From 1d73b3d9082c59f361c5f15f0b382370fd4b68b1 Mon Sep 17 00:00:00 2001
From: Rodolfo Olivieri <rolivier@redhat.com>
Date: Thu, 9 Apr 2026 14:09:13 -0300
Subject: [PATCH] Refactor to use openai SDK instead of raw httpx

Replace manual HTTP communication, custom Pydantic models for the
Responses API, and manual SSE parsing with the openai Python SDK.
The SDK handles transport, serialization, streaming, and error typing,
reducing ~300 lines of custom code.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
---
 pyproject.toml                           |   3 +-
 src/goose_proxy/exceptions.py            |  45 +-
 src/goose_proxy/models/responses.py      | 170 --------
 src/goose_proxy/translators/response.py  |  12 +-
 src/goose_proxy/translators/streaming.py |  28 +-
 src/goose_proxy/v1.py                    | 165 ++-----
 tests/test_exceptions.py                 | 133 +++---
 tests/test_models.py                     | 216 ----------
 tests/test_v1.py                         | 140 +++---
 tests/translators/test_response.py       |  16 +-
 tests/translators/test_streaming.py      | 143 +++----
 uv.lock                                  | 520 +++++++++++++++--------
 12 files changed, 617 insertions(+), 974 deletions(-)
 delete mode 100644 src/goose_proxy/models/responses.py
 delete mode 100644 tests/test_models.py

diff --git a/pyproject.toml b/pyproject.toml
index 4d82096..7719bf7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,6 +16,8 @@ dependencies = [
     "pydantic>=2.12.4",
     "fastapi>=0.121.2",
     "uvicorn>=0.38.0",
+    "openai>=2.21.0",
+    "httpx>=0.28",
 ]
 # Python 3.9 is the minimum version available in RHEL 9, our lowest target.
 requires-python = ">=3.9"
@@ -59,7 +61,6 @@ lint = [
 ]
 
 test = [
-    "httpx>=0.28",
     "pytest-asyncio>=0.25",
     "pytest-cov>=7.0.0",
     "pytest>=8.0",
diff --git a/src/goose_proxy/exceptions.py b/src/goose_proxy/exceptions.py
index e9c5ab8..b43e21c 100644
--- a/src/goose_proxy/exceptions.py
+++ b/src/goose_proxy/exceptions.py
@@ -1,6 +1,7 @@
-import json
 import logging
-import urllib.error
+import typing as t
+
+import openai
 
 from fastapi import FastAPI
 from fastapi import HTTPException
@@ -43,40 +44,28 @@ def _http_exception_handler(_: Request, exc: Exception) -> JSONResponse:
     )
 
 
-def _http_error_handler(_: Request, exc: Exception) -> JSONResponse:
-    assert isinstance(exc, urllib.error.HTTPError)
-    body = exc.read().decode()
-
-    logger.debug(
-        "Backend HTTP error\n\tURL: %s\n\tResponse status: %s %s\n\tResponse headers: %s\n\tResponse body: %s",
-        exc.url,
-        exc.code,
-        exc.reason,
-        dict(exc.headers) if exc.headers else {},
-        body,
-    )
-
-    try:
-        data = json.loads(body)
-        message = data.get("error", {}).get("message", str(exc))
-    except (json.JSONDecodeError, ValueError):
-        message = body or str(exc)
+def _api_status_error_handler(_: Request, exc: Exception) -> JSONResponse:
+    assert isinstance(exc, openai.APIStatusError)
+    message = str(exc)
+    body = t.cast(dict[str, t.Any], exc.body) if isinstance(exc.body, dict) else None
+    if body:
+        error_info = body.get("error")
+        if isinstance(error_info, dict) and "message" in error_info:
+            message = error_info["message"]
 
     return _openai_error_response(
-        status_code=exc.code,
+        status_code=exc.status_code,
         message=message,
         error_type="api_error",
     )
 
 
-def _url_error_handler(_: Request, exc: Exception) -> JSONResponse:
-    assert isinstance(exc, urllib.error.URLError)
-
-    logger.debug("Backend connection error: %s", exc.reason)
+def _api_connection_error_handler(_: Request, exc: Exception) -> JSONResponse:
+    assert isinstance(exc, openai.APIConnectionError)
 
     return _openai_error_response(
         status_code=502,
-        message=str(exc.reason),
+        message=exc.message,
         error_type="api_error",
     )
 
@@ -98,6 +87,6 @@ def _cert_error_handler(_: Request, exc: Exception) -> JSONResponse:
 
 def register_exception_handlers(app: FastAPI) -> None:
     app.add_exception_handler(HTTPException, _http_exception_handler)
-    app.add_exception_handler(urllib.error.HTTPError, _http_error_handler)
-    app.add_exception_handler(urllib.error.URLError, _url_error_handler)
+    app.add_exception_handler(openai.APIStatusError, _api_status_error_handler)
+    app.add_exception_handler(openai.APIConnectionError, _api_connection_error_handler)
     app.add_exception_handler(CertificateInitializationError, _cert_error_handler)
diff --git a/src/goose_proxy/models/responses.py b/src/goose_proxy/models/responses.py
deleted file mode 100644
index 3c116f7..0000000
--- a/src/goose_proxy/models/responses.py
+++ /dev/null
@@ -1,170 +0,0 @@
-"""Pydantic models for the Responses API."""
-
-from __future__ import annotations
-
-import logging
-import typing as t
-
-from pydantic import BaseModel
-from pydantic import ConfigDict
-from pydantic import Field
-from pydantic import field_validator
-
-
-logger = logging.getLogger("uvicorn.error")
-
-
-# --- Response output types ---
-
-
-class ResponseOutputText(BaseModel):
-    type: t.Literal["output_text"] = "output_text"
-    text: str
-    annotations: list = Field(default_factory=list)
-
-    model_config = ConfigDict(extra="ignore")
-
-
-class ResponseOutputMessage(BaseModel):
-    type: t.Literal["message"] = "message"
-    id: str
-    content: list[ResponseOutputText]
-    role: str
-    status: str
-
-    model_config = ConfigDict(extra="ignore")
-
-
-class ResponseFunctionToolCall(BaseModel):
-    type: t.Literal["function_call"] = "function_call"
-    id: str
-    call_id: str
-    name: str
-    arguments: str
-    status: str
-
-    model_config = ConfigDict(extra="ignore")
-
-
-OutputItem = t.Annotated[
-    t.Union[ResponseOutputMessage, ResponseFunctionToolCall],
-    Field(discriminator="type"),
-]
-
-_KNOWN_OUTPUT_TYPES = {"message", "function_call"}
-
-
-class ResponseUsage(BaseModel):
-    input_tokens: int
-    output_tokens: int
-    total_tokens: int
-
-    model_config = ConfigDict(extra="ignore")
-
-
-class Response(BaseModel):
-    id: str
-    created_at: int
-    model: str
-    object: str
-    output: list[OutputItem]
-    status: str
-    usage: t.Optional[ResponseUsage] = None
-
-    model_config = ConfigDict(extra="ignore")
-
-    @field_validator("output", mode="before")
-    @classmethod
-    def drop_unknown_output_types(cls, items: list) -> list:
-        """Filter out output items with types the proxy doesn't translate.
-
-        The Responses API can return output types (e.g. mcp_list_tools) that
-        this proxy doesn't need to handle. Dropping them here avoids
-        validation errors from the discriminated union.
-        """
-        known = []
-        for item in items:
-            item_type = item.get("type", "") if isinstance(item, dict) else getattr(item, "type", "")
-            if item_type in _KNOWN_OUTPUT_TYPES:
-                known.append(item)
-            else:
-                logger.debug("Skipping unknown output type: %s", item_type)
-        return known
-
-
-# --- Streaming event types ---
-
-
-class ResponseCreatedEvent(BaseModel):
-    type: t.Literal["response.created"] = "response.created"
-    response: Response
-    sequence_number: int
-
-
-class ResponseTextDeltaEvent(BaseModel):
-    type: t.Literal["response.output_text.delta"] = "response.output_text.delta"
-    delta: str
-    content_index: int
-    item_id: str
-    output_index: int
-    sequence_number: int
-
-    model_config = ConfigDict(extra="ignore")
-
-
-class ResponseOutputItemAddedEvent(BaseModel):
-    type: t.Literal["response.output_item.added"] = "response.output_item.added"
-    item: OutputItem
-    output_index: int
-    sequence_number: int
-
-
-class ResponseFunctionCallArgumentsDeltaEvent(BaseModel):
-    type: t.Literal["response.function_call_arguments.delta"] = "response.function_call_arguments.delta"
-    delta: str
-    item_id: str
-    output_index: int
-    sequence_number: int
-
-
-class ResponseCompletedEvent(BaseModel):
-    type: t.Literal["response.completed"] = "response.completed"
-    response: Response
-    sequence_number: int
-
-
-StreamEvent = t.Union[
-    ResponseCreatedEvent,
-    ResponseTextDeltaEvent,
-    ResponseOutputItemAddedEvent,
-    ResponseFunctionCallArgumentsDeltaEvent,
-    ResponseCompletedEvent,
-]
-
-_EVENT_TYPES: dict[str, type[BaseModel]] = {
-    "response.created": ResponseCreatedEvent,
-    "response.output_text.delta": ResponseTextDeltaEvent,
-    "response.output_item.added": ResponseOutputItemAddedEvent,
-    "response.function_call_arguments.delta": ResponseFunctionCallArgumentsDeltaEvent,
-    "response.completed": ResponseCompletedEvent,
-}
-
-
-def parse_stream_event(data: dict) -> t.Optional[StreamEvent]:
-    """Parse a raw event dict into a typed streaming event model.
-
-    Returns None for unknown event types or events containing
-    output items with types the proxy doesn't translate.
-    """
-    event_cls = _EVENT_TYPES.get(data.get("type", ""))
-    if event_cls is None:
-        return None
-
-    # Skip output_item.added events for item types we don't handle
-    if event_cls is ResponseOutputItemAddedEvent:
-        item_type = data.get("item", {}).get("type", "")
-        if item_type not in _KNOWN_OUTPUT_TYPES:
-            logger.debug("Skipping output_item.added for unknown type: %s", item_type)
-            return None
-
-    return t.cast(StreamEvent, event_cls.model_validate(data))
diff --git a/src/goose_proxy/translators/response.py b/src/goose_proxy/translators/response.py
index 72bc662..c7fa282 100644
--- a/src/goose_proxy/translators/response.py
+++ b/src/goose_proxy/translators/response.py
@@ -2,17 +2,17 @@
 
 import typing as t
 
+from openai.types.responses import Response
+from openai.types.responses import ResponseFunctionToolCall
+from openai.types.responses import ResponseOutputMessage
+from openai.types.responses import ResponseOutputText
+
 from goose_proxy.models.chat import ChatCompletion
 from goose_proxy.models.chat import ChatCompletionMessageToolCall
 from goose_proxy.models.chat import ChatCompletionResponseMessage
 from goose_proxy.models.chat import Choice
 from goose_proxy.models.chat import CompletionUsage
 from goose_proxy.models.chat import Function
-from goose_proxy.models.responses import OutputItem
-from goose_proxy.models.responses import Response
-from goose_proxy.models.responses import ResponseFunctionToolCall
-from goose_proxy.models.responses import ResponseOutputMessage
-from goose_proxy.models.responses import ResponseOutputText
 
 
 def _extract_text(output_message: ResponseOutputMessage) -> t.Optional[str]:
@@ -25,7 +25,7 @@ def _extract_text(output_message: ResponseOutputMessage) -> t.Optional[str]:
 
 
 def _extract_tool_calls(
-    output: t.List[OutputItem],
+    output: list,
 ) -> t.Optional[t.List[ChatCompletionMessageToolCall]]:
     """Extract tool calls from the response output items."""
     tool_calls = []
diff --git a/src/goose_proxy/translators/streaming.py b/src/goose_proxy/translators/streaming.py
index 6585afe..6d6d8be 100644
--- a/src/goose_proxy/translators/streaming.py
+++ b/src/goose_proxy/translators/streaming.py
@@ -4,16 +4,16 @@
 import time
 import typing as t
 
-from collections.abc import Iterator
+from collections.abc import AsyncIterator
 
-from goose_proxy.models.responses import ResponseCompletedEvent
-from goose_proxy.models.responses import ResponseCreatedEvent
-from goose_proxy.models.responses import ResponseFunctionCallArgumentsDeltaEvent
-from goose_proxy.models.responses import ResponseFunctionToolCall
-from goose_proxy.models.responses import ResponseOutputItemAddedEvent
-from goose_proxy.models.responses import ResponseOutputMessage
-from goose_proxy.models.responses import ResponseTextDeltaEvent
-from goose_proxy.models.responses import StreamEvent
+from openai.types.responses import ResponseCompletedEvent
+from openai.types.responses import ResponseCreatedEvent
+from openai.types.responses import ResponseFunctionCallArgumentsDeltaEvent
+from openai.types.responses import ResponseFunctionToolCall
+from openai.types.responses import ResponseOutputItemAddedEvent
+from openai.types.responses import ResponseOutputMessage
+from openai.types.responses import ResponseStreamEvent
+from openai.types.responses import ResponseTextDeltaEvent
 
 
 def _make_chunk(
@@ -95,14 +95,14 @@ def _translate_usage(event: ResponseCompletedEvent) -> t.Optional[dict[str, int]
     }
 
 
-def translate_stream(
-    stream: Iterator[StreamEvent],
+async def translate_stream(
+    stream: AsyncIterator[ResponseStreamEvent],
     model: t.Optional[str],
-) -> Iterator[str]:
+) -> AsyncIterator[str]:
     """Translate Responses API stream events into Chat Completions SSE lines.
 
     Args:
-        stream: Iterator of streaming event objects from the backend.
+        stream: Async iterator of streaming event objects from the backend.
         model: The original model name from the request, or None to use the response model.
 
     Yields:
@@ -115,7 +115,7 @@ def translate_stream(
     has_tool_calls = False
     sent_role = False
 
-    for event in stream:
+    async for event in stream:
         if isinstance(event, ResponseCreatedEvent):
             request_id = event.response.id
             created = int(event.response.created_at)
diff --git a/src/goose_proxy/v1.py b/src/goose_proxy/v1.py
index 7c10e13..c2328ba 100644
--- a/src/goose_proxy/v1.py
+++ b/src/goose_proxy/v1.py
@@ -1,25 +1,20 @@
-import json
 import logging
-import ssl
 import typing as t
-import urllib.error
-import urllib.request
 
-from collections.abc import Iterator
+from functools import lru_cache
+
+import httpx
 
 from fastapi import APIRouter
 from fastapi import Depends
-from fastapi import Request
 from fastapi.responses import StreamingResponse
+from openai import AsyncOpenAI
 
 from goose_proxy.config import get_settings
 from goose_proxy.exceptions import CertificateInitializationError
 from goose_proxy.models.chat import ChatCompletionRequest
 from goose_proxy.models.chat import ModelInfo
 from goose_proxy.models.chat import ModelsResponse
-from goose_proxy.models.responses import parse_stream_event
-from goose_proxy.models.responses import Response
-from goose_proxy.models.responses import StreamEvent
 from goose_proxy.translators import translate_request
 from goose_proxy.translators import translate_response
 from goose_proxy.translators import translate_stream
@@ -30,147 +25,49 @@
 router = APIRouter(prefix="/v1")
 
 
-class BackendClient:
-    def __init__(
-        self,
-        base_url: str,
-        ssl_context: ssl.SSLContext,
-        timeout: int,
-        headers: dict,
-        proxy: str = "",
-    ):
-        self.base_url = base_url.rstrip("/")
-        self.ssl_context = ssl_context
-        self.timeout = timeout
-        self.headers = headers
-
-        if proxy:
-            proxy_handler = urllib.request.ProxyHandler({"https": proxy, "http": proxy})
-            https_handler = urllib.request.HTTPSHandler(context=self.ssl_context)
-            self.opener = urllib.request.build_opener(proxy_handler, https_handler)
-        else:
-            https_handler = urllib.request.HTTPSHandler(context=self.ssl_context)
-            self.opener = urllib.request.build_opener(https_handler)
-
-    def post(self, path: str, body: dict) -> urllib.request.Request:
-        url = self.base_url + path
-        data = json.dumps(body).encode()
-        req = urllib.request.Request(url, data=data, method="POST")
-        for key, value in self.headers.items():
-            req.add_header(key, value)
-
-        req.add_header("Content-Type", "application/json")
-
-        return req
-
-    def send(self, req: urllib.request.Request):
-        try:
-            return self.opener.open(req, timeout=self.timeout)
-        except urllib.error.HTTPError:
-            logger.debug(
-                "Request that caused backend error\n\t\tRequest: %s %s\n\t\tRequest headers: %s",
-                req.get_method(),
-                req.full_url,
-                dict(req.headers),
-            )
-            raise
-
-    @classmethod
-    def create(cls) -> "BackendClient":
-        logger.debug("Getting backend client")
-        settings = get_settings()
-        backend = settings.backend
-
-        ctx = ssl.SSLContext(ssl.PROTOCOL_TLS_CLIENT)
-        try:
-            ctx.load_cert_chain(str(backend.auth.cert_file), str(backend.auth.key_file))
-        except (FileNotFoundError, ssl.SSLError) as err:
-            raise CertificateInitializationError() from err
-        ctx.load_default_certs()
-
-        client = cls(
-            base_url=backend.endpoint,
-            ssl_context=ctx,
-            timeout=backend.timeout,
-            proxy=backend.proxy,
-            headers={
-                "Accept": "application/json",
-                "X-LCS-Merge-Server-Tools": "true",
-            },
-        )
-
-        return client
-
-    def create_response(self, **params) -> Response:
-        req = self.post("/responses", body=params)
-        with self.send(req) as resp:
-            data = json.loads(resp.read().decode())
-
-        return Response.model_validate(data)
-
-    def open_stream(self, **params):
-        """Open a streaming connection to the backend.
-
-        Returns the raw response object. Raises urllib.error.HTTPError on
-        error status codes before any data is consumed, allowing callers
-        to handle the error before committing to a StreamingResponse.
-        """
-        req = self.post("/responses", body=params)
-
-        return self.send(req)
-
-    @staticmethod
-    def iter_stream_events(resp: t.IO[bytes]) -> Iterator[StreamEvent]:
-        for raw_line in resp:
-            line = raw_line.decode().strip()
-            if not line or line.startswith("event:"):
-                continue
-
-            if line.startswith("data: "):
-                payload = line[6:]
-                if payload == "[DONE]":
-                    break
-
-                try:
-                    data = json.loads(payload)
-                except json.JSONDecodeError:
-                    logger.warning("Skipping malformed SSE data: %s", payload[:120])
-                    continue
-
-                event = parse_stream_event(data)
-                if event is not None:
-                    yield event
-
-    def stream_response(self, **params) -> Iterator[StreamEvent]:
-        with self.open_stream(**params) as resp:
-            yield from self.iter_stream_events(resp)
+@lru_cache(maxsize=1)
+def get_openai_client() -> AsyncOpenAI:
+    """Create a cached AsyncOpenAI client configured from settings."""
+    settings = get_settings()
+    backend = settings.backend
+    for cert_path in (backend.auth.cert_file, backend.auth.key_file):
+        if not cert_path.exists():
+            raise CertificateInitializationError() from FileNotFoundError(f"No such file or directory: '{cert_path}'")
+
+    cert = (str(backend.auth.cert_file), str(backend.auth.key_file))
+    http_client = httpx.AsyncClient(
+        cert=cert,
+        timeout=backend.timeout,
+        proxy=backend.proxy or None,
+    )
+    return AsyncOpenAI(
+        base_url=backend.endpoint,
+        api_key="",
+        http_client=http_client,
+    )
 
 
 @router.post("/chat/completions", response_model_exclude_none=True)
 async def chat_completions(
     data: ChatCompletionRequest,
-    client: t.Annotated[BackendClient, Depends(BackendClient.create)],
+    client: t.Annotated[AsyncOpenAI, Depends(get_openai_client)],
 ):
     params = translate_request(data)
     if data.stream:
-        resp = client.open_stream(**params)
+        stream = await client.responses.create(**params)
 
-        def generate():
-            try:
-                for line in translate_stream(client.iter_stream_events(resp), data.model):
-                    yield line
-            finally:
-                resp.close()
+        async def generate():
+            async for line in translate_stream(stream, data.model):
+                yield line
 
         return StreamingResponse(generate(), media_type="text/event-stream")
 
-    response = client.create_response(**params)
-
+    response = await client.responses.create(**params)
     return translate_response(response, data.model)
 
 
 @router.get("/models")
-async def list_models(_: Request) -> ModelsResponse:
+async def list_models() -> ModelsResponse:
     """Return fixed model info instead of querying the backend.
 
     Always returns 'RHEL-command-line-assistant' as the available model.
diff --git a/tests/test_exceptions.py b/tests/test_exceptions.py
index a8834ff..36ea3a9 100644
--- a/tests/test_exceptions.py
+++ b/tests/test_exceptions.py
@@ -1,17 +1,16 @@
-import io
 import json
-import urllib.error
 
 from unittest.mock import MagicMock
 
-import pytest
+import httpx
+import openai
 
 from fastapi import HTTPException
 
+from goose_proxy.exceptions import _api_connection_error_handler
+from goose_proxy.exceptions import _api_status_error_handler
 from goose_proxy.exceptions import _cert_error_handler
-from goose_proxy.exceptions import _http_error_handler
 from goose_proxy.exceptions import _http_exception_handler
-from goose_proxy.exceptions import _url_error_handler
 from goose_proxy.exceptions import CertificateInitializationError
 
 
@@ -19,20 +18,8 @@ def _dummy_request():
     return MagicMock()
 
 
-@pytest.fixture
-def make_http_error():
-    def _make_http_error(code, body):
-        fp = io.BytesIO(body.encode())
-
-        return urllib.error.HTTPError(
-            url="http://test/responses",
-            code=code,
-            msg="",
-            hdrs=None,
-            fp=fp,
-        )
-
-    return _make_http_error
+def _parse(resp):
+    return json.loads(resp.body)
 
 
 class TestHttpExceptionHandler:
@@ -83,62 +70,87 @@ def test_502_returns_server_error(self):
         assert body["error"]["type"] == "server_error"
 
 
-class TestHttpErrorHandler:
-    def test_extracts_message_from_json_error(self, make_http_error):
-        exc = make_http_error(422, '{"error": {"message": "Invalid parameters"}}')
-
-        resp = _http_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
-
+class TestApiStatusErrorHandler:
+    def test_extracts_message_from_json_error(self):
+        response = httpx.Response(
+            status_code=422,
+            json={"error": {"message": "Invalid parameters"}},
+            request=httpx.Request("POST", "http://test"),
+        )
+        exc = openai.APIStatusError(
+            message="Unprocessable",
+            response=response,
+            body={"error": {"message": "Invalid parameters"}},
+        )
+        resp = _api_status_error_handler(_dummy_request(), exc)
+        body = _parse(resp)
         assert resp.status_code == 422
         assert body["error"]["message"] == "Invalid parameters"
         assert body["error"]["type"] == "api_error"
 
-    def test_falls_back_to_text_on_non_json(self, make_http_error):
-        exc = make_http_error(500, "Internal Server Error")
-
-        resp = _http_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
-
+    def test_falls_back_to_str_on_no_body(self):
+        response = httpx.Response(
+            status_code=500,
+            text="Internal Server Error",
+            request=httpx.Request("POST", "http://test"),
+        )
+        exc = openai.APIStatusError(
+            message="Server Error",
+            response=response,
+            body=None,
+        )
+        resp = _api_status_error_handler(_dummy_request(), exc)
+        body = _parse(resp)
         assert resp.status_code == 500
-        assert body["error"]["message"] == "Internal Server Error"
-
-    def test_falls_back_to_str_exc_when_no_message_key(self, make_http_error):
-        exc = make_http_error(503, '{"detail": "Service unavailable"}')
-
-        resp = _http_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
+        assert "Server Error" in body["error"]["message"]
 
+    def test_falls_back_to_str_exc_when_no_message_key(self):
+        response = httpx.Response(
+            status_code=503,
+            json={"detail": "Service unavailable"},
+            request=httpx.Request("POST", "http://test"),
+        )
+        exc = openai.APIStatusError(
+            message="Unavailable",
+            response=response,
+            body={"detail": "Service unavailable"},
+        )
+        resp = _api_status_error_handler(_dummy_request(), exc)
+        body = _parse(resp)
         assert resp.status_code == 503
-        assert "503" in body["error"]["message"]
-
-    def test_preserves_status_code(self, make_http_error):
-        exc = make_http_error(429, '{"error": {"message": "Rate limited"}}')
-
-        resp = _http_error_handler(_dummy_request(), exc)
-
+        # Falls back to str(exc) since error.message is missing
+        assert "Unavailable" in body["error"]["message"]
+
+    def test_preserves_status_code(self):
+        response = httpx.Response(
+            status_code=429,
+            json={"error": {"message": "Rate limited"}},
+            request=httpx.Request("POST", "http://test"),
+        )
+        exc = openai.APIStatusError(
+            message="Too Many",
+            response=response,
+            body={"error": {"message": "Rate limited"}},
+        )
+        resp = _api_status_error_handler(_dummy_request(), exc)
         assert resp.status_code == 429
 
 
-class TestUrlErrorHandler:
+class TestApiConnectionErrorHandler:
     def test_connection_error_returns_502(self):
-        exc = urllib.error.URLError("Connection refused")
-
-        resp = _url_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
-
+        exc = openai.APIConnectionError(request=httpx.Request("POST", "http://test"))
+        resp = _api_connection_error_handler(_dummy_request(), exc)
+        body = _parse(resp)
         assert resp.status_code == 502
         assert body["error"]["type"] == "api_error"
-        assert "Connection refused" in body["error"]["message"]
 
     def test_timeout_error_returns_502(self):
-        exc = urllib.error.URLError("Read timed out")
-
-        resp = _url_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
-
+        exc = openai.APITimeoutError(request=httpx.Request("POST", "http://test"))
+        resp = _api_connection_error_handler(_dummy_request(), exc)
         assert resp.status_code == 502
-        assert "Read timed out" in body["error"]["message"]
+        body = _parse(resp)
+        assert body["error"]["type"] == "api_error"
+        assert body["error"]["code"] == 502
 
 
 class TestCertErrorHandler:
@@ -148,11 +160,10 @@ def test_cert_init_error_returns_502(self):
         exc.__cause__ = cause
 
         resp = _cert_error_handler(_dummy_request(), exc)
-        body = json.loads(resp.body)
+        body = _parse(resp)
 
         assert resp.status_code == 502
         assert body["error"]["type"] == "server_error"
         assert "System is not registered" in body["error"]["message"]
         assert "subscription-manager register" in body["error"]["message"]
-        # Raw exception details must not leak to the client
         assert "/etc/pki" not in body["error"]["message"]
diff --git a/tests/test_models.py b/tests/test_models.py
deleted file mode 100644
index 49b0e94..0000000
--- a/tests/test_models.py
+++ /dev/null
@@ -1,216 +0,0 @@
-"""Tests for Pydantic model validation and helpers."""
-
-from goose_proxy.models.responses import parse_stream_event
-from goose_proxy.models.responses import Response
-
-
-class TestResponseDropUnknownOutputTypes:
-    def test_keeps_known_types(self):
-        resp = Response(
-            id="r1",
-            created_at=0,
-            model="m",
-            object="response",
-            output=[
-                {
-                    "type": "message",
-                    "id": "msg_1",
-                    "content": [],
-                    "role": "assistant",
-                    "status": "completed",
-                },
-            ],
-            status="completed",
-        )
-        assert len(resp.output) == 1
-
-    def test_drops_unknown_types(self):
-        resp = Response(
-            id="r1",
-            created_at=0,
-            model="m",
-            object="response",
-            output=[
-                {
-                    "type": "mcp_list_tools",
-                    "id": "mcp_1",
-                },
-                {
-                    "type": "message",
-                    "id": "msg_1",
-                    "content": [],
-                    "role": "assistant",
-                    "status": "completed",
-                },
-            ],
-            status="completed",
-        )
-        assert len(resp.output) == 1
-        assert resp.output[0].type == "message"
-
-    def test_all_unknown_types_results_in_empty(self):
-        resp = Response(
-            id="r1",
-            created_at=0,
-            model="m",
-            object="response",
-            output=[
-                {"type": "mcp_list_tools", "id": "x"},
-                {"type": "some_other", "id": "y"},
-            ],
-            status="completed",
-        )
-        assert resp.output == []
-
-    def test_empty_output(self):
-        resp = Response(
-            id="r1",
-            created_at=0,
-            model="m",
-            object="response",
-            output=[],
-            status="completed",
-        )
-        assert resp.output == []
-
-    def test_keeps_function_call_type(self):
-        resp = Response(
-            id="r1",
-            created_at=0,
-            model="m",
-            object="response",
-            output=[
-                {
-                    "type": "function_call",
-                    "id": "fc_1",
-                    "call_id": "call_1",
-                    "name": "fn",
-                    "arguments": "{}",
-                    "status": "completed",
-                },
-            ],
-            status="completed",
-        )
-        assert len(resp.output) == 1
-        assert resp.output[0].type == "function_call"
-
-
-class TestParseStreamEvent:
-    def test_response_created(self):
-        data = {
-            "type": "response.created",
-            "response": {
-                "id": "r1",
-                "created_at": 0,
-                "model": "m",
-                "object": "response",
-                "output": [],
-                "status": "in_progress",
-            },
-            "sequence_number": 0,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-        assert event.type == "response.created"
-
-    def test_text_delta(self):
-        data = {
-            "type": "response.output_text.delta",
-            "delta": "Hello",
-            "content_index": 0,
-            "item_id": "msg_1",
-            "output_index": 0,
-            "sequence_number": 1,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-        assert event.delta == "Hello"
-
-    def test_function_call_arguments_delta(self):
-        data = {
-            "type": "response.function_call_arguments.delta",
-            "delta": '{"key":',
-            "item_id": "fc_1",
-            "output_index": 0,
-            "sequence_number": 2,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-        assert event.delta == '{"key":'
-
-    def test_output_item_added_message(self):
-        data = {
-            "type": "response.output_item.added",
-            "item": {
-                "type": "message",
-                "id": "msg_1",
-                "content": [],
-                "role": "assistant",
-                "status": "in_progress",
-            },
-            "output_index": 0,
-            "sequence_number": 1,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-        assert event.type == "response.output_item.added"
-
-    def test_output_item_added_function_call(self):
-        data = {
-            "type": "response.output_item.added",
-            "item": {
-                "type": "function_call",
-                "id": "fc_1",
-                "call_id": "call_1",
-                "name": "fn",
-                "arguments": "",
-                "status": "in_progress",
-            },
-            "output_index": 0,
-            "sequence_number": 1,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-
-    def test_output_item_added_unknown_type_returns_none(self):
-        data = {
-            "type": "response.output_item.added",
-            "item": {"type": "mcp_list_tools", "id": "x"},
-            "output_index": 0,
-            "sequence_number": 1,
-        }
-        event = parse_stream_event(data)
-        assert event is None
-
-    def test_unknown_event_type_returns_none(self):
-        data = {"type": "response.something_unknown", "foo": "bar"}
-        event = parse_stream_event(data)
-        assert event is None
-
-    def test_missing_type_returns_none(self):
-        data = {"foo": "bar"}
-        event = parse_stream_event(data)
-        assert event is None
-
-    def test_response_completed(self):
-        data = {
-            "type": "response.completed",
-            "response": {
-                "id": "r1",
-                "created_at": 0,
-                "model": "m",
-                "object": "response",
-                "output": [],
-                "status": "completed",
-                "usage": {
-                    "input_tokens": 10,
-                    "output_tokens": 5,
-                    "total_tokens": 15,
-                },
-            },
-            "sequence_number": 10,
-        }
-        event = parse_stream_event(data)
-        assert event is not None
-        assert event.type == "response.completed"
-        assert event.response.usage.total_tokens == 15
diff --git a/tests/test_v1.py b/tests/test_v1.py
index b4089fe..6ffdac5 100644
--- a/tests/test_v1.py
+++ b/tests/test_v1.py
@@ -1,28 +1,29 @@
-import io
 import json
-import urllib.error
 
 from pathlib import Path
+from unittest.mock import AsyncMock
 from unittest.mock import MagicMock
 from unittest.mock import patch
 
+import httpx
+import openai
 import pytest
 
 from fastapi.testclient import TestClient
+from openai.types.responses import Response
+from openai.types.responses import ResponseCompletedEvent
+from openai.types.responses import ResponseCreatedEvent
+from openai.types.responses import ResponseFunctionToolCall
+from openai.types.responses import ResponseOutputMessage
+from openai.types.responses import ResponseOutputText
+from openai.types.responses import ResponseTextDeltaEvent
+from openai.types.responses import ResponseUsage
 
 from goose_proxy.app import app
 from goose_proxy.config import Auth
 from goose_proxy.config import Backend
 from goose_proxy.config import Settings
-from goose_proxy.models.responses import Response
-from goose_proxy.models.responses import ResponseCompletedEvent
-from goose_proxy.models.responses import ResponseCreatedEvent
-from goose_proxy.models.responses import ResponseFunctionToolCall
-from goose_proxy.models.responses import ResponseOutputMessage
-from goose_proxy.models.responses import ResponseOutputText
-from goose_proxy.models.responses import ResponseTextDeltaEvent
-from goose_proxy.models.responses import ResponseUsage
-from goose_proxy.v1 import BackendClient
+from goose_proxy.v1 import get_openai_client
 
 
 def _make_usage():
@@ -30,6 +31,8 @@ def _make_usage():
         input_tokens=10,
         output_tokens=5,
         total_tokens=15,
+        input_tokens_details={"cached_tokens": 0},
+        output_tokens_details={"reasoning_tokens": 0},
     )
 
 
@@ -48,6 +51,9 @@ def _make_text_response():
                 type="message",
             )
         ],
+        parallel_tool_calls=True,
+        tool_choice="auto",
+        tools=[],
         status="completed",
         usage=_make_usage(),
     )
@@ -69,25 +75,29 @@ def _make_tool_call_response():
                 status="completed",
             )
         ],
+        parallel_tool_calls=True,
+        tool_choice="auto",
+        tools=[],
         status="completed",
         usage=_make_usage(),
     )
 
 
 @pytest.fixture
-def test_client():
-    return TestClient(app)
+def mock_openai_client():
+    """Create a mock AsyncOpenAI client."""
+    client = MagicMock()
+    client.responses = MagicMock()
+    client.responses.create = AsyncMock()
+    return client
 
 
 @pytest.fixture
-def mock_backend():
-    mock = MagicMock()
+def test_client(mock_openai_client):
+    """FastAPI test client with mocked OpenAI dependency."""
+    app.dependency_overrides[get_openai_client] = lambda: mock_openai_client
 
-    def _mock_backend():
-        return mock
-
-    app.dependency_overrides[BackendClient.create] = _mock_backend
-    yield mock
+    yield TestClient(app)
 
     app.dependency_overrides.clear()
 
@@ -106,9 +116,8 @@ def tool_call_response_fixture():
 
 
 class TestChatCompletions:
-    def test_chat_completions_success(self, test_client, mock_backend, text_response_fixture):
-        mock_backend.create_response.return_value = text_response_fixture
-
+    def test_chat_completions_success(self, test_client, mock_openai_client, text_response_fixture):
+        mock_openai_client.responses.create.return_value = text_response_fixture
         resp = test_client.post(
             "/v1/chat/completions",
             json={
@@ -116,16 +125,15 @@ def test_chat_completions_success(self, test_client, mock_backend, text_response
                 "messages": [{"role": "user", "content": "Hello"}],
             },
         )
+        assert resp.status_code == 200
         data = resp.json()
 
-        assert resp.status_code == 200
         assert data["object"] == "chat.completion"
         assert data["choices"][0]["message"]["content"] == "Hello!"
         assert data["choices"][0]["finish_reason"] == "stop"
 
-    def test_chat_completions_with_tools(self, test_client, mock_backend, tool_call_response_fixture):
-        mock_backend.create_response.return_value = tool_call_response_fixture
-
+    def test_chat_completions_with_tools(self, test_client, mock_openai_client, tool_call_response_fixture):
+        mock_openai_client.responses.create.return_value = tool_call_response_fixture
         resp = test_client.post(
             "/v1/chat/completions",
             json={
@@ -143,39 +151,39 @@ def test_chat_completions_with_tools(self, test_client, mock_backend, tool_call_
                 ],
             },
         )
+        assert resp.status_code == 200
         data = resp.json()
         tc = data["choices"][0]["message"]["tool_calls"]
 
-        assert resp.status_code == 200
         assert data["choices"][0]["finish_reason"] == "tool_calls"
         assert len(tc) == 1
         assert tc[0]["function"]["name"] == "get_weather"
 
-    def test_chat_completions_streaming(self, test_client, mock_backend):
+    def test_chat_completions_streaming(self, test_client, mock_openai_client):
         base_resp = Response(
             id="resp_stream",
             created_at=1700000000,
             model="rhel-lightspeed/vertex",
             object="response",
             output=[],
+            parallel_tool_calls=True,
+            tool_choice="auto",
+            tools=[],
             status="in_progress",
             usage=None,
         )
 
-        usage = ResponseUsage(
-            input_tokens=10,
-            output_tokens=2,
-            total_tokens=12,
-        )
-
         completed_resp = Response(
             id="resp_stream",
             created_at=1700000000,
             model="rhel-lightspeed/vertex",
             object="response",
             output=[],
+            parallel_tool_calls=True,
+            tool_choice="auto",
+            tools=[],
             status="completed",
-            usage=usage,
+            usage=_make_usage(),
         )
 
         events = [
@@ -187,6 +195,7 @@ def test_chat_completions_streaming(self, test_client, mock_backend):
                 output_index=0,
                 sequence_number=1,
                 type="response.output_text.delta",
+                logprobs=[],
             ),
             ResponseCompletedEvent(
                 response=completed_resp,
@@ -195,8 +204,11 @@ def test_chat_completions_streaming(self, test_client, mock_backend):
             ),
         ]
 
-        mock_backend.open_stream.return_value = MagicMock()
-        mock_backend.iter_stream_events.return_value = iter(events)
+        async def mock_stream_iter():
+            for e in events:
+                yield e
+
+        mock_openai_client.responses.create.return_value = mock_stream_iter()
 
         resp = test_client.post(
             "/v1/chat/completions",
@@ -206,10 +218,9 @@ def test_chat_completions_streaming(self, test_client, mock_backend):
                 "stream": True,
             },
         )
-        lines = [line for line in resp.text.split("\n\n") if line.strip()]
-
         assert resp.status_code == 200
         assert "text/event-stream" in resp.headers["content-type"]
+        lines = [line for line in resp.text.split("\n\n") if line.strip()]
         assert len(lines) >= 3  # role + text + completed + [DONE]
         assert lines[-1].strip() == "data: [DONE]"
 
@@ -217,41 +228,17 @@ def test_chat_completions_streaming(self, test_client, mock_backend):
         first = json.loads(lines[0].removeprefix("data: "))
         assert first["choices"][0]["delta"]["role"] == "assistant"
 
-    def test_chat_completions_streaming_backend_error(self, test_client, mock_backend):
-        error_body = b'{"error": {"message": "Forbidden"}}'
-        mock_backend.open_stream.side_effect = urllib.error.HTTPError(
-            url="http://test/responses",
-            code=403,
-            msg="Forbidden",
-            hdrs=None,
-            fp=io.BytesIO(error_body),
+    def test_chat_completions_backend_error(self, test_client, mock_openai_client):
+        error_response = httpx.Response(
+            status_code=404,
+            json={"error": {"message": "Model not found"}},
+            request=httpx.Request("POST", "http://test"),
         )
-
-        resp = test_client.post(
-            "/v1/chat/completions",
-            json={
-                "model": "rhel-lightspeed/vertex",
-                "messages": [{"role": "user", "content": "Hello"}],
-                "stream": True,
-            },
+        mock_openai_client.responses.create.side_effect = openai.NotFoundError(
+            message="Not Found",
+            response=error_response,
+            body={"error": {"message": "Model not found"}},
         )
-        data = resp.json()
-
-        assert resp.status_code == 403
-        assert data["error"]["message"] == "Forbidden"
-        assert data["error"]["type"] == "api_error"
-
-    def test_chat_completions_backend_error(self, test_client, mock_backend):
-        error_body = b'{"error": {"message": "Model not found"}}'
-        exc = urllib.error.HTTPError(
-            url="http://test/responses",
-            code=404,
-            msg="Not Found",
-            hdrs=None,
-            fp=io.BytesIO(error_body),
-        )
-        mock_backend.create_response.side_effect = exc
-
         resp = test_client.post(
             "/v1/chat/completions",
             json={
@@ -259,12 +246,12 @@ def test_chat_completions_backend_error(self, test_client, mock_backend):
                 "messages": [{"role": "user", "content": "Hi"}],
             },
         )
+        assert resp.status_code == 404
         data = resp.json()
 
-        assert resp.status_code == 404
         assert data["error"]["message"] == "Model not found"
 
-    def test_chat_completions_invalid_request(self, test_client, mock_backend):
+    def test_chat_completions_invalid_request(self, test_client):
         resp = test_client.post(
             "/v1/chat/completions",
             json={"messages": [{"role": "user", "content": "Hi"}]},
@@ -283,7 +270,8 @@ def test_chat_completions_missing_certificates(self, test_client):
         )
 
         with patch("goose_proxy.v1.get_settings", return_value=fake_settings):
-            app.dependency_overrides.pop(BackendClient.create, None)
+            get_openai_client.cache_clear()
+            app.dependency_overrides.pop(get_openai_client, None)
 
             resp = test_client.post(
                 "/v1/chat/completions",
diff --git a/tests/translators/test_response.py b/tests/translators/test_response.py
index 40636fd..2da8b68 100644
--- a/tests/translators/test_response.py
+++ b/tests/translators/test_response.py
@@ -2,11 +2,12 @@
 
 import pytest
 
-from goose_proxy.models.responses import Response
-from goose_proxy.models.responses import ResponseFunctionToolCall
-from goose_proxy.models.responses import ResponseOutputMessage
-from goose_proxy.models.responses import ResponseOutputText
-from goose_proxy.models.responses import ResponseUsage
+from openai.types.responses import Response
+from openai.types.responses import ResponseFunctionToolCall
+from openai.types.responses import ResponseOutputMessage
+from openai.types.responses import ResponseOutputText
+from openai.types.responses import ResponseUsage
+
 from goose_proxy.translators.response import translate_response
 
 
@@ -15,6 +16,8 @@ def _make_usage(input_tokens=10, output_tokens=5, total_tokens=15):
         input_tokens=input_tokens,
         output_tokens=output_tokens,
         total_tokens=total_tokens,
+        input_tokens_details={"cached_tokens": 0},
+        output_tokens_details={"reasoning_tokens": 0},
     )
 
 
@@ -25,6 +28,9 @@ def _make_response(output=None, usage=None, status="completed", response_id="res
         model="rhel-lightspeed/vertex",
         object="response",
         output=output or [],
+        parallel_tool_calls=True,
+        tool_choice="auto",
+        tools=[],
         status=status,
         usage=usage,
     )
diff --git a/tests/translators/test_streaming.py b/tests/translators/test_streaming.py
index 85930bd..17ed9e3 100644
--- a/tests/translators/test_streaming.py
+++ b/tests/translators/test_streaming.py
@@ -1,34 +1,40 @@
+import asyncio
 import json
 import typing as t
 
 import pytest
 
-from goose_proxy.models.responses import Response
-from goose_proxy.models.responses import ResponseCompletedEvent
-from goose_proxy.models.responses import ResponseCreatedEvent
-from goose_proxy.models.responses import ResponseFunctionCallArgumentsDeltaEvent
-from goose_proxy.models.responses import ResponseFunctionToolCall
-from goose_proxy.models.responses import ResponseOutputItemAddedEvent
-from goose_proxy.models.responses import ResponseOutputMessage
-from goose_proxy.models.responses import ResponseTextDeltaEvent
-from goose_proxy.models.responses import ResponseUsage
+from openai.types.responses import Response
+from openai.types.responses import ResponseCompletedEvent
+from openai.types.responses import ResponseCreatedEvent
+from openai.types.responses import ResponseFunctionCallArgumentsDeltaEvent
+from openai.types.responses import ResponseFunctionToolCall
+from openai.types.responses import ResponseOutputItemAddedEvent
+from openai.types.responses import ResponseOutputMessage
+from openai.types.responses import ResponseTextDeltaEvent
+from openai.types.responses import ResponseUsage
+
 from goose_proxy.translators.streaming import translate_stream
 
 
+def _make_base_response(response_id="resp_1", status="in_progress", output=None, usage=None):
+    return Response(
+        id=response_id,
+        created_at=1700000000,
+        model="rhel-lightspeed/vertex",
+        object="response",
+        output=output or [],
+        parallel_tool_calls=True,
+        tool_choice="auto",
+        tools=[],
+        status=status,
+        usage=usage,
+    )
+
+
 @pytest.fixture
 def base_response():
-    def _base_response(response_id="resp_1", status="in_progress", output=None, usage=None):
-        return Response(
-            id=response_id,
-            created_at=1700000000,
-            model="rhel-lightspeed/vertex",
-            object="response",
-            output=output or [],
-            status=status,
-            usage=usage,
-        )
-
-    return _base_response
+    return _make_base_response
 
 
 @pytest.fixture
@@ -37,6 +43,20 @@ def response_usage():
         input_tokens=10,
         output_tokens=5,
         total_tokens=15,
+        input_tokens_details={"cached_tokens": 0},
+        output_tokens_details={"reasoning_tokens": 0},
+    )
+
+
+def _make_text_delta(delta, item_id="m1", output_index=0, sequence_number=1):
+    return ResponseTextDeltaEvent(
+        content_index=0,
+        delta=delta,
+        item_id=item_id,
+        output_index=output_index,
+        sequence_number=sequence_number,
+        type="response.output_text.delta",
+        logprobs=[],
     )
 
 
@@ -56,7 +76,14 @@ def _parse_sse_line(line: str) -> t.Any:
 @pytest.fixture
 def collect_chunks():
     def _collect_chunks(events, model="rhel-lightspeed/vertex"):
-        return list(translate_stream(iter(events), model))
+        async def _run():
+            async def _aiter():
+                for e in events:
+                    yield e
+
+            return [chunk async for chunk in translate_stream(_aiter(), model)]
+
+        return asyncio.run(_run())
 
     return _collect_chunks
 
@@ -86,14 +113,7 @@ def test_text_delta_chunks(self, base_response, collect_chunks, parse_sse_line):
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Hello",
-                item_id="msg_1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Hello"),
         ]
 
         chunks = collect_chunks(events)
@@ -108,22 +128,8 @@ def test_multiple_text_deltas(self, base_response, collect_chunks, parse_sse_lin
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Hel",
-                item_id="m1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="lo!",
-                item_id="m1",
-                output_index=0,
-                sequence_number=2,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Hel", sequence_number=1),
+            _make_text_delta("lo!", sequence_number=2),
         ]
 
         chunks = collect_chunks(events)
@@ -138,14 +144,7 @@ def test_empty_text_delta(self, base_response, collect_chunks, parse_sse_line):
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="",
-                item_id="m1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta(""),
         ]
 
         chunks = collect_chunks(events)
@@ -306,14 +305,7 @@ def test_function_call_then_text(self, base_response, collect_chunks, parse_sse_
                 sequence_number=2,
                 type="response.output_item.added",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Hi",
-                item_id="msg_1",
-                output_index=1,
-                sequence_number=3,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Hi", item_id="msg_1", output_index=1, sequence_number=3),
         ]
 
         chunks = collect_chunks(events)
@@ -369,14 +361,7 @@ def test_finish_reason_stop_in_final(self, base_response, response_usage, collec
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Hi",
-                item_id="m1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Hi"),
             ResponseCompletedEvent(
                 response=base_response(status="completed", usage=response_usage),
                 sequence_number=2,
@@ -429,14 +414,7 @@ def test_finish_reason_length_when_incomplete(self, base_response, response_usag
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Partial",
-                item_id="m1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Partial"),
             ResponseCompletedEvent(
                 response=base_response(status="incomplete", usage=response_usage),
                 sequence_number=2,
@@ -497,14 +475,7 @@ def test_chunk_json_valid(self, base_response, collect_chunks, parse_sse_line):
                 sequence_number=0,
                 type="response.created",
             ),
-            ResponseTextDeltaEvent(
-                content_index=0,
-                delta="Hi",
-                item_id="m1",
-                output_index=0,
-                sequence_number=1,
-                type="response.output_text.delta",
-            ),
+            _make_text_delta("Hi"),
         ]
 
         chunks = collect_chunks(events)
diff --git a/uv.lock b/uv.lock
index 740270f..67bbbfa 100644
--- a/uv.lock
+++ b/uv.lock
@@ -520,6 +520,15 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/4e/8c/f3147f5c4b73e7550fe5f9352eaa956ae838d5c51eb58e7a25b9f3e2643b/decorator-5.2.1-py3-none-any.whl", hash = "sha256:d316bb415a2d9e2d2b3abcc4084c6502fc09240e292cd76a76afc106a1c8e04a", size = 9190, upload-time = "2025-02-24T04:41:32.565Z" },
 ]
 
+[[package]]
+name = "distro"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/fc/f8/98eea607f65de6527f8a2e8885fc8015d3e6f5775df186e443e0964a11c3/distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed", size = 60722, upload-time = "2023-12-24T09:54:32.31Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/12/b3/231ffd4ab1fc9d679809f356cebee130ac7daa00d6d6f3206dd4fd137e9e/distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2", size = 20277, upload-time = "2023-12-24T09:54:30.421Z" },
+]
+
 [[package]]
 name = "docutils"
 version = "0.21.2"
@@ -571,7 +580,7 @@ wheels = [
 
 [[package]]
 name = "fastapi"
-version = "0.136.0"
+version = "0.135.3"
 source = { registry = "https://pypi.org/simple" }
 resolution-markers = [
     "python_full_version >= '3.12'",
@@ -585,9 +594,9 @@ dependencies = [
     { name = "typing-extensions", marker = "python_full_version >= '3.10'" },
     { name = "typing-inspection", marker = "python_full_version >= '3.10'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/4e/d9/e66315807e41e69e7f6a1b42a162dada2f249c5f06ad3f1a95f84ab336ef/fastapi-0.136.0.tar.gz", hash = "sha256:cf08e067cc66e106e102d9ba659463abfac245200752f8a5b7b1e813de4ff73e", size = 396607, upload-time = "2026-04-16T11:47:13.623Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f7/e6/7adb4c5fa231e82c35b8f5741a9f2d055f520c29af5546fd70d3e8e1cd2e/fastapi-0.135.3.tar.gz", hash = "sha256:bd6d7caf1a2bdd8d676843cdcd2287729572a1ef524fc4d65c17ae002a1be654", size = 396524, upload-time = "2026-04-01T16:23:58.188Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/26/a3/0bd5f0cdb0bbc92650e8dc457e9250358411ee5d1b65e42b6632387daf81/fastapi-0.136.0-py3-none-any.whl", hash = "sha256:8793d44ec7378e2be07f8a013cf7f7aa47d6327d0dfe9804862688ec4541a6b4", size = 117556, upload-time = "2026-04-16T11:47:11.922Z" },
+    { url = "https://files.pythonhosted.org/packages/84/a4/5caa2de7f917a04ada20018eccf60d6cc6145b0199d55ca3711b0fc08312/fastapi-0.135.3-py3-none-any.whl", hash = "sha256:9b0f590c813acd13d0ab43dd8494138eb58e484bfac405db1f3187cfc5810d98", size = 117734, upload-time = "2026-04-01T16:23:59.328Z" },
 ]
 
 [[package]]
@@ -595,7 +604,9 @@ name = "goose-proxy"
 source = { editable = "." }
 dependencies = [
     { name = "fastapi", version = "0.128.8", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
-    { name = "fastapi", version = "0.136.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
+    { name = "fastapi", version = "0.135.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
+    { name = "httpx" },
+    { name = "openai" },
     { name = "pydantic" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "uvicorn", version = "0.39.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
@@ -604,7 +615,6 @@ dependencies = [
 
 [package.dev-dependencies]
 dev = [
-    { name = "httpx" },
     { name = "ipdb" },
     { name = "ipython", version = "8.18.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
     { name = "ipython", version = "8.39.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version == '3.10.*'" },
@@ -627,7 +637,6 @@ lint = [
     { name = "ty" },
 ]
 test = [
-    { name = "httpx" },
     { name = "pytest", version = "8.4.2", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
     { name = "pytest", version = "9.0.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.10'" },
     { name = "pytest-asyncio", version = "1.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.10'" },
@@ -638,6 +647,8 @@ test = [
 [package.metadata]
 requires-dist = [
     { name = "fastapi", specifier = ">=0.121.2" },
+    { name = "httpx", specifier = ">=0.28" },
+    { name = "openai", specifier = ">=2.21.0" },
     { name = "pydantic", specifier = ">=2.12.4" },
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "uvicorn", specifier = ">=0.38.0" },
@@ -645,7 +656,6 @@ requires-dist = [
 
 [package.metadata.requires-dev]
 dev = [
-    { name = "httpx", specifier = ">=0.28" },
     { name = "ipdb" },
     { name = "ipython" },
     { name = "pytest", specifier = ">=8.0" },
@@ -661,7 +671,6 @@ lint = [
     { name = "ty", specifier = ">=0.0.27" },
 ]
 test = [
-    { name = "httpx", specifier = ">=0.28" },
     { name = "pytest", specifier = ">=8.0" },
     { name = "pytest-asyncio", specifier = ">=0.25" },
     { name = "pytest-cov", specifier = ">=7.0.0" },
@@ -930,6 +939,122 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/62/a1/3d680cbfd5f4b8f15abc1d571870c5fc3e594bb582bc3b64ea099db13e56/jinja2-3.1.6-py3-none-any.whl", hash = "sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67", size = 134899, upload-time = "2025-03-05T20:05:00.369Z" },
 ]
 
+[[package]]
+name = "jiter"
+version = "0.14.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/6e/c1/0cddc6eb17d4c53a99840953f95dd3accdc5cfc7a337b0e9b26476276be9/jiter-0.14.0.tar.gz", hash = "sha256:e8a39e66dac7153cf3f964a12aad515afa8d74938ec5cc0018adcdae5367c79e", size = 165725, upload-time = "2026-04-10T14:28:42.01Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/64/2e/a9959997739c403378d0a4a3a1c4ed80b60aeace216c4d37b303a9fc60a4/jiter-0.14.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:02f36a5c700f105ac04a6556fe664a59037a2c200db3b7e88784fac2ddf02531", size = 316927, upload-time = "2026-04-10T14:25:40.753Z" },
+    { url = "https://files.pythonhosted.org/packages/27/72/b6de8a531e0adbadd839bec301165feb1fccf00e9ff55073ba2dd20f0043/jiter-0.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:41eab6c09ceffb6f0fe25e214b3068146edb1eda3649ca2aee2a061029c7ba2e", size = 321181, upload-time = "2026-04-10T14:25:42.621Z" },
+    { url = "https://files.pythonhosted.org/packages/db/d8/2040b9efa13c917f855c40890ae4119fe02c25b7c7677d5b4fa820a851fc/jiter-0.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5cf4d4c109641f9cfaf4a7b6aebd51654e405cd00fa9ebbf87163b8b97b325aa", size = 347387, upload-time = "2026-04-10T14:25:44.212Z" },
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