SDK regeneration

Unable to analyze changes with AI, incrementing PATCH version.

Author: fern-api[bot]

.fernignore

@@ -2,3 +2,4 @@
 src/agoraio/pool_client.py
 src/agoraio/__init__.py
 src/agoraio/core/domain.py
+changelog.md

README.md

@@ -3,12 +3,17 @@
 [![fern shield](https://img.shields.io/badge/%F0%9F%8C%BF-Built%20with%20Fern-brightgreen)](https://buildwithfern.com?utm_source=github&utm_medium=github&utm_campaign=readme&utm_source=https%3A%2F%2Fgithub.com%2Ffern-demo%2Fagoraio-python-sdk)
 [![pypi](https://img.shields.io/pypi/v/agoraio-sdk)](https://pypi.python.org/pypi/agoraio-sdk)
 
-The Agoraio Python library provides convenient access to the Agoraio APIs from Python.
+The Agora Conversational AI SDK provides convenient access to the Agora Conversational AI APIs, 
+enabling you to build voice-powered AI agents with support for both cascading flows (ASR -> LLM -> TTS) 
+and multimodal flows (MLLM) for real-time audio processing.
+
 
 ## Table of Contents
 
+- [Documentation](#documentation)
 - [Installation](#installation)
 - [Reference](#reference)
+- [Mllm Flow Multimodal](#mllm-flow-multimodal)
 - [Usage](#usage)
 - [Async Client](#async-client)
 - [Exception Handling](#exception-handling)
@@ -20,6 +25,10 @@ The Agoraio Python library provides convenient access to the Agoraio APIs from P
   - [Custom Client](#custom-client)
 - [Contributing](#contributing)
 
+## Documentation
+
+API reference documentation is available [here](https://docs.agora.io/en/conversational-ai/overview).
+
 ## Installation
 
 ```sh
@@ -30,6 +39,71 @@ pip install agoraio-sdk
 
 A full reference for this library is available [here](https://github.com/fern-demo/agoraio-python-sdk/blob/HEAD/./reference.md).
 
+## MLLM Flow (Multimodal)
+
+For real-time audio processing using OpenAI's Realtime API or Google Gemini Live, use the MLLM (Multimodal Large Language Model) flow instead of the cascading ASR -> LLM -> TTS flow. See the [MLLM Overview](https://docs.agora.io/en/conversational-ai/models/mllm/overview) for more details.
+
+```python
+from agoraio-sdk import Agora
+from agoraio-sdk.agents import (
+    StartAgentsRequestProperties,
+    StartAgentsRequestPropertiesAdvancedFeatures,
+    StartAgentsRequestPropertiesMllm,
+    StartAgentsRequestPropertiesMllmVendor,
+    StartAgentsRequestPropertiesTts,
+    StartAgentsRequestPropertiesTtsVendor,
+    StartAgentsRequestPropertiesLlm,
+    StartAgentsRequestPropertiesTurnDetection,
+    StartAgentsRequestPropertiesTurnDetectionType,
+)
+
+client = Agora(
+    username="YOUR_APP_ID",
+    password="YOUR_APP_CERTIFICATE",
+)
+
+client.agents.start(
+    appid="your_app_id",
+    name="mllm_agent",
+    properties=StartAgentsRequestProperties(
+        channel="channel_name",
+        token="your_token",
+        agent_rtc_uid="1001",
+        remote_rtc_uids=["1002"],
+        idle_timeout=120,
+        advanced_features=StartAgentsRequestPropertiesAdvancedFeatures(
+            enable_mllm=True,
+        ),
+        mllm=StartAgentsRequestPropertiesMllm(
+            url="wss://api.openai.com/v1/realtime",
+            api_key="<your_openai_api_key>",
+            vendor=StartAgentsRequestPropertiesMllmVendor.OPENAI,
+            params={
+                "model": "gpt-4o-realtime-preview",
+                "voice": "alloy",
+            },
+            input_modalities=["audio"],
+            output_modalities=["text", "audio"],
+            greeting_message="Hello! I'm ready to chat in real-time.",
+        ),
+        turn_detection=StartAgentsRequestPropertiesTurnDetection(
+            type=StartAgentsRequestPropertiesTurnDetectionType.SERVER_VAD,
+            threshold=0.5,
+            silence_duration_ms=500,
+        ),
+        # TTS and LLM are still required but not used when MLLM is enabled
+        tts=StartAgentsRequestPropertiesTts(
+            vendor=StartAgentsRequestPropertiesTtsVendor.MICROSOFT,
+            params={},
+        ),
+        llm=StartAgentsRequestPropertiesLlm(
+            url="https://api.openai.com/v1/chat/completions",
+        ),
+    ),
+)
+```
+
+
 ## Usage
 
 Instantiate and use the client with the following:

changelog.md

@@ -1,9 +1,4 @@
-## 0.0.8 - 2025-11-20
-* chore: remove changelog.md file
-* The changelog file has been completely removed from the repository. This appears to be part of a cleanup or restructuring effort to remove outdated documentation.
-* Key changes:
-* Delete changelog.md file containing version 0.0.7 release notes
-* Remove SDK regeneration and patch version increment documentation
-* Clean up repository structure by removing legacy changelog
-* 🌿 Generated with Fern
+## 0.0.9 - 2026-01-09
+* SDK regeneration
+* Unable to analyze changes with AI, incrementing PATCH version.
 

poetry.lock

@@ -3,7 +3,7 @@ name = "agoraio-sdk"
 
 [tool.poetry]
 name = "agoraio-sdk"
-version = "0.0.8"
+version = "0.0.9"
 description = ""
 readme = "README.md"
 authors = []

pyproject.toml

@@ -10,7 +10,7 @@
 
 
 class ListAgentsResponse(UncheckedBaseModel):
-    data: typing.Optional[ListAgentsResponseData] = pydantic.Field(default=None)
+    data: ListAgentsResponseData = pydantic.Field()
     """
     Agent data.
     """

src/agoraio/agents/types/list_agents_response.py

@@ -20,9 +20,9 @@ class ListAgentsResponseData(UncheckedBaseModel):
     The number of agents returned.
     """
 
-    list_: typing_extensions.Annotated[
-        typing.Optional[typing.List[ListAgentsResponseDataListItem]], FieldMetadata(alias="list")
-    ] = pydantic.Field(default=None)
+    list_: typing_extensions.Annotated[typing.List[ListAgentsResponseDataListItem], FieldMetadata(alias="list")] = (
+        pydantic.Field()
+    )
     """
     A list of agents that meets the criteria.
     """

src/agoraio/agents/types/list_agents_response_data.py

@@ -6,15 +6,8 @@
 from importlib import import_module
 
 if typing.TYPE_CHECKING:
-    from .domain import Area, Pool, create_pool
     from .file import File, with_content_type
-_dynamic_imports: typing.Dict[str, str] = {
-    "Area": ".domain",
-    "Pool": ".domain",
-    "create_pool": ".domain",
-    "File": ".file",
-    "with_content_type": ".file",
-}
+_dynamic_imports: typing.Dict[str, str] = {"File": ".file", "with_content_type": ".file"}
 
 
 def __getattr__(attr_name: str) -> typing.Any:
@@ -38,4 +31,4 @@ def __dir__():
     return sorted(lazy_attrs)
 
 
-__all__ = ["Area", "Pool", "create_pool", "File", "with_content_type"]
+__all__ = ["File", "with_content_type"]

src/agoraio/core/__init__.py

@@ -24,10 +24,10 @@ def __init__(
 
     def get_headers(self) -> typing.Dict[str, str]:
         headers: typing.Dict[str, str] = {
-            "User-Agent": "agoraio-sdk/AUTO",
+            "User-Agent": "agoraio-sdk/0.0.9",
             "X-Fern-Language": "Python",
             "X-Fern-SDK-Name": "agoraio-sdk",
-            "X-Fern-SDK-Version": "0.0.8",
+            "X-Fern-SDK-Version": "0.0.9",
             **(self.get_custom_headers() or {}),
         }
         headers["Authorization"] = httpx.BasicAuth(self._get_username(), self._get_password())._auth_header

src/agoraio/core/client_wrapper.py

@@ -10,7 +10,7 @@
 
 
 class ListTelephonyResponse(UncheckedBaseModel):
-    data: typing.Optional[ListTelephonyResponseData] = pydantic.Field(default=None)
+    data: ListTelephonyResponseData = pydantic.Field()
     """
     Call data object.
     """