Module: Legion::LLM::Routes

Defined in:
lib/legion/llm/routes.rb

Defined Under Namespace

Modules: ClientToolMethods

Class Method Summary collapse

Class Method Details

.register_chat(app) ⇒ Object

rubocop:disable Metrics/MethodLength,Metrics/AbcSize,Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity



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# File 'lib/legion/llm/routes.rb', line 337

def self.register_chat(app) # rubocop:disable Metrics/MethodLength,Metrics/AbcSize,Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity
  register_inference(app)

  app.post '/api/llm/chat' do # rubocop:disable Metrics/BlockLength
    log.debug "API: POST /api/llm/chat params=#{params.keys}"
    require_llm!

    body = parse_request_body
    validate_required!(body, :message)

    message = body[:message]

    if defined?(Legion::MCP::TierRouter)
      tier_result = Legion::MCP::TierRouter.route(
        intent:  message,
        params:  body.except(:message, :model, :provider, :request_id),
        context: {}
      )
      if tier_result[:tier]&.zero?
        log.info "API: LLM tier-0 response request_id=#{body[:request_id] || 'generated'} latency_ms=#{tier_result[:latency_ms]}"
        halt json_response({
                             response:           tier_result[:response],
                             tier:               0,
                             latency_ms:         tier_result[:latency_ms],
                             pattern_confidence: tier_result[:pattern_confidence]
                           })
      end
    end

    request_id = body[:request_id] || SecureRandom.uuid
    model      = body[:model]
    provider   = body[:provider]

    if gateway_available?
      ingress_result = Legion::Ingress.run(
        payload:      { message: message, model: model, provider: provider,
                        request_id: request_id },
        runner_class: 'Legion::Extensions::LLM::Gateway::Runners::Inference',
        function:     'chat',
        source:       'api'
      )

      unless ingress_result[:success]
        log.error "[api/llm/chat] ingress failed: #{ingress_result}"
        err = ingress_result[:error] || ingress_result[:status]
        err_code    = err.respond_to?(:dig) ? (err[:code] || 'gateway_error') : err.to_s
        err_message = err.respond_to?(:dig) ? (err[:message] || err.to_s) : err.to_s
        halt json_error(err_code, err_message, status_code: 502)
      end

      result = ingress_result[:result]

      if result.nil?
        log.warn "[api/llm/chat] runner returned nil (status=#{ingress_result[:status]})"
        halt json_error('empty_result', 'Gateway runner returned no result', status_code: 502)
      end

      if result.is_a?(Hash) && result[:error]
        re = result[:error]
        re_code    = re.respond_to?(:dig) ? (re[:code] || 'gateway_error') : re.to_s
        re_message = re.respond_to?(:dig) ? (re[:message] || re.to_s) : re.to_s
        halt json_error(re_code, re_message, status_code: 502)
      end

      response_content = if result.respond_to?(:content)
                           result.content
                         elsif result.is_a?(Hash)
                           result[:response] || result[:content] || result.to_s
                         else
                           result.to_s
                         end

      meta = { routed_via: 'gateway' }
      meta[:model] = result.model.to_s if result.respond_to?(:model)
      meta[:tokens_in] = result.input_tokens if result.respond_to?(:input_tokens)
      meta[:tokens_out] = result.output_tokens if result.respond_to?(:output_tokens)

      halt json_response({ response: response_content, meta: meta }, status_code: 201)
    end

    if cache_available? && env['HTTP_X_LEGION_SYNC'] != 'true'
      llm = Legion::LLM
      rc  = Legion::LLM::ResponseCache
      rc.init_request(request_id)

      Thread.new do
        session  = llm.chat_direct(model: model, provider: provider)
        response = session.ask(message)
        rc.complete(
          request_id,
          response: response.content,
          meta:     {
            model:      session.model.to_s,
            tokens_in:  response.respond_to?(:input_tokens) ? response.input_tokens : nil,
            tokens_out: response.respond_to?(:output_tokens) ? response.output_tokens : nil
          }
        )
      rescue StandardError => e
        handle_exception(e, level: :error, operation: 'llm.routes.chat_async', request_id: request_id)
        rc.fail_request(request_id, code: 'llm_error', message: e.message)
      end

      log.info "API: LLM chat request #{request_id} queued async"
      json_response({ request_id: request_id, poll_key: "llm:#{request_id}:status" },
                    status_code: 202)
    else
      result = Legion::LLM.chat(message: message, model: model, provider: provider,
                                caller: { source: 'api', path: request.path })
      if result.is_a?(Legion::LLM::Pipeline::Response)
        raw_msg  = result.message
        content  = raw_msg.is_a?(Hash) ? (raw_msg[:content] || raw_msg['content']) : raw_msg.to_s
        routing  = result.routing || {}
        resolved_model = routing[:model] || routing['model']
        tokens = result.tokens || {}
        log.info "API: LLM chat request #{request_id} completed sync model=#{resolved_model}"
        json_response(
          {
            response: content,
            meta:     {
              model:      resolved_model.to_s,
              tokens_in:  token_value(tokens, :input),
              tokens_out: token_value(tokens, :output)
            }
          },
          status_code: 201
        )
      else
        response = result
        log.info "API: LLM chat request #{request_id} completed sync"
        json_response(
          {
            response: response.respond_to?(:content) ? response.content : response.to_s,
            meta:     {
              model:      response.respond_to?(:model_id) ? response.model_id.to_s : model.to_s,
              tokens_in:  response.respond_to?(:input_tokens) ? response.input_tokens : nil,
              tokens_out: response.respond_to?(:output_tokens) ? response.output_tokens : nil
            }
          },
          status_code: 201
        )
      end
    end
  end
end

.register_inference(app) ⇒ Object

rubocop:disable Metrics/MethodLength,Metrics/AbcSize,Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity



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# File 'lib/legion/llm/routes.rb', line 482

def self.register_inference(app) # rubocop:disable Metrics/MethodLength,Metrics/AbcSize,Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity
  app.post '/api/llm/inference' do # rubocop:disable Metrics/BlockLength
    require_llm!
    body = parse_request_body
    validate_required!(body, :messages)

    messages        = body[:messages]
    raw_tools       = body[:tools]
    requested_tools = body[:requested_tools] || []
    model           = body[:model]
    provider        = body[:provider]
    caller_context  = body[:caller]
    conversation_id = body[:conversation_id]
    request_id      = body[:request_id] || SecureRandom.uuid

    unless messages.is_a?(Array)
      halt 400, { 'Content-Type' => 'application/json' },
           Legion::JSON.dump({ error: { code: 'invalid_messages', message: 'messages must be an array' } })
    end

    validate_messages!(messages)

    unless raw_tools.nil? || raw_tools.is_a?(Array)
      halt 400, { 'Content-Type' => 'application/json' },
           Legion::JSON.dump({ error: { code: 'invalid_tools', message: 'tools must be an array' } })
    end

    tools = raw_tools || []
    validate_tools!(tools) unless tools.empty?

    caller_identity = env['legion.tenant_id'] || 'api:inference'
    last_user = messages.select { |m| (m[:role] || m['role']).to_s == 'user' }.last
    prompt    = (last_user || {})[:content] || (last_user || {})['content'] || ''

    route_t0 = ::Process.clock_gettime(::Process::CLOCK_MONOTONIC)

    if defined?(Legion::Gaia) && Legion::Gaia.respond_to?(:started?) && Legion::Gaia.started? && prompt.to_s.length.positive?
      begin
        gaia_t0 = ::Process.clock_gettime(::Process::CLOCK_MONOTONIC)
        frame = Legion::Gaia::InputFrame.new(
          content:      prompt,
          channel_id:   :api,
          content_type: :text,
          auth_context: { identity: caller_identity },
          metadata:     { source_type: :human_direct, salience: 0.9 }
        )
        Legion::Gaia.ingest(frame)
        gaia_ms = ((::Process.clock_gettime(::Process::CLOCK_MONOTONIC) - gaia_t0) * 1000).round
        log.warn("[inference][timing] gaia_ingest=#{gaia_ms}ms request_id=#{request_id}")
      rescue StandardError => e
        handle_exception(e, level: :warn, operation: 'llm.routes.gaia_ingest', request_id: request_id)
      end
    end

    tool_declarations = tools.filter_map do |tool|
      ts = tool.respond_to?(:transform_keys) ? tool.transform_keys(&:to_sym) : tool
      build_client_tool_class(ts[:name].to_s, ts[:description].to_s, ts[:parameters] || ts[:input_schema])
    end

    log.unknown "[llm][api] inference tools client=#{tool_declarations.size}"

    streaming = body[:stream] == true && request.preferred_type.to_s.include?('text/event-stream')
    normalized_caller = caller_context.respond_to?(:transform_keys) ? caller_context.transform_keys(&:to_sym) : {}
    safe_caller_fields = normalized_caller.slice(:context, :session_id, :trace_id)
    server_caller_fields = {
      source:       'api',
      path:         request.path,
      requested_by: { identity: caller_identity, type: :user, credential: :api }
    }
    effective_caller = server_caller_fields.merge(safe_caller_fields)
    caller_summary = [effective_caller[:source], effective_caller[:path]].compact.join(':')
    log.info(
      "[llm][api] inference.accepted request_id=#{request_id} " \
      "conversation_id=#{conversation_id || 'none'} caller=#{caller_summary} " \
      "messages=#{messages.size} client_tools=#{tools.size} requested_tools=#{Array(requested_tools).size} " \
      "requested_provider=#{provider || 'auto'} requested_model=#{model || 'auto'} stream=#{streaming}"
    )

    require 'legion/llm/pipeline/request' unless defined?(Legion::LLM::Pipeline::Request)
    require 'legion/llm/pipeline/executor' unless defined?(Legion::LLM::Pipeline::Executor)

    pipeline_request = Legion::LLM::Pipeline::Request.build(
      id:              request_id,
      messages:        messages,
      system:          body[:system],
      routing:         { provider: provider, model: model },
      tools:           tool_declarations,
      caller:          effective_caller,
      conversation_id: conversation_id,
      metadata:        { requested_tools: requested_tools },
      stream:          streaming,
      cache:           { strategy: :default, cacheable: true }
    )

    setup_ms = ((::Process.clock_gettime(::Process::CLOCK_MONOTONIC) - route_t0) * 1000).round
    log.warn("[inference][timing] pre_pipeline_setup=#{setup_ms}ms request_id=#{request_id}")

    executor = Legion::LLM::Pipeline::Executor.new(pipeline_request)

    if streaming
      content_type 'text/event-stream'
      headers 'Cache-Control'     => 'no-cache',
              'Connection'        => 'keep-alive',
              'X-Accel-Buffering' => 'no'

      # rubocop:disable Metrics/BlockLength
      stream do |out|
        full_text = +''

        executor.tool_event_handler = lambda { |event|
          log.info("[inference][tool-event] type=#{event[:type]} tool=#{event[:tool_name]} id=#{event[:tool_call_id]}")
          case event[:type]
          when :tool_call
            emit_sse_event(out, 'tool-call', {
                             toolCallId: event[:tool_call_id],
                             toolName:   event[:tool_name],
                             args:       event[:arguments],
                             timestamp:  Time.now.utc.iso8601
                           })
          when :tool_result
            emit_sse_event(out, 'tool-result', {
                             toolCallId: event[:tool_call_id],
                             toolName:   event[:tool_name],
                             result:     event[:result],
                             timestamp:  Time.now.utc.iso8601
                           })
          when :tool_error
            emit_sse_event(out, 'tool-error', {
                             toolCallId: event[:tool_call_id],
                             toolName:   event[:tool_name],
                             result:     event[:error],
                             status:     'error',
                             timestamp:  Time.now.utc.iso8601
                           })
          end
        }

        pipeline_response = executor.call_stream do |chunk|
          text = chunk.respond_to?(:content) ? chunk.content.to_s : chunk.to_s
          next if text.empty?

          full_text << text
          emit_sse_event(out, 'text-delta', { delta: text })
        end

        emit_timeline_tool_events(out, pipeline_response, skip_tool_results: !executor.tool_event_handler.nil?)

        enrichments = pipeline_response.enrichments
        emit_sse_event(out, 'enrichment', enrichments) if enrichments.is_a?(Hash) && !enrichments.empty?

        routing = pipeline_response.routing || {}
        tokens = pipeline_response.tokens || {}
        emit_sse_event(out, 'done', {
                         request_id:      request_id,
                         content:         full_text,
                         model:           (routing[:model] || routing['model']).to_s,
                         input_tokens:    token_value(tokens, :input),
                         output_tokens:   token_value(tokens, :output),
                         tool_calls:      extract_tool_calls(pipeline_response),
                         conversation_id: pipeline_response.conversation_id
                       })

        log.info(
          "[llm][api] inference.completed request_id=#{request_id} " \
          "conversation_id=#{pipeline_response.conversation_id || conversation_id || 'none'} " \
          "provider=#{routing[:provider] || routing['provider'] || 'unknown'} " \
          "model=#{routing[:model] || routing['model'] || 'unknown'} " \
          "tool_calls=#{extract_tool_calls(pipeline_response).size} " \
          "tool_executions=#{Array(pipeline_response.timeline).count { |event| event[:key].to_s.start_with?('tool:execute:') }} " \
          "stop_reason=#{pipeline_response.stop&.dig(:reason) || 'unknown'} stream=true"
        )
      rescue StandardError => e
        handle_exception(e, level: :error, operation: 'llm.routes.inference_stream', request_id: request_id)
        emit_sse_event(out, 'error', { code: 'stream_error', message: e.message })
      end
      # rubocop:enable Metrics/BlockLength
    else
      exec_t0 = ::Process.clock_gettime(::Process::CLOCK_MONOTONIC)
      pipeline_response = executor.call
      exec_ms = ((::Process.clock_gettime(::Process::CLOCK_MONOTONIC) - exec_t0) * 1000).round
      log.warn("[inference][timing] executor_call=#{exec_ms}ms request_id=#{request_id}")
      raw_msg = pipeline_response.message
      content = raw_msg.is_a?(Hash) ? (raw_msg[:content] || raw_msg['content']) : raw_msg.to_s
      routing = pipeline_response.routing || {}
      tokens = pipeline_response.tokens || {}
      tool_calls = extract_tool_calls(pipeline_response)

      log.info(
        "[llm][api] inference.completed request_id=#{request_id} " \
        "conversation_id=#{pipeline_response.conversation_id || conversation_id || 'none'} " \
        "provider=#{routing[:provider] || routing['provider'] || 'unknown'} " \
        "model=#{routing[:model] || routing['model'] || 'unknown'} " \
        "tool_calls=#{tool_calls.size} " \
        "tool_executions=#{Array(pipeline_response.timeline).count { |event| event[:key].to_s.start_with?('tool:execute:') }} " \
        "stop_reason=#{pipeline_response.stop&.dig(:reason) || 'unknown'} stream=false"
      )

      json_response({
                      request_id:      request_id,
                      content:         content,
                      tool_calls:      tool_calls,
                      stop_reason:     pipeline_response.stop&.dig(:reason)&.to_s,
                      model:           (routing[:model] || routing['model']).to_s,
                      input_tokens:    token_value(tokens, :input),
                      output_tokens:   token_value(tokens, :output),
                      conversation_id: pipeline_response.conversation_id
                    }, status_code: 200)
    end
  rescue Legion::LLM::AuthError => e
    handle_exception(e, level: :error, operation: 'llm.routes.inference_auth', request_id: request_id)
    json_error('auth_error', e.message, status_code: 401)
  rescue Legion::LLM::RateLimitError => e
    handle_exception(e, level: :error, operation: 'llm.routes.inference_rate_limit', request_id: request_id)
    json_error('rate_limit', e.message, status_code: 429)
  rescue Legion::LLM::TokenBudgetExceeded => e
    handle_exception(e, level: :error, operation: 'llm.routes.inference_budget', request_id: request_id)
    json_error('token_budget_exceeded', e.message, status_code: 413)
  rescue Legion::LLM::ProviderDown, Legion::LLM::ProviderError => e
    handle_exception(e, level: :error, operation: 'llm.routes.inference_provider', request_id: request_id)
    json_error('provider_error', e.message, status_code: 502)
  rescue StandardError => e
    handle_exception(e, level: :error, operation: 'llm.routes.inference', request_id: request_id)
    json_error('inference_error', e.message, status_code: 500)
  end
end

.register_providers(app) ⇒ Object



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# File 'lib/legion/llm/routes.rb', line 708

def self.register_providers(app)
  app.get '/api/llm/providers' do
    require_llm!
    unless gateway_available? && defined?(Legion::Extensions::LLM::Gateway::Runners::ProviderStats)
      halt json_error('gateway_unavailable', 'LLM gateway is not loaded', status_code: 503)
    end

    stats = Legion::Extensions::LLM::Gateway::Runners::ProviderStats
    json_response({
                    providers: stats.health_report,
                    summary:   stats.circuit_summary
                  })
  end

  app.get '/api/llm/providers/:name' do
    require_llm!
    unless gateway_available? && defined?(Legion::Extensions::LLM::Gateway::Runners::ProviderStats)
      halt json_error('gateway_unavailable', 'LLM gateway is not loaded', status_code: 503)
    end

    stats = Legion::Extensions::LLM::Gateway::Runners::ProviderStats
    detail = stats.provider_detail(provider: params[:name])
    json_response(detail)
  end
end

.registered(app) ⇒ Object

rubocop:disable Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity,Metrics/AbcSize,Metrics/MethodLength



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# File 'lib/legion/llm/routes.rb', line 105

def self.registered(app) # rubocop:disable Metrics/CyclomaticComplexity,Metrics/PerceivedComplexity,Metrics/AbcSize,Metrics/MethodLength
  app.helpers do # rubocop:disable Metrics/BlockLength
    include Legion::Logging::Helper

    # Minimal fallback implementations of shared API helpers.
    # These are used when Legion::LLM::Routes is mounted on a bare Sinatra app.
    # When mounted via Legion::API (the normal path), Legion::API::Helpers and
    # Legion::API::Validators provide full implementations that take precedence.
    unless method_defined?(:parse_request_body)
      define_method(:parse_request_body) do
        raw = request.body.read
        return {} if raw.nil? || raw.empty?

        begin
          parsed = Legion::JSON.load(raw)
        rescue StandardError => e
          handle_exception(e, level: :warn, operation: 'llm.routes.parse_request_body')
          halt 400, { 'Content-Type' => 'application/json' },
               Legion::JSON.dump({ error: { code: 'invalid_json', message: 'request body is not valid JSON' } })
        end

        unless parsed.respond_to?(:transform_keys)
          halt 400, { 'Content-Type' => 'application/json' },
               Legion::JSON.dump({ error: { code:    'invalid_request_body',
                                            message: 'request body must be a JSON object' } })
        end

        parsed.transform_keys(&:to_sym)
      end
    end

    unless method_defined?(:validate_required!)
      define_method(:validate_required!) do |body, *keys|
        missing = keys.select { |k| body[k].nil? || (body[k].respond_to?(:empty?) && body[k].empty?) }
        return if missing.empty?

        halt 400, { 'Content-Type' => 'application/json' },
             Legion::JSON.dump({ error: { code:    'missing_fields',
                                          message: "required: #{missing.join(', ')}" } })
      end
    end

    unless method_defined?(:json_response)
      define_method(:json_response) do |data, status_code: 200|
        content_type :json
        status status_code
        Legion::JSON.dump({ data: data })
      end
    end

    unless method_defined?(:json_error)
      define_method(:json_error) do |code, message, status_code: 400|
        content_type :json
        status status_code
        Legion::JSON.dump({ error: { code: code, message: message } })
      end
    end

    unless method_defined?(:require_llm!)
      define_method(:require_llm!) do
        return if defined?(Legion::LLM) &&
                  Legion::LLM.respond_to?(:started?) &&
                  Legion::LLM.started?

        halt 503, { 'Content-Type' => 'application/json' },
             Legion::JSON.dump({ error: { code:    'llm_unavailable',
                                          message: 'LLM subsystem is not available' } })
      end
    end

    unless method_defined?(:cache_available?)
      define_method(:cache_available?) do
        defined?(Legion::Cache) &&
          Legion::Cache.respond_to?(:connected?) &&
          Legion::Cache.connected?
      end
    end

    unless method_defined?(:gateway_available?)
      define_method(:gateway_available?) do
        defined?(Legion::Extensions::LLM::Gateway::Runners::Inference)
      end
    end

    unless method_defined?(:validate_tools!)
      define_method(:validate_tools!) do |tool_list|
        unless tool_list.is_a?(Array) && tool_list.all? { |t| t.respond_to?(:transform_keys) }
          halt 400, { 'Content-Type' => 'application/json' },
               Legion::JSON.dump({ error: { code:    'invalid_tools',
                                            message: 'tools must be an array of objects' } })
        end

        invalid = tool_list.any? do |t|
          ts = t.transform_keys(&:to_sym)
          ts[:name].to_s.empty?
        end
        return unless invalid

        halt 400, { 'Content-Type' => 'application/json' },
             Legion::JSON.dump({ error: { code:    'invalid_tools',
                                          message: 'each tool must have a non-empty name' } })
      end
    end

    unless method_defined?(:validate_messages!)
      define_method(:validate_messages!) do |msg_list|
        valid = msg_list.all? do |m|
          next false unless m.respond_to?(:key?) && m.respond_to?(:[])

          role          = m[:role] || m['role']
          content_value = m[:content] || m['content']

          !role.to_s.empty? &&
            (m.key?(:content) || m.key?('content')) &&
            !content_value.nil? &&
            !(content_value.respond_to?(:empty?) && content_value.empty?)
        end
        return if valid

        halt 400, { 'Content-Type' => 'application/json' },
             Legion::JSON.dump({ error: { code:    'invalid_messages',
                                          message: 'each message must be an object with non-empty role and content' } })
      end
    end

    define_method(:build_client_tool_class) do |tname, tdesc, tschema|
      tool_ref = tname
      klass = Class.new(RubyLLM::Tool) do
        include Legion::LLM::Routes::ClientToolMethods

        description tdesc
        define_method(:name) { tool_ref }

        define_method(:execute) do |**kwargs|
          summary = summarize_tool_args(tool_ref, kwargs)
          log_tool(:info, tool_ref, 'executing', **summary)
          t0 = ::Process.clock_gettime(::Process::CLOCK_MONOTONIC)
          result = dispatch_client_tool(tool_ref, **kwargs)
          ms = ((::Process.clock_gettime(::Process::CLOCK_MONOTONIC) - t0) * 1000).round(1)
          log_tool(:info, tool_ref, 'completed', duration_ms: ms, result_size: result.to_s.bytesize)
          notify_tool_event(:tool_result, tool_ref, result: result.to_s[0, 4096])
          result
        rescue StandardError => e
          ms = begin
            ((::Process.clock_gettime(::Process::CLOCK_MONOTONIC) - t0) * 1000).round(1)
          rescue StandardError
            nil
          end
          log_tool(:error, tool_ref, 'failed', duration_ms: ms, error: e.message)
          notify_tool_event(:tool_error, tool_ref, error: e.message)
          if defined?(Legion::Logging) && Legion::Logging.respond_to?(:log_exception)
            Legion::Logging.log_exception(e, payload_summary: "client tool #{tool_ref} failed", component_type: :api)
          end
          "Tool error: #{e.message}"
        end
      end
      klass.params(tschema) if tschema.is_a?(Hash) && tschema[:properties]
      klass
    rescue StandardError => e
      handle_exception(e, level: :warn, operation: "llm.routes.build_client_tool_class.#{tname}")
      nil
    end

    define_method(:extract_tool_calls) do |pipeline_response|
      tools_data = pipeline_response.tools
      return [] unless tools_data.is_a?(Array) && !tools_data.empty?

      tools_data.map do |tc|
        {
          id:        tc.respond_to?(:id) ? tc.id : (tc[:id] || tc['id']),
          name:      tc.respond_to?(:name) ? tc.name : (tc[:name] || tc['name'] || tc.to_s),
          arguments: tc.respond_to?(:arguments) ? tc.arguments : (tc[:arguments] || tc['arguments'] || {})
        }
      end
    end

    define_method(:emit_sse_event) do |stream, event_name, payload|
      level = event_name == 'text-delta' ? :debug : :info
      log.send(level, "[sse][emit] event=#{event_name} keys=#{payload.is_a?(Hash) ? payload.keys.join(',') : 'n/a'}")
      stream << "event: #{event_name}\ndata: #{Legion::JSON.dump(payload)}\n\n"
    end

    define_method(:emit_timeline_tool_events) do |stream, pipeline_response, skip_tool_results: false|
      timeline = Array(pipeline_response.timeline)
      timeline.each do |event|
        key = event[:key].to_s
        detail = event[:detail]
        data = event[:data].is_a?(Hash) ? event[:data] : {}
        name = key.split(':', 3).last
        next if name.to_s.empty?

        if key.start_with?('tool:result:')
          # Skip replay when real-time tool events already emitted these during streaming
          next if skip_tool_results

          event_name = data[:status].to_s == 'error' ? 'tool-error' : 'tool-result'
          emit_sse_event(stream, event_name, {
                           toolCallId: data[:tool_call_id],
                           toolName:   name,
                           result:     data[:result] || detail,
                           status:     data[:status],
                           timestamp:  Time.now.utc.iso8601
                         })
        elsif key.start_with?('tool:execute:')
          emit_sse_event(stream, 'tool-progress', {
                           toolCallId: data[:tool_call_id],
                           toolName:   name,
                           type:       'execution_complete',
                           args:       data[:arguments] || {},
                           source:     data[:source],
                           status:     detail,
                           timestamp:  Time.now.utc.iso8601
                         })
        end
      end
    end

    define_method(:token_value) do |tokens, key|
      return nil if tokens.nil?
      return tokens[key] || tokens[key.to_s] if tokens.is_a?(Hash)

      method_name = { input: :input_tokens, output: :output_tokens, total: :total_tokens }[key]
      return tokens.public_send(method_name) if method_name && tokens.respond_to?(method_name)

      nil
    end
  end

  register_chat(app)
  register_providers(app)
end