The criteria the judge will use to evaluate the conversation.
LLM invocation function. Can be overridden to customize LLM behavior.
The name that LangWatch shows as the target of the run. When you do not set it, the framework uses the class name of the adapter.
Static ReadonlyAUDIO_Model substrings that indicate multimodal (audio-capable) support.
Mirrors python/scenario/judge_agent.py:_AUDIO_CAPABLE_MODEL_SUBSTRINGS.
Process the input and generate a response.
This is the main method that your agent implementation must provide. It receives structured information about the current conversation state and must return a response in one of the supported formats.
AgentInput containing conversation history, thread context, and scenario state.
The agent's response.
Resolves include_audio for this evaluation:
true/false wins.null (default): true only when conversation has audio AND the judge
model is known to be multimodal.Port of python/scenario/judge_agent.py:effective_include_audio.
Resolves include_timeline for this evaluation.
Defaults to true for voice conversations (auto-detect = conversation has audio).
Port of python/scenario/judge_agent.py:effective_include_timeline.
Resolves include_traces for this evaluation.
Defaults to true when OTel / LangWatch is configured.
Port of python/scenario/judge_agent.py:effective_include_traces.
Whether the configured judge model can ingest raw audio. Determined by checking model name substrings.
StaticconversationWhether any message in messages contains an audio content part.
Recognizes the canonical AI-SDK file audio part
({ type: "file", mediaType: "audio/*" }, EDR §4.2 — the single
in-message format the voice subsystem now produces) and, for
adapter-edge tolerance, the legacy OpenAI input_audio / audio
conventions.
Port of python/scenario/judge_agent.py:_conversation_has_audio.
Agent that evaluates conversations against success criteria.
This is the default judge agent that is used if no judge agent is provided. It is a simple agent that uses function calling to make structured decisions and provides detailed reasoning for its verdicts.
Param: cfg
{JudgeAgentConfig} Configuration for the judge agent.