# mirascope.core.azure.stream
The `AzureStream` class for convenience around streaming LLM calls.
<Info title="Usage">
[Streams](/docs/v1/learn/streams)
</Info>
## <ApiType type="Class" path="core/azure/stream" symbolName="AzureStream" /> AzureStream
A class for convenience around streaming Azure LLM calls.
Example:
```python
from mirascope.core import prompt_template
from mirascope.core.azure import azure_call
@azure_call("gpt-4o-mini", stream=True)
def recommend_book(genre: str) -> str:
return f"Recommend a {genre} book"
stream = recommend_book("fantasy") # returns `AzureStream` instance
for chunk, _ in stream:
print(chunk.content, end="", flush=True)
```
**Bases:**
<TypeLink type={{"type_str": "BaseStream[AzureCallResponse, AzureCallResponseChunk, UserMessage, AssistantMessage, ToolMessage, ChatRequestMessage, AzureTool, ChatCompletionsToolDefinition, AsyncAzureDynamicConfig | AzureDynamicConfig, AzureCallParams, CompletionsFinishReason]", "description": null, "kind": "generic", "base_type": {"type_str": "BaseStream", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/base/stream#basestream"}, "parameters": [{"type_str": "AzureCallResponse", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/call_response#azurecallresponse"}, {"type_str": "AzureCallResponseChunk", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/call_response_chunk#azurecallresponsechunk"}, {"type_str": "UserMessage", "description": null, "kind": "simple", "doc_identifier": "UserMessage"}, {"type_str": "AssistantMessage", "description": null, "kind": "simple", "doc_identifier": "AssistantMessage"}, {"type_str": "ToolMessage", "description": null, "kind": "simple", "doc_identifier": "ToolMessage"}, {"type_str": "ChatRequestMessage", "description": null, "kind": "simple", "doc_identifier": "ChatRequestMessage"}, {"type_str": "AzureTool", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/tool#azuretool"}, {"type_str": "ChatCompletionsToolDefinition", "description": null, "kind": "simple", "doc_identifier": "ChatCompletionsToolDefinition"}, {"type_str": "AsyncAzureDynamicConfig | AzureDynamicConfig", "description": null, "kind": "union", "base_type": {"type_str": "Union", "description": null, "kind": "simple", "doc_url": "https://docs.python.org/3/library/typing.html#typing.Union"}, "parameters": [{"type_str": "AsyncAzureDynamicConfig", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/dynamic_config#asyncazuredynamicconfig"}, {"type_str": "AzureDynamicConfig", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/dynamic_config#azuredynamicconfig"}]}, {"type_str": "AzureCallParams", "description": null, "kind": "simple", "doc_url": "/docs/v1/api/core/azure/call_params#azurecallparams"}, {"type_str": "CompletionsFinishReason", "description": null, "kind": "simple", "doc_identifier": "CompletionsFinishReason"}]}} />
<AttributesTable
attributes={[
{
"name": "cost_metadata",
"type_info": {
"type_str": "CostMetadata",
"description": null,
"kind": "simple",
"doc_url": "/docs/v1/api/core/base/types#costmetadata"
},
"description": "Get metadata required for cost calculation."
}
]}
/>
## <ApiType type="Function" path="core/azure/stream" symbolName="construct_call_response" /> construct_call_response
Constructs the call response from a consumed AzureStream.
<ParametersTable
parameters={[
{
"name": "self",
"type_info": {
"type_str": "Any",
"description": null,
"kind": "simple",
"doc_identifier": null
}
}
]}
/>
<ReturnTable
returnType={{
"type_info": {
"type_str": "AzureCallResponse",
"description": null,
"kind": "simple",
"doc_url": "/docs/v1/api/core/azure/call_response#azurecallresponse"
}
}}
/>