_post(
|
|
raw: "Please ignore this bot, I am replying to a user",
|
|
topic: post.topic,
|
|
user: admin,
|
|
reply_to_post_number: last_post.post_number,
|
|
)
|
|
end
|
|
|
|
last_post = post.topic.posts.order(:post_number).last
|
|
expect(last_post.raw).to eq("Another reply")
|
|
expect(last_post.user_id).to eq(persona.user_id)
|
|
end
|
|
end
|
|
|
|
describe "#title_playground" do
|
|
let(:expected_response) { "This is a suggested title" }
|
|
|
|
before { SiteSetting.min_personal_message_post_length = 5 }
|
|
|
|
it "updates the title using bot suggestions" do
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([expected_response]) do
|
|
playground.title_playground(third_post)
|
|
|
|
expect(pm.reload.title).to eq(expected_response)
|
|
end
|
|
end
|
|
end
|
|
|
|
describe "#reply_to" do
|
|
it "streams the bot reply through MB and create a new post in the PM with a cooked responses" do
|
|
expected_bot_response =
|
|
"Hello this is a bot and what you just said is an interesting question"
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([expected_bot_response]) do
|
|
messages =
|
|
MessageBus.track_publish("discourse-ai/ai-bot/topic/#{pm.id}") do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
reply = pm.reload.posts.last
|
|
|
|
noop_signal = messages.pop
|
|
expect(noop_signal.data[:noop]).to eq(true)
|
|
|
|
done_signal = messages.pop
|
|
expect(done_signal.data[:done]).to eq(true)
|
|
expect(done_signal.data[:cooked]).to eq(reply.cooked)
|
|
|
|
expect(messages.first.data[:raw]).to eq("")
|
|
messages[1..-1].each_with_index do |m, idx|
|
|
expect(m.data[:raw]).to eq(expected_bot_response[0..idx])
|
|
end
|
|
|
|
expect(reply.cooked).to eq(PrettyText.cook(expected_bot_response))
|
|
end
|
|
end
|
|
|
|
it "supports multiple function calls" do
|
|
response1 = (<<~TXT).strip
|
|
<function_calls>
|
|
<invoke>
|
|
<tool_name>search</tool_name>
|
|
<tool_id>search</tool_id>
|
|
<parameters>
|
|
<search_query>testing various things</search_query>
|
|
</parameters>
|
|
</invoke>
|
|
<invoke>
|
|
<tool_name>search</tool_name>
|
|
<tool_id>search</tool_id>
|
|
<parameters>
|
|
<search_query>another search</search_query>
|
|
</parameters>
|
|
</invoke>
|
|
</function_calls>
|
|
TXT
|
|
|
|
response2 = "I found stuff"
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([response1, response2]) do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
last_post = third_post.topic.reload.posts.order(:post_number).last
|
|
|
|
expect(last_post.raw).to include("testing various things")
|
|
expect(last_post.raw).to include("another search")
|
|
expect(last_post.raw).to include("I found stuff")
|
|
end
|
|
|
|
it "supports disabling tool details" do
|
|
persona = Fabricate(:ai_persona, tool_details: false, tools: ["Search"])
|
|
bot = DiscourseAi::AiBot::Bot.as(bot_user, persona: persona.class_instance.new)
|
|
playground = described_class.new(bot)
|
|
|
|
response1 = (<<~TXT).strip
|
|
<function_calls>
|
|
<invoke>
|
|
<tool_name>search</tool_name>
|
|
<tool_id>search</tool_id>
|
|
<parameters>
|
|
<search_query>testing various things</search_query>
|
|
</parameters>
|
|
</invoke>
|
|
</function_calls>
|
|
TXT
|
|
|
|
response2 = "I found stuff"
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([response1, response2]) do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
last_post = third_post.topic.reload.posts.order(:post_number).last
|
|
|
|
expect(last_post.raw).to eq("I found stuff")
|
|
end
|
|
|
|
it "does not include placeholders in conversation context but includes all completions" do
|
|
response1 = (<<~TXT).strip
|
|
<function_calls>
|
|
<invoke>
|
|
<tool_name>search</tool_name>
|
|
<tool_id>search</tool_id>
|
|
<parameters>
|
|
<search_query>testing various things</search_query>
|
|
</parameters>
|
|
</invoke>
|
|
</function_calls>
|
|
TXT
|
|
|
|
response2 = "I found some really amazing stuff!"
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([response1, response2]) do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
last_post = third_post.topic.reload.posts.order(:post_number).last
|
|
custom_prompt = PostCustomPrompt.where(post_id: last_post.id).first.custom_prompt
|
|
|
|
expect(custom_prompt.length).to eq(3)
|
|
expect(custom_prompt.to_s).not_to include("<details>")
|
|
expect(custom_prompt.last.first).to eq(response2)
|
|
expect(custom_prompt.last.last).to eq(bot_user.username)
|
|
end
|
|
|
|
context "with Dall E bot" do
|
|
before { SiteSetting.ai_openai_api_key = "123" }
|
|
|
|
let(:persona) do
|
|
AiPersona.find(
|
|
DiscourseAi::AiBot::Personas::Persona.system_personas[
|
|
DiscourseAi::AiBot::Personas::DallE3
|
|
],
|
|
)
|
|
end
|
|
|
|
let(:bot) { DiscourseAi::AiBot::Bot.as(bot_user, persona: persona.class_instance.new) }
|
|
let(:data) do
|
|
image =
|
|
"iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVR42mP8z8BQDwAEhQGAhKmMIQAAAABJRU5ErkJggg=="
|
|
|
|
[{ b64_json: image, revised_prompt: "a pink cow 1" }]
|
|
end
|
|
|
|
let(:response) { (<<~TXT).strip }
|
|
<function_calls>
|
|
<invoke>
|
|
<tool_name>dall_e</tool_name>
|
|
<tool_id>dall_e</tool_id>
|
|
<parameters>
|
|
<prompts>["a pink cow"]</prompts>
|
|
</parameters>
|
|
</invoke>
|
|
</function_calls>
|
|
TXT
|
|
|
|
it "properly returns an image when skipping tool details" do
|
|
persona.update!(tool_details: false)
|
|
|
|
WebMock.stub_request(:post, SiteSetting.ai_openai_dall_e_3_url).to_return(
|
|
status: 200,
|
|
body: { data: data }.to_json,
|
|
)
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([response]) do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
last_post = third_post.topic.reload.posts.order(:post_number).last
|
|
|
|
expect(last_post.raw).to include("a pink cow")
|
|
end
|
|
|
|
it "does not include placeholders in conversation context (simulate DALL-E)" do
|
|
WebMock.stub_request(:post, SiteSetting.ai_openai_dall_e_3_url).to_return(
|
|
status: 200,
|
|
body: { data: data }.to_json,
|
|
)
|
|
|
|
DiscourseAi::Completions::Llm.with_prepared_responses([response]) do
|
|
playground.reply_to(third_post)
|
|
end
|
|
|
|
last_post = third_post.topic.reload.posts.order(:post_number).last
|
|
custom_prompt = PostCustomPrompt.where(post_id: last_post.id).first.custom_prompt
|
|
|
|
# DALL E has custom_raw, we do not want to inject this into the prompt stream
|
|
expect(custom_prompt.length).to eq(2)
|
|
expect(custom_prompt.to_s).not_to include("<details>")
|
|
end
|
|
end
|
|
end
|
|
|
|
describe "#available_bot_usernames" do
|
|
it "includes persona users" do
|
|
persona = Fabricate(:ai_persona)
|
|
persona.create_user!
|
|
|
|
expect(playground.available_bot_usernames).to include(persona.user.username)
|
|
end
|
|
end
|
|
|
|
describe "#conversation_context" do
|
|
context "with limited context" do
|
|
before do
|
|
@old_persona = playground.bot.persona
|
|
persona = Fabricate(:ai_persona, max_context_posts: 1)
|
|
playground.bot.persona = persona.class_instance.new
|
|
end
|
|
|
|
after { playground.bot.persona = @old_persona }
|
|
|
|
it "respects max_context_post" do
|
|
context = playground.conversation_context(third_post)
|
|
|
|
expect(context).to contain_exactly(
|
|
*[{ type: :user, id: user.username, content: third_post.raw }],
|
|
)
|
|
end
|
|
end
|
|
|
|
xit "includes previous posts ordered by post_number" do
|
|
context = playground.conversation_context(third_post)
|
|
|
|
expect(context).to contain_exactly(
|
|
*[
|
|
{ type: :user, id: user.username, content: third_post.raw },
|
|
{ type: :model, content: second_post.raw },
|
|
{ type: :user, id: user.username, content: first_post.raw },
|
|
],
|
|
)
|
|
end
|
|
|
|
xit "only include regular posts" do
|
|
first_post.update!(post_type: Post.types[:whisper])
|
|
|
|
context = playground.conversation_context(third_post)
|
|
|
|
# skips leading model reply which makes no sense cause first post was whisper
|
|
expect(context).to contain_exactly(
|
|
*[{ type: :user, id: user.username, content: third_post.raw }],
|
|
)
|
|
end
|
|
|
|
context "with custom prompts" do
|
|
it "When post custom prompt is present, we use that instead of the post content" do
|
|
custom_prompt = [
|
|
[
|
|
{ name: "time", arguments: { name: "time", timezone: "Buenos Aires" } }.to_json,
|
|
"time",
|
|
"tool_call",
|
|
],
|
|
[
|
|
{ args: { timezone: "Buenos Aires" }, time: "2023-12-14 17:24:00 -0300" }.to_json,
|
|
"time",
|
|
"tool",
|
|
],
|
|
["I replied to the time command", bot_user.username],
|
|
]
|
|
|
|
PostCustomPrompt.create!(post: second_post, custom_prompt: custom_prompt)
|
|
|
|
context = playground.conversation_context(third_post)
|
|
|
|
expect(context).to contain_exactly(
|
|
*[
|
|
{ type: :user, id: user.username, content: first_post.raw },
|
|
{ type: :tool_call, content: custom_prompt.first.first, id: "time" },
|
|
{ type: :tool, id: "time", content: custom_prompt.second.first },
|
|
{ type: :model, content: custom_prompt.third.first },
|
|
{ type: :user, id: user.username, content: third_post.raw },
|
|
],
|
|
)
|
|
end
|
|
end
|
|
end
|
|
end
|