repo stringlengths 7 90 | file_url stringlengths 81 315 | file_path stringlengths 4 228 | content stringlengths 0 32.8k | language stringclasses 1
value | license stringclasses 7
values | commit_sha stringlengths 40 40 | retrieved_at stringdate 2026-01-04 14:38:15 2026-01-05 02:33:18 | truncated bool 2
classes |
|---|---|---|---|---|---|---|---|---|
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/work.py | inference/worker/work.py | import re
from concurrent import futures
import chat_chain
import interface
import requests
import transformers
import utils
import websocket
from chat_chain_prompts import (
ASSISTANT_PREFIX,
CUSTOM_INSTRUCTIONS_PREFIX,
END_SEQ,
OBSERVATION_SEQ,
START_SEQ,
THOUGHT_SEQ,
)
from loguru import log... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/basic_hf_server.py | inference/worker/basic_hf_server.py | """
Basic FastAPI server to serve models using HuggingFace Transformers library.
This is an alternative to running the HuggingFace `text-generation-inference` (tgi) server.
"""
import sys
import threading
from queue import Queue
import fastapi
import hf_stopping
import hf_streamer
import interface
import torch
import... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/download_model.py | inference/worker/download_model.py | import os
import signal
import sys
import transformers
def terminate(signum, frame):
print("Terminating...")
sys.exit(0)
if __name__ == "__main__":
signal.signal(signal.SIGINT, terminate)
model_id = os.getenv("MODEL_ID")
if "llama" in model_id.lower():
transformers.LlamaTokenizer.from_p... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/openapi_parser.py | inference/worker/openapi_parser.py | import json
from urllib.parse import urlsplit
import requests
import yaml
from loguru import logger
from oasst_shared.schemas import inference
def fetch_openapi_spec(url):
response = requests.get(url)
if response.status_code != 200:
raise Exception(f"Failed to fetch data from URL: {url}. Status code:... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/get_model_config_prop.py | inference/worker/get_model_config_prop.py | import sys
from oasst_shared import model_configs
from settings import settings
if __name__ == "__main__":
model_config = model_configs.MODEL_CONFIGS.get(settings.model_config_name)
if model_config is None:
print(f"Unknown model config name: {settings.model_config_name}")
sys.exit(2)
if le... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/hf_langchain_inference.py | inference/worker/hf_langchain_inference.py | import interface
import utils
from langchain.llms.base import LLM
class HFInference(LLM):
"""LangChain LLM implementation which uses the HF inference server configured in the worker settings."""
max_new_tokens: int = 512
top_k: int | None = None
top_p: float | None = None
typical_p: float | None ... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/chat_chain.py | inference/worker/chat_chain.py | import datetime
import interface
import transformers
import utils
import websocket
from chat_chain_prompts import (
ASSISTANT_PREFIX,
CUSTOM_INSTRUCTIONS_PREFIX,
HUMAN_PREFIX,
JSON_FORMAT_NO_PAYLOAD,
JSON_FORMAT_PAYLOAD,
OBSERVATION_SEQ,
PREFIX,
SUFFIX,
THOUGHT_SEQ,
)
from chat_chai... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/__main__.py | inference/worker/__main__.py | import concurrent.futures
import signal
import sys
import time
from contextlib import closing
import pydantic
import transformers
import utils
import websocket
import work
from loguru import logger
from oasst_shared import model_configs
from oasst_shared.schemas import inference
from settings import settings
def ter... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/interface.py | inference/worker/interface.py | from typing import Literal
import pydantic
from oasst_shared.schemas import inference
class GenerateStreamParameters(pydantic.BaseModel):
max_new_tokens: int = 1024
do_sample: bool = True
top_k: int | None = None
top_p: float | None = None
typical_p: float | None = None
temperature: float | N... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/utils.py | inference/worker/utils.py | import collections
import random
import threading
import time
from typing import Iterable, Literal
import interface
import lorem
import pydantic
import requests
import sseclient
import transformers
import websocket
from loguru import logger
from oasst_shared.schemas import inference
from settings import settings
shar... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/download_model_hf.py | inference/worker/download_model_hf.py | import os
import signal
import sys
from pathlib import Path
import huggingface_hub
def terminate(signum, frame):
print("Terminating...")
sys.exit(0)
if __name__ == "__main__":
signal.signal(signal.SIGINT, terminate)
model_id = os.getenv("MODEL_ID")
snapshot_dir = Path(huggingface_hub.snapshot_d... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/settings.py | inference/worker/settings.py | import pydantic
class Settings(pydantic.BaseSettings):
backend_url: str = "ws://localhost:8000"
model_config_name: str = "distilgpt2"
inference_server_url: str = "http://localhost:8001"
inference_server_route: str = "/generate_stream"
safety_server_url: str = "http://localhost:8002"
api_key: s... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/chat_chain_prompts.py | inference/worker/chat_chain_prompts.py | ASSISTANT_PREFIX = "Open Assistant"
HUMAN_PREFIX = "Human"
OBSERVATION_SEQ = "Observation:"
THOUGHT_SEQ = "Thought:"
START_SEQ = "Begin!"
END_SEQ = "End!"
CUSTOM_INSTRUCTIONS_PREFIX = """The following details have been shared by the user about themselves. This user profile appears to you in every conversation they eng... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/chat_chain_utils.py | inference/worker/chat_chain_utils.py | import json
import re
from typing import Callable
import requests
import transformers
from chat_chain_prompts import INSTRUCTIONS, OBSERVATION_SEQ, TOOLS_PREFIX
from hf_langchain_inference import HFInference
from langchain.agents import Tool
from langchain.memory import ConversationBufferMemory
from langchain.prompts ... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/hf_streamer.py | inference/worker/hf_streamer.py | import typing
import transformers
from loguru import logger
class Printer(typing.Protocol):
def __call__(self, value: int) -> None:
...
def _unpack(value):
if len(value.shape) > 1 and value.shape[0] > 1:
raise ValueError("HFStreamer only supports batch size 1")
elif len(value.shape) > 1... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/worker/hf_stopping.py | inference/worker/hf_stopping.py | import torch
from tokenizers import Tokenizer
from transformers import StoppingCriteria
class SequenceStoppingCriteria(StoppingCriteria):
"""Enables automatic stopping of model text generation when specific text sequences are generated."""
def __init__(
self,
tokenizer: Tokenizer,
sto... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/text-client/__main__.py | inference/text-client/__main__.py | """Simple REPL frontend."""
import time
import text_client_utils as utils
import typer
from loguru import logger
app = typer.Typer()
@app.command()
def main(backend_url: str = "http://127.0.0.1:8000", model_config_name="distilgpt2", username="test1"):
"""Simple REPL client."""
while True:
try:
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/text-client/text_client_utils.py | inference/text-client/text_client_utils.py | import json
import requests
import sseclient
from loguru import logger
class DebugClient:
def __init__(self, backend_url, http_client=requests):
self.backend_url = backend_url
self.http_client = http_client
self.auth_headers = None
self.available_models = self.get_available_models... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/tests/locust/locustfile.py | inference/tests/locust/locustfile.py | import random
import string
import sys
import time
from pathlib import Path
from locust import HttpUser, between, task
sys.path.append(str(Path(__file__).parent.parent.parent / "text-client"))
import text_client_utils as utils # noqa: E402
class ChatUser(HttpUser):
wait_time = between(1, 2)
conversation_le... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/export.py | inference/server/export.py | """Script to facilitate exporting chat data from the server database."""
import argparse
import asyncio
import contextlib
import datetime as dt
import gzip
import json
import sys
from collections import defaultdict
from pathlib import Path
from typing import Any, TextIO
import sqlalchemy
import sqlmodel
from fastapi.... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/main.py | inference/server/main.py | import asyncio
import math
import signal
import sys
import fastapi
import redis.asyncio as redis
import sqlmodel
from fastapi.middleware.cors import CORSMiddleware
from fastapi_limiter import FastAPILimiter
from loguru import logger
from oasst_inference_server import database, deps, models, plugins
from oasst_inferenc... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/user_chat_repository.py | inference/server/oasst_inference_server/user_chat_repository.py | import fastapi
import pydantic
import sqlalchemy.orm
import sqlmodel
from loguru import logger
from oasst_inference_server import database, models
from oasst_inference_server.settings import settings
from oasst_shared.schemas import inference
class UserChatRepository(pydantic.BaseModel):
"""Wrapper around a datab... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/deps.py | inference/server/oasst_inference_server/deps.py | import contextlib
import fastapi
import redis.asyncio as redis
from fastapi import Depends
from fastapi_limiter.depends import RateLimiter
from oasst_inference_server import auth
from oasst_inference_server.chat_repository import ChatRepository
from oasst_inference_server.database import AsyncSession, get_async_sessio... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/admin.py | inference/server/oasst_inference_server/admin.py | """Logic related to admin actions."""
import fastapi
from loguru import logger
from oasst_inference_server import database, models
from oasst_shared import utils as shared_utils
async def delete_user_from_db(session: database.AsyncSession, user_id: str):
"""Deletes a user."""
logger.info(f"Deleting user {use... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/plugin_utils.py | inference/server/oasst_inference_server/plugin_utils.py | import asyncio
import json
import aiohttp
import yaml
from aiohttp.client_exceptions import ClientConnectorError, ServerTimeoutError
from fastapi import HTTPException
from loguru import logger
from oasst_shared.schemas import inference
async def attempt_fetch_plugin(session: aiohttp.ClientSession, url: str, timeout:... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/chat_repository.py | inference/server/oasst_inference_server/chat_repository.py | import datetime
import fastapi
import pydantic
import sqlalchemy.orm
import sqlmodel
from loguru import logger
from oasst_inference_server import database, models
from oasst_inference_server.schemas import chat as chat_schema
from oasst_inference_server.settings import settings
from oasst_shared.schemas import inferen... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/worker_utils.py | inference/server/oasst_inference_server/worker_utils.py | import enum
import uuid
import fastapi
import pydantic
import sqlalchemy.orm
import sqlmodel
from fastapi import Depends
from loguru import logger
from oasst_inference_server import database, deps, models
from oasst_shared.schemas import inference
class WorkerSessionStatus(str, enum.Enum):
waiting = "waiting"
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/queueing.py | inference/server/oasst_inference_server/queueing.py | import redis.asyncio as redis
from oasst_inference_server.settings import settings
class QueueFullException(Exception):
pass
class RedisQueue:
def __init__(
self,
redis_client: redis.Redis,
queue_id: str,
expire: int | None = None,
with_counter: bool = False,
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/database.py | inference/server/oasst_inference_server/database.py | import json
from pathlib import Path
import alembic.command
import alembic.config
import pydantic.json
from loguru import logger
from oasst_inference_server.schemas import chat as chat_schema
from oasst_inference_server.settings import settings
from oasst_shared.schemas import inference
from sqlalchemy.ext.asyncio imp... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/settings.py | inference/server/oasst_inference_server/settings.py | from typing import Any
import pydantic
def split_keys_string(keys: str | None):
if not keys:
return []
return list(filter(bool, keys.split(",")))
class Settings(pydantic.BaseSettings):
PROJECT_NAME: str = "open-assistant inference server"
redis_host: str = "localhost"
redis_port: int = ... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/compliance.py | inference/server/oasst_inference_server/compliance.py | """Logic related to worker compliance checks, which seek to ensure workers do not produce malicious responses."""
import datetime
from typing import cast
import fastapi
import sqlmodel
from loguru import logger
from oasst_inference_server import database, deps, models, worker_utils
from oasst_inference_server.setting... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/__init__.py | inference/server/oasst_inference_server/__init__.py | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false | |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/chat_utils.py | inference/server/oasst_inference_server/chat_utils.py | from oasst_inference_server.settings import settings
from oasst_shared import model_configs
def get_model_config(model_config_name: str) -> model_configs.ModelConfig:
"""Get a `ModelConfig` by its name. See `oasst_shared.model_configs`."""
if settings.allowed_model_config_names != "*":
if model_config... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/auth.py | inference/server/oasst_inference_server/auth.py | """Logic related to authorization actions."""
import hashlib
import json
from datetime import datetime, timedelta
import sqlmodel
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.kdf.hkdf import HKDF
from fastapi import HTTPException, Security
from fastapi.security import APIKeyHe... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/schemas/chat.py | inference/server/oasst_inference_server/schemas/chat.py | import datetime
from typing import Annotated, Literal, Union
import pydantic
from oasst_shared.schemas import inference
class CreatePrompterMessageRequest(pydantic.BaseModel):
parent_id: str | None = None
content: str = pydantic.Field(..., repr=False)
class CreateAssistantMessageRequest(pydantic.BaseModel)... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/schemas/worker.py | inference/server/oasst_inference_server/schemas/worker.py | import pydantic
class CreateWorkerRequest(pydantic.BaseModel):
name: str
trusted: bool = False
class WorkerRead(pydantic.BaseModel):
id: str
name: str
api_key: str
trusted: bool
class Config:
orm_mode = True
| python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/schemas/__init__.py | inference/server/oasst_inference_server/schemas/__init__.py | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false | |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/schemas/auth.py | inference/server/oasst_inference_server/schemas/auth.py | import json
from base64 import b64decode
import pydantic
from pydantic import validator
class TrustedClient(pydantic.BaseModel):
api_key: str
client: str # "website", "discord", or similar
user_id: str # the id of the user in the data backend
provider_account_id: str # id of the user in the client... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/admin.py | inference/server/oasst_inference_server/routes/admin.py | import fastapi
import sqlmodel
from fastapi import Depends, HTTPException, Security
from loguru import logger
from oasst_inference_server import admin, auth, database, deps, models
from oasst_inference_server.schemas import worker as worker_schema
from oasst_inference_server.settings import settings
router = fastapi.A... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/account.py | inference/server/oasst_inference_server/routes/account.py | import fastapi
from fastapi import Depends
from oasst_inference_server import admin, auth, database, deps
router = fastapi.APIRouter(
prefix="/account",
tags=["account"],
)
@router.delete("/")
async def handle_account_deletion(
user_id: str = Depends(auth.get_current_user_id),
session: database.Async... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/configs.py | inference/server/oasst_inference_server/routes/configs.py | import fastapi
import pydantic
from fastapi import HTTPException
from loguru import logger
from oasst_inference_server import plugin_utils
from oasst_inference_server.plugins import plugin_apps
from oasst_inference_server.settings import settings
from oasst_shared import model_configs
from oasst_shared.schemas import i... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/workers.py | inference/server/oasst_inference_server/routes/workers.py | import asyncio
import datetime
from typing import cast
import fastapi
import pydantic
import websockets.exceptions
from loguru import logger
from oasst_inference_server import chat_repository, database, deps, models, queueing, worker_utils
from oasst_inference_server.schemas import chat as chat_schema
from oasst_infer... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/chats.py | inference/server/oasst_inference_server/routes/chats.py | import asyncio
import base64
import fastapi
import pydantic
from fastapi import Depends, Query
from loguru import logger
from oasst_inference_server import auth, chat_utils, deps, models, queueing
from oasst_inference_server.schemas import chat as chat_schema
from oasst_inference_server.settings import settings
from o... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/routes/auth.py | inference/server/oasst_inference_server/routes/auth.py | import fastapi
import sqlmodel
from authlib.integrations.starlette_client import OAuth
from fastapi import Depends, HTTPException, Request, Security
from google.oauth2.credentials import Credentials
from googleapiclient.discovery import build
from loguru import logger
from oasst_inference_server import auth, database, ... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/models/chat.py | inference/server/oasst_inference_server/models/chat.py | import datetime
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from oasst_inference_server.schemas import chat as chat_schema
from oasst_shared.schemas import inference
from sqlmodel import Field, Relationship, SQLModel
from uuid_extensions import uuid7str
class DbMessage(SQLModel, table=True):
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/models/user.py | inference/server/oasst_inference_server/models/user.py | from uuid import uuid4
import sqlalchemy as sa
from sqlmodel import Field, Index, SQLModel
class DbUser(SQLModel, table=True):
__tablename__ = "user"
__table_args__ = (Index("provider", "provider_account_id", unique=True),)
id: str = Field(default_factory=lambda: str(uuid4()), primary_key=True)
pro... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/models/worker.py | inference/server/oasst_inference_server/models/worker.py | import datetime
import enum
from uuid import uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from loguru import logger
from oasst_inference_server.settings import settings
from oasst_shared.schemas import inference
from sqlmodel import Field, Relationship, SQLModel
from uuid_extensions import... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/models/__init__.py | inference/server/oasst_inference_server/models/__init__.py | from .chat import DbChat, DbMessage, DbMessageEval, DbReport
from .user import DbRefreshToken, DbUser
from .worker import DbWorker, DbWorkerComplianceCheck, DbWorkerEvent, WorkerEventType
__all__ = [
"DbChat",
"DbMessage",
"DbMessageEval",
"DbReport",
"DbRefreshToken",
"DbUser",
"DbWorker",... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/plugins/__init__.py | inference/server/oasst_inference_server/plugins/__init__.py | from oasst_inference_server.plugins.gale_pleaser.main import app as gale_pleaser
from oasst_inference_server.plugins.gale_roaster.main import app as gale_roaster
from oasst_inference_server.plugins.web_retriever.main import app as web_retriever
# dict of registered plugins
# The key defines a plugin's path which will ... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/plugins/gale_roaster/main.py | inference/server/oasst_inference_server/plugins/gale_roaster/main.py | import json
from pathlib import Path
from fastapi import FastAPI, Query, Request, Response
from fastapi.middleware.cors import CORSMiddleware
from fastapi.openapi.utils import get_openapi
folder_path = Path(__file__).parent
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_c... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/plugins/gale_pleaser/main.py | inference/server/oasst_inference_server/plugins/gale_pleaser/main.py | import json
from pathlib import Path
from fastapi import FastAPI, Query, Request, Response
from fastapi.middleware.cors import CORSMiddleware
from fastapi.openapi.utils import get_openapi
from loguru import logger
folder_path = Path(__file__).parent
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/oasst_inference_server/plugins/web_retriever/main.py | inference/server/oasst_inference_server/plugins/web_retriever/main.py | import codecs
import io
import json
import re
from pathlib import Path
import aiohttp
import PyPDF2
import yaml
from bs4 import BeautifulSoup
from fastapi import FastAPI, Query, Request, Response
from fastapi.middleware.cors import CORSMiddleware
from fastapi.openapi.utils import get_openapi
from fastapi.responses imp... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/env.py | inference/server/alembic/env.py | import asyncio
from logging.config import fileConfig
import sqlmodel
from alembic import context
from loguru import logger
from oasst_inference_server import models # noqa: F401
from sqlalchemy import engine_from_config, pool, text
from sqlalchemy.ext.asyncio import AsyncEngine
# this is the Alembic Config object, w... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_04_24_2130-401eef162771_add_chat_data_opt_out_field.py | inference/server/alembic/versions/2023_04_24_2130-401eef162771_add_chat_data_opt_out_field.py | """Add chat data opt out field
Revision ID: 401eef162771
Revises: b66fd8f9da1f
Create Date: 2023-04-24 21:30:19.947411
"""
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision = "401eef162771"
down_revision = "b66fd8f9da1f"
branch_labels = None
depends_on = None
def upgr... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_03_12_1742-7d5be54acd49_initial_revision.py | inference/server/alembic/versions/2023_03_12_1742-7d5be54acd49_initial_revision.py | """initial revision
Revision ID: 7d5be54acd49
Revises:
Create Date: 2023-03-12 17:42:42.807459
"""
import sqlalchemy as sa
import sqlmodel
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision = "7d5be54acd49"
down_revision = None
branch_labels = None
dep... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_05_29_1551-5ed411a331f4_add_active_thread_tail_messsage_id_and_.py | inference/server/alembic/versions/2023_05_29_1551-5ed411a331f4_add_active_thread_tail_messsage_id_and_.py | """add_active_thread_tail_messsage_id_and_message_eval
Revision ID: 5ed411a331f4
Revises: 5b4211625a9f
Create Date: 2023-05-29 15:51:41.857262
"""
import sqlalchemy as sa
import sqlmodel
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision = "5ed411a331f... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_04_14_1611-b66fd8f9da1f_add_hidden_field_to_chats.py | inference/server/alembic/versions/2023_04_14_1611-b66fd8f9da1f_add_hidden_field_to_chats.py | """Add hidden field to chats
Revision ID: b66fd8f9da1f
Revises: f0e18084aae4
Create Date: 2023-04-14 16:11:35.361507
"""
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision = "b66fd8f9da1f"
down_revision = "f0e18084aae4"
branch_labels = None
depends_on = None
def upgrad... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_03_21_2116-629d5081160f_changed_worker_config_to_worker_info.py | inference/server/alembic/versions/2023_03_21_2116-629d5081160f_changed_worker_config_to_worker_info.py | """changed worker config to worker info
Revision ID: 629d5081160f
Revises: 7d5be54acd49
Create Date: 2023-03-21 21:16:57.999842
"""
import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision = "629d5081160f"
down_revision = "7d5be54acd4... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_05_01_2253-5b4211625a9f_added_used_plugin_to_message.py | inference/server/alembic/versions/2023_05_01_2253-5b4211625a9f_added_used_plugin_to_message.py | """added used plugin to message
Revision ID: 5b4211625a9f
Revises: ea19bbc743f9
Create Date: 2023-05-01 22:53:16.297495
"""
import sqlalchemy as sa
from alembic import op
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision = "5b4211625a9f"
down_revision = "ea19bbc743f9"
branc... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_04_29_1739-ea19bbc743f9_add_safe_content_to_message.py | inference/server/alembic/versions/2023_04_29_1739-ea19bbc743f9_add_safe_content_to_message.py | """Add safe_content to message
Revision ID: ea19bbc743f9
Revises: 401eef162771
Create Date: 2023-04-14 22:37:41.373382
"""
import sqlalchemy as sa
import sqlmodel
from alembic import op
# revision identifiers, used by Alembic.
revision = "ea19bbc743f9"
down_revision = "401eef162771"
branch_labels = None
depends_on =... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_04_12_2033-f0e18084aae4_add_deleted_field_to_user.py | inference/server/alembic/versions/2023_04_12_2033-f0e18084aae4_add_deleted_field_to_user.py | """Add deleted field to user
Revision ID: f0e18084aae4
Revises: 78f16015b904
Create Date: 2023-04-12 20:33:28.239793
"""
import sqlalchemy as sa
from alembic import op
# revision identifiers, used by Alembic.
revision = "f0e18084aae4"
down_revision = "78f16015b904"
branch_labels = None
depends_on = None
def upgrad... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/server/alembic/versions/2023_03_22_2113-78f16015b904_add_refresh_token_table.py | inference/server/alembic/versions/2023_03_22_2113-78f16015b904_add_refresh_token_table.py | """Add refresh token table
Revision ID: 78f16015b904
Revises: 629d5081160f
Create Date: 2023-03-22 21:13:41.411718
"""
import sqlalchemy as sa
import sqlmodel
from alembic import op
# revision identifiers, used by Alembic.
revision = "78f16015b904"
down_revision = "629d5081160f"
branch_labels = None
depends_on = Non... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/safety/main.py | inference/safety/main.py | """
A simple FastAPI server which serves a `blade2blade2` safety model.
See https://github.com/LAION-AI/blade2blade for context.
"""
import asyncio
from concurrent.futures import ThreadPoolExecutor
import fastapi
import uvicorn
from blade2blade import Blade2Blade
from loguru import logger
from oasst_shared.schemas i... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/inference/safety/settings.py | inference/safety/settings.py | import pydantic
class Settings(pydantic.BaseSettings):
# HuggingFace model ID for the model to load in blade2blade
safety_model_name: str = "shahules786/blade2blade-t5-base"
settings = Settings()
| python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/notebooks/data-augmentation/anthropic/trainer.py | notebooks/data-augmentation/anthropic/trainer.py | import numpy as np
from datasets import load_dataset
from sklearn.metrics import f1_score
from torch.utils.data import Dataset
from transformers import AutoModelForSequenceClassification, AutoTokenizer, Trainer, TrainingArguments
MAXLEN = 128
BATCH_SIZE = 128
MODEL = "roberta-base"
LABEL2ID = {
"__casual__": 0,
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/model_configs.py | oasst-shared/oasst_shared/model_configs.py | import pydantic
class ModelConfig(pydantic.BaseModel):
model_id: str
max_input_length: int = 512
max_total_length: int = 1024
quantized: bool = False
@property
def is_llama(self) -> bool:
return "llama" in self.model_id.lower()
@property
def is_lorem(self) -> bool:
re... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/api_client.py | oasst-shared/oasst_shared/api_client.py | """API Client for interacting with the OASST backend."""
import enum
import typing as t
from http import HTTPStatus
from typing import Optional, Type
from uuid import UUID
import aiohttp
from loguru import logger
from oasst_shared.exceptions.oasst_api_error import OasstError, OasstErrorCode
from oasst_shared.schemas i... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/utils.py | oasst-shared/oasst_shared/utils.py | import hashlib
import time
from datetime import datetime, timezone
from functools import wraps
from loguru import logger
DELETED_USER_DISPLAY_NAME = "Deleted User"
DELETED_USER_ID_PREFIX = "deleted_"
def utcnow() -> datetime:
"""Return the current utc date and time with tzinfo set to UTC."""
return datetime... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/__init__.py | oasst-shared/oasst_shared/__init__.py | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false | |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/schemas/inference.py | oasst-shared/oasst_shared/schemas/inference.py | import enum
import platform
import random
import uuid
from datetime import datetime
from typing import Annotated, Literal, Union
import psutil
import pydantic
import pynvml
from oasst_shared.model_configs import ModelConfig
INFERENCE_PROTOCOL_VERSION = "1"
class WorkerGpuInfo(pydantic.BaseModel):
name: str
... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/schemas/__init__.py | oasst-shared/oasst_shared/schemas/__init__.py | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false | |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/schemas/protocol.py | oasst-shared/oasst_shared/schemas/protocol.py | import enum
from datetime import datetime
from typing import List, Literal, Optional, Union
from uuid import UUID, uuid4
import pydantic
from oasst_shared.exceptions import OasstErrorCode
from pydantic import BaseModel, Field, conint, conlist, constr
class TaskRequestType(str, enum.Enum):
random = "random"
s... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/exceptions/oasst_api_error.py | oasst-shared/oasst_shared/exceptions/oasst_api_error.py | from enum import IntEnum
from http import HTTPStatus
class OasstErrorCode(IntEnum):
"""
Error codes of the Open-Assistant backend API.
Ranges:
0-1000: general errors
1000-2000: tasks endpoint
2000-3000: prompt_repository, task_repository, user_repository
3000-4000: external res... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/oasst_shared/exceptions/__init__.py | oasst-shared/oasst_shared/exceptions/__init__.py | # Ignore unused imports; these are re-exported
from .oasst_api_error import OasstError as OasstError # noqa: F401
from .oasst_api_error import OasstErrorCode as OasstErrorCode # noqa: F401
| python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/tests/__init__.py | oasst-shared/tests/__init__.py | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false | |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/oasst-shared/tests/test_oasst_api_client.py | oasst-shared/tests/test_oasst_api_client.py | from typing import Any
from unittest import mock
from uuid import uuid4
import aiohttp
import pytest
from oasst_shared.api_client import OasstApiClient
from oasst_shared.exceptions import OasstError, OasstErrorCode
from oasst_shared.schemas import protocol as protocol_schema
@pytest.fixture
def oasst_api_client_mock... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/yank-old-versions.py | scripts/yank-old-versions.py | import requests
from packaging import version
from packaging.specifiers import SpecifierSet
def get_versions_supporting_python38_or_lower(package_name):
url = f"https://pypi.org/pypi/{package_name}/json"
response = requests.get(url)
if response.status_code != 200:
print(f"Failed to fetch data for ... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/redact-cast.py | scripts/redact-cast.py | #!/usr/bin/env python3
import json
import sys
import pyte
from tqdm import tqdm
from aider.dump import dump # noqa
def main():
if len(sys.argv) != 3:
print(f"Usage: {sys.argv[0]} input_cast_file output_cast_file")
sys.exit(1)
input_file = sys.argv[1]
output_file = sys.argv[2]
# Co... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/versionbump.py | scripts/versionbump.py | #!/usr/bin/env python
import argparse
import datetime
import os
import re
import subprocess
import sys
from packaging import version
# Function to check if we are on the main branch
def check_branch():
branch = subprocess.run(
["git", "rev-parse", "--abbrev-ref", "HEAD"], capture_output=True, text=True
... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/my_models.py | scripts/my_models.py | #!/usr/bin/env python3
import json
from collections import defaultdict, deque
from pathlib import Path
def collect_model_stats(n_lines=1000):
"""Collect model usage statistics from the analytics file."""
analytics_path = Path.home() / ".aider" / "analytics.jsonl"
model_stats = defaultdict(int)
with ... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/clean_metadata.py | scripts/clean_metadata.py | #!/usr/bin/env python
import difflib
import json
import re
from pathlib import Path
import json5
def find_block_lines(lines, key_to_remove):
"""Finds the start and end line indices for a top-level key's block."""
start_line_idx = -1
# Regex to find the line starting the key definition, allowing for whit... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/tsl_pack_langs.py | scripts/tsl_pack_langs.py | #!/usr/bin/env python3
import json
import os
import sys
import time
import requests
def get_default_branch(owner, repo):
"""Get the default branch of a GitHub repository using the API."""
api_url = f"https://api.github.com/repos/{owner}/{repo}"
try:
response = requests.get(api_url)
respo... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/homepage.py | scripts/homepage.py | #!/usr/bin/env python3
import argparse
import json
import os
import sys
import time
from datetime import datetime
import requests
import yaml
from dotenv import load_dotenv
from google.cloud import bigquery
from google.oauth2 import service_account
TOKENS_PER_WEEK = "15B"
# Badge tooltip texts
GITHUB_STARS_TOOLTIP ... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/__init__.py | scripts/__init__.py | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false | |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/history_prompts.py | scripts/history_prompts.py | history_prompt = """
Update the history markdown doc with changes shown in the diffs.
Succinctly describe actual user-facing changes, not every single commit or detail that was made implementing them.
Only add new items not already listed in the history markdown.
Do NOT edit or update existing history entries.
Do NOT ... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/dl_icons.py | scripts/dl_icons.py | #!/usr/bin/env python3
"""
Download Material Design Icons SVGs used in the README and save to local assets.
"""
from pathlib import Path
import requests
# Create the directory if it doesn't exist
ICONS_DIR = Path("aider/website/assets/icons")
ICONS_DIR.mkdir(parents=True, exist_ok=True)
# Icons used in the README.m... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/recording_audio.py | scripts/recording_audio.py | #!/usr/bin/env python3
"""
Generate TTS audio files for recording commentary using OpenAI's API.
Usage: python scripts/recording_audio.py path/to/recording.md
"""
import argparse
import json
import os
import re
import subprocess
import tempfile
from pathlib import Path
import requests
from dotenv import load_dotenv
... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/30k-image.py | scripts/30k-image.py | #!/usr/bin/env python
# flake8: noqa: E501
"""
Generate a celebratory SVG image for Aider reaching 30,000 GitHub stars.
This creates a shareable social media graphic with confetti animation.
"""
import argparse
import base64
import math
import random
from pathlib import Path
# Default colors for the celebration image... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/blame.py | scripts/blame.py | #!/usr/bin/env python3
import argparse
import os
import subprocess
import sys
from collections import defaultdict
from datetime import datetime
from operator import itemgetter
import semver
import yaml
from tqdm import tqdm
website_files = [
"aider/website/index.html",
"aider/website/share/index.md",
"ai... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/update-history.py | scripts/update-history.py | #!/usr/bin/env python3
import os
import re
import subprocess
import sys
import tempfile
from history_prompts import history_prompt
def get_latest_version_from_history():
with open("HISTORY.md", "r") as f:
history_content = f.read()
# Find most recent version header
match = re.search(r"### Aider... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/logo_svg.py | scripts/logo_svg.py | #!/usr/bin/env python3
"""
Script to generate an SVG logo for Aider with embedded font.
Reads the Glass_TTY_VT220.ttf font, subsets it to only include the letters needed,
and creates an SVG with the word "aider" in terminal green (#14b014) on a transparent background.
"""
import argparse
import base64
import os
import... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/scripts/issues.py | scripts/issues.py | #!/usr/bin/env python3
import argparse
import os
import re
from collections import defaultdict
from datetime import datetime
import requests
from dotenv import load_dotenv
from tqdm import tqdm
def has_been_reopened(issue_number):
timeline_url = f"{GITHUB_API_URL}/repos/{REPO_OWNER}/{REPO_NAME}/issues/{issue_nu... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/prompts.py | aider/prompts.py | # flake8: noqa: E501
# COMMIT
# Conventional Commits text adapted from:
# https://www.conventionalcommits.org/en/v1.0.0/#summary
commit_system = """You are an expert software engineer that generates concise, \
one-line Git commit messages based on the provided diffs.
Review the provided context and diffs which are a... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/help_pats.py | aider/help_pats.py | # This needs to sync with MANIFEST.in
exclude_website_pats = [
"**/.DS_Store",
"examples/**",
"_posts/**",
"HISTORY.md",
"docs/benchmarks*md",
"docs/ctags.md",
"docs/unified-diffs.md",
"docs/leaderboards/index.md",
"assets/**",
".jekyll-metadata",
"Gemfile.lock",
"Gemfil... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/voice.py | aider/voice.py | import math
import os
import queue
import tempfile
import time
import warnings
from prompt_toolkit.shortcuts import prompt
from aider.llm import litellm
from .dump import dump # noqa: F401
warnings.filterwarnings(
"ignore", message="Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work"
)
war... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/report.py | aider/report.py | import os
import platform
import subprocess
import sys
import traceback
import urllib.parse
import webbrowser
from aider import __version__
from aider.urls import github_issues
from aider.versioncheck import VERSION_CHECK_FNAME
FENCE = "`" * 3
def get_python_info():
implementation = platform.python_implementati... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/watch_prompts.py | aider/watch_prompts.py | watch_code_prompt = """
I've written your instructions in comments in the code and marked them with "ai"
You can see the "AI" comments shown below (marked with █).
Find them in the code files I've shared with you, and follow their instructions.
After completing those instructions, also be sure to remove all the "AI" c... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/deprecated.py | aider/deprecated.py | def add_deprecated_model_args(parser, group):
"""Add deprecated model shortcut arguments to the argparse parser."""
opus_model = "claude-3-opus-20240229"
group.add_argument(
"--opus",
action="store_true",
help=f"Use {opus_model} model for the main chat (deprecated, use --model)",
... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/history.py | aider/history.py | import argparse
from aider import models, prompts
from aider.dump import dump # noqa: F401
class ChatSummary:
def __init__(self, models=None, max_tokens=1024):
if not models:
raise ValueError("At least one model must be provided")
self.models = models if isinstance(models, list) else... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
Aider-AI/aider | https://github.com/Aider-AI/aider/blob/1354e0bfa4847c1a71b9eea7374847a786d81c1b/aider/scrape.py | aider/scrape.py | #!/usr/bin/env python
import re
import sys
import pypandoc
from aider import __version__, urls, utils
from aider.dump import dump # noqa: F401
aider_user_agent = f"Aider/{__version__} +{urls.website}"
# Playwright is nice because it has a simple way to install dependencies on most
# platforms.
def check_env():
... | python | Apache-2.0 | 1354e0bfa4847c1a71b9eea7374847a786d81c1b | 2026-01-04T14:40:53.305258Z | false |
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