Class: Ask::Agent::Session

Inherits:
Object
  • Object
show all
Includes:
Test::SessionOverride
Defined in:
lib/ask/agent/session.rb

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Methods included from Test::SessionOverride

#called_tool?, #stub_text, #stub_tool_call, #test_mode

Constructor Details

#initialize(model:, tools: [], max_turns: 25, max_tool_retries: 3, compactor: nil, hooks: {}, state: nil, persistence: nil, id: nil, system_prompt: nil, parallel_tools: true, reflector: nil, telemetry: true, meta_agent: nil, agent_dir: nil, evaluator: nil, **chat_options) ⇒ Session

Returns a new instance of Session.



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# File 'lib/ask/agent/session.rb', line 20

def initialize(model:, tools: [], max_turns: 25, max_tool_retries: 3,
               compactor: nil, hooks: {}, state: nil, persistence: nil,
               id: nil, system_prompt: nil, parallel_tools: true,
               reflector: nil, telemetry: true, meta_agent: nil,
               agent_dir: nil, evaluator: nil, **chat_options)
  @id = id || SecureRandom.uuid
  @agent_dir = agent_dir
  @max_turns = max_turns
  @max_tool_retries = max_tool_retries
  @parallel_tools = parallel_tools
  @event_handlers = { all: [] }
  @running = false
  @deleted = false
  @abort_requested = false
  @turn_count = 0
  @created_at = Time.now
  @_no_tools_instructed = false

  @total_input_tokens = 0
  @total_output_tokens = 0
  @total_cost = 0.0

  @telemetry = telemetry.is_a?(Telemetry) ? telemetry : Telemetry.new(enabled: !!telemetry)

  @chat = build_chat(model, system_prompt, tools, **chat_options)
  @tools = resolve_tools(tools)
  @loop = Loop.new(max_turns: max_turns)
  @tool_executor = ToolExecutor.new(max_retries: max_tool_retries, parallel: parallel_tools)
  @compactor = compactor ? build_compactor(compactor) : nil
  @hooks = Hooks.new(hooks)

  @system_context = build_system_context(system_prompt)
  apply_system_context

  @state = state || persistence

  reflector_opts = reflector.is_a?(Hash) ? reflector : {}
  @reflector = if reflector
    Reflector.new(
      model: @chat,
      max_reflections: reflector_opts[:max_reflections] || 1
    )
  end

  @meta_agent_config = meta_agent
  @meta_agent_results = nil

  @compactor&.chat = @chat

  # Parse evaluator configuration
  @evaluator = nil
  @evaluator_config = {}

  if evaluator
    eval_model = if evaluator.is_a?(Hash)
                   @evaluator_config = evaluator
                   evaluator[:model] || Ask::Agent.configuration.default_evaluator_model || model_id_from(@chat)
                 else
                   Ask::Agent.configuration.default_evaluator_model || model_id_from(@chat)
                 end

    @evaluator = Evaluator.new(model: eval_model)
  end
end

Instance Attribute Details

#chat ⇒ Object (readonly)

Returns the value of attribute chat.



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# File 'lib/ask/agent/session.rb', line 9

def chat
  @chat
end

#created_at ⇒ Object (readonly)

Returns the value of attribute created_at.



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# File 'lib/ask/agent/session.rb', line 9

def created_at
  @created_at
end

#id ⇒ Object (readonly)

Returns the value of attribute id.



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# File 'lib/ask/agent/session.rb', line 9

def id
  @id
end

#messages ⇒ Object (readonly)

Returns the value of attribute messages.



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# File 'lib/ask/agent/session.rb', line 9

def messages
  @messages
end

#meta_agent_results ⇒ Object (readonly)

Returns the value of attribute meta_agent_results.



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# File 'lib/ask/agent/session.rb', line 16

def meta_agent_results
  @meta_agent_results
end

#skills_registry ⇒ Ask::Skills::Registry? (readonly)

Returns auto-discovered skills registry.

Returns:

  • (Ask::Skills::Registry, nil) —

    auto-discovered skills registry



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# File 'lib/ask/agent/session.rb', line 18

def skills_registry
  @skills_registry
end

#tool_calls_made ⇒ Object (readonly)

Returns the value of attribute tool_calls_made.



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# File 'lib/ask/agent/session.rb', line 10

def tool_calls_made
  @tool_calls_made
end

#tools ⇒ Object (readonly)

Returns the value of attribute tools.



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# File 'lib/ask/agent/session.rb', line 9

def tools
  @tools
end

#total_cost ⇒ Object (readonly)

Returns the value of attribute total_cost.



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# File 'lib/ask/agent/session.rb', line 10

def total_cost
  @total_cost
end

#total_input_tokens ⇒ Object (readonly)

Returns the value of attribute total_input_tokens.



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# File 'lib/ask/agent/session.rb', line 10

def total_input_tokens
  @total_input_tokens
end

#total_output_tokens ⇒ Object (readonly)

Returns the value of attribute total_output_tokens.



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# File 'lib/ask/agent/session.rb', line 10

def total_output_tokens
  @total_output_tokens
end

#turn_count ⇒ Object (readonly)

Returns the value of attribute turn_count.



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# File 'lib/ask/agent/session.rb', line 9

def turn_count
  @turn_count
end

Class Method Details

.deep_symbolize_keys(obj) ⇒ Object

Recursively convert string keys to symbol keys in hashes. Needed when loading session data that was serialized through JSON.



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# File 'lib/ask/agent/session.rb', line 436

def self.deep_symbolize_keys(obj)
  case obj
  when Hash
    obj.each_with_object({}) { |(k, v), h| h[k.to_sym] = deep_symbolize_keys(v) }
  when Array
    obj.map { |e| deep_symbolize_keys(e) }
  else
    obj
  end
end

.load(id, adapter:) ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 269

def self.load(id, adapter:)
  data = adapter.get(id)
  return nil unless data

  data = deep_symbolize_keys(data)

  session = new(
    id: data[:id],
    model: data.dig(:metadata, :model),
    tools: data.dig(:metadata, :tools)&.map(&:constantize) || [],
    state: adapter
  )

   data[:messages].each do |msg|
     session.chat.add_message(
       role: msg[:role].to_sym,
       content: msg[:content],
       tool_call_id: msg[:tool_call_id]
     )
   end
	
   session.instance_variable_set(:@messages, session.chat.messages.dup)
   session
end

Instance Method Details

#abort ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 299

def abort
  @abort_requested = true
end

#abort_requested? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/ask/agent/session.rb', line 303

def abort_requested? = @abort_requested

#delete ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 294

def delete
  @deleted = true
  @state&.delete(@id)
end

#deleted? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/ask/agent/session.rb', line 263

def deleted? = @deleted

#emit(event) ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 256

def emit(event)
  @event_handlers[:all].each { |h| h.call(event) }
  handlers = @event_handlers[event.class]
  handlers&.each { |h| h.call(event) }
end

#on(type, &block) ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 250

def on(type, &block)
  @event_handlers[type] ||= []
  @event_handlers[type] << block
  self
end

#on_event(&block) ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 245

def on_event(&block)
  @event_handlers[:all] << block
  self
end

#reflection_count ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 12

def reflection_count
  @reflector&.reflection_count || 0
end

#reset_messages! ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 327

def reset_messages!
  @chat.reset_messages!
  @messages = []
end

#run(message, tools: nil) ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 85

def run(message, tools: nil)
  raise "Session deleted" if @deleted
  raise "Session already running" if @running

  @running = true
  @abort_requested = false
  @turn_count = 0
  @loop.reset!

  emit(Events::SessionStart.new)

  active_tools = @tools

  if active_tools.empty? && !@_no_tools_instructed
    @chat.add_message(role: :system, content: "You have no tools available. Do not claim you can look up information or use tools of any kind. Just respond based on your existing knowledge.")
    @_no_tools_instructed = true
  end

  begin
    @tool_executor.telemetry = @telemetry

     response = @loop.run_turn(
       chat: @chat,
       message: message,
       tools: active_tools,
       tool_executor: @tool_executor,
       compactor: @compactor,
       hooks: @hooks,
       event_emitter: self,
       session_id: @id,
       persist: @state ? method(:persist!) : nil
     )

    @total_input_tokens += @loop.last_input_tokens.to_i
    @total_output_tokens += @loop.last_output_tokens.to_i
    @total_cost += @loop.last_cost.to_f
  rescue MaxTurnsExceeded => e
    emit(Events::MaxTurnsExceeded.new(max_turns: @max_turns))
    @telemetry.log(:max_turns_exceeded, session_id: @id, max_turns: @max_turns)
    response = last_content
  rescue LoopDetected => e
    emit(Events::LoopDetected.new(tool_name: e.message, repeated_count: 3))
    @telemetry.log(:loop_detected, session_id: @id, tool_name: e.message, repeated_count: 3)
    response = last_content
  rescue Ask::ContextLengthExceeded
    if @compactor && !@compactor.overflow_recovered?
      @compactor.recover_from_overflow
      retry
    end
    response = "I'm sorry, the conversation has grown too long. Please start a new session."
  rescue StandardError => e
    emit(Events::Error.new(error: e.message, recoverable: true))
    raise
  ensure
    @running = false
    persist! if @state
  end

  @tool_calls_made = @tool_executor.total_executions

  # Independent evaluator step (generator/evaluator separation).
  # Runs BEFORE self-reflection so the evaluator gets a fresh, unbiased look
  # at the generator's output using a separate model and isolated context.
  @skip_reflector = false

  if @evaluator && !@abort_requested
    goal = @evaluator_config[:goal] || message

    eval_result = @evaluator.evaluate(
      goal: goal.to_s,
      response: response,
      event_emitter: self
    )

    @telemetry.log(:evaluation_end, session_id: @id,
                   decision: eval_result.decision,
                   feedback: eval_result.feedback,
                   scores: eval_result.scores)

    case eval_result.decision
    when :revise
      @chat.add_message(
        role: :system,
        content: "An independent evaluator has requested revisions:\n\n#{eval_result.feedback}"
      )

      response = @loop.run_turn(
        chat: @chat,
        message: "",
        tools: active_tools,
        tool_executor: @tool_executor,
        compactor: @compactor,
        hooks: @hooks,
        event_emitter: self,
        session_id: @id
      )

      @total_input_tokens += @loop.last_input_tokens.to_i
      @total_output_tokens += @loop.last_output_tokens.to_i
      @total_cost += @loop.last_cost.to_f

      # Skip reflector — we already iterated based on evaluator feedback
      @skip_reflector = true
    when :block
      emit(Events::EvaluationBlocked.new(
        feedback: eval_result.feedback,
        scores: eval_result.scores,
        evidence: eval_result.evidence
      ))
      response = "This response was blocked by the evaluator: #{eval_result.feedback}"
    when :accept
      # Fall through to reflector for backward compatibility
    end
  end

  if @reflector && !@skip_reflector && @reflector.reflect?(@tool_calls_made) && !@abort_requested
    eval_result = @reflector.evaluate(response: response, event_emitter: self)
    @telemetry.log(:reflection_end, session_id: @id, decision: eval_result[:decision], feedback: eval_result[:feedback])

    if eval_result[:decision] == :improve && !@abort_requested
      @chat.add_message(
        role: :system,
        content: "Improve your last response: #{eval_result[:feedback]}"
      )

      response = @loop.run_turn(
        chat: @chat,
        message: "",
        tools: active_tools,
        tool_executor: @tool_executor,
        compactor: @compactor,
        hooks: @hooks,
        event_emitter: self,
        session_id: @id
      )

      @total_input_tokens += @loop.last_input_tokens.to_i
      @total_output_tokens += @loop.last_output_tokens.to_i
      @total_cost += @loop.last_cost.to_f
    end
  end

  if @meta_agent_config
    @telemetry.increment_session_count!
    try_auto_meta_agent
  end

  emit(Events::SessionEnd.new(
    result: response,
    turn_count: @turn_count,
    tool_calls_made: @tool_calls_made,
    input_tokens: @total_input_tokens,
    output_tokens: @total_output_tokens,
    cost: @total_cost
  ))
  @messages = @chat.messages.dup

  response
end

#running? ⇒ Boolean

Returns:

  • (Boolean) 


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# File 'lib/ask/agent/session.rb', line 262

def running? = @running

#save ⇒ Object 



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# File 'lib/ask/agent/session.rb', line 265

def save
  persist! if @state
end

#skill(name) ⇒ Object

Load a skill by name or file path. Injects the skill's full instructions into the conversation as a system message.

Parameters:

  • name (String) —

    skill name (e.g. "rails.db_debug") or path to a .md file

Raises:

  • (Ask::Skills::Error) —

    if the skill is not found



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# File 'lib/ask/agent/session.rb', line 310

def skill(name)
  if @skills_registry && (s = @skills_registry[name])
    @chat.add_message(
      role: :system,
      content: "## Skill: #{s.name}\n\n#{s.description}\n\n---\n\n#{s.instructions}"
    )
  elsif File.exist?(name.to_s)
    content = File.read(name.to_s)
    @chat.add_message(
      role: :system,
      content: "## Skill: #{name}\n\n---\n\n#{content}"
    )
  else
    raise Ask::Skills::Error, "Skill not found: #{name.inspect}"
  end
end