Working vision example

This commit is contained in:
Chad Bailey
2024-03-19 01:51:36 +00:00
parent 6c9425d66a
commit 0b4b63d2ee
7 changed files with 34 additions and 21 deletions

View File

@@ -148,6 +148,8 @@ class VisionService(AIService):
if isinstance(frame, VisionFrame):
async for frame in self.run_vision(frame.prompt, frame.image):
yield frame
else:
yield frame
class FrameLogger(AIService):

View File

@@ -230,14 +230,12 @@ class DailyTransportService(BaseTransportService, EventHandler):
self.client.release()
def _handle_video_frame(self, participant_id, video_frame):
# TODO-CB: What about multiple participants?
if (not participant_id in self._participant_frame_times) or (time.time() > self._participant_frame_times[participant_id] + 1.0/self._receive_video_fps):
print(f"### sending frame now")
self._participant_frame_times[participant_id] = time.time()
asyncio.run_coroutine_threadsafe(
future = asyncio.run_coroutine_threadsafe(
self.receive_queue.put(
VideoImageFrame(participant_id, video_frame)), self._loop
)
VideoImageFrame(participant_id, video_frame)), self._loop)
def on_first_other_participant_joined(self):
pass

View File

@@ -35,6 +35,7 @@ class ElevenLabsTTSService(TTSService):
"xi-api-key": self._api_key,
"Content-Type": "application/json",
}
async with self._aiohttp_session.post(
url, json=payload, headers=headers, params=querystring
) as r:

View File

@@ -71,7 +71,24 @@ class OpenAIVisionService(VisionService):
self._client = AsyncOpenAI(api_key=api_key)
async def run_vision(self, prompt: str, image: bytes):
base64_image = base64.b64encode(image).decode('utf-8')
IMAGE_WIDTH = image.width
IMAGE_HEIGHT = image.height
COLOR_FORMAT = image.color_format
a_image = Image.frombytes(
'RGBA', (IMAGE_WIDTH, IMAGE_HEIGHT), image.buffer)
new_image = a_image.convert('RGB')
# Uncomment these lines to write the frame to a jpg in the same directory.
# current_path = os.getcwd()
# image_path = os.path.join(current_path, "image.jpg")
# image.save(image_path, format="JPEG")
jpeg_buffer = io.BytesIO()
new_image.save(jpeg_buffer, format='JPEG')
jpeg_bytes = jpeg_buffer.getvalue()
base64_image = base64.b64encode(jpeg_bytes).decode('utf-8')
messages = [
{
"role": "user",
@@ -94,5 +111,7 @@ class OpenAIVisionService(VisionService):
)
)
async for chunk in chunks:
print(f"!!! chunk: {chunk}")
yield TextFrame(chunk)
if len(chunk.choices) == 0:
continue
if chunk.choices[0].delta.content:
yield TextFrame(chunk.choices[0].delta.content)