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/model/model_eval/manual/create_synth_import.py | model/model_eval/manual/create_synth_import.py | import argparse
import json
import random
import re
import sys
from uuid import uuid4
import pydantic
from oasst_data import ExportMessageNode, ExportMessageTree
from sampling_report import SamplingReport
def filter_text(s: str) -> str:
m = re.search(
r"\</?prefix\>|\<human\>|\<\|endoftext\|\>|\<\|prompt... | 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/text-frontend/__main__.py | text-frontend/__main__.py | """Simple REPL frontend."""
import http
import random
import requests
import typer
app = typer.Typer()
# debug constants
USER = {"id": "1234", "display_name": "John Doe", "auth_method": "local"}
def _random_message_id():
return str(random.randint(1000, 9999))
def _render_message(message: dict) -> 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/text-frontend/auto_main.py | text-frontend/auto_main.py | """Simple REPL frontend."""
import http
import random
from uuid import uuid4
import requests
import typer
from faker import Faker
app = typer.Typer()
fake = Faker()
def _random_message_id():
return str(uuid4())
def _render_message(message: dict) -> str:
"""Render a message to the user."""
if message[... | 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-data/examples/tree_to_messages.py | oasst-data/examples/tree_to_messages.py | import argparse
from oasst_data import ExportMessageNode, read_message_trees, visit_messages_depth_first, write_messages
def parse_args():
parser = argparse.ArgumentParser(description="tree_to_messages")
parser.add_argument(
"input_file_name",
type=str,
help="path to input .jsonl or .... | 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-data/examples/filter_messages.py | oasst-data/examples/filter_messages.py | import argparse
import json
from oasst_data import read_message_list, write_messages
from oasst_data.schemas import ExportMessageNode
from oasst_data.writer import open_jsonl_write
def parse_args():
parser = argparse.ArgumentParser(description="filter_messages")
parser.add_argument(
"input_file_name"... | 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-data/examples/clean_dataset.py | oasst-data/examples/clean_dataset.py | import argparse
from collections import OrderedDict
import pandas
from oasst_data.reader import read_message_trees
from oasst_data.schemas import ExportMessageNode, ExportMessageTree
from oasst_data.traversal import visit_messages_depth_first
from oasst_data.writer import write_message_trees
def parse_args():
pa... | 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-data/examples/filter_trees.py | oasst-data/examples/filter_trees.py | import argparse
from oasst_data import read_message_trees, write_message_trees
from oasst_data.schemas import ExportMessageTree
from oasst_data.traversal import visit_messages_depth_first
def parse_args():
parser = argparse.ArgumentParser(description="filter_tres")
parser.add_argument(
"input_file_na... | 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-data/examples/split_dataset.py | oasst-data/examples/split_dataset.py | import argparse
import random
from oasst_data import read_message_list, write_messages
def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument(
"--val_percent",
type=int,
default=5,
)
parser.add_argument(
"input_file_name",
type=str,
he... | 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-data/oasst_data/schemas.py | oasst-data/oasst_data/schemas.py | from __future__ import annotations
from datetime import datetime
from typing import Literal, Optional
from pydantic import BaseModel, conint
class LabelAvgValue(BaseModel):
value: float | None
count: int
LabelValues = dict[str, LabelAvgValue]
class ExportMessageEvent(BaseModel):
type: str
user_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-data/oasst_data/writer.py | oasst-data/oasst_data/writer.py | import gzip
import json
from datetime import datetime
from pathlib import Path
from typing import Iterable, TextIO
from oasst_data.schemas import ExportMessageNode, ExportMessageTree
def default_serializer(obj):
"""JSON serializer for objects not serializable by default json code"""
if isinstance(obj, dateti... | 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-data/oasst_data/reader.py | oasst-data/oasst_data/reader.py | import gzip
import json
from pathlib import Path
from typing import Callable, Iterable, Optional, TextIO
import pydantic
from datasets import load_dataset
from .schemas import ExportMessageNode, ExportMessageTree
def open_jsonl_read(input_file_path: str | Path) -> TextIO:
if not isinstance(input_file_path, Path... | 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-data/oasst_data/__init__.py | oasst-data/oasst_data/__init__.py | from oasst_data.reader import (
read_dataset_message_trees,
read_dataset_messages,
read_message_list,
read_message_tree_list,
read_message_trees,
read_messages,
)
from oasst_data.schemas import (
ExportMessageEvent,
ExportMessageEventEmoji,
ExportMessageEventRanking,
ExportMessag... | 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-data/oasst_data/traversal.py | oasst-data/oasst_data/traversal.py | from typing import Callable, Optional
from .schemas import ExportMessageNode
def visit_threads_depth_first(
node: ExportMessageNode,
visitor: Callable[[list[ExportMessageNode]], None],
predicate: Optional[Callable[[list[ExportMessageNode]], bool]] = None,
parents: list[ExportMessageNode] = 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/discord-bots/oa-bot-py/message_templates.py | discord-bots/oa-bot-py/message_templates.py | """Message templates for the discord bot."""
import typing
import jinja2
from loguru import logger
class MessageTemplates:
"""Create message templates for the discord bot."""
def __init__(self, template_dir: str = "./templates"):
self.env = jinja2.Environment( # noqa: S701
loader=jinja2... | 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/discord-bots/oa-bot-py/bot/__main__.py | discord-bots/oa-bot-py/bot/__main__.py | """Entry point for the bot."""
import logging
import os
from bot.bot import bot
from hikari.presences import Activity, ActivityType, Status
logger = logging.getLogger(__name__)
if __name__ == "__main__":
if os.name != "nt":
import uvloop
uvloop.install()
logger.info("Starting bot")
bot.... | 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/discord-bots/oa-bot-py/bot/utils.py | discord-bots/oa-bot-py/bot/utils.py | """Utility functions."""
import typing as t
from datetime import datetime
import hikari
def format_time(dt: datetime, fmt: t.Literal["t", "T", "D", "f", "F", "R"]) -> str:
"""Format a datetime object into the discord time format.
```
| t | HH:MM | 16:20
| T | HH:MM:SS | 16:20:11
... | 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/discord-bots/oa-bot-py/bot/settings.py | discord-bots/oa-bot-py/bot/settings.py | """Configuration for the bot."""
from pydantic import BaseSettings, Field
class Settings(BaseSettings):
"""Settings for the bot."""
bot_token: str = Field(env="BOT_TOKEN", default="")
declare_global_commands: int = Field(env="DECLARE_GLOBAL_COMMANDS", default=0)
owner_ids: list[int] = Field(env="OWNE... | 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/discord-bots/oa-bot-py/bot/__init__.py | discord-bots/oa-bot-py/bot/__init__.py | """The official Open-Assistant Discord Bot."""
| 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/discord-bots/oa-bot-py/bot/messages.py | discord-bots/oa-bot-py/bot/messages.py | """All user-facing messages and embeds.
When sending a conversation
- The function will return a list of strings
- use asyncio.gather to send all messages
-
"""
from datetime import datetime
import hikari
from oasst_shared.schemas import protocol as protocol_schema
NUMBER_EMOJIS = [":one:", ":two:", ":three:",... | 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/discord-bots/oa-bot-py/bot/bot.py | discord-bots/oa-bot-py/bot/bot.py | """Bot logic."""
from datetime import datetime
import aiosqlite
import hikari
import lightbulb
import miru
from bot.settings import Settings
from bot.utils import mention
from oasst_shared.api_client import OasstApiClient
settings = Settings()
# TODO: Revisit cache settings
bot = lightbulb.BotApp(
token=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/discord-bots/oa-bot-py/bot/extensions/work.py | discord-bots/oa-bot-py/bot/extensions/work.py | """Work plugin for collecting user data."""
import asyncio
import typing as t
from uuid import UUID
import hikari
import lightbulb
import lightbulb.decorators
import miru
from aiosqlite import Connection
from bot.messages import (
assistant_reply_messages,
confirm_label_response_message,
confirm_ranking_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/discord-bots/oa-bot-py/bot/extensions/hot_reload.py | discord-bots/oa-bot-py/bot/extensions/hot_reload.py | """Hot reload plugin."""
from glob import glob
import hikari
import lightbulb
from loguru import logger
plugin = lightbulb.Plugin(
"HotReloadPlugin",
)
plugin.add_checks(lightbulb.owner_only)
EXTENSIONS_FOLDER = "bot/extensions"
def _get_extensions() -> list[str]:
# Recursively get all the .py files in the... | 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/discord-bots/oa-bot-py/bot/extensions/text_labels.py | discord-bots/oa-bot-py/bot/extensions/text_labels.py | """Hot reload plugin."""
import typing as t
from datetime import datetime
import hikari
import lightbulb
import miru
from aiosqlite import Connection
from bot.db.schemas import GuildSettings
from loguru import logger
plugin = lightbulb.Plugin(
"TextLabels",
)
plugin.add_checks(lightbulb.guild_only) # Context men... | 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/discord-bots/oa-bot-py/bot/extensions/guild_settings.py | discord-bots/oa-bot-py/bot/extensions/guild_settings.py | """Guild settings."""
import hikari
import lightbulb
from aiosqlite import Connection
from bot.db.schemas import GuildSettings
from bot.utils import mention
from lightbulb.utils import permissions_in
from loguru import logger
plugin = lightbulb.Plugin("GuildSettings")
plugin.add_checks(lightbulb.guild_only)
plugin.add... | 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/discord-bots/oa-bot-py/bot/extensions/user_input_test.py | discord-bots/oa-bot-py/bot/extensions/user_input_test.py | """Task plugin for testing different data collection methods."""
# TODO: Delete this once user input method has been decided for final bot.
import asyncio
import typing as t
from datetime import datetime, timedelta
import hikari
import lightbulb
import lightbulb.decorators
import miru
from bot.utils import format_time... | 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/discord-bots/oa-bot-py/bot/extensions/__init__.py | discord-bots/oa-bot-py/bot/extensions/__init__.py | """Extensions for the bot.
See: https://hikari-lightbulb.readthedocs.io/en/latest/guides/extensions.html
"""
| 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/discord-bots/oa-bot-py/bot/extensions/help.py | discord-bots/oa-bot-py/bot/extensions/help.py | """Custom help command."""
import lightbulb
from bot.messages import help_message, tutorial_message
from bot.settings import Settings
from hikari.permissions import Permissions
from lightbulb.utils import permissions_for
plugin = lightbulb.Plugin("HelpPlugin")
settings = Settings()
@plugin.command
@lightbulb.comman... | 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/discord-bots/oa-bot-py/bot/db/schemas.py | discord-bots/oa-bot-py/bot/db/schemas.py | """Database schemas."""
import typing as t
from aiosqlite import Connection, Row
from pydantic import BaseModel
class GuildSettings(BaseModel):
"""Guild settings."""
guild_id: int
log_channel_id: int | None
@classmethod
def parse_obj(cls, obj: Row) -> "GuildSettings":
"""Deserialize a R... | 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/backend/import.py | backend/import.py | import argparse
import json
import sys
from pathlib import Path
from typing import Optional
from uuid import UUID
import oasst_backend.models.db_payload as db_payload
import oasst_backend.utils.database_utils as db_utils
import pydantic
from loguru import logger
from oasst_backend.api.deps import create_api_client
fro... | 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/backend/export.py | backend/export.py | import argparse
from pathlib import Path
from typing import List, Optional
from uuid import UUID
import sqlalchemy as sa
from loguru import logger
from oasst_backend.database import engine
from oasst_backend.models import Message, MessageEmoji, MessageReaction, MessageTreeState, TextLabels, db_payload
from oasst_backe... | 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/backend/update_message_attributes.py | backend/update_message_attributes.py | import time
from loguru import logger
from oasst_backend.models import ApiClient, Message
from oasst_backend.scheduled_tasks import hf_feature_extraction, toxicity
from oasst_backend.utils.database_utils import default_session_factory
from sqlmodel import text
def get_messageids_without_toxicity():
message_ids =... | 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/backend/main.py | backend/main.py | import json
from datetime import datetime
from http import HTTPStatus
from math import ceil
from pathlib import Path
from typing import Optional
import alembic.command
import alembic.config
import fastapi
import redis.asyncio as redis
from fastapi_limiter import FastAPILimiter
from fastapi_utils.tasks import repeat_ev... | 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/backend/rerank.py | backend/rerank.py | import argparse
from uuid import UUID
import oasst_backend.utils.database_utils as db_utils
from export import fetch_tree_ids
from loguru import logger
from oasst_backend.api.deps import create_api_client
from oasst_backend.database import engine
from oasst_backend.models.api_client import ApiClient
from oasst_backend... | 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/backend/tests/__init__.py | backend/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/backend/tests/test_settings.py | backend/tests/test_settings.py | from oasst_backend.config import Settings
def test_create_default_settings():
"""
Make sure we can create one of these
"""
Settings()
def test_construct_db_uri_from_dict():
"""
No URI provided? Construct one from the other settings
"""
settings = Settings(
POSTGRES_USER="myu... | 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/backend/tests/test_tree_manager_config.py | backend/tests/test_tree_manager_config.py | from oasst_backend.config import TreeManagerConfiguration
def test_tree_manager_config():
"""
Just test that we can create a config
"""
TreeManagerConfiguration()
| 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/backend/oasst_backend/user_repository.py | backend/oasst_backend/user_repository.py | from typing import Optional
from uuid import UUID
import oasst_backend.models as models
from oasst_backend.config import settings
from oasst_backend.models import ApiClient, User
from oasst_backend.utils.database_utils import CommitMode, managed_tx_method
from oasst_shared import utils as shared_utils
from oasst_share... | 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/backend/oasst_backend/journal_writer.py | backend/oasst_backend/journal_writer.py | import enum
from typing import Literal, Optional
from uuid import UUID
from oasst_backend.models import ApiClient, Journal, Task, User
from oasst_backend.models.payload_column_type import PayloadContainer, payload_type
from oasst_backend.utils.database_utils import CommitMode, managed_tx_method
from oasst_shared.utils... | 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/backend/oasst_backend/task_repository.py | backend/oasst_backend/task_repository.py | from datetime import datetime, timedelta
from typing import Optional
from uuid import UUID
import oasst_backend.models.db_payload as db_payload
from loguru import logger
from oasst_backend.config import settings
from oasst_backend.models import ApiClient, Task
from oasst_backend.models.payload_column_type import Paylo... | 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/backend/oasst_backend/celery_worker.py | backend/oasst_backend/celery_worker.py | import os
from celery import Celery
from loguru import logger
"""
To run the worker run `celery run -A oasst_backend.celery_worker worker -l INFO`
in the parent directory of this file, add -B to embed the beat scheduler inside
the worker.
"""
app = Celery(
"oasst_worker",
broker=os.environ.get("CELERY_BROKER_... | 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/backend/oasst_backend/scheduled_tasks.py | backend/oasst_backend/scheduled_tasks.py | from __future__ import absolute_import, unicode_literals
from datetime import timedelta
from typing import Any, Dict, List
from asgiref.sync import async_to_sync
from celery import shared_task
from loguru import logger
from oasst_backend.celery_worker import app
from oasst_backend.models import ApiClient, Message, Us... | 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/backend/oasst_backend/database.py | backend/oasst_backend/database.py | from oasst_backend.config import settings
from oasst_shared.exceptions import OasstError, OasstErrorCode
from sqlmodel import create_engine
if settings.DATABASE_URI is None:
raise OasstError("DATABASE_URI is not set", error_code=OasstErrorCode.DATABASE_URI_NOT_SET)
engine = create_engine(
settings.DATABASE_UR... | 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/backend/oasst_backend/prompt_repository.py | backend/oasst_backend/prompt_repository.py | import random
import re
from collections import defaultdict
from datetime import datetime, timedelta
from http import HTTPStatus
from typing import Optional
from uuid import UUID, uuid4
import oasst_backend.models.db_payload as db_payload
import sqlalchemy.dialects.postgresql as pg
from loguru import logger
from oasst... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | true |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/backend/oasst_backend/config.py | backend/oasst_backend/config.py | from pathlib import Path
from typing import Any, Dict, List, Optional
from oasst_shared.schemas.protocol import TextLabel
from pydantic import AnyHttpUrl, BaseModel, BaseSettings, FilePath, PostgresDsn, validator
class TreeManagerConfiguration(BaseModel):
"""TreeManager configuration settings"""
max_active_... | 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/backend/oasst_backend/__init__.py | backend/oasst_backend/__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/backend/oasst_backend/user_stats_repository.py | backend/oasst_backend/user_stats_repository.py | from datetime import datetime, timedelta
from typing import Optional
from uuid import UUID
import numpy as np
import sqlalchemy as sa
from loguru import logger
from oasst_backend.config import settings
from oasst_backend.models import (
Message,
MessageReaction,
MessageTreeState,
Task,
TextLabels,
... | 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/backend/oasst_backend/cached_stats_repository.py | backend/oasst_backend/cached_stats_repository.py | from oasst_backend.models import CachedStats, Message, MessageTreeState, User
from oasst_shared.exceptions.oasst_api_error import OasstError, OasstErrorCode
from oasst_shared.schemas.protocol import AllCachedStatsResponse, CachedStatsName, CachedStatsResponse
from oasst_shared.utils import log_timing, utcnow
from sqlal... | 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/backend/oasst_backend/tree_manager.py | backend/oasst_backend/tree_manager.py | import random
from datetime import datetime, timedelta
from enum import Enum
from http import HTTPStatus
from typing import Optional, Tuple
from uuid import UUID
import numpy as np
import pydantic
import sqlalchemy as sa
from loguru import logger
from oasst_backend.api.v1.utils import prepare_conversation, prepare_con... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | true |
LAION-AI/Open-Assistant | https://github.com/LAION-AI/Open-Assistant/blob/f1e6ed9526f5817531f3ab85441a40b3671ddccb/backend/oasst_backend/auth.py | backend/oasst_backend/auth.py | from datetime import datetime, timedelta
from typing import Optional
from jose import jwt
from oasst_backend.config import Settings
from oasst_backend.models import Account
from sqlmodel import Session
def create_access_token(data: dict) -> str:
"""
Create an encoded JSON Web Token (JWT) using the given data... | 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/backend/oasst_backend/schemas/text_labels.py | backend/oasst_backend/schemas/text_labels.py | from oasst_shared.schemas.protocol import LabelDescription
from pydantic import BaseModel
class ValidLabelsResponse(BaseModel):
valid_labels: list[LabelDescription]
| 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/backend/oasst_backend/schemas/message_tree.py | backend/oasst_backend/schemas/message_tree.py | from uuid import UUID
from oasst_backend.models.message_tree_state import State as TreeState
from pydantic import BaseModel
class MessageTreeStateResponse(BaseModel):
message_tree_id: UUID
state: TreeState
goal_tree_size: int
max_depth: int
max_children_count: int
active: bool
origin: 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/backend/oasst_backend/schemas/__init__.py | backend/oasst_backend/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/backend/oasst_backend/schemas/hugging_face.py | backend/oasst_backend/schemas/hugging_face.py | from pydantic import BaseModel
class ToxicityClassification(BaseModel):
label: str
score: float
| 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/backend/oasst_backend/models/cached_stats.py | backend/oasst_backend/models/cached_stats.py | from datetime import datetime
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import AutoString, Field, SQLModel
class CachedStats(SQLModel, table=True):
__tablename__ = "cached_stats"
name: str = Field(sa_column=sa.Column(AutoString(length=128), primary_key=True))
mod... | 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/backend/oasst_backend/models/message_revision.py | backend/oasst_backend/models/message_revision.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from pydantic import PrivateAttr
from sqlmodel import Field, SQLModel
from uuid_extensions import uuid7
from .payload_column_type import PayloadContainer, payload_column_... | 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/backend/oasst_backend/models/message_reaction.py | backend/oasst_backend/models/message_reaction.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, SQLModel
from .payload_column_type import PayloadContainer, payload_column_type
class MessageReaction(SQLModel, table=True):
__tablename... | 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/backend/oasst_backend/models/message_toxicity.py | backend/oasst_backend/models/message_toxicity.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, Float, SQLModel
class MessageToxicity(SQLModel, table=True):
__tablename__ = "message_toxicity"
__table_args__ = (sa.PrimaryKeyConstr... | 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/backend/oasst_backend/models/text_labels.py | backend/oasst_backend/models/text_labels.py | from datetime import datetime
from typing import Optional
from uuid import UUID, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, SQLModel
class TextLabels(SQLModel, table=True):
__tablename__ = "text_labels"
id: Optional[UUID] = Field(
sa_column=... | 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/backend/oasst_backend/models/payload_column_type.py | backend/oasst_backend/models/payload_column_type.py | import json
from typing import Any, Generic, Type, TypeVar
import sqlalchemy.dialects.postgresql as pg
from fastapi.encoders import jsonable_encoder
from pydantic import BaseModel, parse_obj_as, validator
from pydantic.main import ModelMetaclass
from sqlalchemy.types import TypeDecorator
payload_type_registry = {}
... | 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/backend/oasst_backend/models/api_client.py | backend/oasst_backend/models/api_client.py | from typing import Optional
from uuid import UUID, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlalchemy import false
from sqlmodel import Field, SQLModel
class ApiClient(SQLModel, table=True):
__tablename__ = "api_client"
id: Optional[UUID] = Field(
sa_column=sa.... | 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/backend/oasst_backend/models/flagged_message.py | backend/oasst_backend/models/flagged_message.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, SQLModel
class FlaggedMessage(SQLModel, table=True):
__tablename__ = "flagged_message"
message_id: Optional[UUID] = Field(
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/backend/oasst_backend/models/task.py | backend/oasst_backend/models/task.py | from datetime import datetime
from typing import Optional
from uuid import UUID, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from oasst_shared.utils import utcnow
from sqlalchemy import false
from sqlmodel import Field, SQLModel
from .payload_column_type import PayloadContainer, payload_... | 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/backend/oasst_backend/models/message_embedding.py | backend/oasst_backend/models/message_embedding.py | from datetime import datetime
from typing import List, Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import ARRAY, Field, Float, SQLModel
class MessageEmbedding(SQLModel, table=True):
__tablename__ = "message_embedding"
__table_args__ = (sa.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/backend/oasst_backend/models/user.py | backend/oasst_backend/models/user.py | from datetime import datetime
from typing import Optional
from uuid import UUID, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from oasst_shared.schemas import protocol
from sqlmodel import AutoString, Field, Index, SQLModel
class User(SQLModel, table=True):
__tablename__ = "user"
... | 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/backend/oasst_backend/models/troll_stats.py | backend/oasst_backend/models/troll_stats.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, Index, SQLModel
class TrollStats(SQLModel, table=True):
__tablename__ = "troll_stats"
__table_args__ = (Index("ix_troll_stats__timefr... | 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/backend/oasst_backend/models/message_tree_state.py | backend/oasst_backend/models/message_tree_state.py | from datetime import datetime
from enum import Enum
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, Index, SQLModel
class State(str, Enum):
"""States of the Open-Assistant message tree state machine."""
INITIAL... | 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/backend/oasst_backend/models/journal.py | backend/oasst_backend/models/journal.py | from datetime import datetime
from typing import Optional
from uuid import UUID, uuid1, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, SQLModel
from .payload_column_type import PayloadContainer, payload_column_type
def generate_time_uuid(node=None, clock_seq=No... | 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/backend/oasst_backend/models/message.py | backend/oasst_backend/models/message.py | from datetime import datetime
from http import HTTPStatus
from typing import Any, Optional
from uuid import UUID, uuid4
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from oasst_backend.models.db_payload import MessagePayload
from oasst_backend.models.user import User
from oasst_shared.exceptions.... | 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/backend/oasst_backend/models/user_stats.py | backend/oasst_backend/models/user_stats.py | from datetime import datetime
from enum import Enum
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, Index, SQLModel
class UserStatsTimeFrame(str, Enum):
day = "day"
week = "week"
month = "month"
total = ... | 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/backend/oasst_backend/models/db_payload.py | backend/oasst_backend/models/db_payload.py | from typing import Literal, Optional
from uuid import UUID
from oasst_backend.models.payload_column_type import payload_type
from oasst_shared.schemas import protocol as protocol_schema
from pydantic import BaseModel, Field
@payload_type
class TaskPayload(BaseModel):
type: str
@payload_type
class Summarization... | 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/backend/oasst_backend/models/__init__.py | backend/oasst_backend/models/__init__.py | from .api_client import ApiClient
from .cached_stats import CachedStats
from .flagged_message import FlaggedMessage
from .journal import Journal, JournalIntegration
from .message import Message
from .message_embedding import MessageEmbedding
from .message_emoji import MessageEmoji
from .message_reaction import MessageR... | 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/backend/oasst_backend/models/message_emoji.py | backend/oasst_backend/models/message_emoji.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import sqlalchemy as sa
import sqlalchemy.dialects.postgresql as pg
from sqlmodel import Field, Index, SQLModel
class MessageEmoji(SQLModel, table=True):
__tablename__ = "message_emoji"
__table_args__ = (Index("ix_message_emoji__... | 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/backend/oasst_backend/utils/similarity_functions.py | backend/oasst_backend/utils/similarity_functions.py | import math
import numpy as np
import scipy.sparse as sp
import torch
import torch.nn.functional as F
from pandas import DataFrame
from sentence_transformers import SentenceTransformer
from torch import Tensor
from tqdm import tqdm
ADJACENCY_THRESHOLD = 0.65
def embed_data(
data: DataFrame,
key: str = "quer... | 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/backend/oasst_backend/utils/database_utils.py | backend/oasst_backend/utils/database_utils.py | from enum import IntEnum
from functools import wraps
from http import HTTPStatus
from typing import Callable
from loguru import logger
from oasst_backend.config import settings
from oasst_backend.database import engine
from oasst_shared.exceptions import OasstError, OasstErrorCode
from psycopg2.errors import DeadlockD... | 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/backend/oasst_backend/utils/exported_tree_loading.py | backend/oasst_backend/utils/exported_tree_loading.py | import json
from collections import defaultdict
from typing import List
import pandas as pd
def load_jsonl(filepaths):
data = []
for filepath in filepaths:
with open(filepath, "r") as f:
for line in f:
data.append(json.loads(line))
return data
def separate_qa_helper(... | 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/backend/oasst_backend/utils/discord.py | backend/oasst_backend/utils/discord.py | from uuid import UUID
import requests
from loguru import logger
from oasst_backend.celery_worker import app as celery_app
from oasst_backend.config import settings
ROOT_ENDPOINT = "https://discord.com/api/v10"
@celery_app.task(name="send_new_report_message")
def send_new_report_message(message_details: dict, label_... | 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/backend/oasst_backend/utils/ranking.py | backend/oasst_backend/utils/ranking.py | from typing import List
import numpy as np
def head_to_head_votes(ranks: List[List[int]]):
tallies = np.zeros((len(ranks[0]), len(ranks[0])))
names = sorted(ranks[0])
ranks = np.array(ranks)
# we want the sorted indices
ranks = np.argsort(ranks, axis=1)
for i in range(ranks.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/backend/oasst_backend/utils/language_classification.py | backend/oasst_backend/utils/language_classification.py | import os
import pickle
from collections import Counter
from sklearn import metrics
from sklearn.feature_extraction.text import TfidfVectorizer
from sklearn.model_selection import train_test_split
from sklearn.pipeline import Pipeline
from sklearn.svm import LinearSVC
def load_and_split(foldername, num_words):
l... | 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/backend/oasst_backend/utils/__init__.py | backend/oasst_backend/utils/__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/backend/oasst_backend/utils/hugging_face.py | backend/oasst_backend/utils/hugging_face.py | from enum import Enum
from typing import Any, Dict
import aiohttp
from loguru import logger
from oasst_backend.config import settings
from oasst_shared.exceptions import OasstError, OasstErrorCode
class HfUrl(str, Enum):
HUGGINGFACE_TOXIC_CLASSIFICATION = "https://api-inference.huggingface.co/models"
HUGGING... | 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/backend/oasst_backend/utils/tree_export.py | backend/oasst_backend/utils/tree_export.py | from __future__ import annotations
import contextlib
import gzip
import json
import sys
import uuid
from collections import defaultdict
from typing import Iterable, Optional, TextIO
from fastapi.encoders import jsonable_encoder
from oasst_backend.models import Message
from oasst_backend.models.message_tree_state impo... | 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/backend/oasst_backend/utils/message_tree_topic_modeling.py | backend/oasst_backend/utils/message_tree_topic_modeling.py | import argparse
from bertopic import BERTopic
from bertopic.representation import MaximalMarginalRelevance
from bertopic.vectorizers import ClassTfidfTransformer
from exported_tree_loading import load_data
from sentence_transformers import SentenceTransformer
from similarity_functions import compute_cos_sim_kernel, em... | 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/backend/oasst_backend/api/deps.py | backend/oasst_backend/api/deps.py | from http import HTTPStatus
from secrets import token_hex
from typing import Generator, NamedTuple, Optional
from uuid import UUID
from fastapi import Depends, Request, Response, Security
from fastapi.security import HTTPAuthorizationCredentials, HTTPBearer
from fastapi.security.api_key import APIKey, APIKeyHeader, AP... | 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/backend/oasst_backend/api/__init__.py | backend/oasst_backend/api/__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/backend/oasst_backend/api/v1/login.py | backend/oasst_backend/api/v1/login.py | import aiohttp
from fastapi import APIRouter, Depends, HTTPException, Request
from oasst_backend import auth
from oasst_backend.api import deps
from oasst_backend.config import Settings
from oasst_backend.models import Account
from oasst_shared.exceptions.oasst_api_error import OasstError, OasstErrorCode
from oasst_sha... | 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/backend/oasst_backend/api/v1/users.py | backend/oasst_backend/api/v1/users.py | import datetime
from typing import Callable, Optional
from uuid import UUID
from fastapi import APIRouter, Depends, Query
from oasst_backend.api import deps
from oasst_backend.api.v1 import utils
from oasst_backend.api.v1.messages import get_messages_cursor
from oasst_backend.models import ApiClient, User
from oasst_b... | 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/backend/oasst_backend/api/v1/tasks.py | backend/oasst_backend/api/v1/tasks.py | from typing import Any, Optional
from uuid import UUID
from fastapi import APIRouter, Depends
from fastapi.security.api_key import APIKey
from loguru import logger
from oasst_backend.api import deps
from oasst_backend.config import settings
from oasst_backend.prompt_repository import PromptRepository, TaskRepository
f... | 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/backend/oasst_backend/api/v1/api.py | backend/oasst_backend/api/v1/api.py | from fastapi import APIRouter
from oasst_backend.api.v1 import (
admin,
auth,
frontend_messages,
frontend_users,
hugging_face,
leaderboards,
messages,
stats,
tasks,
text_labels,
trollboards,
users,
)
api_router = APIRouter()
api_router.include_router(tasks.router, prefix... | 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/backend/oasst_backend/api/v1/text_labels.py | backend/oasst_backend/api/v1/text_labels.py | from typing import Optional
from uuid import UUID
from fastapi import APIRouter, Depends, HTTPException
from fastapi.security.api_key import APIKey
from loguru import logger
from oasst_backend.api import deps
from oasst_backend.config import settings
from oasst_backend.models import ApiClient
from oasst_backend.prompt... | 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/backend/oasst_backend/api/v1/admin.py | backend/oasst_backend/api/v1/admin.py | from datetime import datetime
from typing import Optional
from uuid import UUID
import pydantic
from fastapi import APIRouter, Depends, Query
from loguru import logger
from oasst_backend.api import deps
from oasst_backend.config import Settings, settings
from oasst_backend.models import ApiClient, User
from oasst_back... | 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/backend/oasst_backend/api/v1/trollboards.py | backend/oasst_backend/api/v1/trollboards.py | from typing import Optional
from fastapi import APIRouter, Depends, Query
from oasst_backend.api import deps
from oasst_backend.models import ApiClient
from oasst_backend.user_stats_repository import UserStatsRepository, UserStatsTimeFrame
from oasst_shared.schemas.protocol import TrollboardStats
from sqlmodel 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/backend/oasst_backend/api/v1/frontend_users.py | backend/oasst_backend/api/v1/frontend_users.py | import datetime
from typing import Optional
from uuid import UUID
from fastapi import APIRouter, Depends, Query
from oasst_backend.api import deps
from oasst_backend.api.v1 import utils
from oasst_backend.api.v1.messages import get_messages_cursor
from oasst_backend.models import ApiClient
from oasst_backend.prompt_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/backend/oasst_backend/api/v1/utils.py | backend/oasst_backend/api/v1/utils.py | import re
from uuid import UUID
from oasst_backend.models import Message, MessageRevision
from oasst_shared.schemas import protocol
def prepare_message(m: Message) -> protocol.Message:
return protocol.Message(
id=m.id,
frontend_message_id=m.frontend_message_id,
parent_id=m.parent_id,
... | 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/backend/oasst_backend/api/v1/__init__.py | backend/oasst_backend/api/v1/__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/backend/oasst_backend/api/v1/messages.py | backend/oasst_backend/api/v1/messages.py | from datetime import datetime
from typing import Optional
from uuid import UUID
from fastapi import APIRouter, Depends, Query
from loguru import logger
from oasst_backend.api import deps
from oasst_backend.api.v1 import utils
from oasst_backend.models import ApiClient, MessageTreeState
from oasst_backend.prompt_reposi... | 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/backend/oasst_backend/api/v1/frontend_messages.py | backend/oasst_backend/api/v1/frontend_messages.py | from typing import Optional
from fastapi import APIRouter, Depends
from oasst_backend.api import deps
from oasst_backend.api.v1 import utils
from oasst_backend.models import ApiClient
from oasst_backend.prompt_repository import PromptRepository
from oasst_shared.schemas import protocol
from sqlmodel import Session
ro... | 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/backend/oasst_backend/api/v1/hugging_face.py | backend/oasst_backend/api/v1/hugging_face.py | from typing import List
from fastapi import APIRouter, Depends
from oasst_backend.api import deps
from oasst_backend.models import ApiClient
from oasst_backend.schemas.hugging_face import ToxicityClassification
from oasst_backend.utils.hugging_face import HfClassificationModel, HfUrl, HuggingFaceAPI
router = APIRoute... | 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/backend/oasst_backend/api/v1/stats.py | backend/oasst_backend/api/v1/stats.py | from fastapi import APIRouter, Depends
from oasst_backend.api import deps
from oasst_backend.cached_stats_repository import CachedStatsRepository
from oasst_backend.models import ApiClient
from oasst_backend.prompt_repository import PromptRepository
from oasst_backend.tree_manager import TreeManager, TreeManagerStats, ... | 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/backend/oasst_backend/api/v1/leaderboards.py | backend/oasst_backend/api/v1/leaderboards.py | from typing import Optional
from uuid import UUID
from fastapi import APIRouter, Depends, Query
from oasst_backend.api import deps
from oasst_backend.models import ApiClient
from oasst_backend.user_repository import UserRepository
from oasst_backend.user_stats_repository import UserStatsRepository, UserStatsTimeFrame
... | 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/backend/oasst_backend/api/v1/auth.py | backend/oasst_backend/api/v1/auth.py | from typing import Union
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.primitives.kdf.hkdf import HKDF
from fastapi import APIRouter, Depends, Security
from fastapi.security import APIKeyCookie
from jose import jwe
from oasst_backend.config import settings
from pydantic import BaseModel, E... | python | Apache-2.0 | f1e6ed9526f5817531f3ab85441a40b3671ddccb | 2026-01-04T14:41:20.303953Z | false |
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