repo_full_name stringlengths 6 93 | repo_url stringlengths 25 112 | repo_api_url stringclasses 28
values | owner stringclasses 28
values | repo_name stringclasses 28
values | description stringclasses 28
values | stars int64 617 98.8k | forks int64 31 355 ⌀ | watchers int64 990 999 ⌀ | license stringclasses 2
values | default_branch stringclasses 2
values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
class | open_issues int64 3 104 ⌀ | file_path stringlengths 3 208 | file_name stringclasses 509
values | file_extension stringclasses 1
value | file_size_bytes int64 101 84k ⌀ | file_url stringclasses 627
values | file_raw_url stringclasses 627
values | file_sha stringclasses 624
values | language stringclasses 8
values | parsed_at stringdate 2026-05-04 01:12:36 2026-05-04 19:41:55 | text stringlengths 100 102k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/build_epub.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.302948 | #!/usr/bin/env -S uv run --script
# /// script
# dependencies = ["ebooklib", "markdown", "beautifulsoup4", "pillow"]
# ///
"""
Build an EPUB from the Claude How-To markdown files.
Usage:
Run from the repository root directory:
./scripts/build_epub.py
Or run directly with Python/uv:
uv run scri... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | 06-hooks/context-tracker.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.352595 | #!/usr/bin/env python3
"""
Context Usage Tracker - Tracks token consumption per request.
Uses UserPromptSubmit as "pre-message" hook and Stop as "post-response" hook
to calculate the delta in token usage for each request.
This version uses character-based estimation (no dependencies).
For better accuracy, see context... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/check_links.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.843693 | #!/usr/bin/env python3
"""Check external URLs in Markdown files are reachable."""
import re
import sys
import urllib.error
import urllib.request
from concurrent.futures import ThreadPoolExecutor, as_completed
from pathlib import Path
IGNORE_DIRS = {
".venv",
"node_modules",
".git",
"blog-posts",
"... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/sync_translations.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.892071 | #!/usr/bin/env python3
"""
Detect outdated Vietnamese translations compared to English version.
This script compares modification times between English and Vietnamese
documentation files to identify which translations need updating.
Usage:
python scripts/sync_translations.py
python scripts/sync_translations.p... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/check_mermaid.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.908330 | #!/usr/bin/env python3
"""Validate Mermaid diagram syntax in Markdown files using mmdc."""
import json
import os
import re
import shutil
import subprocess # nosec B404
import sys
import tempfile
from pathlib import Path
IGNORE_DIRS = {".venv", "node_modules", ".git", "blog-posts", ".agents"}
def main() -> int:
... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/tests/conftest.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.911171 | """Pytest configuration and shared fixtures for EPUB builder tests."""
from __future__ import annotations
import logging
import sys
from pathlib import Path
import pytest
# Add parent directory to path for imports
sys.path.insert(0, str(Path(__file__).parent.parent))
from build_epub import BuildState, EPUBConfig, ... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/03-skills/code-review/scripts/compare-complexity.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.912201 | #!/usr/bin/env python3
"""
Compare cyclomatic complexity of code before and after changes.
Helps identify if refactoring actually simplifies code structure.
"""
import re
import sys
class ComplexityAnalyzer:
"""Analyze code complexity metrics."""
def __init__(self, code: str):
self.code = code
... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/03-skills/code-review/scripts/analyze-metrics.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.930455 | #!/usr/bin/env python3
import re
import sys
def analyze_code_metrics(code):
"""Analyze code for common metrics."""
# Count functions
functions = len(re.findall(r"^def\s+\w+", code, re.MULTILINE))
# Count classes
classes = len(re.findall(r"^class\s+\w+", code, re.MULTILINE))
# Average line l... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/tests/test_build_epub.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.931823 | """Tests for the EPUB builder module."""
from __future__ import annotations
import logging
from pathlib import Path
from unittest.mock import MagicMock, patch
import pytest
# Fixtures are imported from conftest.py automatically by pytest
# Import from parent directory (handled by conftest.py sys.path)
from build_ep... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | scripts/tests/test_check_cross_references.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.944186 | """Tests for check_cross_references.py — focus on repo-root boundary."""
from __future__ import annotations
import os
import sys
from pathlib import Path
import pytest
sys.path.insert(0, str(Path(__file__).parent.parent))
import check_cross_references
@pytest.fixture
def repo(tmp_path: Path, monkeypatch: pytest.... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/03-skills/doc-generator/generate-docs.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:52.955673 | #!/usr/bin/env python3
import ast
class APIDocExtractor(ast.NodeVisitor):
"""Extract API documentation from Python source code."""
def __init__(self):
self.endpoints = []
def visit_FunctionDef(self, node):
"""Extract function documentation."""
if node.name.startswith("get_") or n... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/06-hooks/context-tracker.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:53.764513 | #!/usr/bin/env python3
"""
Context Usage Tracker - Tracks token consumption per request.
Uses UserPromptSubmit as "pre-message" hook and Stop as "post-response" hook
to calculate the delta in token usage for each request.
This version uses character-based estimation (no dependencies).
For better accuracy, see context... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/06-hooks/context-tracker-tiktoken.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:53.796337 | #!/usr/bin/env python3
"""
Context Usage Tracker (tiktoken version) - Tracks token consumption per request.
Uses UserPromptSubmit as "pre-message" hook and Stop as "post-response" hook
to calculate the delta in token usage for each request.
This version uses tiktoken with p50k_base encoding for ~90-95% accuracy.
Requ... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/09-advanced-features/setup-auto-mode-permissions.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:53.825725 | #!/usr/bin/env python3
"""
setup-auto-mode-permissions.py
Seed ~/.claude/settings.json with a conservative baseline of safe permissions
for Claude Code. The default set is read-only and local-inspection oriented;
optional flags let you widen the allowlist for editing, test execution, git
write operations, package inst... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | vi/06-hooks/context-tracker.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:53.831635 | #!/usr/bin/env python3
"""
Context Usage Tracker - Tracks token consumption per request.
Uses UserPromptSubmit as "pre-message" hook and Stop as "post-response" hook
to calculate the delta in token usage for each request.
This version uses character-based estimation (no dependencies).
For better accuracy, see context... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | vi/06-hooks/context-tracker-tiktoken.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:54.289101 | #!/usr/bin/env python3
"""
Context Usage Tracker (tiktoken version) - Tracks token consumption per request.
Uses UserPromptSubmit as "pre-message" hook and Stop as "post-response" hook
to calculate the delta in token usage for each request.
This version uses tiktoken with p50k_base encoding for ~90-95% accuracy.
Requ... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | vi/09-advanced-features/setup-auto-mode-permissions.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:54.289638 | #!/usr/bin/env python3
"""
setup-auto-mode-permissions.py
Seed ~/.claude/settings.json with a conservative baseline of safe permissions
for Claude Code. The default set is read-only and local-inspection oriented;
optional flags let you widen the allowlist for editing, test execution, git
write operations, package inst... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/03-skills/refactor/scripts/detect-smells.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:54.290227 | #!/usr/bin/env python3
"""
Code Smell Detector
Detects common code smells in Python, JavaScript, and TypeScript files.
Based on Martin Fowler's catalog of code smells.
Usage:
python detect-smells.py <file>
python detect-smells.py --dir <directory>
python detect-smells.py -v <file> # Verbose with code sni... |
luongnv89/claude-howto | https://github.com/luongnv89/claude-howto | null | null | null | null | 30,945 | null | null | mit | null | null | null | null | null | null | null | uk/03-skills/refactor/scripts/analyze-complexity.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:55.370610 | #!/usr/bin/env python3
"""
Code Complexity Analyzer
Analyzes code complexity metrics for Python, JavaScript, and TypeScript files.
Helps measure the impact of refactoring by comparing before/after metrics.
Usage:
python analyze-complexity.py <file>
python analyze-complexity.py <before_file> <after_file> # Co... |
StevenBlack/hosts | https://github.com/StevenBlack/hosts | null | null | null | null | 30,300 | null | null | mit | null | null | null | null | null | null | null | makeHosts.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:57.943185 | #!/usr/bin/env python
# Script by gfyoung
# https://github.com/gfyoung
#
# This Python script will generate hosts files and update the readme file.
from __future__ import print_function
import argparse
import subprocess
import sys
def print_failure(msg):
"""
Print a failure message.
Parameters
---... |
StevenBlack/hosts | https://github.com/StevenBlack/hosts | null | null | null | null | 30,300 | null | null | mit | null | null | null | null | null | null | null | updateReadme.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:57.957337 | #!/usr/bin/env python3
# Script by Steven Black
# https://github.com/StevenBlack
#
# This Python script will update the readme files in this repo.
import json
import os
import time
from string import Template
# Project Settings
BASEDIR_PATH = os.path.dirname(os.path.realpath(__file__))
README_TEMPLATE = os.path.join... |
StevenBlack/hosts | https://github.com/StevenBlack/hosts | null | null | null | null | 30,300 | null | null | mit | null | null | null | null | null | null | null | updateHostsFile.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:57.978578 | #!/usr/bin/env python3
# Script by Ben Limmer
# https://github.com/l1m5
#
# This Python script will combine all the host files you provide
# as sources into one, unique host file to keep your internet browsing happy.
import argparse
import fnmatch
import ipaddress
import json
import locale
import os
import platform
f... |
StevenBlack/hosts | https://github.com/StevenBlack/hosts | null | null | null | null | 30,300 | null | null | mit | null | null | null | null | null | null | null | testUpdateHostsFile.py | null | null | null | null | null | null | Python | 2026-05-04T02:24:58.008827 | #!/usr/bin/env python
# Script by gfyoung
# https://github.com/gfyoung
#
# Python script for testing updateHostFiles.py
import json
import locale
import os
import platform
import re
import shutil
import sys
import tempfile
import unittest
import unittest.mock as mock
from io import BytesIO, StringIO
import requests
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/client.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:00.672489 | import typing
from enum import Enum
import aiohttp
from . import tools
from .errors import HttpRequestError, InvalidParams, UserNotFound
from .models import StarrailInfoParsed
from .models.v1 import StarrailInfoParsedV1
class Language(Enum):
CHT = "cht"
CHS = "cn"
DE = "de"
EN = "en"
ES = "es"
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | examples/data_persistence.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:00.673489 | import asyncio
import pickle
import zlib
from mihomo import Language, MihomoAPI, StarrailInfoParsed
async def main():
client = MihomoAPI(language=Language.EN)
data = await client.fetch_user(800333171)
# Save
pickle_data = zlib.compress(pickle.dumps(data))
print(len(pickle_data))
json_data = ... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:00.675734 | from .base import *
from .character import *
from .combat import *
from .equipment import *
from .player import *
from .stat import *
|
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/combat.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:00.676769 | from pydantic import BaseModel
class Element(BaseModel):
"""
Represents an element.
Attributes:
- id (`str`): The ID of the element.
- name (`str`): The name of the element.
- color (`str`): The color of the element.
- icon (`str`): The element icon.
"""
id: str
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | examples/basic.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.079608 | import asyncio
from mihomo import Language, MihomoAPI
from mihomo.models import StarrailInfoParsed
from mihomo.models.v1 import StarrailInfoParsedV1
client = MihomoAPI(language=Language.EN)
async def v1():
data: StarrailInfoParsedV1 = await client.fetch_user_v1(800333171)
print(f"Name: {data.player.name}")... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | examples/merge_data.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.081405 | import asyncio
from mihomo import Language, MihomoAPI, tools
async def main():
client = MihomoAPI(language=Language.EN)
old_data = await client.fetch_user(800333171)
# Change characters in game and wait for the API to refresh
# ...
new_data = await client.fetch_user(800333171)
data = tools.... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/character.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.082631 | from typing import Any
from pydantic import BaseModel, Field, root_validator
from .combat import Element, Path, Trace, TraceTreeNode
from .equipment import LightCone, Relic, RelicSet
from .stat import Attribute, Property
class Character(BaseModel):
"""
Represents a character.
Attributes:
- Basic in... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/errors.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.084617 | class BaseException(Exception):
"""Base exception class."""
message: str = ""
def __init__(self, message: str | None = None, *args: object) -> None:
if message is not None:
self.message = message
super().__init__(self.message, *args)
class HttpRequestError(BaseException):
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.895372 | from pydantic import BaseModel, Field
from .character import Character
from .player import Player
class StarrailInfoParsed(BaseModel):
"""
Mihomo parsed data
Attributes:
- player (`Player`): The player's info.
- characters (list[`Character`]): The list of characters.
"""
player:... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/equipment.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.896482 | from pydantic import BaseModel, Field
from .combat import Path
from .stat import Attribute, MainAffix, Property, SubAffix
class LightCone(BaseModel):
"""
Represents a light cone (weapon).
Attributes:
- id (`int`): The ID of the light cone.
- name (`str`): The name of the light cone.
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/stat.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.897094 | from pydantic import BaseModel, Field
class Attribute(BaseModel):
"""
Represents an attribute.
Attributes:
- field (`str`): The field of the attribute.
- name (`str`): The name of the attribute.
- icon (`str`): The attribute icon image.
- value (`float`): The value of the ... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/v1/base.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:01.897600 | from pydantic import BaseModel, Field
from .character import Character
from .player import Player, PlayerSpaceInfo
class StarrailInfoParsedV1(BaseModel):
"""
Mihomo parsed data V1
Attributes:
- player (`Player`): The player's basic info.
- player_details (`PlayerSpaceInfo`): ... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/player.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:02.291626 | from pydantic import BaseModel, Field, root_validator
class Avatar(BaseModel):
"""Profile picture"""
id: int
name: str
icon: str
class ForgottenHall(BaseModel):
"""The progress of the Forgotten Hall
Attributes:
- memory (`int`): The progress of the memory.
- memory_of_chaos... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/v1/equipment.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:02.658039 | from pydantic import BaseModel, Field
class LightCone(BaseModel):
"""
Represents a light cone (weapon).
Attributes:
- name (`str`): The name of the light cone.
- rarity (`int`): The rarity of the light cone.
- superimpose (`int`): The superimpose rank of the light cone.
... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/v1/character.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:02.700914 | from typing import Any
from pydantic import BaseModel, Field, root_validator
from .equipment import LightCone, Relic, RelicSet
class EidolonIcon(BaseModel):
"""
Represents an Eidolon icon.
Attributes:
- icon (`str`): The eidolon icon.
- unlock (`bool`): Indicates if the eid... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/tools.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:02.831124 | from typing import Final, TypeVar
from .models import Character, StarrailInfoParsed
from .models.v1 import Character, StarrailInfoParsedV1
RawData = TypeVar("RawData")
ParsedData = TypeVar("ParsedData", StarrailInfoParsed, StarrailInfoParsedV1)
ASSET_URL: Final[str] = "https://raw.githubusercontent.com/Mar-7th/StarR... |
MetaCubeX/mihomo | https://github.com/MetaCubeX/mihomo | null | null | null | null | 29,683 | null | null | mit | null | null | null | null | null | null | null | mihomo/models/v1/player.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:02.860885 | from pydantic import BaseModel, Field
class Player(BaseModel):
"""
Player basic info
Attributes:
- uid (`str`): The player's uid.
- name (`str`): The player's nickname.
- level (`int`): The player's Trailblaze level.
- icon (`str`): The player's profile picture.... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/audio/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:05.878949 | #!/usr/bin/env python
# coding: utf8
"""
`spleeter.utils.audio` package provides various
tools for manipulating audio content such as :
- Audio adapter class for abstract interaction with audio file.
- FFMPEG implementation for audio adapter.
- Waveform convertion and transforming functions.
"""
# Python 3.11 is not... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/audio/ffmpeg.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:05.880571 | #!/usr/bin/env python
# coding: utf8
"""
This module provides an AudioAdapter implementation based on FFMPEG
process. Such implementation is POSIXish and depends on nothing except
standard Python libraries. Thus this implementation is the default one
used within this library.
"""
import datetime as dt
import os
impor... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/functions/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:05.882108 | #!/usr/bin/env python
# coding: utf8
""" This package provide model functions. """
from typing import Callable, Dict, Iterable, Optional
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@deezer.com"
__aut... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:05.883457 | #!/usr/bin/env python
# coding: utf8
"""
Spleeter is the Deezer source separation library with pretrained models.
The library is based on Tensorflow:
- It provides already trained model for performing separation.
- It makes it easy to train source separation model with tensorflow
(provided you have a dataset ... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:05.995397 | #!/usr/bin/env python
# coding: utf8
""" This package provide an estimator builder as well as model functions. """
import importlib
from typing import Any, Dict, Optional, Tuple
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
from tensorflow.signal import ... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/audio/spectrogram.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.634075 | #!/usr/bin/env python
# coding: utf8
""" Spectrogram specific data augmentation. """
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
from tensorflow.signal import hann_window, stft # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@deezer... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/__main__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.635125 | #!/usr/bin/env python
# coding: utf8
"""
Python oneliner script usage.
USAGE: python -m spleeter {train,evaluate,separate} ...
Notes:
All critical import involving TF, numpy or Pandas are deported to
command function scope to avoid heavy import on CLI evaluation,
leading to large bootstraping time.
"""
i... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/audio/adapter.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.699975 | #!/usr/bin/env python
# coding: utf8
""" AudioAdapter class defintion. """
from abc import ABC, abstractmethod
from importlib import import_module
from pathlib import Path
from typing import Any, Dict, List, Optional, Union
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
impor... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/audio/convertor.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.747078 | #!/usr/bin/env python
# coding: utf8
""" This module provides audio data convertion functions. """
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
import tensorflow as tf # type: ignore
from ..utils.tensor import from_float32_to_uint8, from_uint8_to_float32
# pylint: enable=... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/options.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.859711 | #!/usr/bin/env python
# coding: utf8
"""This modules provides spleeter command as well as CLI parsing methods."""
from os.path import join
from tempfile import gettempdir
from typer import Argument, Exit, Option, echo
from typer.models import List, Optional
from .audio import Codec
__email__ = "spleeter@deezer.com... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/provider/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.878702 | #!/usr/bin/env python
# coding: utf8
"""
This package provides tools for downloading model from network
using remote storage abstraction.
Example:
```python
>>> provider = MyProviderImplementation()
>>> provider.get('/path/to/local/storage', params)
```
"""
from abc import ABC, abstractmethod
from os import environ,... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:06.991012 | #!/usr/bin/env python
# coding: utf8
"""
Module for building data preprocessing pipeline using the tensorflow
data API. Data preprocessing such as audio loading, spectrogram
computation, cropping, feature caching or data augmentation is done
using a tensorflow dataset object that output a tuple (input_, output)
where:... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/resources/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:07.515152 | #!/usr/bin/env python
# coding: utf8
""" Packages that provides static resources file for the library. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
|
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/utils/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:07.515679 | #!/usr/bin/env python
# coding: utf8
""" This package provides utility function and classes. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
|
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/types.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:07.592979 | #!/usr/bin/env python
# coding: utf8
""" Custom types definition. """
from typing import Any, Tuple
# pyright: reportMissingImports=false
# pylint: disable=import-error
import numpy as np
# pylint: enable=import-error
AudioDescriptor = Any
Signal = Tuple[np.ndarray, float]
|
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/separator.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:07.677150 | #!/usr/bin/env python
# coding: utf8
"""
Module that provides a class wrapper for source separation.
Examples:
```python
>>> from spleeter.separator import Separator
>>> separator = Separator('spleeter:2stems')
>>> separator.separate(waveform, lambda instrument, data: ...)
>>> separator.separate_to_file(...)
```
"""... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_command.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.165319 | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "research@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from typer.testing import CliRunner
from spleeter.__main__ import spleeter
def test_version():
runner = CliRunner()
# execute spleet... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_eval.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.234681 | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from os import makedirs
from os.path import join
from tempfile import TemporaryDirectory
import numpy as np
from spleeter.__main__ import evalu... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.267975 | #!/usr/bin/env python
# coding: utf8
""" Unit testing package. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
|
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_ffmpeg_adapter.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.269199 | #!/usr/bin/env python
# coding: utf8
""" Unit testing for audio adapter. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
from os.path import join
from tempfile import TemporaryDirectory
import ffmpeg # type: ignore
import numpy as np
# pyright: reportMissingImports... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/utils/configuration.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.628547 | #!/usr/bin/env python
# coding: utf8
""" Module that provides configuration loading function. """
import importlib.resources as loader
import json
from os.path import exists
from typing import Dict
from .. import SpleeterError, resources
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ =... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_github_model_provider.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.767269 | #!/usr/bin/env python
# coding: utf8
""" TO DOCUMENT """
from pytest import raises
from spleeter.model.provider import ModelProvider
def test_checksum():
"""Test archive checksum index retrieval."""
provider = ModelProvider.default()
assert (
provider.checksum("2stems")
== "f3a90b39dd28... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_train.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.910036 | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "research@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
import json
import os
from os import makedirs
from os.path import join
from tempfile import TemporaryDirectory
import numpy as np
import pandas ... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | tests/test_separator.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:08.965319 | #!/usr/bin/env python
# coding: utf8
""" Unit testing for Separator class. """
__email__ = "spleeter@deezer.com"
__author__ = "Deezer Research"
__license__ = "MIT License"
import itertools
from os.path import basename, exists, join, splitext
from tempfile import TemporaryDirectory
import numpy as np
import pytest
i... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/functions/blstm.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:11.696140 | #!/usr/bin/env python
# coding: utf8
"""
This system (UHL1) uses a bi-directional LSTM network as described in :
`S. Uhlich, M. Porcu, F. Giron, M. Enenkl, T. Kemp, N. Takahashi and
Y. Mitsufuji.
"Improving music source separation based on deep neural networks through
data augmentation and network blending", Proc. I... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/provider/github.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:11.799384 | #!/usr/bin/env python
# coding: utf8
"""
A ModelProvider backed by Github Release feature.
Examples:
```python
>>> from spleeter.model.provider import github
>>> provider = github.GithubModelProvider(
'github.com',
'Deezer/spleeter',
'latest')
>>> provider.download('2stems', '/path/to/local/s... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/model/functions/unet.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:11.802100 | #!/usr/bin/env python
# coding: utf8
"""
This module contains building functions for U-net source
separation models in a similar way as in A. Jansson et al. :
"Singing voice separation with deep u-net convolutional networks",
ISMIR 2017
Each instrument is modeled by a single U-net
convolutional / deconvolutional net... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/utils/logging.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:12.571405 | #!/usr/bin/env python
# coding: utf8
"""Centralized logging facilities for Spleeter."""
import logging
import warnings
from os import environ
# pyright: reportMissingImports=false
# pylint: disable=import-error
from typer import echo
# pylint: enable=import-error
__email__ = "spleeter@deezer.com"
__author__ = "Dee... |
deezer/spleeter | https://github.com/deezer/spleeter | null | null | null | null | 28,199 | null | null | mit | null | null | null | null | null | null | null | spleeter/utils/tensor.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:12.684444 | #!/usr/bin/env python
# coding: utf8
""" Utility function for tensorflow. """
from typing import Any, Callable, Dict
import pandas as pd # type: ignore
# pyright: reportMissingImports=false
# pylint: disable=import-error
import tensorflow as tf # type: ignore
# pylint: enable=import-error
__email__ = "spleeter@... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_gpt_with_VectorRM.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:14.988450 | """
This STORM Wiki pipeline powered by GPT-3.5/4 and local retrieval model that uses Qdrant.
You need to set up the following environment variables to run this script:
- OPENAI_API_KEY: OpenAI API key
- OPENAI_API_TYPE: OpenAI API type (e.g., 'openai' or 'azure')
- QDRANT_API_KEY: Qdrant API key (needed ON... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_ollama.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:14.990783 | """
STORM Wiki pipeline powered by local model hosted by Ollama server and You.com or Bing search engine.
You need to set up the following environment variables to run this script:
- YDC_API_KEY: You.com API key; BING_SEARCH_API_KEY: Bing Search API key, SERPER_API_KEY: Serper API key, BRAVE_API_KEY: Brave API key,... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/helper/process_kaggle_arxiv_abstract_dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:14.995542 | """Process `arxiv_data_210930-054931.csv`
from https://www.kaggle.com/datasets/spsayakpaul/arxiv-paper-abstracts
to a csv file that is compatible with VectorRM.
"""
from argparse import ArgumentParser
import pandas as pd
if __name__ == "__main__":
parser = ArgumentParser()
parser.add_argument(
"--in... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_mistral.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:14.996817 | """
STORM Wiki pipeline powered by Mistral-7B-Instruct-v0.2 hosted by VLLM server and You.com search engine.
You need to set up the following environment variables to run this script:
- YDC_API_KEY: You.com API key; BING_SEARCH_API_KEY: Bing Search API key, SERPER_API_KEY: Serper API key, BRAVE_API_KEY: Brave API k... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_claude.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.004893 | """
STORM Wiki pipeline powered by Claude family models and You.com search engine.
You need to set up the following environment variables to run this script:
- ANTHROPIC_API_KEY: Anthropic API key
- YDC_API_KEY: You.com API key; BING_SEARCH_API_KEY: Bing Search API key, SERPER_API_KEY: Serper API key, BRAVE_API... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_deepseek.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.012259 | """
STORM Wiki pipeline powered by DeepSeek models and You.com or Bing search engine.
You need to set up the following environment variables to run this script:
- DEEPSEEK_API_KEY: DeepSeek API key
- DEEPSEEK_API_BASE: DeepSeek API base URL (default is https://api.deepseek.com)
- YDC_API_KEY: You.com API ke... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/costorm_examples/run_costorm_gpt.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.016621 | """
Co-STORM pipeline powered by GPT-4o/4o-mini and Bing search engine.
You need to set up the following environment variables to run this script:
- OPENAI_API_KEY: OpenAI API key
- OPENAI_API_TYPE: OpenAI API type (e.g., 'openai' or 'azure')
- AZURE_API_BASE: Azure API base URL if using Azure API
- AZU... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_groq.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.019049 | """
STORM Wiki pipeline powered by llama3-70b-8192 hosted by Groq server and You.com search engine.
You need to set up the following environment variables to run this script:
- GROQ_API_KEY: You can get your Groq API Key at https://console.groq.com/keys
- YDC_API_KEY: You.com API key; BING_SEARCH_API_KEY: Bing ... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_gpt.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.024463 | """
STORM Wiki pipeline powered by GPT-3.5/4 and You.com search engine.
You need to set up the following environment variables to run this script:
- OPENAI_API_KEY: OpenAI API key
- OPENAI_API_TYPE: OpenAI API type (e.g., 'openai' or 'azure')
- AZURE_API_BASE: Azure API base URL if using Azure API
- AZU... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_gemini.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:15.034377 | """
STORM Wiki pipeline powered by Google Gemini models and search engine.
You need to set up the following environment variables to run this script:
- GOOGLE_API_KEY: Google API key (Can be obtained from https://ai.google.dev/gemini-api/docs/api-key)
- YDC_API_KEY: You.com API key; BING_SEARCH_API_KEY: Bing Se... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | frontend/demo_light/pages_util/CreateNewArticle.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.006652 | import os
import time
import demo_util
import streamlit as st
from demo_util import (
DemoFileIOHelper,
DemoTextProcessingHelper,
DemoUIHelper,
truncate_filename,
)
def handle_not_started():
if st.session_state["page3_write_article_state"] == "not started":
_, search_form_column, _ = st.c... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_serper.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.007786 | """
STORM Wiki pipeline powered by Claude family models and serper search engine.
You need to set up the following environment variables to run this script:
- ANTHROPIC_API_KEY: Anthropic API key
- SERPER_API_KEY: Serper.dev api key
Output will be structured as below
args.output_dir/
topic_name/ # topic_n... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | frontend/demo_light/pages_util/MyArticles.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.010955 | import os
import demo_util
import streamlit as st
from demo_util import DemoFileIOHelper, DemoUIHelper
from streamlit_card import card
# set page config and display title
def my_articles_page():
with st.sidebar:
_, return_button_col = st.columns([2, 5])
with return_button_col:
if st.b... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.012091 | from .storm_wiki import *
from .collaborative_storm import *
from .encoder import *
from .interface import *
from .lm import *
from .rm import *
from .utils import *
from .dataclass import *
__version__ = "1.1.0"
|
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/engine.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.015262 | import dspy
import os
from dataclasses import dataclass, field, asdict
from typing import List, Union, Literal, Optional, Dict
from .modules import collaborative_storm_utils as collaborative_storm_utils
from .modules.callback import BaseCallbackHandler
from .modules.co_storm_agents import (
SimulatedUser,
Pure... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | examples/storm_examples/run_storm_wiki_ollama_with_searxng.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.023446 | import os
from argparse import ArgumentParser
from dspy import Example
from knowledge_storm import (
STORMWikiRunnerArguments,
STORMWikiRunner,
STORMWikiLMConfigs,
)
from knowledge_storm.lm import OllamaClient
from knowledge_storm.rm import SearXNG
from knowledge_storm.utils import load_api_key
def main... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | frontend/demo_light/storm.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.023970 | import os
script_dir = os.path.dirname(os.path.abspath(__file__))
wiki_root_dir = os.path.dirname(os.path.dirname(script_dir))
import demo_util
from pages_util import MyArticles, CreateNewArticle
from streamlit_float import *
from streamlit_option_menu import option_menu
def main():
global database
st.set_p... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | frontend/demo_light/demo_util.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.053248 | import base64
import datetime
import json
import os
import re
from typing import Optional
import markdown
import pytz
import streamlit as st
# If you install the source code instead of the `knowledge-storm` package,
# Uncomment the following lines:
# import sys
# sys.path.append('../../')
from knowledge_storm import ... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | frontend/demo_light/stoc.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:16.307899 | """https://github.com/arnaudmiribel/stoc"""
import re
import streamlit as st
import unidecode
DISABLE_LINK_CSS = """
<style>
a.toc {
color: inherit;
text-decoration: none; /* no underline */
}
</style>"""
class stoc:
def __init__(self):
self.toc_items = list()
def h1(self, text: str, write... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/article_generation.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.088997 | import dspy
from concurrent.futures import ThreadPoolExecutor, as_completed
from typing import Set, Union
from .collaborative_storm_utils import clean_up_section
from ...dataclass import KnowledgeBase, KnowledgeNode
class ArticleGenerationModule(dspy.Module):
"""Use the information collected from the in... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.089518 | from .article_generation import *
from .grounded_question_answering import *
from .grounded_question_generation import *
from .information_insertion_module import *
from .simulate_user import *
from .warmstart_hierarchical_chat import *
from .knowledge_base_summary import *
from .costorm_expert_utterance_generator impo... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/callback.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.090443 | from typing import List
from ...interface import Information
class BaseCallbackHandler:
"""Base callback handler to manage callbacks from the Co-STORM pipeline."""
def on_turn_policy_planning_start(self, **kwargs):
"""Run when the turn policy planning begins, before deciding the direction or goal for... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/expert_generation.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.092109 | import dspy
import re
from typing import Union
class GenerateExpertGeneral(dspy.Signature):
"""You need to select a group of diverse experts who will be suitable to be invited to a roundtable discussion on the given topic.
Each expert should represent a different perspective, role, or affiliation relat... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/grounded_question_answering.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.094129 | import dspy
from typing import Union, List
from .callback import BaseCallbackHandler
from .collaborative_storm_utils import (
trim_output_after_hint,
format_search_results,
extract_cited_storm_info,
separate_citations,
)
from ...logging_wrapper import LoggingWrapper
from ...utils import ArticleTextProc... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/grounded_question_generation.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.095801 | """
This module handles question generation within the Co-STORM framework, specifically designed to support the Moderator role.
The Moderator generates insightful, thought-provoking questions that introduce new directions into the conversation.
By leveraging uncited or unused snippets of information retrieved dur... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/collaborative_storm_utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.096872 | import dspy
import os
import re
import sys
import toml
from typing import List, Tuple, Dict, Optional, TYPE_CHECKING
if TYPE_CHECKING:
from ..engine import RunnerArgument
from ...interface import Information, Retriever, LMConfigs
from ...logging_wrapper import LoggingWrapper
from ...rm import BingSearch... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/costorm_expert_utterance_generator.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.097867 | import dspy
from typing import Union
from .callback import BaseCallbackHandler
from .collaborative_storm_utils import (
trim_output_after_hint,
extract_and_remove_citations,
keep_first_and_last_paragraph,
)
from .grounded_question_answering import AnswerQuestionModule
from .grounded_question_generation im... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/co_storm_agents.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.117706 | import dspy
from itertools import zip_longest
import numpy as np
from sklearn.metrics.pairwise import cosine_similarity
from typing import List, Optional, TYPE_CHECKING
from .callback import BaseCallbackHandler
from .collaborative_storm_utils import (
extract_storm_info_snippet,
_get_answer_question_module_ins... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/information_insertion_module.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:17.980413 | import dspy
import numpy as np
import re
import traceback
from concurrent.futures import ThreadPoolExecutor, as_completed
from sklearn.metrics.pairwise import cosine_similarity
from typing import List, Union, Dict, Optional
from .collaborative_storm_utils import trim_output_after_hint
from ...dataclass impo... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/knowledge_base_summary.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:19.231175 | import dspy
from typing import Union
from ...dataclass import KnowledgeBase
class KnowledgeBaseSummmary(dspy.Signature):
"""Your job is to give brief summary of what's been discussed in a roundtable conversation. Contents are themantically organized into hierarchical sections.
You will be presented with these... |
stanford-oval/storm | https://github.com/stanford-oval/storm | null | null | null | null | 28,156 | null | null | mit | null | null | null | null | null | null | null | knowledge_storm/collaborative_storm/modules/simulate_user.py | null | null | null | null | null | null | Python | 2026-05-04T02:25:19.231764 | import dspy
from typing import List, Union
from .collaborative_storm_utils import extract_and_remove_citations
from ...dataclass import ConversationTurn
from ...storm_wiki.modules.knowledge_curation import AskQuestionWithPersona
class GenSimulatedUserUtterance(dspy.Module):
def __init__(self, engine: Union[dspy.... |
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