mirror of
https://github.com/Monadical-SAS/reflector.git
synced 2026-04-09 23:36:47 +00:00
Serverless GPU support on banana.dev (#106)
* serverless: implement banana backend for both audio and LLM Related to monadical-sas/reflector-gpu-banana project * serverless: got llm working on banana ! * tests: fixes * serverless: fix dockerfile to use fastapi server + httpx
This commit is contained in:
@@ -1,19 +1,38 @@
|
||||
from reflector.processors.base import Processor
|
||||
from reflector.processors.audio_transcript import AudioTranscriptProcessor
|
||||
from reflector.processors.audio_transcript_whisper import (
|
||||
AudioTranscriptWhisperProcessor,
|
||||
)
|
||||
from reflector.processors.types import AudioFile
|
||||
from reflector.settings import settings
|
||||
import importlib
|
||||
|
||||
|
||||
class AudioTranscriptAutoProcessor(AudioTranscriptProcessor):
|
||||
BACKENDS = {
|
||||
"whisper": AudioTranscriptWhisperProcessor,
|
||||
}
|
||||
BACKEND_DEFAULT = "whisper"
|
||||
_registry = {}
|
||||
|
||||
def __init__(self, backend=None, **kwargs):
|
||||
self.processor = self.BACKENDS[backend or self.BACKEND_DEFAULT]()
|
||||
@classmethod
|
||||
def register(cls, name, kclass):
|
||||
cls._registry[name] = kclass
|
||||
|
||||
@classmethod
|
||||
def get_instance(cls, name):
|
||||
if name not in cls._registry:
|
||||
module_name = f"reflector.processors.audio_transcript_{name}"
|
||||
importlib.import_module(module_name)
|
||||
|
||||
# gather specific configuration for the processor
|
||||
# search `TRANSCRIPT_BACKEND_XXX_YYY`, push to constructor as `backend_xxx_yyy`
|
||||
config = {}
|
||||
name_upper = name.upper()
|
||||
settings_prefix = "TRANSCRIPT_"
|
||||
config_prefix = f"{settings_prefix}{name_upper}_"
|
||||
for key, value in settings:
|
||||
if key.startswith(config_prefix):
|
||||
config_name = key[len(settings_prefix) :].lower()
|
||||
config[config_name] = value
|
||||
|
||||
return cls._registry[name](**config)
|
||||
|
||||
def __init__(self, **kwargs):
|
||||
self.processor = self.get_instance(settings.TRANSCRIPT_BACKEND)
|
||||
super().__init__(**kwargs)
|
||||
|
||||
def connect(self, processor: Processor):
|
||||
|
||||
Reference in New Issue
Block a user