refactor(captain): extract FAQ conversation content

This commit is contained in:
aakashb95
2026-07-16 15:34:52 +05:30
parent e1445e4c2d
commit 68f60b0672
3 changed files with 69 additions and 61 deletions
@@ -0,0 +1,66 @@
class Captain::Llm::ConversationFaqContentService
def initialize(assistant, conversation)
@assistant = assistant
@conversation = conversation
end
def generate
[
'Business Context:',
JSON.pretty_generate(business_context),
"Conversation ID: ##{conversation.display_id}",
"Channel: #{conversation.inbox.channel.name}",
'Message History:',
conversation_messages
].join("\n")
end
private
attr_reader :assistant, :conversation
def conversation_messages
messages = conversation
.messages
.where(message_type: %i[incoming outgoing], private: false)
.order(created_at: :asc)
return "No messages in this conversation\n" if messages.empty?
messages.filter_map { |message| format_message(message) }.join
end
def format_message(message)
return unless source_message?(message)
message_content = message.content_for_llm
return if message_content.blank?
sender = human_support_reply?(message) ? 'Support Agent' : 'User'
"#{sender}: #{message_content}\n"
end
def source_message?(message)
return true if message.incoming? && message.sender_type == 'Contact'
human_support_reply?(message)
end
def human_support_reply?(message)
return false unless message.outgoing?
return false if message.content_attributes['automation_rule_id'].present?
return false if message.additional_attributes['campaign_id'].present?
message.sender_type == 'User' || message.content_attributes['external_echo'].present?
end
def business_context
{
product_name: assistant.config['product_name'],
assistant_description: assistant.description,
instructions: assistant.config['instructions'],
response_guidelines: assistant.response_guidelines,
guardrails: assistant.guardrails
}.compact
end
end
@@ -9,7 +9,7 @@ class Captain::Llm::ConversationFaqService < Llm::BaseAiService
super(feature: LLM_FEATURE, account: conversation.account, fallback_model: Llm::Models.default_model_for(LLM_FEATURE))
@assistant = assistant
@conversation = conversation
@content = conversation_faq_content
@content = Captain::Llm::ConversationFaqContentService.new(assistant, conversation).generate
@embedding_service = Captain::Llm::EmbeddingService.new(account_id: conversation.account_id)
end
@@ -23,52 +23,6 @@ class Captain::Llm::ConversationFaqService < Llm::BaseAiService
attr_reader :content, :conversation, :assistant, :embedding_service
def conversation_faq_content
[
'Business Context:',
JSON.pretty_generate(business_context),
"Conversation ID: ##{conversation.display_id}",
"Channel: #{conversation.inbox.channel.name}",
'Message History:',
conversation_faq_messages
].join("\n")
end
def conversation_faq_messages
messages = conversation
.messages
.where(message_type: %i[incoming outgoing], private: false)
.order(created_at: :asc)
return "No messages in this conversation\n" if messages.empty?
messages.filter_map { |message| format_conversation_faq_message(message) }.join
end
def format_conversation_faq_message(message)
return unless faq_source_message?(message)
message_content = message.content_for_llm
return if message_content.blank?
sender = human_support_reply?(message) ? 'Support Agent' : 'User'
"#{sender}: #{message_content}\n"
end
def faq_source_message?(message)
return true if message.incoming? && message.sender_type == 'Contact'
human_support_reply?(message)
end
def human_support_reply?(message)
return false unless message.outgoing?
return false if message.content_attributes['automation_rule_id'].present?
return false if message.additional_attributes['campaign_id'].present?
message.sender_type == 'User' || message.content_attributes['external_echo'].present?
end
def no_human_interaction?
conversation.first_reply_created_at.nil?
end
@@ -217,16 +171,6 @@ class Captain::Llm::ConversationFaqService < Llm::BaseAiService
Captain::Llm::ConversationFaqPromptsService.generator(language_name(faq_language))
end
def business_context
{
product_name: assistant.config['product_name'],
assistant_description: assistant.description,
instructions: assistant.config['instructions'],
response_guidelines: assistant.response_guidelines,
guardrails: assistant.guardrails
}.compact
end
def faq_language
@faq_language ||= normalize_language(conversation.language.presence || conversation.account.locale.presence || I18n.default_locale.to_s)
end
@@ -255,13 +255,11 @@ RSpec.describe Captain::Llm::ConversationFaqService do
context 'when a similar approved FAQ uses the account language' do
let(:sample_faqs) { [{ 'question' => 'Como ativo o recurso?', 'answer' => 'Ative nas configuracoes.' }] }
let!(:existing_response) do
before do
create(:captain_assistant_response, assistant: captain_assistant, account: captain_assistant.account,
question: 'How do I enable the feature?', answer: 'Turn it on in settings.',
embedding: embedding_one)
end
before do
conversation.update!(additional_attributes: { conversation_language: 'pt-BR' })
allow(embedding_service).to receive(:get_embedding).and_return(embedding_one)
end