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values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.457949 | from .audio_recorder import AudioToTextRecorder
from .audio_recorder_client import AudioToTextRecorderClient
from .audio_input import AudioInput |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT_server/install_packages.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.461281 | import subprocess
import sys
import importlib
def check_and_install_packages(packages):
"""
Checks if the specified packages are installed, and if not, prompts the user
to install them.
Parameters:
- packages: A list of dictionaries, each containing:
- 'module_name': The module or package ... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT/safepipe.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.471530 | import sys
import multiprocessing as mp
import queue
import threading
import time
import logging
# Configure logging. Adjust level and formatting as needed.
# logging.basicConfig(level=logging.DEBUG,
# format='[%(asctime)s] %(levelname)s:%(name)s: %(message)s')
logger = logging.getLogger(__name__)
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT/audio_input.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.473315 | from colorama import init, Fore, Style
from scipy.signal import butter, filtfilt, resample_poly
import pyaudio
import logging
DESIRED_RATE = 16000
CHUNK_SIZE = 1024
AUDIO_FORMAT = pyaudio.paInt16
CHANNELS = 1
class AudioInput:
def __init__(
self,
input_device_index: int = None,
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | example_app/ui_openai_voice_interface.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.474471 | if __name__ == '__main__':
from RealtimeTTS import TextToAudioStream, AzureEngine, ElevenlabsEngine, SystemEngine
from RealtimeSTT import AudioToTextRecorder
from PyQt5.QtCore import Qt, QTimer, QEvent, pyqtSignal, QThread
from PyQt5.QtGui import QColor, QPainter, QFontMetrics, QFont, QMouseEvent
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT/audio_recorder_client.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.475686 | log_outgoing_chunks = False
debug_mode = False
from typing import Iterable, List, Optional, Union
from urllib.parse import urlparse
from datetime import datetime
from websocket import WebSocketApp
from websocket import ABNF
import numpy as np
import subprocess
import threading
import platform
import logging
import str... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | RealtimeSTT_server/stt_server.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:45.496852 | """
Speech-to-Text (STT) Server with Real-Time Transcription and WebSocket Interface
This server provides real-time speech-to-text (STT) transcription using the RealtimeSTT library. It allows clients to connect via WebSocket to send audio data and receive real-time transcription updates. The server supports configurab... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | example_webserver/client.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.124061 | from colorama import Fore, Style
import websockets
import colorama
import keyboard
import asyncio
import json
import os
colorama.init()
SEND_START_COMMAND = False
HOST = 'localhost:5025'
URI = f'ws://{HOST}'
RECONNECT_DELAY = 5
full_sentences = []
def clear_console():
os.system('clear' if os.name == 'posix' e... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | example_browserclient/server.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.125795 | if __name__ == '__main__':
print("Starting server, please wait...")
from RealtimeSTT import AudioToTextRecorder
import asyncio
import websockets
import threading
import numpy as np
from scipy.signal import resample
import json
import logging
import sys
logging.basicConfig(
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/feed_audio.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.139696 | if __name__ == "__main__":
import threading
import pyaudio
from RealtimeSTT import AudioToTextRecorder
# Audio stream configuration constants
CHUNK = 1024 # Number of audio samples per buffer
FORMAT = pyaudio.paInt16 # Sample format (16-bit integer)
CHANNELS = 1 ... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | example_webserver/stt_server.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.140251 | end_of_sentence_detection_pause = 0.45
unknown_sentence_detection_pause = 0.7
mid_sentence_detection_pause = 2.0
from install_packages import check_and_install_packages
check_and_install_packages([
{
'module_name': 'RealtimeSTT', # Import module
'attribute': 'AudioToTextRecorder', ... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/advanced_talk.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.148330 | from RealtimeSTT import AudioToTextRecorder
from RealtimeTTS import TextToAudioStream, SystemEngine, AzureEngine, ElevenlabsEngine
import os
import openai # pip install openai
import keyboard # pip install keyboard
import time
if __name__ == '__main__':
print()
print("Initializing")
print()
openai.... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/openai_voice_interface.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.148837 | """
pip install realtimestt realtimetts[edge]
"""
# Set this to False to start by waiting for a wake word first
# Set this to True to start directly in voice activity mode
START_IN_VOICE_ACTIVITY_MODE = False
if __name__ == '__main__':
import os
import openai
from RealtimeTTS import TextToAudioStream, Edg... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/minimalistic_talkbot.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.151375 | import RealtimeSTT, RealtimeTTS
import openai, os
if __name__ == '__main__':
openai.api_key = os.environ.get("OPENAI_API_KEY")
character_prompt = 'Answer precise and short with the polite sarcasm of a butler.'
stream = RealtimeTTS.TextToAudioStream(RealtimeTTS.AzureEngine(os.environ.get("AZURE_SPEECH_KEY")... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | example_webserver/server.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.152384 | WAIT_FOR_START_COMMAND = False
if __name__ == '__main__':
server = "0.0.0.0"
port = 5025
print (f"STT speech to text server")
print (f"runs on http://{server}:{port}")
print ()
print ("starting")
print ("└─ ... ", end='', flush=True)
from RealtimeSTT import AudioToTextRecorder
fro... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/install_packages.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.236340 | import subprocess
import sys
def check_and_install_packages(packages):
"""
Checks if the specified packages are installed, and if not, prompts the user
to install them.
Parameters:
- packages: A list of dictionaries, each containing:
- 'import_name': The name used in the import statement.
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | setup.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.239841 | import setuptools
import os
# Get the absolute path of requirements.txt
req_path = os.path.join(os.path.dirname(__file__), "requirements.txt")
# Read requirements.txt safely
with open(req_path, "r", encoding="utf-8") as f:
requirements = f.read().splitlines()
# Read README.md
with open("README.md", "r", encoding... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/openwakeword_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.857113 | if __name__ == '__main__':
print("Starting...")
from RealtimeSTT import AudioToTextRecorder
detected = False
say_wakeword_str = "Listening for wakeword 'samantha'."
def on_wakeword_detected():
global detected
detected = True
def on_recording_stop():
print ("Transcribi... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_chinese.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.864367 | from RealtimeSTT import AudioToTextRecorder
from colorama import Fore, Style
import colorama
import os
if __name__ == '__main__':
print("Initializing RealtimeSTT test...")
colorama.init()
full_sentences = []
displayed_text = ""
def clear_console():
os.system('clear' if os.name == 'posix... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_speechendpoint.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.868321 | IS_DEBUG = False
import os
import sys
import threading
import queue
import time
from collections import deque
from difflib import SequenceMatcher
from install_packages import check_and_install_packages
# Check and install required packages
check_and_install_packages([
{'import_name': 'rich'},
{'import_name': ... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtime_loop_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.976897 | from PyQt5.QtWidgets import QApplication, QWidget, QVBoxLayout, QTextEdit, QPushButton
from PyQt5.QtGui import QFont
from PyQt5.QtCore import pyqtSignal
import sys
import os
from RealtimeTTS import TextToAudioStream, AzureEngine
from RealtimeSTT import AudioToTextRecorder
if __name__ == '__main__':
class Simple... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:46.998497 | EXTENDED_LOGGING = False
# set to 0 to deactivate writing to keyboard
# try lower values like 0.002 (fast) first, take higher values like 0.05 in case it fails
WRITE_TO_KEYBOARD_INTERVAL = 0.002
if __name__ == '__main__':
import argparse
parser = argparse.ArgumentParser(description='Start the realtime Speech... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_test_stereomix.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.054771 | EXTENDED_LOGGING = False
def main():
from install_packages import check_and_install_packages
check_and_install_packages([
{
'import_name': 'rich',
}
])
if EXTENDED_LOGGING:
import logging
logging.basicConfig(level=logging.DEBUG)
import os
import sy... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/simple_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.055517 | if __name__ == '__main__':
import os
import sys
if os.name == "nt" and (3, 8) <= sys.version_info < (3, 99):
from torchaudio._extension.utils import _init_dll_path
_init_dll_path()
from RealtimeSTT import AudioToTextRecorder
recorder = AudioToTextRecorder(
spinner=False,
... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_test_hotkeys_v2.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.055998 | EXTENDED_LOGGING = False
if __name__ == '__main__':
import subprocess
import sys
import threading
import time
def install_rich():
subprocess.check_call([sys.executable, "-m", "pip", "install", "rich"])
try:
import rich
except ImportError:
user_input = input("This ... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/realtimestt_speechendpoint_binary_classified.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.090217 | #IS_DEBUG = True
IS_DEBUG = False
USE_STEREO_MIX = True
LOOPBACK_DEVICE_NAME = "stereomix"
LOOPBACK_DEVICE_HOST_API = 0
import os
import re
import sys
import threading
import queue
import time
from collections import deque
from difflib import SequenceMatcher
from install_packages import check_and_install_packages
# C... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/recorder_client.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.167814 | from RealtimeSTT import AudioToTextRecorderClient
# ANSI escape codes for terminal control
CLEAR_LINE = "\033[K" # Clear from cursor to end of line
RESET_CURSOR = "\r" # Move cursor to the beginning of the line
GREEN_TEXT = "\033[92m" # Set text color to green
RESET_COLOR = "\033[0m" # Reset text col... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/translator.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.498353 | import os
import openai
from RealtimeSTT import AudioToTextRecorder
from RealtimeTTS import TextToAudioStream, AzureEngine
if __name__ == '__main__':
# Setup OpenAI API key
openai.api_key = os.environ.get("OPENAI_API_KEY")
# Text-to-Speech Stream Setup (alternative engines: SystemEngine or ElevenlabsEngin... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/vad_test.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.498857 | import asyncio
import time
from RealtimeSTT import AudioToTextRecorder
# Voice Activity Detection (VAD) start handler
def on_vad_detect_start():
print(f"VAD Start detected at {time.time():.2f}")
# Voice Activity Detection (VAD) stop handler
def on_vad_detect_stop():
print(f"VAD Stop detected at {time.time(... |
KoljaB/RealtimeSTT | https://github.com/KoljaB/RealtimeSTT | null | null | null | null | 9,755 | null | null | mit | null | null | null | null | null | null | null | tests/type_into_textbox.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:47.499591 | from RealtimeSTT import AudioToTextRecorder
import pyautogui
def process_text(text):
pyautogui.typewrite(text + " ")
if __name__ == '__main__':
print("Wait until it says 'speak now'")
recorder = AudioToTextRecorder()
while True:
recorder.text(process_text) |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.624623 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
moshi is the inference codebase for Kyutai audio generation models.
The code has been adapted from Audiocraft, see LICENSE.audiocraft
Copyright (c)... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/client_utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.626584 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""Utilities for the command line client, in particular for handling interactions with the terminal.
"""
from dataclasses import dataclass
import sys
de... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.627638 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/conv.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.640193 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/gating.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.641509 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/models/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.642724 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
"""
Models for the compression model Moshi,
"""
# flake8: noqa
from .compression import (
CompressionModel,
MimiModel,
)
from .lm import LMModel, ... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/models/compression.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.655225 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Part of this file is adapted from encodec.py in https://github.com/facebookresearch/audiocraft
# released under the following license.
# Copyright (c) M... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/models/lm.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.656986 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/resample.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.686249 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/models/loaders.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:51.687324 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/seanet.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.240542 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/streaming.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.257235 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/rope.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.309491 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/offline.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.316803 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/quantization/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.320155 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/server.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.321231 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/quantization/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.322261 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/modules/transformer.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.329677 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/quantization/core_vq.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.355301 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/quantization/vq.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:52.385130 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/logging.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:53.241321 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/compile.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:53.241941 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:53.277425 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/autocast.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:53.278085 | # Copyright (c) Kyutai, all rights reserved.
# This source code is licensed under the license found in the
# LICENSE file in the root directory of this source tree.
# Copyright (c) Meta Platforms, Inc. and affiliates.
# All rights reserved.
#
# This source code is licensed under the license found in the
# LICENSE file... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/connection.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:53.315227 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
NVIDIA/personaplex | https://github.com/NVIDIA/personaplex | null | null | null | null | 9,742 | null | null | mit | null | null | null | null | null | null | null | moshi/moshi/utils/sampling.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:54.477664 | # SPDX-FileCopyrightText: Copyright (c) 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: MIT
#
# Permission is hereby granted, free of charge, to any person obtaining a
# copy of this software and associated documentation files (the "Software"),
# to deal in the Software without res... |
geerlingguy/ansible-for-devops | https://github.com/geerlingguy/ansible-for-devops | null | null | null | null | 9,735 | null | null | mit | null | null | null | null | null | null | null | dynamic-inventory/custom/inventory.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:57.530387 | #!/usr/bin/env python3
'''
Example custom dynamic inventory script for Ansible, in Python.
'''
import os
import sys
import argparse
import json
class ExampleInventory(object):
def __init__(self):
self.inventory = {}
self.read_cli_args()
# Called with `--list`.
if self.args.list:... |
geerlingguy/ansible-for-devops | https://github.com/geerlingguy/ansible-for-devops | null | null | null | null | 9,735 | null | null | mit | null | null | null | null | null | null | null | test-plugin/test_plugins/blue.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:57.531282 | # Ansible custom 'blue' test plugin definition.
def is_blue(string):
''' Return True if a valid CSS value of 'blue'. '''
blue_values = [
'blue',
'#0000ff',
'#00f',
'rgb(0,0,255)',
'rgb(0%,0%,100%)',
]
if string in blue_values:
return True
else:
... |
geerlingguy/ansible-for-devops | https://github.com/geerlingguy/ansible-for-devops | null | null | null | null | 9,735 | null | null | mit | null | null | null | null | null | null | null | collection/collections/ansible_collections/local/colors/plugins/test/blue.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:57.531930 | # Ansible custom 'blue' test plugin definition.
def is_blue(string):
''' Return True if a valid CSS value of 'blue'. '''
blue_values = [
'blue',
'#0000ff',
'#00f',
'rgb(0,0,255)',
'rgb(0%,0%,100%)',
]
if string in blue_values:
return True
else:
... |
geerlingguy/ansible-for-devops | https://github.com/geerlingguy/ansible-for-devops | null | null | null | null | 9,735 | null | null | mit | null | null | null | null | null | null | null | dynamic-inventory/digitalocean/digital_ocean.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:57.578925 | #!/usr/bin/env python
"""
DigitalOcean external inventory script
======================================
Generates Ansible inventory of DigitalOcean Droplets.
In addition to the --list and --host options used by Ansible, there are options
for generating JSON of other DigitalOcean data. This is useful when creating
d... |
geerlingguy/ansible-for-devops | https://github.com/geerlingguy/ansible-for-devops | null | null | null | null | 9,735 | null | null | mit | null | null | null | null | null | null | null | lamp-infrastructure/inventories/digitalocean/digital_ocean.py | null | null | null | null | null | null | Python | 2026-05-04T02:03:57.692958 | #!/usr/bin/env python
"""
DigitalOcean external inventory script
======================================
Generates Ansible inventory of DigitalOcean Droplets.
In addition to the --list and --host options used by Ansible, there are options
for generating JSON of other DigitalOcean data. This is useful when creating
d... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/Layers.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.598403 | ''' Define the Layers '''
import torch.nn as nn
import torch
from transformer.SubLayers import MultiHeadAttention, PositionwiseFeedForward
__author__ = "Yu-Hsiang Huang"
class EncoderLayer(nn.Module):
''' Compose with two layers '''
def __init__(self, d_model, d_inner, n_head, d_k, d_v, dropout=0.1):
... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/Optim.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.599471 | '''A wrapper class for scheduled optimizer '''
import numpy as np
class ScheduledOptim():
'''A simple wrapper class for learning rate scheduling'''
def __init__(self, optimizer, lr_mul, d_model, n_warmup_steps):
self._optimizer = optimizer
self.lr_mul = lr_mul
self.d_model = d_model
... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/SubLayers.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.603224 | ''' Define the sublayers in encoder/decoder layer '''
import numpy as np
import torch.nn as nn
import torch.nn.functional as F
from transformer.Modules import ScaledDotProductAttention
__author__ = "Yu-Hsiang Huang"
class MultiHeadAttention(nn.Module):
''' Multi-Head Attention module '''
def __init__(self, n... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | apply_bpe.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.604407 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# Author: Rico Sennrich
"""Use operations learned with learn_bpe.py to encode a new text.
The text will not be smaller, but use only a fixed vocabulary, with rare words
encoded as variable-length sequences of subword units.
Reference:
Rico Sennrich, Barry Haddow and Alexa... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | learn_bpe.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.612433 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# Author: Rico Sennrich
"""Use byte pair encoding (BPE) to learn a variable-length encoding of the vocabulary in a text.
Unlike the original BPE, it does not compress the plain text, but can be used to reduce the vocabulary
of a text to a configurable number of symbols, wi... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/Models.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.632414 | ''' Define the Transformer model '''
import torch
import torch.nn as nn
import numpy as np
from transformer.Layers import EncoderLayer, DecoderLayer
__author__ = "Yu-Hsiang Huang"
def get_pad_mask(seq, pad_idx):
return (seq != pad_idx).unsqueeze(-2)
def get_subsequent_mask(seq):
''' For masking out the su... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | preprocess.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.633507 | ''' Handling the data io '''
import os
import argparse
import logging
import dill as pickle
import urllib
from tqdm import tqdm
import sys
import codecs
import spacy
import torch
import tarfile
import torchtext.data
import torchtext.datasets
from torchtext.datasets import TranslationDataset
import transformer.Constants... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | train.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.637843 | '''
This script handles the training process.
'''
import argparse
import math
import time
import dill as pickle
from tqdm import tqdm
import numpy as np
import random
import os
import torch
import torch.nn.functional as F
import torch.optim as optim
from torchtext.data import Field, Dataset, BucketIterator
from torch... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/Modules.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:00.638710 | import torch
import torch.nn as nn
import torch.nn.functional as F
__author__ = "Yu-Hsiang Huang"
class ScaledDotProductAttention(nn.Module):
''' Scaled Dot-Product Attention '''
def __init__(self, temperature, attn_dropout=0.1):
super().__init__()
self.temperature = temperature
self.... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:01.319888 | import transformer.Constants
import transformer.Modules
import transformer.Layers
import transformer.SubLayers
import transformer.Models
import transformer.Translator
import transformer.Optim
__all__ = [
transformer.Constants, transformer.Modules, transformer.Layers,
transformer.SubLayers, transformer.Models, ... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | translate.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:01.320338 | ''' Translate input text with trained model. '''
import torch
import argparse
import dill as pickle
from tqdm import tqdm
import transformer.Constants as Constants
from torchtext.data import Dataset
from transformer.Models import Transformer
from transformer.Translator import Translator
def load_model(opt, device):... |
jadore801120/attention-is-all-you-need-pytorch | https://github.com/jadore801120/attention-is-all-you-need-pytorch | null | null | null | null | 9,714 | null | null | mit | null | null | null | null | null | null | null | transformer/Translator.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:01.320774 | ''' This module will handle the text generation with beam search. '''
import torch
import torch.nn as nn
import torch.nn.functional as F
from transformer.Models import Transformer, get_pad_mask, get_subsequent_mask
class Translator(nn.Module):
''' Load a trained model and translate in beam search fashion. '''
... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/ensure_no_empty_msg.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.568447 | from typing import Any
from uuid import uuid4
from langchain.agents.middleware import AgentState, after_model
from langchain_core.messages import AnyMessage, ToolMessage
from langgraph.runtime import Runtime
def get_every_message_since_last_human(state: AgentState) -> list[AnyMessage]:
messages = state["messages... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/langsmith.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.573633 | """LangSmith sandbox backend integration."""
from __future__ import annotations
import base64
import logging
import os
from abc import ABC, abstractmethod
from typing import Any
import httpx
from deepagents.backends import LangSmithSandbox
from deepagents.backends.protocol import SandboxBackendProtocol
from langsmit... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.590590 | """Sandbox provider integrations."""
from deepagents.backends import LangSmithSandbox
from agent.integrations.langsmith import LangSmithProvider
__all__ = ["LangSmithProvider", "LangSmithSandbox"]
|
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/encryption.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.598764 | """Encryption utilities for sensitive data like tokens."""
import logging
import os
from cryptography.fernet import Fernet, InvalidToken
logger = logging.getLogger(__name__)
class EncryptionKeyMissingError(ValueError):
"""Raised when TOKEN_ENCRYPTION_KEY environment variable is not set."""
def _get_encryptio... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/local.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.600722 | import os
from deepagents.backends import LocalShellBackend
def create_local_sandbox(sandbox_id: str | None = None):
"""Create a local shell sandbox with no isolation.
WARNING: This runs commands directly on the host machine with no sandboxing.
Only use for local development with human-in-the-loop enabl... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/check_message_queue.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.601675 | """Before-model middleware that injects queued messages into state.
Checks the LangGraph store for pending messages (e.g. follow-up Linear
comments that arrived while the agent was busy) and injects them as new
human messages before the next model call.
"""
from __future__ import annotations
import logging
from typi... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/modal.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.602838 | import os
import modal
from langchain_modal import ModalSandbox
MODAL_APP_NAME = os.getenv("MODAL_APP_NAME", "open-swe")
def create_modal_sandbox(sandbox_id: str | None = None):
"""Create or reconnect to a Modal sandbox.
Args:
sandbox_id: Optional existing sandbox ID to reconnect to.
If... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.603950 | from .check_message_queue import check_message_queue_before_model
from .ensure_no_empty_msg import ensure_no_empty_msg
from .notify_step_limit import notify_step_limit_reached
from .open_pr import open_pr_if_needed
from .sanitize_tool_inputs import SanitizeToolInputsMiddleware
from .tool_error_handler import ToolErrorM... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/daytona.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.605125 | import os
from daytona import CreateSandboxFromSnapshotParams, Daytona, DaytonaConfig
from langchain_daytona import DaytonaSandbox
DEFAULT_DAYTONA_SANDBOX_SNAPSHOT = "daytonaio/sandbox:0.6.0"
DAYTONA_SANDBOX_SNAPSHOT_ENV = "DAYTONA_SANDBOX_SNAPSHOT"
def _get_daytona_sandbox_params() -> CreateSandboxFromSnapshotPara... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/integrations/runloop.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:08.607748 | import os
from langchain_runloop import RunloopSandbox
from runloop_api_client import Client
def create_runloop_sandbox(sandbox_id: str | None = None):
"""Create or reconnect to a Runloop devbox sandbox.
Requires the RUNLOOP_API_KEY environment variable to be set.
Args:
sandbox_id: Optional exi... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/sanitize_tool_inputs.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.819445 | """Sanitize tool input middleware.
Coerces malformed integer fields in read_file calls before they reach Pydantic
validation. The LLM occasionally generates strings like ``'1, 80'`` or
``'170, "limit": 60'`` for integer parameters; we extract the leading digit
sequence so the call succeeds instead of burning an LLM t... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/edit_pull_request.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.820546 | import asyncio
import logging
from typing import Any
from langgraph.config import get_config
from ..utils.github import edit_github_pr
from ..utils.github_app import get_github_app_installation_token
from ..utils.github_token import get_github_token
logger = logging.getLogger(__name__)
def edit_pull_request(
p... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/tool_error_handler.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.823082 | """Tool error handling middleware.
Wraps all tool calls in try/except so that unhandled exceptions are
returned as error ToolMessages instead of crashing the agent run.
"""
from __future__ import annotations
import json
import logging
from collections.abc import Awaitable, Callable
from langchain.agents.middleware.... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/open_pr.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.824477 | """After-agent middleware that creates a GitHub PR if needed.
Runs once after the agent finishes as a safety net. If the agent called
``commit_and_open_pr`` and it already succeeded, this is a no-op. Otherwise it
commits any remaining changes, pushes to a feature branch, and opens a GitHub PR.
"""
from __future__ imp... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/commit_and_open_pr.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.825824 | import asyncio
import logging
from typing import Any
from langgraph.config import get_config
from ..utils.authorship import (
OPEN_SWE_BOT_EMAIL,
OPEN_SWE_BOT_NAME,
add_pr_collaboration_note,
add_user_coauthor_trailer,
resolve_triggering_user_identity,
)
from ..utils.github import (
create_git... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/middleware/notify_step_limit.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.827289 | """After-agent middleware that notifies users when the step limit is reached."""
from __future__ import annotations
import logging
from collections.abc import Mapping
from typing import Any
from langchain.agents.middleware import AgentState, after_agent
from langgraph.config import get_config
from langgraph.runtime ... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/prompt.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.828132 | import logging
import os
from pathlib import Path
from .utils.github_comments import UNTRUSTED_GITHUB_COMMENT_OPEN_TAG
logger = logging.getLogger(__name__)
DEFAULT_PROMPT_PATH = os.environ.get(
"DEFAULT_PROMPT_PATH",
str(Path(__file__).resolve().parent.parent / "default_prompt.md"),
)
def _load_default_pro... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/fetch_url.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.829205 | from typing import Any
import requests
from markdownify import markdownify
from .http_request import _request_with_safe_redirects
def fetch_url(url: str, timeout: int = 30) -> dict[str, Any]:
"""Fetch content from a URL and convert HTML to markdown format.
This tool fetches web page content and converts it... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.830254 | from .commit_and_open_pr import commit_and_open_pr
from .edit_pull_request import edit_pull_request
from .fetch_url import fetch_url
from .get_branch_name import get_branch_name
from .get_pr_review_comments import get_pr_review_comments
from .github_ci import get_pr_check_runs, rerun_failed_workflow_runs
from .github_c... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/server.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:09.831346 | """Main entry point and CLI loop for Open SWE agent."""
# ruff: noqa: E402
# Suppress deprecation warnings from langchain_core (e.g., Pydantic V1 on Python 3.14+)
# ruff: noqa: E402
import logging
import os
import warnings
logger = logging.getLogger(__name__)
from langgraph.graph.state import RunnableConfig
from lan... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/linear_comment.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.472336 | import asyncio
from typing import Any
from ..utils.linear import comment_on_linear_issue
def linear_comment(comment_body: str, ticket_id: str) -> dict[str, Any]:
"""Post a comment to a Linear issue.
Use this tool to communicate progress and completion to stakeholders on Linear.
**When to use:**
- A... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/http_request.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.474295 | import ipaddress
import socket
from typing import Any
from urllib.parse import urljoin, urlparse
import requests
_MAX_REDIRECTS = 5
def _is_url_safe(url: str) -> tuple[bool, str]:
"""Check if a URL is safe to request (not targeting private/internal networks)."""
try:
parsed = urlparse(url)
i... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/github_comment.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.475377 | import asyncio
from typing import Any
from langgraph.config import get_config
from ..utils.github_app import get_github_app_installation_token
from ..utils.github_comments import post_github_comment
def github_comment(message: str, issue_number: int) -> dict[str, Any]:
"""Post a comment to a GitHub issue or pul... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/get_pr_review_comments.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.476304 | import asyncio
from typing import Any
from langgraph.config import get_config
from ..utils.github_app import get_github_app_installation_token
from ..utils.github_comments import _fetch_paginated
def get_pr_review_comments(
pr_number: int,
repo_owner: str | None = None,
repo_name: str | None = None,
) -... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/linear_create_issue.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.477238 | import asyncio
from typing import Any
from ..utils.linear import create_issue
def linear_create_issue(
team_id: str,
title: str,
description: str | None = None,
assignee_id: str | None = None,
priority: int | None = None,
state_id: str | None = None,
label_ids: list[str] | None = None,
... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/linear_delete_issue.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.478226 | import asyncio
from typing import Any
from ..utils.linear import delete_issue
def linear_delete_issue(issue_id: str) -> dict[str, Any]:
"""Delete a Linear issue.
Args:
issue_id: The Linear issue UUID to delete.
Returns:
Dictionary with 'success' bool.
"""
return asyncio.run(dele... |
langchain-ai/open-swe | https://github.com/langchain-ai/open-swe | null | null | null | null | 9,710 | null | null | mit | null | null | null | null | null | null | null | agent/tools/get_branch_name.py | null | null | null | null | null | null | Python | 2026-05-04T02:04:11.479764 | from typing import Any
from langgraph.config import get_config
def get_branch_name() -> dict[str, Any]:
"""Return the git branch name for this thread.
Returns the branch_name from thread metadata if set,
otherwise falls back to open-swe/{thread_id}.
"""
config = get_config()
metadata = confi... |
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