feat: add OCI GenAI streaming agent foundation

pyproject.toml

@@ -10,6 +10,7 @@ dependencies = [
     "httpx2>=2.13.1",
     "ipykernel>=7.3.0",
     "nvidia-riva-client==2.26.0",
+    "oci>=2.187.2",
     "pytest>=9.1.1",
     "python-dotenv>=1.2.3",
     "requests>=2.34.2",

src/voice_assistant/agent/oci.py

@@ -0,0 +1,259 @@
+"""
+OCI Generative AI agent integration.
+
+Provides parsing and streaming support for OCI Generative AI
+chat inference using the GenericChatRequest format.
+"""
+
+from __future__ import annotations
+
+import json
+from typing import Any
+
+import asyncio
+import logging
+from collections.abc import AsyncIterator
+from contextlib import aclosing
+
+import oci
+
+from voice_assistant.agent.adapter import AgentAdapter
+from voice_assistant.agent.oci_stream import stream_sse_events
+
+
+def extract_text_delta(raw_data: str) -> str | None:
+    """
+    Extract incremental text from an OCI Generative AI SSE event.
+
+    Returns:
+        Text delta when available.
+        None for empty or non-text events.
+
+    Raises:
+        ValueError for malformed JSON or invalid event structures.
+    """
+    if raw_data == "[DONE]":
+        return None
+
+    try:
+        payload: Any = json.loads(raw_data)
+    except json.JSONDecodeError as exc:
+        raise ValueError(
+            "Invalid JSON in OCI Generative AI SSE event."
+        ) from exc
+
+    if not isinstance(payload, dict):
+        raise ValueError(
+            "OCI Generative AI SSE event must be an object."
+        )
+
+    message = payload.get("message")
+
+    if message is None:
+        return None
+
+    if not isinstance(message, dict):
+        raise ValueError(
+            "Invalid OCI Generative AI message structure."
+        )
+
+    content = message.get("content", [])
+
+    if not isinstance(content, list):
+        raise ValueError(
+            "Invalid OCI Generative AI content structure."
+        )
+
+    deltas: list[str] = []
+
+    for item in content:
+        if not isinstance(item, dict):
+            raise ValueError(
+                "Invalid OCI Generative AI content item."
+            )
+
+        if item.get("type") != "TEXT":
+            continue
+
+        text = item.get("text")
+
+        if not isinstance(text, str):
+            raise ValueError(
+                "Invalid OCI Generative AI text delta."
+            )
+
+        if text:
+            deltas.append(text)
+
+    return "".join(deltas) or None
+
+
+logger = logging.getLogger(__name__)
+
+
+class OCIAgentAdapter(AgentAdapter):
+    """
+    OCI Generative AI streaming Agent.
+
+    Responsibilities:
+        - Authenticate using Instance Principal.
+        - Build OCI chat requests.
+        - Execute inference outside the event loop.
+        - Stream text deltas incrementally.
+        - Close SSE resources after consumption.
+
+    Non-responsibilities:
+        - Managing semantic turn state.
+        - Sending WebSocket events.
+        - Performing TTS synthesis.
+    """
+
+    def __init__(
+        self,
+        region: str,
+        compartment_id: str,
+        model_id: str = "openai.gpt-4o-mini",
+        temperature: float = 0.3,
+        max_completion_tokens: int = 256,
+        timeout_seconds: float = 60.0,
+    ) -> None:
+        if not region:
+            raise ValueError("OCI region is required.")
+
+        if not compartment_id:
+            raise ValueError("OCI compartment_id is required.")
+
+        if not model_id:
+            raise ValueError("OCI model_id is required.")
+
+        if timeout_seconds <= 0:
+            raise ValueError("timeout_seconds must be positive.")
+
+        self.region = region
+        self.compartment_id = compartment_id
+        self.model_id = model_id
+        self.temperature = temperature
+        self.max_completion_tokens = max_completion_tokens
+        self.timeout_seconds = timeout_seconds
+
+        signer = (
+            oci.auth.signers
+            .InstancePrincipalsSecurityTokenSigner()
+        )
+
+        self.client = (
+            oci.generative_ai_inference
+            .GenerativeAiInferenceClient(
+                config={"region": region},
+                signer=signer,
+                timeout=(10, timeout_seconds),
+            )
+        )
+
+    def _build_chat_details(
+        self,
+        text: str,
+    ):
+        models = oci.generative_ai_inference.models
+
+        chat_request = models.GenericChatRequest(
+            messages=[
+                models.UserMessage(
+                    content=[
+                        models.TextContent(
+                            text=text,
+                        )
+                    ]
+                )
+            ],
+            is_stream=True,
+            temperature=self.temperature,
+            max_completion_tokens=self.max_completion_tokens,
+        )
+
+        return models.ChatDetails(
+            compartment_id=self.compartment_id,
+            serving_mode=models.OnDemandServingMode(
+                model_id=self.model_id,
+            ),
+            chat_request=chat_request,
+        )
+
+    async def stream(
+        self,
+        session_id: str,
+        turn_id: int,
+        text: str,
+    ) -> AsyncIterator[str]:
+        """
+        Stream OCI Generative AI text deltas.
+
+        The synchronous OCI request is executed outside the
+        event loop. SSE events are consumed through the
+        asynchronous bridge.
+        """
+        if not text.strip():
+            raise ValueError("Agent input text cannot be empty.")
+
+        details = self._build_chat_details(text)
+
+        logger.debug(
+            "Starting OCI Agent stream. "
+            "session_id=%s turn_id=%s model=%s",
+            session_id,
+            turn_id,
+            self.model_id,
+        )
+
+        response = await asyncio.to_thread(
+            self.client.chat,
+            details,
+        )
+
+        if response.status != 200:
+            raise RuntimeError(
+                f"OCI inference returned HTTP {response.status}."
+            )
+
+        sse = response.data
+
+        async with aclosing(
+            stream_sse_events(sse)
+        ) as events:
+            async for raw_data in events:
+                delta = extract_text_delta(raw_data)
+
+                if delta:
+                    yield delta
+
+    async def process(
+        self,
+        session_id: str,
+        turn_id: int,
+        text: str,
+    ) -> str:
+        """
+        Collect the complete response for compatibility
+        with the existing AgentAdapter contract.
+        """
+        parts: list[str] = []
+
+        async with aclosing(
+            self.stream(
+                session_id=session_id,
+                turn_id=turn_id,
+                text=text,
+            )
+        ) as deltas:
+            async for delta in deltas:
+                parts.append(delta)
+
+        response_text = "".join(parts).strip()
+
+        if not response_text:
+            raise RuntimeError(
+                "OCI Agent returned an empty response."
+            )
+
+        return response_text
+

src/voice_assistant/agent/oci_stream.py

@@ -0,0 +1,147 @@
+"""
+Async bridge for synchronous OCI SSE streams.
+
+The bridge runs blocking SSE iteration in a worker thread and
+delivers events to an asynchronous consumer with backpressure.
+"""
+
+from __future__ import annotations
+
+import asyncio
+import logging
+import threading
+
+from collections.abc import AsyncIterator
+from typing import Any
+
+
+logger = logging.getLogger(__name__)
+
+
+async def stream_sse_events(
+    stream: Any,
+    *,
+    max_queue_size: int = 16,
+    shutdown_timeout: float = 5.0,
+) -> AsyncIterator[str]:
+    """
+    Convert a synchronous SSE stream into asynchronous text events.
+
+    The stream must provide:
+        events() -> Iterator
+        close() -> None
+
+    Cancellation stops delivery, requests stream closure and
+    waits briefly for the worker to finish.
+
+    Worker termination is not guaranteed if the underlying HTTP
+    read ignores stream closure.
+    """
+    if max_queue_size < 1:
+        raise ValueError("max_queue_size must be positive.")
+
+    if shutdown_timeout <= 0:
+        raise ValueError("shutdown_timeout must be positive.")
+
+    loop = asyncio.get_running_loop()
+
+    queue: asyncio.Queue[tuple[str, Any]] = asyncio.Queue(
+        maxsize=max_queue_size,
+    )
+
+    stop_requested = threading.Event()
+
+    def publish(kind: str, value: Any = None) -> bool:
+        if stop_requested.is_set():
+            return False
+
+        future = asyncio.run_coroutine_threadsafe(
+            queue.put((kind, value)),
+            loop,
+        )
+
+        while not stop_requested.is_set():
+            try:
+                future.result(timeout=0.1)
+                return True
+            except TimeoutError:
+                continue
+            except Exception:
+                future.cancel()
+                raise
+
+        future.cancel()
+        return False
+
+    def worker() -> None:
+        try:
+            for event in stream.events():
+                if stop_requested.is_set():
+                    break
+
+                data = getattr(event, "data", None)
+
+                if not isinstance(data, str):
+                    continue
+
+                if not publish("data", data):
+                    break
+
+        except Exception as exc:
+            if not stop_requested.is_set():
+                publish("error", exc)
+
+        finally:
+            if not stop_requested.is_set():
+                publish("done")
+
+    worker_task = asyncio.create_task(
+        asyncio.to_thread(worker)
+    )
+
+    try:
+        while True:
+            kind, value = await queue.get()
+
+            if kind == "done":
+                break
+
+            if kind == "error":
+                raise value
+
+            yield value
+
+    finally:
+        stop_requested.set()
+
+        # Request transport closure outside the event loop.
+        try:
+            await asyncio.wait_for(
+                asyncio.to_thread(stream.close),
+                timeout=shutdown_timeout,
+            )
+        except TimeoutError:
+            logger.error(
+                "OCI SSE stream closure timed out."
+            )
+        except Exception:
+            logger.exception(
+                "Failed to close OCI SSE stream."
+            )
+
+        # Do not assume that closing the stream immediately
+        # terminates the synchronous reader.
+        try:
+            await asyncio.wait_for(
+                asyncio.shield(worker_task),
+                timeout=shutdown_timeout,
+            )
+        except TimeoutError:
+            logger.error(
+                "OCI SSE worker did not terminate after closure."
+            )
+        except Exception:
+            logger.exception(
+                "OCI SSE worker failed during shutdown."
+            )
+

tests/test_oci_agent.py

@@ -0,0 +1,79 @@
+import json
+
+import pytest
+
+from voice_assistant.agent.oci import extract_text_delta
+
+
+def test_extract_text_delta():
+    payload = {
+        "index": 0,
+        "message": {
+            "role": "ASSISTANT",
+            "content": [
+                {
+                    "type": "TEXT",
+                    "text": "Olá",
+                }
+            ],
+        },
+    }
+
+    result = extract_text_delta(json.dumps(payload))
+
+    assert result == "Olá"
+
+
+def test_extract_text_delta_preserves_spaces():
+    payload = {
+        "message": {
+            "content": [
+                {
+                    "type": "TEXT",
+                    "text": " mundo",
+                }
+            ],
+        },
+    }
+
+    assert extract_text_delta(json.dumps(payload)) == " mundo"
+
+
+def test_extract_text_delta_ignores_empty_text():
+    payload = {
+        "message": {
+            "content": [
+                {
+                    "type": "TEXT",
+                    "text": "",
+                }
+            ],
+        },
+    }
+
+    assert extract_text_delta(json.dumps(payload)) is None
+
+
+def test_extract_text_delta_done():
+    assert extract_text_delta("[DONE]") is None
+
+
+def test_extract_text_delta_rejects_invalid_json():
+    with pytest.raises(ValueError, match="Invalid JSON"):
+        extract_text_delta("{invalid")
+
+
+def test_extract_text_delta_ignores_non_text_events():
+    payload = {
+        "message": {
+            "content": [
+                {
+                    "type": "OTHER",
+                    "text": "ignored",
+                }
+            ],
+        },
+    }
+
+    assert extract_text_delta(json.dumps(payload)) is None
+

tests/test_oci_stream.py

@@ -0,0 +1,319 @@
+import pytest
+import asyncio
+import threading
+
+from types import SimpleNamespace
+from contextlib import aclosing
+
+from voice_assistant.agent.oci_stream import stream_sse_events
+
+
+class FakeSSEStream:
+    def __init__(self):
+        self.closed = False
+
+    def events(self):
+        yield SimpleNamespace(data='{"text":"Olá"}')
+        yield SimpleNamespace(data='{"text":" mundo"}')
+
+    def close(self):
+        self.closed = True
+
+
+@pytest.mark.anyio
+async def test_stream_sse_events_delivers_data():
+    stream = FakeSSEStream()
+
+    received = []
+
+    async for data in stream_sse_events(stream):
+        received.append(data)
+
+    assert received == [
+        '{"text":"Olá"}',
+        '{"text":" mundo"}',
+    ]
+
+    assert stream.closed is True
+
+@pytest.mark.anyio
+async def test_stream_sse_events_propagates_worker_error():
+    class FailingSSEStream:
+        def __init__(self):
+            self.closed = False
+
+        def events(self):
+            yield SimpleNamespace(data='{"text":"Olá"}')
+            raise RuntimeError("Simulated OCI SSE read failure.")
+
+        def close(self):
+            self.closed = True
+
+    stream = FailingSSEStream()
+    received = []
+
+    with pytest.raises(
+        RuntimeError,
+        match="Simulated OCI SSE read failure",
+    ):
+        async for data in stream_sse_events(stream):
+            received.append(data)
+
+    assert received == ['{"text":"Olá"}']
+    assert stream.closed is True
+
+
+@pytest.mark.anyio
+async def test_stream_sse_events_cancellation_closes_stream():
+    """
+    Verify that cancelling the async consumer closes the SSE stream
+    and stops its worker.
+    """
+    class BlockingSSEStream:
+        def __init__(self):
+            self.closed = False
+            self.started = threading.Event()
+            self.release = threading.Event()
+
+        def events(self):
+            self.started.set()
+
+            # Simulate a blocking synchronous HTTP read.
+            self.release.wait(timeout=5.0)
+
+            if not self.closed:
+                yield SimpleNamespace(
+                    data='{"text":"Late event"}'
+                )
+
+        def close(self):
+            self.closed = True
+            self.release.set()
+
+    stream = BlockingSSEStream()
+
+    async def consume():
+        async for _ in stream_sse_events(
+            stream,
+            shutdown_timeout=1.0,
+        ):
+            pass
+
+    consumer = asyncio.create_task(consume())
+
+    try:
+        started = await asyncio.to_thread(
+            stream.started.wait,
+            1.0,
+        )
+
+        assert started, "SSE worker did not start."
+
+        consumer.cancel()
+
+        with pytest.raises(asyncio.CancelledError):
+            await asyncio.wait_for(
+                consumer,
+                timeout=2.0,
+            )
+
+        assert stream.closed is True
+
+    finally:
+        stream.release.set()
+
+        if not consumer.done():
+            consumer.cancel()
+
+        await asyncio.gather(
+            consumer,
+            return_exceptions=True,
+        )
+
+
+@pytest.mark.anyio
+async def test_stream_sse_events_applies_backpressure():
+    """
+    Verify that the SSE worker stops advancing when
+    the asynchronous consumer is slower than the producer.
+    """
+    class FastSSEStream:
+        def __init__(self):
+            self.closed = False
+            self.produced = 0
+            self.lock = threading.Lock()
+
+        def events(self):
+            for index in range(100):
+                with self.lock:
+                    self.produced += 1
+
+                yield SimpleNamespace(
+                    data=f'{{"index":{index}}}'
+                )
+
+        def close(self):
+            self.closed = True
+
+    stream = FastSSEStream()
+
+    received = []
+
+    async for data in stream_sse_events(
+        stream,
+        max_queue_size=2,
+    ):
+        received.append(data)
+
+        # Slow down the consumer to exercise backpressure.
+        await asyncio.sleep(0.001)
+
+    assert len(received) == 100
+    assert stream.produced == 100
+    assert stream.closed is True
+
+
+@pytest.mark.anyio
+async def test_stream_sse_events_blocks_producer_when_queue_full():
+    """
+    Verify that the synchronous producer cannot advance
+    indefinitely while the async consumer is paused.
+    """
+    class CountingSSEStream:
+        def __init__(self):
+            self.closed = False
+            self.produced = 0
+            self.lock = threading.Lock()
+
+        def events(self):
+            for index in range(100):
+                with self.lock:
+                    self.produced += 1
+
+                yield SimpleNamespace(
+                    data=f'{{"index":{index}}}'
+                )
+
+        def close(self):
+            self.closed = True
+
+    stream = CountingSSEStream()
+
+    consumer_paused = asyncio.Event()
+    release_consumer = asyncio.Event()
+
+    async def consume():
+        received = []
+
+        async for data in stream_sse_events(
+            stream,
+            max_queue_size=2,
+        ):
+            received.append(data)
+
+            if len(received) == 1:
+                consumer_paused.set()
+                await release_consumer.wait()
+
+        return received
+
+    task = asyncio.create_task(consume())
+
+    try:
+        await asyncio.wait_for(
+            consumer_paused.wait(),
+            timeout=1.0,
+        )
+
+        # Allow the worker thread to reach the queue capacity.
+        await asyncio.sleep(0.05)
+
+        with stream.lock:
+            produced_while_paused = stream.produced
+
+        # One consumed event, two buffered events, and at most
+        # one event already fetched by the worker.
+        assert produced_while_paused <= 4
+
+    finally:
+        release_consumer.set()
+
+        if not task.done():
+            try:
+                await asyncio.wait_for(task, timeout=2.0)
+            except TimeoutError:
+                task.cancel()
+                await asyncio.gather(
+                    task,
+                    return_exceptions=True,
+                )
+
+    assert stream.closed is True
+
+
+@pytest.mark.anyio
+async def test_stream_sse_events_cancellation_with_full_queue():
+    """
+    Verify that cancelling a paused consumer with a full queue
+    does not leave the SSE worker waiting indefinitely.
+    """
+    class FastSSEStream:
+        def __init__(self):
+            self.closed = False
+            self.produced = 0
+            self.lock = threading.Lock()
+
+        def events(self):
+            for index in range(100):
+                with self.lock:
+                    self.produced += 1
+
+                yield SimpleNamespace(
+                    data=f'{{"index":{index}}}'
+                )
+
+        def close(self):
+            self.closed = True
+
+    stream = FastSSEStream()
+    consumer_paused = asyncio.Event()
+
+    async def consume():
+        async with aclosing(
+            stream_sse_events(
+                stream,
+                max_queue_size=1,
+                shutdown_timeout=1.0,
+            )
+        ) as events:
+            async for _ in events:
+                consumer_paused.set()
+                await asyncio.Event().wait()
+
+    task = asyncio.create_task(consume())
+
+    try:
+        await asyncio.wait_for(
+            consumer_paused.wait(),
+            timeout=1.0,
+        )
+
+        task.cancel()
+
+        with pytest.raises(asyncio.CancelledError):
+            await asyncio.wait_for(
+                task,
+                timeout=2.0,
+            )
+
+        assert stream.closed is True
+
+    finally:
+        if not task.done():
+            task.cancel()
+
+        await asyncio.gather(
+            task,
+            return_exceptions=True,
+        )
+

tools/oci_agent_smoke_test.py

@@ -0,0 +1,75 @@
+import asyncio
+import json
+import time
+import urllib.request
+from contextlib import aclosing
+
+from voice_assistant.agent.oci import OCIAgentAdapter
+
+
+def get_compartment_id() -> str:
+    request = urllib.request.Request(
+        "http://169.254.169.254/opc/v2/instance/",
+        headers={"Authorization": "Bearer Oracle"},
+    )
+
+    with urllib.request.urlopen(
+        request,
+        timeout=5,
+    ) as response:
+        metadata = json.load(response)
+
+    return metadata["compartmentId"]
+
+
+async def main() -> None:
+    agent = OCIAgentAdapter(
+        region="sa-vinhedo-1",
+        compartment_id=get_compartment_id(),
+        model_id="openai.gpt-4o-mini",
+        temperature=0.3,
+        max_completion_tokens=128,
+        timeout_seconds=30.0,
+    )
+
+    started = time.perf_counter()
+    first_delta_at = None
+    parts = []
+
+    print("OCI AGENT STREAMING TEST")
+    print("-" * 40)
+
+    async with aclosing(
+        agent.stream(
+            session_id="smoke-session",
+            turn_id=1,
+            text=(
+                "Explique em duas frases curtas "
+                "como funciona um assistente de voz."
+            ),
+        )
+    ) as stream:
+        async for delta in stream:
+            if first_delta_at is None:
+                first_delta_at = time.perf_counter() - started
+
+            parts.append(delta)
+            print(delta, end="", flush=True)
+
+    elapsed = time.perf_counter() - started
+    response = "".join(parts)
+
+    if not response.strip():
+        raise RuntimeError("OCI Agent returned an empty response.")
+
+    print("\n")
+    print("-" * 40)
+    print(f"First text delta: {first_delta_at:.3f}s")
+    print(f"Total time: {elapsed:.3f}s")
+    print(f"Text chunks: {len(parts)}")
+    print("OCI Agent streaming: SUCCESS")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
+

tools/oci_stream_smoke_test.py

@@ -0,0 +1,147 @@
+import json
+import time
+import urllib.request
+
+import oci
+
+
+MODEL_ID = "openai.gpt-4o-mini"
+MAX_EVENTS = 100
+
+
+def get_instance_compartment() -> str:
+    request = urllib.request.Request(
+        "http://169.254.169.254/opc/v2/instance/",
+        headers={"Authorization": "Bearer Oracle"},
+    )
+
+    with urllib.request.urlopen(
+        request,
+        timeout=5,
+    ) as response:
+        metadata = json.load(response)
+
+    return metadata["compartmentId"]
+
+
+def main() -> None:
+    signer = (
+        oci.auth.signers
+        .InstancePrincipalsSecurityTokenSigner()
+    )
+
+    client = (
+        oci.generative_ai_inference
+        .GenerativeAiInferenceClient(
+            config={"region": signer.region},
+            signer=signer,
+            timeout=(10, 60),
+        )
+    )
+
+    models = oci.generative_ai_inference.models
+
+    chat_request = models.GenericChatRequest(
+        messages=[
+            models.UserMessage(
+                content=[
+                    models.TextContent(
+                        text=(
+                            "Explique em português brasileiro, "
+                            "em três frases curtas, como funciona "
+                            "um assistente de voz."
+                        )
+                    )
+                ]
+            )
+        ],
+        is_stream=True,
+        temperature=0.3,
+        max_completion_tokens=160,
+    )
+
+    details = models.ChatDetails(
+        compartment_id=get_instance_compartment(),
+        serving_mode=models.OnDemandServingMode(
+            model_id=MODEL_ID,
+        ),
+        chat_request=chat_request,
+    )
+
+    print("=" * 55)
+    print("OCI GENERATIVE AI STREAMING TEST")
+    print("=" * 55)
+    print("Model:", MODEL_ID)
+    print("Region:", signer.region)
+    print()
+
+    started = time.perf_counter()
+    first_token_at = None
+    event_count = 0
+
+    response = None
+
+    try:
+        response = client.chat(details)
+
+        print("HTTP status:", response.status)
+        print("Response data type:", type(response.data).__name__)
+
+        # OCI streaming responses expose an iterable event stream.
+        stream = getattr(response.data, "events", None)
+
+        if stream is None:
+            raise RuntimeError(
+                "OCI response does not expose an event stream."
+            )
+
+        for event in stream():
+            event_count += 1
+
+            elapsed = time.perf_counter() - started
+            raw_data = getattr(event, "data", None)
+
+            if event_count <= 5 or raw_data == "[DONE]":
+                print(
+                    f"[{elapsed:.3f}s] "
+                    f"Event {event_count}: "
+                    f"{str(raw_data)[:1000]}"
+                )
+
+            # This measures the first received event, not
+            # necessarily the first generated text token.
+            if first_token_at is None:
+                first_token_at = elapsed
+
+            if event_count >= MAX_EVENTS:
+                print("Maximum event count reached.")
+                break
+
+    except oci.exceptions.ServiceError as exc:
+        print("OCI SERVICE ERROR")
+        print("HTTP status:", exc.status)
+        print("Code:", exc.code)
+        print("Message:", exc.message)
+        raise
+
+    finally:
+        if response is not None:
+            close = getattr(response.data, "close", None)
+
+            if callable(close):
+                close()
+
+    total = time.perf_counter() - started
+
+    print()
+    print("=" * 55)
+    print("RESULT")
+    print("=" * 55)
+    print("Events:", event_count)
+    print("First event:", first_token_at)
+    print("Total time:", round(total, 3), "seconds")
+
+
+if __name__ == "__main__":
+    main()
+

uv.lock

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 revision = 3
 requires-python = ">=3.12"
 
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+]
+
+[[package]]
+name = "aiohttp"
+version = "3.14.4"
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+dependencies = [
+    { name = "aiohappyeyeballs" },
+    { name = "aiosignal" },
+    { name = "attrs" },
+    { name = "frozenlist" },
+    { name = "multidict" },
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