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Sunil Dutta 3b77192ad0 Python: Introducing support for Bedrock-hosted models (Anthropic, Cohere, etc.) (#2610)
* Pushing the bedrock related changes to the new branch after addressing the review comments

* 2524 Addressed the second round review comments

* 2524 Addressed few more minor comments on the PR

* resolving the merge conflict

* 2524 resolved the uv.lock conflicts

* 2524 addressed more comments

* 2524 removed the print statement to fix the checks failure

* 2524 resolved the CI failure issues

* 2524 fixing the CI breaks

* 2524 Addressed the review comment

* 2524 resolved conflict

---------

Co-authored-by: Sunil Dutta <sunil.dutta@penske.com>
Co-authored-by: budgetboardingai <apurva.sharma31@gmail.com>
2025-12-19 18:35:53 +00:00

70 lines
2.2 KiB
Python

# Copyright (c) Microsoft. All rights reserved.
from __future__ import annotations
import asyncio
from typing import Any
import pytest
from agent_framework import ChatMessage, ChatOptions, Role, TextContent
from agent_framework.exceptions import ServiceInitializationError
from agent_framework_bedrock import BedrockChatClient
class _StubBedrockRuntime:
def __init__(self) -> None:
self.calls: list[dict[str, Any]] = []
def converse(self, **kwargs: Any) -> dict[str, Any]:
self.calls.append(kwargs)
return {
"modelId": kwargs["modelId"],
"responseId": "resp-123",
"usage": {"inputTokens": 10, "outputTokens": 5, "totalTokens": 15},
"output": {
"completionReason": "end_turn",
"message": {
"id": "msg-1",
"role": "assistant",
"content": [{"text": "Bedrock says hi"}],
},
},
}
def test_get_response_invokes_bedrock_runtime() -> None:
stub = _StubBedrockRuntime()
client = BedrockChatClient(
model_id="amazon.titan-text",
region="us-west-2",
client=stub,
)
messages = [
ChatMessage(role=Role.SYSTEM, contents=[TextContent(text="You are concise.")]),
ChatMessage(role=Role.USER, contents=[TextContent(text="hello")]),
]
response = asyncio.run(client.get_response(messages=messages, chat_options=ChatOptions(max_tokens=32)))
assert stub.calls, "Expected the runtime client to be called"
payload = stub.calls[0]
assert payload["modelId"] == "amazon.titan-text"
assert payload["messages"][0]["content"][0]["text"] == "hello"
assert response.messages[0].contents[0].text == "Bedrock says hi"
assert response.usage_details and response.usage_details.input_token_count == 10
def test_build_request_requires_non_system_messages() -> None:
client = BedrockChatClient(
model_id="amazon.titan-text",
region="us-west-2",
client=_StubBedrockRuntime(),
)
messages = [ChatMessage(role=Role.SYSTEM, contents=[TextContent(text="Only system text")])]
with pytest.raises(ServiceInitializationError):
client._build_converse_request(messages, ChatOptions())