Skip to content

Realtime Configuration

Run Configuration

Bases: TypedDict

Configuration for running a realtime agent session.

Source code in src/agents/realtime/config.py 
149
150
151
152
153
154
155
156
157
158
159
160
161
162
class RealtimeRunConfig(TypedDict):
    """Configuration for running a realtime agent session."""

    model_settings: NotRequired[RealtimeSessionModelSettings]
    """Settings for the realtime model session."""

    output_guardrails: NotRequired[list[OutputGuardrail[Any]]]
    """List of output guardrails to run on the agent's responses."""

    guardrails_settings: NotRequired[RealtimeGuardrailsSettings]
    """Settings for guardrail execution."""

    tracing_disabled: NotRequired[bool]
    """Whether tracing is disabled for this run."""

model_settings instance-attribute 

model_settings: NotRequired[RealtimeSessionModelSettings]

Settings for the realtime model session.

output_guardrails instance-attribute 

output_guardrails: NotRequired[list[OutputGuardrail[Any]]]

List of output guardrails to run on the agent's responses.

guardrails_settings instance-attribute 

guardrails_settings: NotRequired[RealtimeGuardrailsSettings]

Settings for guardrail execution.

tracing_disabled instance-attribute 

tracing_disabled: NotRequired[bool]

Whether tracing is disabled for this run.

Model Settings

Bases: TypedDict

Model settings for a realtime model session.

Source code in src/agents/realtime/config.py 
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
class RealtimeSessionModelSettings(TypedDict):
    """Model settings for a realtime model session."""

    model_name: NotRequired[RealtimeModelName]
    """The name of the realtime model to use."""

    instructions: NotRequired[str]
    """System instructions for the model."""

    modalities: NotRequired[list[Literal["text", "audio"]]]
    """The modalities the model should support."""

    voice: NotRequired[str]
    """The voice to use for audio output."""

    speed: NotRequired[float]
    """The speed of the model's responses."""

    input_audio_format: NotRequired[RealtimeAudioFormat]
    """The format for input audio streams."""

    output_audio_format: NotRequired[RealtimeAudioFormat]
    """The format for output audio streams."""

    input_audio_transcription: NotRequired[RealtimeInputAudioTranscriptionConfig]
    """Configuration for transcribing input audio."""

    turn_detection: NotRequired[RealtimeTurnDetectionConfig]
    """Configuration for detecting conversation turns."""

    tool_choice: NotRequired[ToolChoice]
    """How the model should choose which tools to call."""

    tools: NotRequired[list[Tool]]
    """List of tools available to the model."""

    handoffs: NotRequired[list[Handoff]]
    """List of handoff configurations."""

    tracing: NotRequired[RealtimeModelTracingConfig | None]
    """Configuration for request tracing."""

model_name instance-attribute 

model_name: NotRequired[RealtimeModelName]

The name of the realtime model to use.

instructions instance-attribute 

instructions: NotRequired[str]

System instructions for the model.

modalities instance-attribute 

modalities: NotRequired[list[Literal['text', 'audio']]]

The modalities the model should support.

voice instance-attribute 

voice: NotRequired[str]

The voice to use for audio output.

speed instance-attribute 

speed: NotRequired[float]

The speed of the model's responses.

input_audio_format instance-attribute 

input_audio_format: NotRequired[RealtimeAudioFormat]

The format for input audio streams.

output_audio_format instance-attribute 

output_audio_format: NotRequired[RealtimeAudioFormat]

The format for output audio streams.

input_audio_transcription instance-attribute 

input_audio_transcription: NotRequired[
    RealtimeInputAudioTranscriptionConfig
]

Configuration for transcribing input audio.

turn_detection instance-attribute 

turn_detection: NotRequired[RealtimeTurnDetectionConfig]

Configuration for detecting conversation turns.

tool_choice instance-attribute 

tool_choice: NotRequired[ToolChoice]

How the model should choose which tools to call.

tools instance-attribute 

tools: NotRequired[list[Tool]]

List of tools available to the model.

handoffs instance-attribute 

handoffs: NotRequired[list[Handoff]]

List of handoff configurations.

tracing instance-attribute 

tracing: NotRequired[RealtimeModelTracingConfig | None]

Configuration for request tracing.

Audio Configuration

Bases: TypedDict

Configuration for audio transcription in realtime sessions.

Source code in src/agents/realtime/config.py 
44
45
46
47
48
49
50
51
52
53
54
class RealtimeInputAudioTranscriptionConfig(TypedDict):
    """Configuration for audio transcription in realtime sessions."""

    language: NotRequired[str]
    """The language code for transcription."""

    model: NotRequired[Literal["gpt-4o-transcribe", "gpt-4o-mini-transcribe", "whisper-1"] | str]
    """The transcription model to use."""

    prompt: NotRequired[str]
    """An optional prompt to guide transcription."""

language instance-attribute 

language: NotRequired[str]

The language code for transcription.

model instance-attribute 

model: NotRequired[
    Literal[
        "gpt-4o-transcribe",
        "gpt-4o-mini-transcribe",
        "whisper-1",
    ]
    | str
]

The transcription model to use.

prompt instance-attribute 

prompt: NotRequired[str]

An optional prompt to guide transcription.

Bases: TypedDict

Turn detection config. Allows extra vendor keys if needed.

Source code in src/agents/realtime/config.py 
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
class RealtimeTurnDetectionConfig(TypedDict):
    """Turn detection config. Allows extra vendor keys if needed."""

    type: NotRequired[Literal["semantic_vad", "server_vad"]]
    """The type of voice activity detection to use."""

    create_response: NotRequired[bool]
    """Whether to create a response when a turn is detected."""

    eagerness: NotRequired[Literal["auto", "low", "medium", "high"]]
    """How eagerly to detect turn boundaries."""

    interrupt_response: NotRequired[bool]
    """Whether to allow interrupting the assistant's response."""

    prefix_padding_ms: NotRequired[int]
    """Padding time in milliseconds before turn detection."""

    silence_duration_ms: NotRequired[int]
    """Duration of silence in milliseconds to trigger turn detection."""

    threshold: NotRequired[float]
    """The threshold for voice activity detection."""

type instance-attribute 

type: NotRequired[Literal['semantic_vad', 'server_vad']]

The type of voice activity detection to use.

create_response instance-attribute 

create_response: NotRequired[bool]

Whether to create a response when a turn is detected.

eagerness instance-attribute 

eagerness: NotRequired[
    Literal["auto", "low", "medium", "high"]
]

How eagerly to detect turn boundaries.

interrupt_response instance-attribute 

interrupt_response: NotRequired[bool]

Whether to allow interrupting the assistant's response.

prefix_padding_ms instance-attribute 

prefix_padding_ms: NotRequired[int]

Padding time in milliseconds before turn detection.

silence_duration_ms instance-attribute 

silence_duration_ms: NotRequired[int]

Duration of silence in milliseconds to trigger turn detection.

threshold instance-attribute 

threshold: NotRequired[float]

The threshold for voice activity detection.

Guardrails Settings

Bases: TypedDict

Settings for output guardrails in realtime sessions.

Source code in src/agents/realtime/config.py 
125
126
127
128
129
130
131
132
133
class RealtimeGuardrailsSettings(TypedDict):
    """Settings for output guardrails in realtime sessions."""

    debounce_text_length: NotRequired[int]
    """
    The minimum number of characters to accumulate before running guardrails on transcript
    deltas. Defaults to 100. Guardrails run every time the accumulated text reaches
    1x, 2x, 3x, etc. times this threshold.
    """

debounce_text_length instance-attribute 

debounce_text_length: NotRequired[int]

The minimum number of characters to accumulate before running guardrails on transcript deltas. Defaults to 100. Guardrails run every time the accumulated text reaches 1x, 2x, 3x, etc. times this threshold.

Model Configuration

Bases: TypedDict

Options for connecting to a realtime model.

Source code in src/agents/realtime/model.py 
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
class RealtimeModelConfig(TypedDict):
    """Options for connecting to a realtime model."""

    api_key: NotRequired[str | Callable[[], MaybeAwaitable[str]]]
    """The API key (or function that returns a key) to use when connecting. If unset, the model will
    try to use a sane default. For example, the OpenAI Realtime model will try to use the
    `OPENAI_API_KEY`  environment variable.
    """

    url: NotRequired[str]
    """The URL to use when connecting. If unset, the model will use a sane default. For example,
    the OpenAI Realtime model will use the default OpenAI WebSocket URL.
    """

    initial_model_settings: NotRequired[RealtimeSessionModelSettings]
    """The initial model settings to use when connecting."""

    playback_tracker: NotRequired[RealtimePlaybackTracker]
    """The playback tracker to use when tracking audio playback progress. If not set, the model will
    use a default implementation that assumes audio is played immediately, at realtime speed.

    A playback tracker is useful for interruptions. The model generates audio much faster than
    realtime playback speed. So if there's an interruption, its useful for the model to know how
    much of the audio has been played by the user. In low-latency scenarios, it's fine to assume
    that audio is played back immediately at realtime speed. But in scenarios like phone calls or
    other remote interactions, you can set a playback tracker that lets the model know when audio
    is played to the user.
    """

api_key instance-attribute 

api_key: NotRequired[
    str | Callable[[], MaybeAwaitable[str]]
]

The API key (or function that returns a key) to use when connecting. If unset, the model will try to use a sane default. For example, the OpenAI Realtime model will try to use the OPENAI_API_KEY environment variable.

url instance-attribute 

url: NotRequired[str]

The URL to use when connecting. If unset, the model will use a sane default. For example, the OpenAI Realtime model will use the default OpenAI WebSocket URL.

initial_model_settings instance-attribute 

initial_model_settings: NotRequired[
    RealtimeSessionModelSettings
]

The initial model settings to use when connecting.

playback_tracker instance-attribute 

playback_tracker: NotRequired[RealtimePlaybackTracker]

The playback tracker to use when tracking audio playback progress. If not set, the model will use a default implementation that assumes audio is played immediately, at realtime speed.

A playback tracker is useful for interruptions. The model generates audio much faster than realtime playback speed. So if there's an interruption, its useful for the model to know how much of the audio has been played by the user. In low-latency scenarios, it's fine to assume that audio is played back immediately at realtime speed. But in scenarios like phone calls or other remote interactions, you can set a playback tracker that lets the model know when audio is played to the user.

Tracing Configuration

Bases: TypedDict

Configuration for tracing in realtime model sessions.

Source code in src/agents/realtime/config.py 
136
137
138
139
140
141
142
143
144
145
146
class RealtimeModelTracingConfig(TypedDict):
    """Configuration for tracing in realtime model sessions."""

    workflow_name: NotRequired[str]
    """The workflow name to use for tracing."""

    group_id: NotRequired[str]
    """A group identifier to use for tracing, to link multiple traces together."""

    metadata: NotRequired[dict[str, Any]]
    """Additional metadata to include with the trace."""

workflow_name instance-attribute 

workflow_name: NotRequired[str]

The workflow name to use for tracing.

group_id instance-attribute 

group_id: NotRequired[str]

A group identifier to use for tracing, to link multiple traces together.

metadata instance-attribute 

metadata: NotRequired[dict[str, Any]]

Additional metadata to include with the trace.

User Input Types

User input that can be a string or structured message.

Bases: TypedDict

A text input from the user.

Source code in src/agents/realtime/config.py 
167
168
169
170
171
172
173
174
class RealtimeUserInputText(TypedDict):
    """A text input from the user."""

    type: Literal["input_text"]
    """The type identifier for text input."""

    text: str
    """The text content from the user."""

type instance-attribute 

type: Literal['input_text']

The type identifier for text input.

text instance-attribute 

text: str

The text content from the user.

Bases: TypedDict

A message input from the user.

Source code in src/agents/realtime/config.py 
177
178
179
180
181
182
183
184
185
186
187
class RealtimeUserInputMessage(TypedDict):
    """A message input from the user."""

    type: Literal["message"]
    """The type identifier for message inputs."""

    role: Literal["user"]
    """The role identifier for user messages."""

    content: list[RealtimeUserInputText]
    """List of text content items in the message."""

type instance-attribute 

type: Literal['message']

The type identifier for message inputs.

role instance-attribute 

role: Literal['user']

The role identifier for user messages.

content instance-attribute 

content: list[RealtimeUserInputText]

List of text content items in the message.

Client Messages

Bases: TypedDict

A raw message to be sent to the model.

Source code in src/agents/realtime/config.py 
34
35
36
37
38
39
40
41
class RealtimeClientMessage(TypedDict):
    """A raw message to be sent to the model."""

    type: str  # explicitly required
    """The type of the message."""

    other_data: NotRequired[dict[str, Any]]
    """Merged into the message body."""

type instance-attribute 

type: str

The type of the message.

other_data instance-attribute 

other_data: NotRequired[dict[str, Any]]

Merged into the message body.

Type Aliases

The name of a realtime model.

The audio format for realtime audio streams.