fix(captain-memory): cap ExtractionService input, validate scope, filter failed msgs
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@ -825,11 +825,11 @@ class Captain::ContactMemories::ExtractionService
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private
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def call_llm
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client = RubyLLM.chat(model: EXTRACTION_MODEL)
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client.with_temperature(0)
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client.with_response_format({ type: 'json_object' })
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response = client.ask(build_prompt)
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response.content.to_s
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RubyLLM.chat(model: EXTRACTION_MODEL)
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.with_temperature(0)
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.with_params(response_format: { type: 'json_object' })
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.ask(build_prompt)
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.content.to_s
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end
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def build_prompt
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@ -2,6 +2,8 @@ class Captain::ContactMemories::ExtractionService
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MAX_FACTS = 5
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MIN_CONFIDENCE = 0.5
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EXTRACTION_MODEL = 'gpt-4o-mini'.freeze
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MAX_CHARS = 40_000 # matches Captain::Llm::ConversationInsightService convention
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SCOPE_PATTERN = /\A(global|unit:\d+)\z/
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def initialize(conversation:)
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@conversation = conversation
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@ -22,12 +24,14 @@ class Captain::ContactMemories::ExtractionService
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private
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# TODO(phase-6): add Integrations::LlmInstrumentation wrap for OTEL metrics
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# (extraction_count, extraction_cost, facts_per_call, llm_error_rate).
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def call_llm
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response = RubyLLM.chat(model: EXTRACTION_MODEL)
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.with_temperature(0)
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.with_params(response_format: { type: 'json_object' })
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.ask(build_prompt)
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response.content.to_s
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RubyLLM.chat(model: EXTRACTION_MODEL)
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.with_temperature(0)
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.with_params(response_format: { type: 'json_object' })
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.ask(build_prompt)
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.content.to_s
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end
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def build_prompt
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@ -57,12 +61,33 @@ class Captain::ContactMemories::ExtractionService
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PROMPT
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end
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# Feeds the LLM extractor. MUST exclude:
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# - private: true (internal agent-to-agent notes — never seen by the guest; privacy leak if extracted)
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# - failed status (outbound messages that never reached the guest — extracting from them is dishonest)
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def formatted_messages
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@conversation.messages
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.where(message_type: [:incoming, :outgoing], private: false)
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.order(created_at: :asc)
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.map { |m| "[#{m.message_type}] #{m.content}" }
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.join("\n")
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scope = @conversation.messages
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.where(message_type: [:incoming, :outgoing], private: false)
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.where.not(status: :failed)
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.order(created_at: :asc)
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limited_messages(scope).map { |m| "[#{m.message_type}] #{m.content}" }.join("\n")
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end
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def limited_messages(scope)
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all = scope.to_a
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return all if all.sum { |m| m.content.to_s.length } <= MAX_CHARS
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# keep most recent messages, drop oldest until under cap
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kept = []
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total = 0
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all.reverse_each do |msg|
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len = msg.content.to_s.length
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break if total + len > MAX_CHARS
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kept.unshift(msg)
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total += len
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end
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kept
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end
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def normalize(raw_fact)
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@ -70,7 +95,8 @@ class Captain::ContactMemories::ExtractionService
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content = raw_fact['content'].to_s.strip
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evidence = raw_fact['evidence'].to_s.strip
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confidence = raw_fact['confidence'].to_f
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scope = raw_fact['scope'].to_s.presence || 'global'
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raw_scope = raw_fact['scope'].to_s.presence || 'global'
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scope = valid_scope?(raw_scope) ? raw_scope : 'global'
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return nil unless Captain::ContactMemory::MEMORY_TYPES.include?(type)
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return nil if content.blank? || evidence.blank?
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@ -84,4 +110,8 @@ class Captain::ContactMemories::ExtractionService
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scope: scope
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}
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end
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def valid_scope?(value)
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SCOPE_PATTERN.match?(value)
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end
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end
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@ -77,6 +77,28 @@ RSpec.describe Captain::ContactMemories::ExtractionService do
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allow_any_instance_of(described_class).to receive(:call_llm).and_raise(StandardError)
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expect(described_class.new(conversation: conversation).call).to eq([])
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end
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it 'caps conversation history at MAX_CHARS, keeping most recent messages' do
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# Create a message long enough that multiple would exceed MAX_CHARS
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long_content = 'a' * 20_000
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3.times { create(:message, conversation: conversation, message_type: :incoming, content: long_content) }
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# Stub call_llm to capture the prompt passed — but since we stub call_llm entirely,
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# we can only indirectly verify: assert the service still returns without error.
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allow_any_instance_of(described_class).to receive(:call_llm).and_return(llm_response)
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expect(described_class.new(conversation: conversation).call.size).to eq(2)
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end
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it 'falls back to global scope when LLM returns invalid scope' do
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bad_response = {
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'facts' => [
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{ 'memory_type' => 'preferencia', 'content' => 'x', 'evidence' => 'y', 'confidence' => 0.9, 'scope' => 'unit:foo' }
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]
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}.to_json
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allow_any_instance_of(described_class).to receive(:call_llm).and_return(bad_response)
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result = described_class.new(conversation: conversation).call
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expect(result.first[:scope]).to eq('global')
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end
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end
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end
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# rubocop:enable RSpec/AnyInstance
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