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 |
|---|---|---|---|---|---|---|---|---|
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/__init__.py | libs/cli/tests/unit_tests/migrate/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py | libs/cli/tests/unit_tests/migrate/generate/test_langchain_migration.py | import pytest
from langchain_classic._api import suppress_langchain_deprecation_warning as sup2
from langchain_core._api import suppress_langchain_deprecation_warning as sup1
from langchain_cli.namespaces.migrate.generate.generic import (
generate_simplified_migrations,
)
@pytest.mark.xfail(reason="Unknown reaso... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/generate/test_utils.py | libs/cli/tests/unit_tests/migrate/generate/test_utils.py | from langchain_cli.namespaces.migrate.generate.utils import PKGS_ROOT
def test_root() -> None:
if PKGS_ROOT.name != "libs":
msg = "Expected PKGS_ROOT.name to be 'libs'."
raise ValueError(msg)
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/generate/test_partner_migrations.py | libs/cli/tests/unit_tests/migrate/generate/test_partner_migrations.py | import pytest
from langchain_cli.namespaces.migrate.generate.partner import (
get_migrations_for_partner_package,
)
pytest.importorskip(modname="langchain_openai")
def test_generate_migrations() -> None:
migrations = get_migrations_for_partner_package("langchain_openai")
if migrations != [
("lan... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/generate/__init__.py | libs/cli/tests/unit_tests/migrate/generate/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/file.py | libs/cli/tests/unit_tests/migrate/cli_runner/file.py | from __future__ import annotations
class File:
def __init__(self, name: str, content: list[str] | None = None) -> None:
self.name = name
self.content = "\n".join(content or [])
def __eq__(self, __value: object, /) -> bool:
if not isinstance(__value, File):
return NotImplem... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/case.py | libs/cli/tests/unit_tests/migrate/cli_runner/case.py | from __future__ import annotations
from dataclasses import dataclass
from typing import TYPE_CHECKING
if TYPE_CHECKING:
from .file import File
from .folder import Folder
@dataclass
class Case:
source: Folder | File
expected: Folder | File
name: str
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/folder.py | libs/cli/tests/unit_tests/migrate/cli_runner/folder.py | from __future__ import annotations
from typing import TYPE_CHECKING
from .file import File
if TYPE_CHECKING:
from pathlib import Path
class Folder:
def __init__(self, name: str, *files: Folder | File) -> None:
self.name = name
self._files = files
@property
def files(self) -> list[F... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/test_cli.py | libs/cli/tests/unit_tests/migrate/cli_runner/test_cli.py | from __future__ import annotations
import difflib
from pathlib import Path
import pytest
from typer.testing import CliRunner
from langchain_cli.cli import app
from tests.unit_tests.migrate.cli_runner.cases import before, expected
from tests.unit_tests.migrate.cli_runner.folder import Folder
pytest.importorskip("gri... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/__init__.py | libs/cli/tests/unit_tests/migrate/cli_runner/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/cases/imports.py | libs/cli/tests/unit_tests/migrate/cli_runner/cases/imports.py | from tests.unit_tests.migrate.cli_runner.case import Case
from tests.unit_tests.migrate.cli_runner.file import File
cases = [
Case(
name="Imports",
source=File(
"app.py",
content=[
"from langchain_community.chat_models import ChatOpenAI",
"",
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/cases/imports_with_alias_changes.py | libs/cli/tests/unit_tests/migrate/cli_runner/cases/imports_with_alias_changes.py | """Handle a test case where the import is updated and may involve an alias change."""
from tests.unit_tests.migrate.cli_runner.case import Case
from tests.unit_tests.migrate.cli_runner.file import File
# The test case right now make sure that if we update the import
# of RunnableMap to RunnableParallel then the code ... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/unit_tests/migrate/cli_runner/cases/__init__.py | libs/cli/tests/unit_tests/migrate/cli_runner/cases/__init__.py | from tests.unit_tests.migrate.cli_runner.case import Case
from tests.unit_tests.migrate.cli_runner.cases import imports
from tests.unit_tests.migrate.cli_runner.file import File
from tests.unit_tests.migrate.cli_runner.folder import Folder
cases = [
Case(
name="empty",
source=File("__init__.py", co... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/integration_tests/test_compile.py | libs/cli/tests/integration_tests/test_compile.py | import pytest
@pytest.mark.compile
def test_placeholder() -> None:
"""Used for compiling integration tests without running any real tests."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/tests/integration_tests/__init__.py | libs/cli/tests/integration_tests/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/dev_scripts.py | libs/cli/langchain_cli/dev_scripts.py | """Development Scripts for template packages."""
from collections.abc import Sequence
from typing import Literal
from fastapi import FastAPI
from langserve import add_routes
from langchain_cli.utils.packages import get_langserve_export, get_package_root
def create_demo_server(
*,
config_keys: Sequence[str]... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/cli.py | libs/cli/langchain_cli/cli.py | """LangChain CLI."""
from __future__ import annotations
from typing import Annotated
import typer
from langchain_cli._version import __version__
from langchain_cli.namespaces import app as app_namespace
from langchain_cli.namespaces import integration as integration_namespace
from langchain_cli.namespaces import te... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/constants.py | libs/cli/langchain_cli/constants.py | """LangChain CLI constants."""
DEFAULT_GIT_REPO = "https://github.com/langchain-ai/langchain.git"
DEFAULT_GIT_SUBDIRECTORY = "templates"
DEFAULT_GIT_REF = "master"
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/_version.py | libs/cli/langchain_cli/_version.py | from importlib import metadata
try:
__version__ = metadata.version(__package__)
except metadata.PackageNotFoundError:
# Case where package metadata is not available.
__version__ = ""
del metadata # optional, avoids polluting the results of dir(__package__)
__all__ = ["__version__"]
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/__init__.py | libs/cli/langchain_cli/__init__.py | """LangChain CLI."""
from langchain_cli._version import __version__
__all__ = [
"__version__",
]
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/scripts/check_imports.py | libs/cli/langchain_cli/integration_template/scripts/check_imports.py | import sys
import traceback
from importlib.machinery import SourceFileLoader
if __name__ == "__main__":
files = sys.argv[1:]
has_failure = False
for file in files:
try:
SourceFileLoader("x", file).load_module()
except Exception:
has_failure = True
print(f... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/chat_models.py | libs/cli/langchain_cli/integration_template/integration_template/chat_models.py | """__ModuleName__ chat models."""
from typing import Any, Dict, Iterator, List
from langchain_core.callbacks import (
CallbackManagerForLLMRun,
)
from langchain_core.language_models import BaseChatModel
from langchain_core.messages import (
AIMessage,
AIMessageChunk,
BaseMessage,
)
from langchain_core... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/tools.py | libs/cli/langchain_cli/integration_template/integration_template/tools.py | """__ModuleName__ tools."""
from typing import Type
from langchain_core.callbacks import (
CallbackManagerForToolRun,
)
from langchain_core.tools import BaseTool
from pydantic import BaseModel, Field
class __ModuleName__ToolInput(BaseModel):
"""Input schema for __ModuleName__ tool.
This docstring is **... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/document_loaders.py | libs/cli/langchain_cli/integration_template/integration_template/document_loaders.py | """__ModuleName__ document loader."""
from typing import Iterator
from langchain_core.document_loaders.base import BaseLoader
from langchain_core.documents import Document
class __ModuleName__Loader(BaseLoader):
# TODO: Replace all TODOs in docstring. See example docstring:
# https://github.com/langchain-ai... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/vectorstores.py | libs/cli/langchain_cli/integration_template/integration_template/vectorstores.py | """__ModuleName__ vector stores."""
from __future__ import annotations
import uuid
from typing import (
Any,
Callable,
Iterator,
List,
Sequence,
Tuple,
Type,
TypeVar,
)
from langchain_core.documents import Document
from langchain_core.embeddings import Embeddings
from langchain_core.v... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/retrievers.py | libs/cli/langchain_cli/integration_template/integration_template/retrievers.py | """__ModuleName__ retrievers."""
from typing import Any, List
from langchain_core.callbacks import CallbackManagerForRetrieverRun
from langchain_core.documents import Document
from langchain_core.retrievers import BaseRetriever
class __ModuleName__Retriever(BaseRetriever):
# TODO: Replace all TODOs in docstring... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/__init__.py | libs/cli/langchain_cli/integration_template/integration_template/__init__.py | from importlib import metadata
from __module_name__.chat_models import Chat__ModuleName__
from __module_name__.document_loaders import __ModuleName__Loader
from __module_name__.embeddings import __ModuleName__Embeddings
from __module_name__.retrievers import __ModuleName__Retriever
from __module_name__.toolkits import... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/embeddings.py | libs/cli/langchain_cli/integration_template/integration_template/embeddings.py | from typing import List
from langchain_core.embeddings import Embeddings
class __ModuleName__Embeddings(Embeddings):
"""__ModuleName__ embedding model integration.
# TODO: Replace with relevant packages, env vars.
Setup:
Install `__package_name__` and set environment variable
`__MODULE_N... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/integration_template/toolkits.py | libs/cli/langchain_cli/integration_template/integration_template/toolkits.py | """__ModuleName__ toolkits."""
from typing import List
from langchain_core.tools import BaseTool, BaseToolkit
class __ModuleName__Toolkit(BaseToolkit):
# TODO: Replace all TODOs in docstring. See example docstring:
# https://github.com/langchain-ai/langchain/blob/c123cb2b304f52ab65db4714eeec46af69a861ec/lib... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/__init__.py | libs/cli/langchain_cli/integration_template/tests/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/unit_tests/test_tools.py | libs/cli/langchain_cli/integration_template/tests/unit_tests/test_tools.py | from typing import Type
from __module_name__.tools import __ModuleName__Tool
from langchain_tests.unit_tests import ToolsUnitTests
class TestParrotMultiplyToolUnit(ToolsUnitTests):
@property
def tool_constructor(self) -> Type[__ModuleName__Tool]:
return __ModuleName__Tool
@property
def tool_... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/unit_tests/test_chat_models.py | libs/cli/langchain_cli/integration_template/tests/unit_tests/test_chat_models.py | """Test chat model integration."""
from typing import Type
from __module_name__.chat_models import Chat__ModuleName__
from langchain_tests.unit_tests import ChatModelUnitTests
class TestChat__ModuleName__Unit(ChatModelUnitTests):
@property
def chat_model_class(self) -> Type[Chat__ModuleName__]:
retu... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/unit_tests/__init__.py | libs/cli/langchain_cli/integration_template/tests/unit_tests/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/unit_tests/test_embeddings.py | libs/cli/langchain_cli/integration_template/tests/unit_tests/test_embeddings.py | """Test embedding model integration."""
from typing import Type
from __module_name__.embeddings import __ModuleName__Embeddings
from langchain_tests.unit_tests import EmbeddingsUnitTests
class TestParrotLinkEmbeddingsUnit(EmbeddingsUnitTests):
@property
def embeddings_class(self) -> Type[__ModuleName__Embed... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_tools.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_tools.py | from typing import Type
from __module_name__.tools import __ModuleName__Tool
from langchain_tests.integration_tests import ToolsIntegrationTests
class TestParrotMultiplyToolIntegration(ToolsIntegrationTests):
@property
def tool_constructor(self) -> Type[__ModuleName__Tool]:
return __ModuleName__Tool
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_vectorstores.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_vectorstores.py | from typing import Generator
import pytest
from __module_name__.vectorstores import __ModuleName__VectorStore
from langchain_core.vectorstores import VectorStore
from langchain_tests.integration_tests import VectorStoreIntegrationTests
class Test__ModuleName__VectorStore(VectorStoreIntegrationTests):
@pytest.fix... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_compile.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_compile.py | import pytest
@pytest.mark.compile
def test_placeholder() -> None:
"""Used for compiling integration tests without running any real tests."""
pass
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_chat_models.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_chat_models.py | """Test Chat__ModuleName__ chat model."""
from typing import Type
from __module_name__.chat_models import Chat__ModuleName__
from langchain_tests.integration_tests import ChatModelIntegrationTests
class TestChatParrotLinkIntegration(ChatModelIntegrationTests):
@property
def chat_model_class(self) -> Type[Ch... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/__init__.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/__init__.py | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false | |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_retrievers.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_retrievers.py | from typing import Type
from __module_name__.retrievers import __ModuleName__Retriever
from langchain_tests.integration_tests import (
RetrieversIntegrationTests,
)
class Test__ModuleName__Retriever(RetrieversIntegrationTests):
@property
def retriever_constructor(self) -> Type[__ModuleName__Retriever]:
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/integration_template/tests/integration_tests/test_embeddings.py | libs/cli/langchain_cli/integration_template/tests/integration_tests/test_embeddings.py | """Test __ModuleName__ embeddings."""
from typing import Type
from __module_name__.embeddings import __ModuleName__Embeddings
from langchain_tests.integration_tests import EmbeddingsIntegrationTests
class TestParrotLinkEmbeddingsIntegration(EmbeddingsIntegrationTests):
@property
def embeddings_class(self) -... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/git.py | libs/cli/langchain_cli/utils/git.py | """Git utilities."""
from __future__ import annotations
import hashlib
import logging
import re
import shutil
from pathlib import Path
from typing import TYPE_CHECKING, Any, TypedDict
from git import Repo
from langchain_cli.constants import (
DEFAULT_GIT_REF,
DEFAULT_GIT_REPO,
DEFAULT_GIT_SUBDIRECTORY,
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/find_replace.py | libs/cli/langchain_cli/utils/find_replace.py | """Find and replace text in files."""
from pathlib import Path
def find_and_replace(source: str, replacements: dict[str, str]) -> str:
"""Find and replace text in a string.
Args:
source: The source string.
replacements: A dictionary of `{find: replace}` pairs.
Returns:
The modif... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/events.py | libs/cli/langchain_cli/utils/events.py | """Events utilities."""
from __future__ import annotations
import http.client
import json
from typing import Any, TypedDict
import typer
WRITE_KEY = "310apTK0HUFl4AOv"
class EventDict(TypedDict):
"""Event data structure for analytics tracking.
Attributes:
event: The name of the event.
pro... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/pyproject.py | libs/cli/langchain_cli/utils/pyproject.py | """Pyproject.toml utilities."""
import contextlib
from collections.abc import Iterable
from pathlib import Path
from typing import Any
from tomlkit import dump, inline_table, load
from tomlkit.items import InlineTable
def _get_dep_inline_table(path: Path) -> InlineTable:
dep = inline_table()
dep.update({"pa... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/__init__.py | libs/cli/langchain_cli/utils/__init__.py | """Utilities."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/github.py | libs/cli/langchain_cli/utils/github.py | """GitHub utilities."""
from __future__ import annotations
import http.client
import json
def list_packages(*, contains: str | None = None) -> list[str]:
"""List all packages in the langchain repository templates directory.
Args:
contains: Optional substring that the package name must contain.
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/utils/packages.py | libs/cli/langchain_cli/utils/packages.py | """Packages utilities."""
from __future__ import annotations
from pathlib import Path
from typing import Any, TypedDict, cast
from tomlkit import load
def get_package_root(cwd: Path | None = None) -> Path:
"""Get package root directory.
Args:
cwd: The current working directory to start the search ... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/integration.py | libs/cli/langchain_cli/namespaces/integration.py | """Develop integration packages for LangChain."""
import os
import re
import shutil
import subprocess
from pathlib import Path
from typing import Annotated, cast
import typer
from typing_extensions import TypedDict
from langchain_cli.utils.find_replace import replace_file, replace_glob
integration_cli = typer.Typer... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/template.py | libs/cli/langchain_cli/namespaces/template.py | """Develop installable templates."""
import re
import shutil
import subprocess
from pathlib import Path
from typing import Annotated
import typer
import uvicorn
from langchain_cli.utils.github import list_packages
from langchain_cli.utils.packages import get_langserve_export, get_package_root
package_cli = typer.Ty... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/__init__.py | libs/cli/langchain_cli/namespaces/__init__.py | """Namespaces."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/app.py | libs/cli/langchain_cli/namespaces/app.py | """Manage LangChain apps."""
import shutil
import subprocess
import sys
import warnings
from pathlib import Path
from typing import Annotated
import typer
import uvicorn
from langchain_cli.utils.events import create_events
from langchain_cli.utils.git import (
DependencySource,
copy_repo,
parse_dependenc... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/main.py | libs/cli/langchain_cli/namespaces/migrate/main.py | """Migrate LangChain to the most recent version."""
from pathlib import Path
import rich
import typer
from gritql import run # type: ignore[import-untyped]
from typer import Option
def get_gritdir_path() -> Path:
"""Get the path to the grit directory."""
script_dir = Path(__file__).parent
return script... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/__init__.py | libs/cli/langchain_cli/namespaces/migrate/__init__.py | """Migrations."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/generate/partner.py | libs/cli/langchain_cli/namespaces/migrate/generate/partner.py | """Generate migrations for partner packages."""
import importlib
from langchain_core.documents import BaseDocumentCompressor, BaseDocumentTransformer
from langchain_core.embeddings import Embeddings
from langchain_core.language_models import BaseLanguageModel
from langchain_core.retrievers import BaseRetriever
from l... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/generate/grit.py | libs/cli/langchain_cli/namespaces/migrate/generate/grit.py | """Migration as Grit file."""
def split_package(package: str) -> tuple[str, str]:
"""Split a package name into the containing package and the final name.
Args:
package: The full package name.
Returns:
A tuple of `(containing_package, final_name)`.
"""
parts = package.split(".")
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/generate/utils.py | libs/cli/langchain_cli/namespaces/migrate/generate/utils.py | """Generate migrations utilities."""
import ast
import inspect
import os
import pathlib
from pathlib import Path
from types import ModuleType
from typing_extensions import override
HERE = Path(__file__).parent
# Should bring us to [root]/src
PKGS_ROOT = HERE.parent.parent.parent.parent.parent
LANGCHAIN_PKG = PKGS_R... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/generate/generic.py | libs/cli/langchain_cli/namespaces/migrate/generate/generic.py | """Generate migrations from langchain to langchain-community or core packages."""
import importlib
import inspect
import pkgutil
from types import ModuleType
def generate_raw_migrations(
from_package: str,
to_package: str,
filter_by_all: bool = False, # noqa: FBT001, FBT002
) -> list[tuple[str, str]]:
... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/namespaces/migrate/generate/__init__.py | libs/cli/langchain_cli/namespaces/migrate/generate/__init__.py | """Generate migrations."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/package_template/tests/__init__.py | libs/cli/langchain_cli/package_template/tests/__init__.py | """Tests."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/package_template/package_template/chain.py | libs/cli/langchain_cli/package_template/package_template/chain.py | """Chain definition."""
from langchain_core.prompts import ChatPromptTemplate
from langchain_openai import ChatOpenAI
_prompt = ChatPromptTemplate.from_messages(
[
(
"system",
"You are a helpful assistant who speaks like a pirate",
),
("human", "{text}"),
]
)
_m... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/package_template/package_template/__init__.py | libs/cli/langchain_cli/package_template/package_template/__init__.py | """__module_name__ module."""
from __module_name__.chain import chain
__all__ = ["chain"]
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/project_template/app/__init__.py | libs/cli/langchain_cli/project_template/app/__init__.py | """Server application."""
| python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
langchain-ai/langchain | https://github.com/langchain-ai/langchain/blob/e5d4acf681784d1ea356c932cf31c1c9723dbafa/libs/cli/langchain_cli/project_template/app/server.py | libs/cli/langchain_cli/project_template/app/server.py | """Chain server."""
from fastapi import FastAPI
from fastapi.responses import RedirectResponse
from langserve import add_routes
app = FastAPI()
@app.get("/")
async def _redirect_root_to_docs() -> RedirectResponse:
return RedirectResponse("/docs")
# Edit this to add the chain you want to add
add_routes(app, No... | python | MIT | e5d4acf681784d1ea356c932cf31c1c9723dbafa | 2026-01-04T14:38:15.444279Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/.github/scripts/build_matrix.py | .github/scripts/build_matrix.py | #!/usr/bin/env python3
import json
import os
from typing import NotRequired, TypedDict, cast
import yaml
class MatrixEntry(TypedDict):
label: str
index: int
class MatrixInclude(TypedDict):
label: str
index: int
is_primary: bool
expected_nodes: int
class Config(TypedDict):
hardware_pla... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/.github/scripts/bench.py | .github/scripts/bench.py | #!/usr/bin/env python3
# type: ignore
"""
Unified benchmark script for EXO.
Runs single or multi-stage benchmarks with configurable load patterns.
Requests are fire-and-forget, allowing overlapping execution.
Simple benchmark (1 iteration): --config .github/configs/bench_simple.yaml
Complex benchmark (multiple sta... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | true |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/tmp/run_llm.py | tmp/run_llm.py | #!/usr/bin/env python3
import argparse
import json
import sys
import requests
def stream_chat(host: str, query: str) -> None:
url = f"http://{host}:52415/v1/chat/completions"
headers = {"Content-Type": "application/json"}
payload = {
"model": "mlx-community/Llama-3.2-1B-Instruct-4bit",
# ... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/__main__.py | src/exo/__main__.py | from __future__ import annotations
import sys
from collections.abc import Sequence
from multiprocessing import freeze_support
from typing import Final
from exo.main import main
INLINE_CODE_FLAG: Final[str] = "-c"
def _maybe_run_inline_code(argv: Sequence[str]) -> bool:
"""
Reproduce the bare minimum of Pyt... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/main.py | src/exo/main.py | import argparse
import multiprocessing as mp
import os
import signal
from dataclasses import dataclass, field
from typing import Self
import anyio
from anyio.abc import TaskGroup
from loguru import logger
from pydantic import PositiveInt
import exo.routing.topics as topics
from exo.master.api import API # TODO: shou... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/__init__.py | src/exo/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/plan.py | src/exo/worker/plan.py | # pyright: reportUnusedImport = false
from collections.abc import Mapping, Sequence
from exo.shared.types.common import NodeId
from exo.shared.types.models import ModelId
from exo.shared.types.tasks import (
ChatCompletion,
ConnectToGroup,
CreateRunner,
DownloadModel,
LoadModel,
Shutdown,
... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/main.py | src/exo/worker/main.py | from datetime import datetime, timezone
from random import random
import anyio
from anyio import CancelScope, create_task_group, current_time, fail_after
from anyio.abc import TaskGroup
from loguru import logger
from exo.routing.connection_message import ConnectionMessage, ConnectionMessageType
from exo.shared.apply ... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/__init__.py | src/exo/worker/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/constants.py | src/exo/worker/tests/constants.py | from typing import Final
from exo.shared.types.common import CommandId, NodeId
from exo.shared.types.models import ModelId
from exo.shared.types.tasks import TaskId
from exo.shared.types.worker.instances import InstanceId, RunnerId
MASTER_NODE_ID = NodeId("ffffffff-aaaa-4aaa-8aaa-aaaaaaaaaaaa")
NODE_A: Final[NodeId]... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/__init__.py | src/exo/worker/tests/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/conftest.py | src/exo/worker/tests/unittests/conftest.py | from dataclasses import dataclass, field
from exo.shared.types.common import NodeId
from exo.shared.types.memory import Memory
from exo.shared.types.models import ModelId, ModelMetadata
from exo.shared.types.tasks import BaseTask, TaskId
from exo.shared.types.worker.instances import (
BoundInstance,
Instance,
... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/__init__.py | src/exo/worker/tests/unittests/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_mlx/__init__.py | src/exo/worker/tests/unittests/test_mlx/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_plan/test_runner_lifecycle.py | src/exo/worker/tests/unittests/test_plan/test_runner_lifecycle.py | from typing import Any
import exo.worker.plan as plan_mod
from exo.shared.types.tasks import Shutdown
from exo.shared.types.worker.instances import BoundInstance, Instance, InstanceId
from exo.shared.types.worker.runners import (
RunnerFailed,
RunnerId,
RunnerReady,
RunnerStatus,
)
from exo.worker.test... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_plan/test_download_and_loading.py | src/exo/worker/tests/unittests/test_plan/test_download_and_loading.py | import exo.worker.plan as plan_mod
from exo.shared.types.common import NodeId
from exo.shared.types.models import ModelId
from exo.shared.types.tasks import LoadModel
from exo.shared.types.worker.downloads import DownloadCompleted, DownloadProgress
from exo.shared.types.worker.instances import BoundInstance
from exo.sh... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_plan/test_warmup.py | src/exo/worker/tests/unittests/test_plan/test_warmup.py | import exo.worker.plan as plan_mod
from exo.shared.types.tasks import StartWarmup
from exo.shared.types.worker.instances import BoundInstance
from exo.shared.types.worker.runners import (
RunnerIdle,
RunnerLoaded,
RunnerLoading,
RunnerWarmingUp,
)
from exo.worker.tests.constants import (
INSTANCE_1_... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_plan/__init__.py | src/exo/worker/tests/unittests/test_plan/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_plan/test_task_forwarding.py | src/exo/worker/tests/unittests/test_plan/test_task_forwarding.py | from typing import cast
import exo.worker.plan as plan_mod
from exo.shared.types.api import ChatCompletionTaskParams
from exo.shared.types.tasks import ChatCompletion, Task, TaskId, TaskStatus
from exo.shared.types.worker.instances import BoundInstance, InstanceId
from exo.shared.types.worker.runners import (
Runn... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_runner/test_runner_supervisor.py | src/exo/worker/tests/unittests/test_runner/test_runner_supervisor.py | # TODO:
| python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_runner/__init__.py | src/exo/worker/tests/unittests/test_runner/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_runner/test_event_ordering.py | src/exo/worker/tests/unittests/test_runner/test_event_ordering.py | # Check tasks are complete before runner is ever ready.
from collections.abc import Iterable
from typing import Callable
import pytest
import exo.worker.runner.runner as mlx_runner
from exo.shared.types.api import ChatCompletionMessage
from exo.shared.types.chunks import TokenChunk
from exo.shared.types.events import... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/tests/unittests/test_download/__init__.py | src/exo/worker/tests/unittests/test_download/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/net_profile.py | src/exo/worker/utils/net_profile.py | import http.client
from anyio import create_task_group, to_thread
from loguru import logger
from exo.shared.topology import Topology
from exo.shared.types.common import NodeId
async def check_reachability(
target_ip: str,
expected_node_id: NodeId,
self_node_id: NodeId,
out: dict[NodeId, set[str]],
)... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/system_info.py | src/exo/worker/utils/system_info.py | import socket
import sys
from subprocess import CalledProcessError
import psutil
from anyio import run_process
from exo.shared.types.profiling import NetworkInterfaceInfo
async def get_friendly_name() -> str:
"""
Asynchronously gets the 'Computer Name' (friendly name) of a Mac.
e.g., "John's MacBook Pro... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/profile.py | src/exo/worker/utils/profile.py | import asyncio
import os
import platform
from typing import Any, Callable, Coroutine
import anyio
from loguru import logger
from exo.shared.types.memory import Memory
from exo.shared.types.profiling import (
MemoryPerformanceProfile,
NodePerformanceProfile,
SystemPerformanceProfile,
)
from .macmon import... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/macmon.py | src/exo/worker/utils/macmon.py | import platform
import shutil
from subprocess import CalledProcessError
from typing import cast
from anyio import run_process
from pydantic import BaseModel, ConfigDict, ValidationError
class MacMonError(Exception):
"""Exception raised for errors in the MacMon functions."""
def _get_binary_path() -> str:
"... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/__init__.py | src/exo/worker/utils/__init__.py | from .profile import start_polling_memory_metrics, start_polling_node_metrics
__all__ = [
"start_polling_node_metrics",
"start_polling_memory_metrics",
]
| python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/tests/__init__.py | src/exo/worker/utils/tests/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/utils/tests/test_macmon.py | src/exo/worker/utils/tests/test_macmon.py | """Tests for macmon error handling.
These tests verify that MacMon errors are handled gracefully without
crashing the application or spamming logs.
"""
import platform
from subprocess import CalledProcessError
from unittest.mock import AsyncMock, patch
import pytest
from exo.worker.utils.macmon import MacMonError, ... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/runner/runner.py | src/exo/worker/runner/runner.py | import time
from exo.shared.types.api import ChatCompletionMessageText
from exo.shared.types.chunks import TokenChunk
from exo.shared.types.events import (
ChunkGenerated,
Event,
RunnerStatusUpdated,
TaskAcknowledged,
TaskStatusUpdated,
)
from exo.shared.types.tasks import (
ChatCompletion,
... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/runner/runner_supervisor.py | src/exo/worker/runner/runner_supervisor.py | import contextlib
import signal
from dataclasses import dataclass, field
from multiprocessing import Process
from typing import Self
import anyio
from anyio import (
BrokenResourceError,
ClosedResourceError,
create_task_group,
to_thread,
)
from anyio.abc import TaskGroup
from loguru import logger
from... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/runner/bootstrap.py | src/exo/worker/runner/bootstrap.py | import os
import loguru
from exo.shared.types.events import Event, RunnerStatusUpdated
from exo.shared.types.tasks import Task
from exo.shared.types.worker.instances import BoundInstance, MlxJacclInstance
from exo.shared.types.worker.runners import RunnerFailed
from exo.utils.channels import MpReceiver, MpSender
log... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/engines/__init__.py | src/exo/worker/engines/__init__.py | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false | |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/engines/mlx/utils_mlx.py | src/exo/worker/engines/mlx/utils_mlx.py | import json
import os
import resource
import time
from pathlib import Path
from typing import Any, Callable, cast
from mlx_lm.models.cache import KVCache, QuantizedKVCache, RotatingKVCache
from mlx_lm.models.deepseek_v3 import DeepseekV3Model
from mlx_lm.sample_utils import make_sampler
from mlx_lm.tokenizer_utils imp... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
exo-explore/exo | https://github.com/exo-explore/exo/blob/17f9b583a48def54c99d35a5815a4fdc3e81f090/src/exo/worker/engines/mlx/constants.py | src/exo/worker/engines/mlx/constants.py | # TODO: Do we want so many constants?
# I think we want a lot of these as parameters?
KV_GROUP_SIZE: int | None = 32
KV_BITS: int | None = None
ATTENTION_KV_BITS: int | None = 4
MAX_TOKENS: int = 8192
MAX_KV_SIZE: int | None = 3200
KEEP_KV_SIZE: int | None = 1600
QUANTIZE_MODEL_MODE: str | None = "affine"
CACHE_GROUP... | python | Apache-2.0 | 17f9b583a48def54c99d35a5815a4fdc3e81f090 | 2026-01-04T14:40:59.780748Z | false |
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