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2 Commits

Author SHA1 Message Date
jad2121 fbfea93b6c deleted lots of random mp3 files 9 months ago
jad2121 c4332c9ee0 added audio to text under --transcribe 9 months ago
  1. 8
      installer/client/cli/fabric.py
  2. 93
      installer/client/cli/utils.py
  3. 13
      poetry.lock
  4. 1
      pyproject.toml

8
installer/client/cli/fabric.py

@ -1,4 +1,4 @@
from .utils import Standalone, Update, Setup, Alias
from .utils import Standalone, Update, Setup, Alias, Whisper
import argparse
import sys
import time
@ -30,6 +30,8 @@ def main():
help="Use this option if you want to see the results in realtime. NOTE: You will not be able to pipe the output into another command.",
action="store_true",
)
parser.add_argument('--transcribe', '-T',
help="transcribe audio, please enter the path to the audio file, or a url with the audio file")
parser.add_argument(
"--list", "-l", help="List available patterns", action="store_true"
)
@ -88,6 +90,10 @@ def main():
if args.listmodels:
standalone.fetch_available_models()
sys.exit()
if args.transcribe:
whisper = Whisper()
whisper.process_file(args.transcribe)
sys.exit()
if args.text is not None:
text = args.text
else:

93
installer/client/cli/utils.py

@ -10,6 +10,7 @@ from tqdm import tqdm
import zipfile
import tempfile
import shutil
from pydub import AudioSegment
current_directory = os.path.dirname(os.path.realpath(__file__))
config_directory = os.path.expanduser("~/.config/fabric")
@ -215,6 +216,98 @@ class Standalone:
return sys.stdin.read()
class Whisper:
def __init__(self):
env_file = os.path.expanduser("~/.config/fabric/.env")
load_dotenv(env_file)
try:
apikey = os.environ["OPENAI_API_KEY"]
self.client = OpenAI()
self.client.api_key = apikey
except KeyError:
print("OPENAI_API_KEY not found in environment variables.")
except FileNotFoundError:
print("No API key found. Use the --apikey option to set the key")
self.whole_response = []
def split_audio(self, file_path):
"""
Splits the audio file into segments of the given length.
Args:
- file_path: The path to the audio file.
- segment_length_ms: Length of each segment in milliseconds.
Returns:
- A list of audio segments.
"""
audio = AudioSegment.from_file(file_path)
segments = []
segment_length_ms = 10 * 60 * 1000 # 10 minutes in milliseconds
for start_ms in range(0, len(audio), segment_length_ms):
end_ms = start_ms + segment_length_ms
segment = audio[start_ms:end_ms]
segments.append(segment)
return segments
def process_segment(self, segment):
""" Transcribe an audio file and print the transcript.
Args:
audio_file (str): The path to the audio file to be transcribed.
Returns:
None
"""
try:
# if audio_file.startswith("http"):
# response = requests.get(audio_file)
# response.raise_for_status()
# with tempfile.NamedTemporaryFile(delete=False) as f:
# f.write(response.content)
# audio_file = f.name
audio_file = open(segment, "rb")
response = self.client.audio.transcriptions.create(
model="whisper-1",
file=audio_file
)
self.whole_response.append(response.text)
except Exception as e:
print(f"Error: {e}")
def process_file(self, audio_file):
""" Transcribe an audio file and print the transcript.
Args:
audio_file (str): The path to the audio file to be transcribed.
Returns:
None
"""
try:
# if audio_file.startswith("http"):
# response = requests.get(audio_file)
# response.raise_for_status()
# with tempfile.NamedTemporaryFile(delete=False) as f:
# f.write(response.content)
# audio_file = f.name
segments = self.split_audio(audio_file)
for i, segment in enumerate(segments):
segment_file_path = f"segment_{i}.mp3"
segment.export(segment_file_path, format="mp3")
self.process_segment(segment_file_path)
print(' '.join(self.whole_response))
except Exception as e:
print(f"Error: {e}")
class Update:
def __init__(self):
"""Initialize the object with default values."""

13
poetry.lock

@ -933,6 +933,17 @@ files = [
[package.dependencies]
typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
[[package]]
name = "pydub"
version = "0.25.1"
description = "Manipulate audio with an simple and easy high level interface"
optional = false
python-versions = "*"
files = [
{file = "pydub-0.25.1-py2.py3-none-any.whl", hash = "sha256:65617e33033874b59d87db603aa1ed450633288aefead953b30bded59cb599a6"},
{file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"},
]
[[package]]
name = "pyjwt"
version = "2.8.0"
@ -1394,4 +1405,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
[metadata]
lock-version = "2.0"
python-versions = "^3.10"
content-hash = "8aa1e3fe70b9d326a7809abd70f2d78fee286d5106ab40f7d2d61a7feaf359ef"
content-hash = "b8025aa005b3ad74c5e76f766c9311f2fa0592d4672e7f6e328d5f27001554aa"

1
pyproject.toml

@ -32,6 +32,7 @@ gunicorn = "^21.2.0"
gevent = "^23.9.1"
httpx = "^0.26.0"
tqdm = "^4.66.1"
pydub = "^0.25.1"
[tool.poetry.group.server.dependencies]

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