-
Notifications
You must be signed in to change notification settings - Fork 2.2k
Open
Labels
Description
Description of the bug:
I got a liveapi code from the google ai studio and also referred gemini multimodal-live-api example notebooks.
Below is the code that I used mostly.
"""
## Documentation
Quickstart: https://github.com/google-gemini/cookbook/blob/main/quickstarts/Get_started_LiveAPI.py
## Setup
To install the dependencies for this script, run:
pip install google-genai opencv-python pyaudio pillow mss
"""
import os
import asyncio
import base64
import io
import traceback
import cv2
import pyaudio
import PIL.Image
import mss
import argparse
from google import genai
from google.genai import types
FORMAT = pyaudio.paInt16
CHANNELS = 1
SEND_SAMPLE_RATE = 16000
RECEIVE_SAMPLE_RATE = 24000
CHUNK_SIZE = 1024
MODEL = "models/gemini-2.5-flash-native-audio-preview-09-2025"
DEFAULT_MODE = "camera"
client = genai.Client(
http_options={"api_version": "v1beta"},
api_key=os.environ.get("GEMINI_API_KEY"),
)
CONFIG = types.LiveConnectConfig(
response_modalities=[
"AUDIO",
],
media_resolution="MEDIA_RESOLUTION_MEDIUM",
speech_config=types.SpeechConfig(
voice_config=types.VoiceConfig(
prebuilt_voice_config=types.PrebuiltVoiceConfig(voice_name="Zephyr")
)
),
context_window_compression=types.ContextWindowCompressionConfig(
trigger_tokens=25600,
sliding_window=types.SlidingWindow(target_tokens=12800),
),
)
pya = pyaudio.PyAudio()
class AudioLoop:
def __init__(self, video_mode=DEFAULT_MODE):
self.video_mode = video_mode
self.audio_in_queue = None
self.out_queue = None
self.session = None
self.send_text_task = None
self.receive_audio_task = None
self.play_audio_task = None
async def send_text(self):
while True:
text = await asyncio.to_thread(
input,
"message > ",
)
if text.lower() == "q":
break
await self.session.send(input=text or ".", end_of_turn=True)
def _get_frame(self, cap):
# Read the frameq
ret, frame = cap.read()
# Check if the frame was read successfully
if not ret:
return None
# Fix: Convert BGR to RGB color space
# OpenCV captures in BGR but PIL expects RGB format
# This prevents the blue tint in the video feed
frame_rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
img = PIL.Image.fromarray(frame_rgb) # Now using RGB frame
img.thumbnail([1024, 1024])
image_io = io.BytesIO()
img.save(image_io, format="jpeg")
image_io.seek(0)
mime_type = "image/jpeg"
image_bytes = image_io.read()
return {"mime_type": mime_type, "data": base64.b64encode(image_bytes).decode()}
async def get_frames(self):
# This takes about a second, and will block the whole program
# causing the audio pipeline to overflow if you don't to_thread it.
cap = await asyncio.to_thread(
cv2.VideoCapture, 0
) # 0 represents the default camera
while True:
frame = await asyncio.to_thread(self._get_frame, cap)
if frame is None:
break
await asyncio.sleep(1.0)
await self.out_queue.put(frame)
# Release the VideoCapture object
cap.release()
def _get_screen(self):
sct = mss.mss()
monitor = sct.monitors[0]
i = sct.grab(monitor)
mime_type = "image/jpeg"
image_bytes = mss.tools.to_png(i.rgb, i.size)
img = PIL.Image.open(io.BytesIO(image_bytes))
image_io = io.BytesIO()
img.save(image_io, format="jpeg")
image_io.seek(0)
image_bytes = image_io.read()
return {"mime_type": mime_type, "data": base64.b64encode(image_bytes).decode()}
async def get_screen(self):
while True:
frame = await asyncio.to_thread(self._get_screen)
if frame is None:
break
await asyncio.sleep(1.0)
await self.out_queue.put(frame)
async def send_realtime(self):
while True:
msg = await self.out_queue.get()
await self.session.send(input=msg)
async def listen_audio(self):
mic_info = pya.get_default_input_device_info()
self.audio_stream = await asyncio.to_thread(
pya.open,
format=FORMAT,
channels=CHANNELS,
rate=SEND_SAMPLE_RATE,
input=True,
input_device_index=mic_info["index"],
frames_per_buffer=CHUNK_SIZE,
)
if __debug__:
kwargs = {"exception_on_overflow": False}
else:
kwargs = {}
while True:
data = await asyncio.to_thread(self.audio_stream.read, CHUNK_SIZE, **kwargs)
await self.out_queue.put({"data": data, "mime_type": "audio/pcm"})
async def receive_audio(self):
"Background task to reads from the websocket and write pcm chunks to the output queue"
while True:
turn = self.session.receive()
async for response in turn:
if data := response.data:
self.audio_in_queue.put_nowait(data)
continue
if text := response.text:
print(text, end="")
# If you interrupt the model, it sends a turn_complete.
# For interruptions to work, we need to stop playback.
# So empty out the audio queue because it may have loaded
# much more audio than has played yet.
while not self.audio_in_queue.empty():
self.audio_in_queue.get_nowait()
async def play_audio(self):
stream = await asyncio.to_thread(
pya.open,
format=FORMAT,
channels=CHANNELS,
rate=RECEIVE_SAMPLE_RATE,
output=True,
)
while True:
bytestream = await self.audio_in_queue.get()
await asyncio.to_thread(stream.write, bytestream)
async def run(self):
try:
async with (
client.aio.live.connect(model=MODEL, config=CONFIG) as session,
asyncio.TaskGroup() as tg,
):
self.session = session
self.audio_in_queue = asyncio.Queue()
self.out_queue = asyncio.Queue(maxsize=5)
send_text_task = tg.create_task(self.send_text())
tg.create_task(self.send_realtime())
tg.create_task(self.listen_audio())
if self.video_mode == "camera":
tg.create_task(self.get_frames())
elif self.video_mode == "screen":
tg.create_task(self.get_screen())
tg.create_task(self.receive_audio())
tg.create_task(self.play_audio())
await send_text_task
raise asyncio.CancelledError("User requested exit")
except asyncio.CancelledError:
pass
except ExceptionGroup as EG:
self.audio_stream.close()
traceback.print_exception(EG)
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--mode",
type=str,
default=DEFAULT_MODE,
help="pixels to stream from",
choices=["camera", "screen", "none"],
)
args = parser.parse_args()
main = AudioLoop(video_mode=args.mode)
asyncio.run(main.run())when I tested the script, the agent speaks for about a second, and stop speaking. and then again, it starts saying again after about a second. and it keep saying same words.
Is there any related reported issue regarding this?
Thanks,
Actual vs expected behavior:
No response
Any other information you'd like to share?
No response
xoticsolution-sketch