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11
Commits
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|
||||
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
|
||||
@@ -0,0 +1 @@
|
||||
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
|
||||
@@ -0,0 +1 @@
|
||||
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
|
||||
@@ -28,11 +28,14 @@ def human_node(state: State):
|
||||
value = interrupt(
|
||||
# Any JSON serializable value to surface to the human.
|
||||
# For example, a question or a piece of text or a set of keys in the state
|
||||
some_data
|
||||
{
|
||||
"text_to_revise": state["some_text"]
|
||||
}
|
||||
)
|
||||
...
|
||||
# Update the state with the human's input or route the graph based on the input.
|
||||
...
|
||||
return {
|
||||
"some_text": value
|
||||
}
|
||||
|
||||
graph = graph_builder.compile(
|
||||
checkpointer=checkpointer # Required for `interrupt` to work
|
||||
@@ -46,6 +49,83 @@ graph.invoke(some_input, config=thread_config)
|
||||
graph.invoke(Command(resume=value_from_human), config=thread_config)
|
||||
```
|
||||
|
||||
```pycon
|
||||
{'some_text': 'Edited text'}
|
||||
```
|
||||
|
||||
!!! warning
|
||||
Interrupts are both powerful and ergonomic. However, while they may resemble Python's input() function in terms of developer experience, it's important to note that they do not automatically resume execution from the interruption point. Instead, they rerun the entire node where the interrupt was used.
|
||||
For this reason, interrupts are typically best placed at the start of a node or in a dedicated node. Please read the [resuming from an interrupt](#how-does-resuming-from-an-interrupt-work) section for more details.
|
||||
|
||||
??? "Full Code"
|
||||
|
||||
Here's a full example of how to use `interrupt` in a graph, if you'd like
|
||||
to see the code in action.
|
||||
|
||||
```python
|
||||
from typing import TypedDict
|
||||
import uuid
|
||||
|
||||
from langgraph.checkpoint.memory import MemorySaver
|
||||
from langgraph.constants import START
|
||||
from langgraph.graph import StateGraph
|
||||
from langgraph.types import interrupt, Command
|
||||
|
||||
class State(TypedDict):
|
||||
"""The graph state."""
|
||||
some_text: str
|
||||
|
||||
def human_node(state: State):
|
||||
value = interrupt(
|
||||
# Any JSON serializable value to surface to the human.
|
||||
# For example, a question or a piece of text or a set of keys in the state
|
||||
{
|
||||
"text_to_revise": state["some_text"]
|
||||
}
|
||||
)
|
||||
return {
|
||||
# Update the state with the human's input
|
||||
"some_text": value
|
||||
}
|
||||
|
||||
|
||||
# Build the graph
|
||||
graph_builder = StateGraph(State)
|
||||
# Add the human-node to the graph
|
||||
graph_builder.add_node("human_node", human_node)
|
||||
graph_builder.add_edge(START, "human_node")
|
||||
|
||||
# A checkpointer is required for `interrupt` to work.
|
||||
checkpointer = MemorySaver()
|
||||
graph = graph_builder.compile(
|
||||
checkpointer=checkpointer
|
||||
)
|
||||
|
||||
# Pass a thread ID to the graph to run it.
|
||||
thread_config = {"configurable": {"thread_id": uuid.uuid4()}}
|
||||
|
||||
# Using stream() to directly surface the `__interrupt__` information.
|
||||
for chunk in graph.stream({"some_text": "Original text"}, config=thread_config):
|
||||
print(chunk)
|
||||
|
||||
# Resume using Command
|
||||
for chunk in graph.stream(Command(resume="Edited text"), config=thread_config):
|
||||
print(chunk)
|
||||
```
|
||||
|
||||
```pycon
|
||||
{'__interrupt__': (
|
||||
Interrupt(
|
||||
value={'question': 'Please revise the text', 'some_text': 'Original text'},
|
||||
resumable=True,
|
||||
ns=['human_node:10fe492f-3688-c8c6-0d0a-ec61a43fecd6'],
|
||||
when='during'
|
||||
),
|
||||
)
|
||||
}
|
||||
{'human_node': {'some_text': 'Edited text'}}
|
||||
```
|
||||
|
||||
## Requirements
|
||||
|
||||
To use `interrupt` in your graph, you need to:
|
||||
|
||||
@@ -98,7 +98,7 @@ This is a special case of updating the graph state from tools where in addition
|
||||
```python
|
||||
def call_tools(state):
|
||||
...
|
||||
commands = [tools_by_name[call["name"].invoke(call, config={"coerce_tool_content": False}) for tool_call in tool_calls]
|
||||
commands = [tools_by_name[tool_call["name"]].invoke(tool_call) for tool_call in tool_calls]
|
||||
return commands
|
||||
```
|
||||
|
||||
|
||||
@@ -168,7 +168,7 @@ Importantly, LangGraph knows whether a particular checkpoint has been executed p
|
||||
|
||||
### Update state
|
||||
|
||||
In addition to re-playing the graph from specific `checkpoints`, we can also *edit* the graph state. We do this using `graph.update_state()`. This method three different arguments:
|
||||
In addition to re-playing the graph from specific `checkpoints`, we can also *edit* the graph state. We do this using `graph.update_state()`. This method accepts three different arguments:
|
||||
|
||||
#### `config`
|
||||
|
||||
@@ -222,7 +222,7 @@ The final thing you can optionally specify when calling `update_state` is `as_no
|
||||
|
||||
A [state schema](low_level.md#schema) specifies a set of keys that are populated as a graph is executed. As discussed above, state can be written by a checkpointer to a thread at each graph step, enabling state persistence.
|
||||
|
||||
But, what if we want to retrain some information *across threads*? Consider the case of a chatbot where we want to retain specific information about the user across *all* chat conversations (e.g., threads) with that user!
|
||||
But, what if we want to retain some information *across threads*? Consider the case of a chatbot where we want to retain specific information about the user across *all* chat conversations (e.g., threads) with that user!
|
||||
|
||||
With checkpointers alone, we cannot share information across threads. This motivates the need for the [`Store`](../reference/store.md#langgraph.store.base.BaseStore) interface. As an illustration, we can define an `InMemoryStore` to store information about a user across threads. We simply compile our graph with a checkpointer, as before, and with our new `in_memory_store` variable.
|
||||
|
||||
|
||||
@@ -30,7 +30,7 @@ These how-to guides show how to achieve that controllability.
|
||||
- [How to add thread-level persistence to subgraphs](subgraph-persistence.ipynb)
|
||||
- [How to add cross-thread persistence to your graph](cross-thread-persistence.ipynb)
|
||||
- [How to use Postgres checkpointer for persistence](persistence_postgres.ipynb)
|
||||
- [How to create a custom checkpointer using MongoDB](persistence_mongodb.ipynb)
|
||||
- [How to use MongoDB checkpointer for persistence](persistence_mongodb.ipynb)
|
||||
- [How to create a custom checkpointer using Redis](persistence_redis.ipynb)
|
||||
|
||||
### Memory
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -43,7 +43,7 @@
|
||||
" ```python\n",
|
||||
" def call_tools(state):\n",
|
||||
" ...\n",
|
||||
" commands = [tools_by_name[call[\"name\"].invoke(call, config={\"coerce_tool_content\": False}) for tool_call in tool_calls]\n",
|
||||
" commands = [tools_by_name[tool_call[\"name\"]].invoke(tool_call) for tool_call in tool_calls]\n",
|
||||
" return commands\n",
|
||||
" ```\n",
|
||||
"\n",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[tool.poetry]
|
||||
name = "langgraph-checkpoint"
|
||||
version = "2.0.8"
|
||||
version = "2.0.9"
|
||||
description = "Library with base interfaces for LangGraph checkpoint savers."
|
||||
authors = []
|
||||
license = "MIT"
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
from langgraph_sdk.auth import Auth
|
||||
from langgraph_sdk.client import get_client, get_sync_client
|
||||
|
||||
try:
|
||||
@@ -7,4 +8,4 @@ try:
|
||||
except metadata.PackageNotFoundError:
|
||||
__version__ = "unknown"
|
||||
|
||||
__all__ = ["get_client", "get_sync_client"]
|
||||
__all__ = ["Auth", "get_client", "get_sync_client"]
|
||||
|
||||
@@ -0,0 +1,489 @@
|
||||
from __future__ import annotations
|
||||
|
||||
import inspect
|
||||
from collections.abc import Callable, Sequence
|
||||
from typing import (
|
||||
Any,
|
||||
Generic,
|
||||
Literal,
|
||||
Optional,
|
||||
Protocol,
|
||||
TypeVar,
|
||||
Union,
|
||||
cast,
|
||||
overload,
|
||||
)
|
||||
|
||||
from langgraph_sdk.auth import types
|
||||
|
||||
TH = TypeVar("TH", bound=types.Handler)
|
||||
AH = TypeVar("AH", bound=types.Authenticator)
|
||||
|
||||
|
||||
class Auth:
|
||||
"""Authentication and authorization management for LangGraph.
|
||||
|
||||
The Auth class provides a unified system for handling authentication and
|
||||
authorization in LangGraph applications. It supports:
|
||||
|
||||
1. Authentication via a decorator-based handler system
|
||||
2. Fine-grained authorization rules for different resources and actions
|
||||
3. Global and resource-specific authorization handlers
|
||||
|
||||
???+ example "Basic Usage"
|
||||
```python
|
||||
from langgraph_sdk import Auth
|
||||
|
||||
auth = Auth()
|
||||
|
||||
@auth.authenticate
|
||||
async def authenticate(authorization: str) -> tuple[list[str], str]:
|
||||
# Verify token and return (scopes, user_id)
|
||||
user_id = verify_token(authorization)
|
||||
return ["read", "write"], user_id
|
||||
|
||||
# Global fallback handler
|
||||
@auth.on
|
||||
async def authorize_default(params: Auth.on.value):
|
||||
return False # Reject all requests (default behavior)
|
||||
|
||||
@auth.on.threads.create
|
||||
async def authorize_thread_create(params: Auth.on.threads.create.value):
|
||||
# Allow the allowed user to create a thread
|
||||
assert params.get("metadata", {}).get("owner") == "allowed_user"
|
||||
```
|
||||
|
||||
???+ note "Request Processing Flow"
|
||||
1. Authentication is performed first on every request
|
||||
2. For authorization, the most specific matching handler is called:
|
||||
- If a handler exists for the exact resource and action, it is used
|
||||
- Otherwise, if a handler exists for the resource with any action, it is used
|
||||
- Finally, if no specific handlers match, the global handler is used (if any)
|
||||
|
||||
This allows you to set default behavior with a global handler while
|
||||
overriding specific routes as needed.
|
||||
"""
|
||||
|
||||
__slots__ = (
|
||||
"on",
|
||||
"_handlers",
|
||||
"_global_handlers",
|
||||
"_authenticate_handler",
|
||||
"_handler_cache",
|
||||
)
|
||||
types = types
|
||||
"""Reference to auth type definitions.
|
||||
|
||||
Provides access to all type definitions used in the auth system,
|
||||
like ThreadsCreate, AssistantsRead, etc."""
|
||||
|
||||
def __init__(self) -> None:
|
||||
self.on = _On(self)
|
||||
# These are accessed by the API. Changes to their names or types is
|
||||
# will be considered a breaking change.
|
||||
self._handlers: dict[tuple[str, str], list[types.Handler]] = {}
|
||||
self._global_handlers: list[types.Handler] = []
|
||||
self._authenticate_handler: Optional[types.Authenticator] = None
|
||||
self._handler_cache: dict[tuple[str, str], types.Handler] = {}
|
||||
|
||||
def authenticate(self, fn: AH) -> AH:
|
||||
"""Register an authentication handler function.
|
||||
|
||||
The authentication handler is responsible for verifying credentials
|
||||
and returning user scopes. It can accept any of the following parameters
|
||||
by name:
|
||||
- request (Request): The raw ASGI request object
|
||||
- body (dict): The parsed request body
|
||||
- path (str): The request path
|
||||
- method (str): The HTTP method
|
||||
- scopes (list[str]): Required scopes
|
||||
- path_params (dict[str, str]): URL path parameters
|
||||
- query_params (dict[str, str]): URL query parameters
|
||||
- headers (dict[str, bytes]): Request headers
|
||||
- authorization (str): The Authorization header value
|
||||
|
||||
Args:
|
||||
fn (Callable): The authentication handler function to register.
|
||||
Must return tuple[scopes, user]
|
||||
where scopes is a list of string claims (like "runs:read", etc.)
|
||||
and user is either a user object (or similar dict) or a user id string.
|
||||
|
||||
Returns:
|
||||
The registered handler function.
|
||||
|
||||
Raises:
|
||||
ValueError: If an authentication handler is already registered.
|
||||
|
||||
???+ example "Examples"
|
||||
Basic token authentication:
|
||||
```python
|
||||
@auth.authenticate
|
||||
async def authenticate(authorization: str) -> tuple[list[str], str]:
|
||||
user_id = verify_token(authorization)
|
||||
return ["read"], user_id
|
||||
```
|
||||
|
||||
Complex authentication with request context:
|
||||
```python
|
||||
@auth.authenticate
|
||||
async def authenticate(
|
||||
method: str,
|
||||
path: str,
|
||||
headers: dict[str, bytes]
|
||||
) -> tuple[list[str], MinimalUser]:
|
||||
user = await verify_request(method, path, headers)
|
||||
return user.scopes, user
|
||||
```
|
||||
"""
|
||||
if self._authenticate_handler is not None:
|
||||
raise ValueError(
|
||||
"Authentication handler already set as {self._authenticate_handler}."
|
||||
)
|
||||
self._authenticate_handler = fn
|
||||
return fn
|
||||
|
||||
|
||||
## Helper types & utilities
|
||||
|
||||
V = TypeVar("V", contravariant=True)
|
||||
|
||||
|
||||
class _ActionHandler(Protocol[V]):
|
||||
async def __call__(
|
||||
self, *, ctx: types.AuthContext, value: V
|
||||
) -> types.HandlerResult: ...
|
||||
|
||||
|
||||
T = TypeVar("T", covariant=True)
|
||||
|
||||
|
||||
class _ResourceActionOn(Generic[T]):
|
||||
def __init__(
|
||||
self,
|
||||
auth: Auth,
|
||||
resource: Literal["threads", "crons", "assistants"],
|
||||
action: Literal["create", "read", "update", "delete", "search", "create_run"],
|
||||
value: type[T],
|
||||
) -> None:
|
||||
self.auth = auth
|
||||
self.resource = resource
|
||||
self.action = action
|
||||
self.value = value
|
||||
|
||||
def __call__(self, fn: _ActionHandler[T]) -> _ActionHandler[T]:
|
||||
_validate_handler(fn)
|
||||
_register_handler(self.auth, self.resource, self.action, fn)
|
||||
return fn
|
||||
|
||||
|
||||
VCreate = TypeVar("VCreate", covariant=True)
|
||||
VUpdate = TypeVar("VUpdate", covariant=True)
|
||||
VRead = TypeVar("VRead", covariant=True)
|
||||
VDelete = TypeVar("VDelete", covariant=True)
|
||||
VSearch = TypeVar("VSearch", covariant=True)
|
||||
|
||||
|
||||
class _ResourceOn(Generic[VCreate, VRead, VUpdate, VDelete, VSearch]):
|
||||
"""
|
||||
Generic base class for resource-specific handlers.
|
||||
"""
|
||||
|
||||
value: type[Union[VCreate, VUpdate, VRead, VDelete, VSearch]]
|
||||
|
||||
Create: type[VCreate]
|
||||
Read: type[VRead]
|
||||
Update: type[VUpdate]
|
||||
Delete: type[VDelete]
|
||||
Search: type[VSearch]
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
auth: Auth,
|
||||
resource: Literal["threads", "crons", "assistants"],
|
||||
) -> None:
|
||||
self.auth = auth
|
||||
self.resource = resource
|
||||
self.create: _ResourceActionOn[VCreate] = _ResourceActionOn(
|
||||
auth, resource, "create", self.Create
|
||||
)
|
||||
self.read: _ResourceActionOn[VRead] = _ResourceActionOn(
|
||||
auth, resource, "read", self.Read
|
||||
)
|
||||
self.update: _ResourceActionOn[VUpdate] = _ResourceActionOn(
|
||||
auth, resource, "update", self.Update
|
||||
)
|
||||
self.delete: _ResourceActionOn[VDelete] = _ResourceActionOn(
|
||||
auth, resource, "delete", self.Delete
|
||||
)
|
||||
self.search: _ResourceActionOn[VSearch] = _ResourceActionOn(
|
||||
auth, resource, "search", self.Search
|
||||
)
|
||||
|
||||
@overload
|
||||
def __call__(
|
||||
self,
|
||||
fn: Union[
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
_ActionHandler[dict[str, Any]],
|
||||
],
|
||||
) -> _ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]]: ...
|
||||
|
||||
@overload
|
||||
def __call__(
|
||||
self,
|
||||
*,
|
||||
resources: Union[str, Sequence[str]],
|
||||
actions: Optional[Union[str, Sequence[str]]] = None,
|
||||
) -> Callable[
|
||||
[_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]]],
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
]: ...
|
||||
|
||||
def __call__(
|
||||
self,
|
||||
fn: Union[
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
_ActionHandler[dict[str, Any]],
|
||||
None,
|
||||
] = None,
|
||||
*,
|
||||
resources: Union[str, Sequence[str], None] = None,
|
||||
actions: Optional[Union[str, Sequence[str]]] = None,
|
||||
) -> Union[
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
Callable[
|
||||
[_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]]],
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
],
|
||||
]:
|
||||
if fn is not None:
|
||||
_validate_handler(fn)
|
||||
return cast(
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
_register_handler(self.auth, self.resource, "*", fn),
|
||||
)
|
||||
|
||||
def decorator(
|
||||
handler: _ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
) -> _ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]]:
|
||||
_validate_handler(handler)
|
||||
return cast(
|
||||
_ActionHandler[Union[VCreate, VUpdate, VRead, VDelete, VSearch]],
|
||||
_register_handler(self.auth, self.resource, "*", handler),
|
||||
)
|
||||
|
||||
return decorator
|
||||
|
||||
|
||||
class _AssistantsOn(
|
||||
_ResourceOn[
|
||||
types.AssistantsCreate,
|
||||
types.AssistantsRead,
|
||||
types.AssistantsUpdate,
|
||||
types.AssistantsDelete,
|
||||
types.AssistantsSearch,
|
||||
]
|
||||
):
|
||||
value = Union[
|
||||
types.AssistantsCreate,
|
||||
types.AssistantsRead,
|
||||
types.AssistantsUpdate,
|
||||
types.AssistantsDelete,
|
||||
types.AssistantsSearch,
|
||||
]
|
||||
Create = types.AssistantsCreate
|
||||
Read = types.AssistantsRead
|
||||
Update = types.AssistantsUpdate
|
||||
Delete = types.AssistantsDelete
|
||||
Search = types.AssistantsSearch
|
||||
|
||||
|
||||
class _ThreadsOn(
|
||||
_ResourceOn[
|
||||
types.ThreadsCreate,
|
||||
types.ThreadsRead,
|
||||
types.ThreadsUpdate,
|
||||
types.ThreadsDelete,
|
||||
types.ThreadsSearch,
|
||||
]
|
||||
):
|
||||
value = Union[
|
||||
type[types.ThreadsCreate],
|
||||
type[types.ThreadsRead],
|
||||
type[types.ThreadsUpdate],
|
||||
type[types.ThreadsDelete],
|
||||
type[types.ThreadsSearch],
|
||||
type[types.RunsCreate],
|
||||
]
|
||||
Create = types.ThreadsCreate
|
||||
Read = types.ThreadsRead
|
||||
Update = types.ThreadsUpdate
|
||||
Delete = types.ThreadsDelete
|
||||
Search = types.ThreadsSearch
|
||||
CreateRun = types.RunsCreate
|
||||
|
||||
def __init__(
|
||||
self,
|
||||
auth: Auth,
|
||||
resource: Literal["threads", "crons", "assistants"],
|
||||
) -> None:
|
||||
super().__init__(auth, resource)
|
||||
self.create_run: _ResourceActionOn[types.RunsCreate] = _ResourceActionOn(
|
||||
auth, resource, "create_run", self.CreateRun
|
||||
)
|
||||
|
||||
|
||||
class _CronsOn(
|
||||
_ResourceOn[
|
||||
types.CronsCreate,
|
||||
types.CronsRead,
|
||||
types.CronsUpdate,
|
||||
types.CronsDelete,
|
||||
types.CronsSearch,
|
||||
]
|
||||
):
|
||||
value = type[
|
||||
Union[
|
||||
types.CronsCreate,
|
||||
types.CronsRead,
|
||||
types.CronsUpdate,
|
||||
types.CronsDelete,
|
||||
types.CronsSearch,
|
||||
]
|
||||
]
|
||||
|
||||
Create = types.CronsCreate
|
||||
Read = types.CronsRead
|
||||
Update = types.CronsUpdate
|
||||
Delete = types.CronsDelete
|
||||
Search = types.CronsSearch
|
||||
|
||||
|
||||
AHO = TypeVar("AHO", bound=_ActionHandler[dict[str, Any]])
|
||||
|
||||
|
||||
class _On:
|
||||
"""
|
||||
Entry point for @auth.on decorators.
|
||||
Provides access to specific resources."""
|
||||
|
||||
__slots__ = (
|
||||
"_auth",
|
||||
"assistants",
|
||||
"threads",
|
||||
"runs",
|
||||
"crons",
|
||||
"value",
|
||||
)
|
||||
|
||||
def __init__(self, auth: Auth) -> None:
|
||||
self._auth = auth
|
||||
self.assistants = _AssistantsOn(auth, "assistants")
|
||||
self.threads = _ThreadsOn(auth, "threads")
|
||||
self.crons = _CronsOn(auth, "crons")
|
||||
self.value = dict[str, Any]
|
||||
|
||||
@overload
|
||||
def __call__(
|
||||
self,
|
||||
*,
|
||||
resources: Union[str, Sequence[str]],
|
||||
actions: Optional[Union[str, Sequence[str]]] = None,
|
||||
) -> Callable[[AHO], AHO]: ...
|
||||
|
||||
@overload
|
||||
def __call__(self, fn: AHO) -> AHO: ...
|
||||
|
||||
def __call__(
|
||||
self,
|
||||
fn: Optional[AHO] = None,
|
||||
*,
|
||||
resources: Union[str, Sequence[str], None] = None,
|
||||
actions: Optional[Union[str, Sequence[str]]] = None,
|
||||
) -> Union[AHO, Callable[[AHO], AHO]]:
|
||||
"""Register a handler for specific resources and actions.
|
||||
|
||||
Can be used as a decorator or with explicit resource/action parameters:
|
||||
|
||||
@auth.on
|
||||
async def handler(): ... # Global handler
|
||||
|
||||
@auth.on(resources="threads")
|
||||
async def handler(): ... # types.Handler for all thread actions
|
||||
|
||||
@auth.on(resources="threads", actions="create")
|
||||
async def handler(): ... # types.Handler for thread creation
|
||||
"""
|
||||
if fn is not None:
|
||||
# Used as a plain decorator
|
||||
_register_handler(self._auth, None, None, fn)
|
||||
return fn
|
||||
|
||||
# Used with parameters, return a decorator
|
||||
def decorator(handler: AHO) -> AHO:
|
||||
if isinstance(resources, str):
|
||||
resource_list = [resources]
|
||||
else:
|
||||
resource_list = list(resources) if resources is not None else ["*"]
|
||||
|
||||
if isinstance(actions, str):
|
||||
action_list = [actions]
|
||||
else:
|
||||
action_list = list(actions) if actions is not None else ["*"]
|
||||
for resource in resource_list:
|
||||
for action in action_list:
|
||||
_register_handler(self._auth, resource, action, handler)
|
||||
return handler
|
||||
|
||||
return decorator
|
||||
|
||||
|
||||
def _register_handler(
|
||||
auth: Auth, resource: Optional[str], action: Optional[str], fn: types.Handler
|
||||
) -> types.Handler:
|
||||
_validate_handler(fn)
|
||||
resource = resource or "*"
|
||||
action = action or "*"
|
||||
if resource == "*" and action == "*":
|
||||
if auth._global_handlers:
|
||||
raise ValueError("Global handler already set.")
|
||||
auth._global_handlers.append(fn)
|
||||
else:
|
||||
r = resource if resource is not None else "*"
|
||||
a = action if action is not None else "*"
|
||||
if (r, a) in auth._handlers:
|
||||
raise ValueError(f"types.Handler already set for {r}, {a}.")
|
||||
auth._handlers[(r, a)] = [fn]
|
||||
return fn
|
||||
|
||||
|
||||
def _validate_handler(fn: Callable[..., Any]) -> None:
|
||||
"""Validates that an auth handler function meets the required signature.
|
||||
|
||||
Auth handlers must:
|
||||
1. Be async functions
|
||||
2. Accept a ctx parameter of type AuthContext
|
||||
3. Accept a value parameter for the data being authorized
|
||||
"""
|
||||
if not inspect.iscoroutinefunction(fn):
|
||||
raise ValueError(
|
||||
f"Auth handler '{fn.__name__}' must be an async function. "
|
||||
"Add 'async' before 'def' to make it asynchronous and ensure"
|
||||
" any IO operations are non-blocking."
|
||||
)
|
||||
|
||||
sig = inspect.signature(fn)
|
||||
if "ctx" not in sig.parameters:
|
||||
raise ValueError(
|
||||
f"Auth handler '{fn.__name__}' must have a 'ctx: AuthContext' parameter. "
|
||||
"Update the function signature to include this required parameter."
|
||||
)
|
||||
if "value" not in sig.parameters:
|
||||
raise ValueError(
|
||||
f"Auth handler '{fn.__name__}' must have a 'value' parameter. "
|
||||
" The value contains the mutable data being sent to the endpoint."
|
||||
"Update the function signature to include this required parameter."
|
||||
)
|
||||
|
||||
|
||||
__all__ = ["Auth", "types"]
|
||||
@@ -0,0 +1,835 @@
|
||||
"""Authentication and authorization types for LangGraph.
|
||||
|
||||
This module defines the core types used for authentication, authorization, and
|
||||
request handling in LangGraph. It includes user protocols, authentication contexts,
|
||||
and typed dictionaries for various API operations.
|
||||
|
||||
Note:
|
||||
All TypedDict classes use total=False to make all fields optional by default.
|
||||
"""
|
||||
|
||||
import functools
|
||||
import sys
|
||||
from collections.abc import Awaitable, Callable, Sequence
|
||||
from dataclasses import dataclass
|
||||
from datetime import datetime
|
||||
from typing import (
|
||||
Any,
|
||||
Dict,
|
||||
Literal,
|
||||
Optional,
|
||||
Protocol,
|
||||
TypedDict,
|
||||
TypeVar,
|
||||
Union,
|
||||
final,
|
||||
runtime_checkable,
|
||||
)
|
||||
from uuid import UUID
|
||||
|
||||
RunStatus = Literal["pending", "error", "success", "timeout", "interrupted"]
|
||||
"""Status of a run execution.
|
||||
|
||||
Values:
|
||||
- pending: Run is queued or in progress
|
||||
- error: Run failed with an error
|
||||
- success: Run completed successfully
|
||||
- timeout: Run exceeded time limit
|
||||
- interrupted: Run was manually interrupted
|
||||
"""
|
||||
|
||||
MultitaskStrategy = Literal["reject", "rollback", "interrupt", "enqueue"]
|
||||
"""Strategy for handling multiple concurrent tasks.
|
||||
|
||||
Values:
|
||||
- reject: Reject new tasks while one is in progress
|
||||
- rollback: Cancel current task and start new one
|
||||
- interrupt: Interrupt current task and start new one
|
||||
- enqueue: Queue new tasks to run after current one
|
||||
"""
|
||||
|
||||
OnConflictBehavior = Literal["raise", "do_nothing"]
|
||||
"""Behavior when encountering conflicts.
|
||||
|
||||
Values:
|
||||
- raise: Raise an exception on conflict
|
||||
- do_nothing: Silently ignore conflicts
|
||||
"""
|
||||
|
||||
IfNotExists = Literal["create", "reject"]
|
||||
"""Behavior when an entity doesn't exist.
|
||||
|
||||
Values:
|
||||
- create: Create the entity
|
||||
- reject: Reject the operation
|
||||
"""
|
||||
|
||||
FilterType = Union[
|
||||
Dict[str, Union[str, Dict[Literal["$eq", "$contains"], str]]], Dict[str, str]
|
||||
]
|
||||
"""Type for filtering queries.
|
||||
|
||||
Supports exact matches and operators:
|
||||
- Simple match: {"field": "value"}
|
||||
- Equals: {"field": {"$eq": "value"}}
|
||||
- Contains: {"field": {"$contains": "value"}}
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
# Simple match
|
||||
filter = {"status": "pending"}
|
||||
|
||||
# Equals operator
|
||||
filter = {"status": {"$eq": "success"}}
|
||||
|
||||
# Contains operator
|
||||
filter = {"metadata.tags": {"$contains": "important"}}
|
||||
```
|
||||
"""
|
||||
|
||||
ThreadStatus = Literal["idle", "busy", "interrupted", "error"]
|
||||
"""Status of a thread.
|
||||
|
||||
Values:
|
||||
- idle: Thread is available for work
|
||||
- busy: Thread is currently processing
|
||||
- interrupted: Thread was interrupted
|
||||
- error: Thread encountered an error
|
||||
"""
|
||||
|
||||
MetadataInput = Dict[str, Any]
|
||||
"""Type for arbitrary metadata attached to entities.
|
||||
|
||||
Allows storing custom key-value pairs with any entity.
|
||||
Keys must be strings, values can be any JSON-serializable type.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
metadata = {
|
||||
"created_by": "user123",
|
||||
"priority": 1,
|
||||
"tags": ["important", "urgent"]
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
HandlerResult = Union[None, bool, FilterType]
|
||||
"""The result of a handler can be:
|
||||
- None | True: accept the request.
|
||||
- False: reject the request with a 403 error
|
||||
- FilterType: filter to apply
|
||||
"""
|
||||
|
||||
Handler = Callable[..., Awaitable[HandlerResult]]
|
||||
|
||||
T = TypeVar("T")
|
||||
|
||||
|
||||
def _slotify(fn: T) -> T:
|
||||
if sys.version_info >= (3, 10): # noqa: UP036
|
||||
return functools.partial(fn, slots=True) # type: ignore
|
||||
return fn
|
||||
|
||||
|
||||
dataclass = _slotify(dataclass)
|
||||
|
||||
|
||||
@runtime_checkable
|
||||
class MinimalUser(Protocol):
|
||||
"""User objects must at least expose the identity property."""
|
||||
|
||||
@property
|
||||
def identity(self) -> str:
|
||||
"""The unique identifier for the user.
|
||||
|
||||
This could be a username, email, or any other unique identifier used
|
||||
to distinguish between different users in the system.
|
||||
"""
|
||||
...
|
||||
|
||||
|
||||
class MinimalUserDict(TypedDict, total=False):
|
||||
"""The minimal user dictionary."""
|
||||
|
||||
identity: str
|
||||
display_name: str
|
||||
is_authenticated: bool
|
||||
|
||||
|
||||
@runtime_checkable
|
||||
class BaseUser(Protocol):
|
||||
"""The base ASGI user protocol"""
|
||||
|
||||
@property
|
||||
def is_authenticated(self) -> bool:
|
||||
"""Whether the user is authenticated."""
|
||||
...
|
||||
|
||||
@property
|
||||
def display_name(self) -> str:
|
||||
"""The display name of the user."""
|
||||
...
|
||||
|
||||
@property
|
||||
def identity(self) -> str:
|
||||
"""The unique identifier for the user."""
|
||||
...
|
||||
|
||||
|
||||
Authenticator = Callable[
|
||||
..., Awaitable[tuple[list[str], Union[MinimalUser, str, MinimalUserDict]]]
|
||||
]
|
||||
"""Type for authentication functions.
|
||||
|
||||
An authenticator can return either:
|
||||
1. A tuple of (scopes, MinimalUser/BaseUser)
|
||||
2. A tuple of (scopes, str) where str is the user identity
|
||||
|
||||
Scopes can be used downstream by your authorization logic to determine
|
||||
access permissions to different resources.
|
||||
|
||||
The authenticate decorator will automatically inject any of the following parameters
|
||||
by name if they are included in your function signature:
|
||||
|
||||
Parameters:
|
||||
request (Request): The raw ASGI request object
|
||||
body (dict): The parsed request body
|
||||
path (str): The request path
|
||||
method (str): The HTTP method (GET, POST, etc.)
|
||||
scopes (list[str]): The required scopes for this endpoint
|
||||
path_params (dict[str, str] | None): URL path parameters
|
||||
query_params (dict[str, str] | None): URL query parameters
|
||||
headers (dict[str, bytes] | None): Request headers
|
||||
authorization (str | None): The Authorization header value
|
||||
|
||||
???+ example "Examples"
|
||||
Basic authentication with token:
|
||||
```python
|
||||
from langgraph_sdk import Auth
|
||||
|
||||
auth = Auth()
|
||||
|
||||
@auth.authenticate
|
||||
async def authenticate1(authorization: str) -> tuple[list[str], MinimalUser]:
|
||||
user = await get_user(authorization)
|
||||
return ["read", "write"], user
|
||||
```
|
||||
|
||||
Authentication with multiple parameters:
|
||||
```
|
||||
@auth.authenticate
|
||||
async def authenticate2(
|
||||
method: str,
|
||||
path: str,
|
||||
headers: dict[str, bytes]
|
||||
) -> tuple[list[str], str]:
|
||||
# Custom auth logic using method, path and headers
|
||||
user_id = verify_request(method, path, headers)
|
||||
return ["read"], user_id
|
||||
```
|
||||
|
||||
Accepting the raw ASGI request:
|
||||
```python
|
||||
MY_SECRET = "my-secret-key"
|
||||
@auth.authenticate
|
||||
async def get_current_user(request: Request) -> tuple[list[str], dict]:
|
||||
try:
|
||||
token = (request.headers.get("authorization") or "").split(" ", 1)[1]
|
||||
payload = jwt.decode(token, MY_SECRET, algorithms=["HS256"])
|
||||
except (IndexError, InvalidTokenError):
|
||||
raise HTTPException(
|
||||
status_code=401,
|
||||
detail="Invalid token",
|
||||
headers={"WWW-Authenticate": "Bearer"},
|
||||
)
|
||||
|
||||
async with httpx.AsyncClient() as client:
|
||||
response = await client.get(
|
||||
f"https://api.myauth-provider.com/auth/v1/user",
|
||||
headers={"Authorization": f"Bearer {MY_SECRET}"}
|
||||
)
|
||||
if response.status_code != 200:
|
||||
raise HTTPException(status_code=401, detail="User not found")
|
||||
|
||||
user_data = response.json()
|
||||
return payload.get("role", []), {
|
||||
"username": user_data["id"],
|
||||
"email": user_data["email"],
|
||||
"full_name": user_data.get("user_metadata", {}).get("full_name")
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
|
||||
@dataclass
|
||||
class BaseAuthContext:
|
||||
"""Base class for authentication context.
|
||||
|
||||
Provides the fundamental authentication information needed for
|
||||
authorization decisions.
|
||||
"""
|
||||
|
||||
scopes: Sequence[str]
|
||||
"""The scopes granted to the authenticated user."""
|
||||
|
||||
user: BaseUser
|
||||
"""The authenticated user."""
|
||||
|
||||
|
||||
@final
|
||||
@dataclass
|
||||
class AuthContext(BaseAuthContext):
|
||||
"""Complete authentication context with resource and action information.
|
||||
|
||||
Extends BaseAuthContext with specific resource and action being accessed,
|
||||
allowing for fine-grained access control decisions.
|
||||
"""
|
||||
|
||||
resource: Literal["runs", "threads", "crons", "assistants"]
|
||||
"""The resource being accessed."""
|
||||
|
||||
action: Literal["create", "read", "update", "delete", "search", "create_run"]
|
||||
"""The action being performed on the resource."""
|
||||
|
||||
|
||||
class ThreadsCreate(TypedDict, total=False):
|
||||
"""Parameters for creating a new thread.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
create_params = {
|
||||
"thread_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"metadata": {"owner": "user123"},
|
||||
"if_exists": "do_nothing"
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
thread_id: UUID
|
||||
"""Unique identifier for the thread."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to attach to the thread."""
|
||||
|
||||
if_exists: OnConflictBehavior
|
||||
"""Behavior when a thread with the same ID already exists."""
|
||||
|
||||
|
||||
class ThreadsRead(TypedDict, total=False):
|
||||
"""Parameters for reading thread state or run information.
|
||||
|
||||
This type is used in three contexts:
|
||||
1. Reading thread, thread version, or thread state information: Only thread_id is provided
|
||||
2. Reading run information: Both thread_id and run_id are provided
|
||||
"""
|
||||
|
||||
thread_id: UUID
|
||||
"""Unique identifier for the thread."""
|
||||
|
||||
run_id: Optional[UUID]
|
||||
"""Run ID to filter by. Only used when reading run information within a thread."""
|
||||
|
||||
|
||||
class ThreadsUpdate(TypedDict, total=False):
|
||||
"""Parameters for updating a thread or run.
|
||||
|
||||
Called for updates to a thread, thread version, or run
|
||||
cancellation.
|
||||
"""
|
||||
|
||||
thread_id: UUID
|
||||
"""Unique identifier for the thread."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to update."""
|
||||
|
||||
action: Optional[Literal["interrupt", "rollback"]]
|
||||
"""Optional action to perform on the thread."""
|
||||
|
||||
|
||||
class ThreadsDelete(TypedDict, total=False):
|
||||
"""Parameters for deleting a thread.
|
||||
|
||||
Called for deletes to a thread, thread version, or run
|
||||
"""
|
||||
|
||||
thread_id: UUID
|
||||
"""Unique identifier for the thread."""
|
||||
|
||||
run_id: Optional[UUID]
|
||||
"""Optional run ID to filter by."""
|
||||
|
||||
|
||||
class ThreadsSearch(TypedDict, total=False):
|
||||
"""Parameters for searching threads.
|
||||
|
||||
Called for searches to threads or runs.
|
||||
"""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to filter by."""
|
||||
|
||||
values: MetadataInput
|
||||
"""Optional values to filter by."""
|
||||
|
||||
status: Optional[ThreadStatus]
|
||||
"""Optional status to filter by."""
|
||||
|
||||
limit: int
|
||||
"""Maximum number of results to return."""
|
||||
|
||||
offset: int
|
||||
"""Offset for pagination."""
|
||||
|
||||
thread_id: Optional[UUID]
|
||||
"""Optional thread ID to filter by."""
|
||||
|
||||
|
||||
class RunsCreate(TypedDict, total=False):
|
||||
"""Payload for creating a run.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
create_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
|
||||
"run_id": UUID("123e4567-e89b-12d3-a456-426614174002"),
|
||||
"status": "pending",
|
||||
"metadata": {"owner": "user123"},
|
||||
"prevent_insert_if_inflight": True,
|
||||
"multitask_strategy": "reject",
|
||||
"if_not_exists": "create",
|
||||
"after_seconds": 10,
|
||||
"kwargs": {"key": "value"},
|
||||
"action": "interrupt"
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: Optional[UUID]
|
||||
"""Optional assistant ID to use for this run."""
|
||||
|
||||
thread_id: Optional[UUID]
|
||||
"""Optional thread ID to use for this run."""
|
||||
|
||||
run_id: Optional[UUID]
|
||||
"""Optional run ID to use for this run."""
|
||||
|
||||
status: Optional[RunStatus]
|
||||
"""Optional status for this run."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata for the run."""
|
||||
|
||||
prevent_insert_if_inflight: bool
|
||||
"""Prevent inserting a new run if one is already in flight."""
|
||||
|
||||
multitask_strategy: MultitaskStrategy
|
||||
"""Multitask strategy for this run."""
|
||||
|
||||
if_not_exists: IfNotExists
|
||||
"""IfNotExists for this run."""
|
||||
|
||||
after_seconds: int
|
||||
"""Number of seconds to wait before creating the run."""
|
||||
|
||||
kwargs: Dict[str, Any]
|
||||
"""Keyword arguments to pass to the run."""
|
||||
|
||||
action: Optional[Literal["interrupt", "rollback"]]
|
||||
"""Action to take if updating an existing run."""
|
||||
|
||||
|
||||
class AssistantsCreate(TypedDict, total=False):
|
||||
"""Payload for creating an assistant.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
create_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"graph_id": "graph123",
|
||||
"config": {"key": "value"},
|
||||
"metadata": {"owner": "user123"},
|
||||
"if_exists": "do_nothing",
|
||||
"name": "Assistant 1"
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: UUID
|
||||
"""Unique identifier for the assistant."""
|
||||
|
||||
graph_id: str
|
||||
"""Graph ID to use for this assistant."""
|
||||
|
||||
config: Optional[Union[Dict[str, Any], Any]]
|
||||
"""Optional configuration for the assistant."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to attach to the assistant."""
|
||||
|
||||
if_exists: OnConflictBehavior
|
||||
"""Behavior when an assistant with the same ID already exists."""
|
||||
|
||||
name: str
|
||||
"""Name of the assistant."""
|
||||
|
||||
|
||||
class AssistantsRead(TypedDict, total=False):
|
||||
"""Payload for reading an assistant.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
read_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"metadata": {"owner": "user123"}
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: UUID
|
||||
"""Unique identifier for the assistant."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to filter by."""
|
||||
|
||||
|
||||
class AssistantsUpdate(TypedDict, total=False):
|
||||
"""Payload for updating an assistant.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
update_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"graph_id": "graph123",
|
||||
"config": {"key": "value"},
|
||||
"metadata": {"owner": "user123"},
|
||||
"name": "Assistant 1",
|
||||
"version": 1
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: UUID
|
||||
"""Unique identifier for the assistant."""
|
||||
|
||||
graph_id: Optional[str]
|
||||
"""Optional graph ID to update."""
|
||||
|
||||
config: Optional[Union[Dict[str, Any], Any]]
|
||||
"""Optional configuration to update."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to update."""
|
||||
|
||||
name: Optional[str]
|
||||
"""Optional name to update."""
|
||||
|
||||
version: Optional[int]
|
||||
"""Optional version to update."""
|
||||
|
||||
|
||||
class AssistantsDelete(TypedDict):
|
||||
"""Payload for deleting an assistant.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
delete_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000")
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: UUID
|
||||
"""Unique identifier for the assistant."""
|
||||
|
||||
|
||||
class AssistantsSearch(TypedDict):
|
||||
"""Payload for searching assistants.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
search_params = {
|
||||
"graph_id": "graph123",
|
||||
"metadata": {"owner": "user123"},
|
||||
"limit": 10,
|
||||
"offset": 0
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
graph_id: Optional[str]
|
||||
"""Optional graph ID to filter by."""
|
||||
|
||||
metadata: MetadataInput
|
||||
"""Optional metadata to filter by."""
|
||||
|
||||
limit: int
|
||||
"""Maximum number of results to return."""
|
||||
|
||||
offset: int
|
||||
"""Offset for pagination."""
|
||||
|
||||
|
||||
class CronsCreate(TypedDict, total=False):
|
||||
"""Payload for creating a cron job.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
create_params = {
|
||||
"payload": {"key": "value"},
|
||||
"schedule": "0 0 * * *",
|
||||
"cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
|
||||
"user_id": "user123",
|
||||
"end_time": datetime(2024, 3, 16, 10, 0, 0)
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
payload: Dict[str, Any]
|
||||
"""Payload for the cron job."""
|
||||
|
||||
schedule: str
|
||||
"""Schedule for the cron job."""
|
||||
|
||||
cron_id: Optional[UUID]
|
||||
"""Optional unique identifier for the cron job."""
|
||||
|
||||
thread_id: Optional[UUID]
|
||||
"""Optional thread ID to use for this cron job."""
|
||||
|
||||
user_id: Optional[str]
|
||||
"""Optional user ID to use for this cron job."""
|
||||
|
||||
end_time: Optional[datetime]
|
||||
"""Optional end time for the cron job."""
|
||||
|
||||
|
||||
class CronsDelete(TypedDict):
|
||||
"""Payload for deleting a cron job.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
delete_params = {
|
||||
"cron_id": UUID("123e4567-e89b-12d3-a456-426614174000")
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
cron_id: UUID
|
||||
"""Unique identifier for the cron job."""
|
||||
|
||||
|
||||
class CronsRead(TypedDict):
|
||||
"""Payload for reading a cron job.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
read_params = {
|
||||
"cron_id": UUID("123e4567-e89b-12d3-a456-426614174000")
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
cron_id: UUID
|
||||
"""Unique identifier for the cron job."""
|
||||
|
||||
|
||||
class CronsUpdate(TypedDict, total=False):
|
||||
"""Payload for updating a cron job.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
update_params = {
|
||||
"cron_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"payload": {"key": "value"},
|
||||
"schedule": "0 0 * * *"
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
cron_id: UUID
|
||||
"""Unique identifier for the cron job."""
|
||||
|
||||
payload: Optional[Dict[str, Any]]
|
||||
"""Optional payload to update."""
|
||||
|
||||
schedule: Optional[str]
|
||||
"""Optional schedule to update."""
|
||||
|
||||
|
||||
class CronsSearch(TypedDict, total=False):
|
||||
"""Payload for searching cron jobs.
|
||||
|
||||
???+ example "Examples"
|
||||
```python
|
||||
search_params = {
|
||||
"assistant_id": UUID("123e4567-e89b-12d3-a456-426614174000"),
|
||||
"thread_id": UUID("123e4567-e89b-12d3-a456-426614174001"),
|
||||
"limit": 10,
|
||||
"offset": 0
|
||||
}
|
||||
```
|
||||
"""
|
||||
|
||||
assistant_id: Optional[UUID]
|
||||
"""Optional assistant ID to filter by."""
|
||||
|
||||
thread_id: Optional[UUID]
|
||||
"""Optional thread ID to filter by."""
|
||||
|
||||
limit: int
|
||||
"""Maximum number of results to return."""
|
||||
|
||||
offset: int
|
||||
"""Offset for pagination."""
|
||||
|
||||
|
||||
class on:
|
||||
"""Namespace for type definitions of different API operations.
|
||||
|
||||
This class organizes type definitions for create, read, update, delete,
|
||||
and search operations across different resources (threads, assistants, crons).
|
||||
|
||||
???+ note "Usage"
|
||||
```python
|
||||
from langgraph_sdk import Auth
|
||||
|
||||
@Auth.on
|
||||
def handle_all(params: Auth.on.value):
|
||||
raise Exception("Not authorized")
|
||||
|
||||
@Auth.on.threads.create
|
||||
def handle_thread_create(params: Auth.on.threads.create.value):
|
||||
# Handle thread creation
|
||||
pass
|
||||
|
||||
@Auth.on.assistants.search
|
||||
def handle_assistant_search(params: Auth.on.assistants.search.value):
|
||||
# Handle assistant search
|
||||
pass
|
||||
```
|
||||
"""
|
||||
|
||||
value = Dict[str, Any]
|
||||
|
||||
class threads:
|
||||
"""Types for thread-related operations."""
|
||||
|
||||
value = Union[
|
||||
ThreadsCreate, ThreadsRead, ThreadsUpdate, ThreadsDelete, ThreadsSearch
|
||||
]
|
||||
|
||||
class create:
|
||||
"""Type for thread creation parameters."""
|
||||
|
||||
value = ThreadsCreate
|
||||
|
||||
class create_run:
|
||||
"""Type for creating or streaming a run."""
|
||||
|
||||
value = RunsCreate
|
||||
|
||||
class read:
|
||||
"""Type for thread read parameters."""
|
||||
|
||||
value = ThreadsRead
|
||||
|
||||
class update:
|
||||
"""Type for thread update parameters."""
|
||||
|
||||
value = ThreadsUpdate
|
||||
|
||||
class delete:
|
||||
"""Type for thread deletion parameters."""
|
||||
|
||||
value = ThreadsDelete
|
||||
|
||||
class search:
|
||||
"""Type for thread search parameters."""
|
||||
|
||||
value = ThreadsSearch
|
||||
|
||||
class assistants:
|
||||
"""Types for assistant-related operations."""
|
||||
|
||||
value = Union[
|
||||
AssistantsCreate,
|
||||
AssistantsRead,
|
||||
AssistantsUpdate,
|
||||
AssistantsDelete,
|
||||
AssistantsSearch,
|
||||
]
|
||||
|
||||
class create:
|
||||
"""Type for assistant creation parameters."""
|
||||
|
||||
value = AssistantsCreate
|
||||
|
||||
class read:
|
||||
"""Type for assistant read parameters."""
|
||||
|
||||
value = AssistantsRead
|
||||
|
||||
class update:
|
||||
"""Type for assistant update parameters."""
|
||||
|
||||
value = AssistantsUpdate
|
||||
|
||||
class delete:
|
||||
"""Type for assistant deletion parameters."""
|
||||
|
||||
value = AssistantsDelete
|
||||
|
||||
class search:
|
||||
"""Type for assistant search parameters."""
|
||||
|
||||
value = AssistantsSearch
|
||||
|
||||
class crons:
|
||||
"""Types for cron-related operations."""
|
||||
|
||||
value = Union[CronsCreate, CronsRead, CronsUpdate, CronsDelete, CronsSearch]
|
||||
|
||||
class create:
|
||||
"""Type for cron creation parameters."""
|
||||
|
||||
value = CronsCreate
|
||||
|
||||
class read:
|
||||
"""Type for cron read parameters."""
|
||||
|
||||
value = CronsRead
|
||||
|
||||
class update:
|
||||
"""Type for cron update parameters."""
|
||||
|
||||
value = CronsUpdate
|
||||
|
||||
class delete:
|
||||
"""Type for cron deletion parameters."""
|
||||
|
||||
value = CronsDelete
|
||||
|
||||
class search:
|
||||
"""Type for cron search parameters."""
|
||||
|
||||
value = CronsSearch
|
||||
|
||||
|
||||
__all__ = [
|
||||
"on",
|
||||
"MetadataInput",
|
||||
"RunsCreate",
|
||||
"ThreadsCreate",
|
||||
"ThreadsRead",
|
||||
"ThreadsUpdate",
|
||||
"ThreadsDelete",
|
||||
"ThreadsSearch",
|
||||
"AssistantsCreate",
|
||||
"AssistantsRead",
|
||||
"AssistantsUpdate",
|
||||
"AssistantsDelete",
|
||||
"AssistantsSearch",
|
||||
]
|
||||
Generated
+236
-167
@@ -1,47 +1,47 @@
|
||||
# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
|
||||
# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
|
||||
|
||||
[[package]]
|
||||
name = "anyio"
|
||||
version = "4.3.0"
|
||||
version = "4.7.0"
|
||||
description = "High level compatibility layer for multiple asynchronous event loop implementations"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
python-versions = ">=3.9"
|
||||
files = [
|
||||
{file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
|
||||
{file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
|
||||
{file = "anyio-4.7.0-py3-none-any.whl", hash = "sha256:ea60c3723ab42ba6fff7e8ccb0488c898ec538ff4df1f1d5e642c3601d07e352"},
|
||||
{file = "anyio-4.7.0.tar.gz", hash = "sha256:2f834749c602966b7d456a7567cafcb309f96482b5081d14ac93ccd457f9dd48"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
|
||||
idna = ">=2.8"
|
||||
sniffio = ">=1.1"
|
||||
typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
|
||||
typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
|
||||
|
||||
[package.extras]
|
||||
doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
|
||||
test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
|
||||
trio = ["trio (>=0.23)"]
|
||||
doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
|
||||
test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
|
||||
trio = ["trio (>=0.26.1)"]
|
||||
|
||||
[[package]]
|
||||
name = "certifi"
|
||||
version = "2024.7.4"
|
||||
version = "2024.8.30"
|
||||
description = "Python package for providing Mozilla's CA Bundle."
|
||||
optional = false
|
||||
python-versions = ">=3.6"
|
||||
files = [
|
||||
{file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
|
||||
{file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
|
||||
{file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
|
||||
{file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "codespell"
|
||||
version = "2.2.6"
|
||||
version = "2.3.0"
|
||||
description = "Codespell"
|
||||
optional = false
|
||||
python-versions = ">=3.8"
|
||||
files = [
|
||||
{file = "codespell-2.2.6-py3-none-any.whl", hash = "sha256:9ee9a3e5df0990604013ac2a9f22fa8e57669c827124a2e961fe8a1da4cacc07"},
|
||||
{file = "codespell-2.2.6.tar.gz", hash = "sha256:a8c65d8eb3faa03deabab6b3bbe798bea72e1799c7e9e955d57eca4096abcff9"},
|
||||
{file = "codespell-2.3.0-py3-none-any.whl", hash = "sha256:a9c7cef2501c9cfede2110fd6d4e5e62296920efe9abfb84648df866e47f58d1"},
|
||||
{file = "codespell-2.3.0.tar.gz", hash = "sha256:360c7d10f75e65f67bad720af7007e1060a5d395670ec11a7ed1fed9dd17471f"},
|
||||
]
|
||||
|
||||
[package.extras]
|
||||
@@ -73,13 +73,13 @@ files = [
|
||||
|
||||
[[package]]
|
||||
name = "exceptiongroup"
|
||||
version = "1.2.1"
|
||||
version = "1.2.2"
|
||||
description = "Backport of PEP 654 (exception groups)"
|
||||
optional = false
|
||||
python-versions = ">=3.7"
|
||||
files = [
|
||||
{file = "exceptiongroup-1.2.1-py3-none-any.whl", hash = "sha256:5258b9ed329c5bbdd31a309f53cbfb0b155341807f6ff7606a1e801a891b29ad"},
|
||||
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]
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|
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[package.extras]
|
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@@ -98,13 +98,13 @@ files = [
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|
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[[package]]
|
||||
name = "httpcore"
|
||||
version = "1.0.5"
|
||||
version = "1.0.7"
|
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description = "A minimal low-level HTTP client."
|
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optional = false
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python-versions = ">=3.8"
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files = [
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|
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|
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[package.dependencies]
|
||||
@@ -115,17 +115,17 @@ h11 = ">=0.13,<0.15"
|
||||
asyncio = ["anyio (>=4.0,<5.0)"]
|
||||
http2 = ["h2 (>=3,<5)"]
|
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socks = ["socksio (==1.*)"]
|
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trio = ["trio (>=0.22.0,<0.26.0)"]
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trio = ["trio (>=0.22.0,<1.0)"]
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||||
|
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[[package]]
|
||||
name = "httpx"
|
||||
version = "0.27.0"
|
||||
version = "0.28.1"
|
||||
description = "The next generation HTTP client."
|
||||
optional = false
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python-versions = ">=3.8"
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[package.dependencies]
|
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@@ -133,25 +133,28 @@ anyio = "*"
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certifi = "*"
|
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httpcore = "==1.*"
|
||||
idna = "*"
|
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sniffio = "*"
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|
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[package.extras]
|
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brotli = ["brotli", "brotlicffi"]
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cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
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http2 = ["h2 (>=3,<5)"]
|
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socks = ["socksio (==1.*)"]
|
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zstd = ["zstandard (>=0.18.0)"]
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|
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[[package]]
|
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name = "idna"
|
||||
version = "3.7"
|
||||
version = "3.10"
|
||||
description = "Internationalized Domain Names in Applications (IDNA)"
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||||
optional = false
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python-versions = ">=3.5"
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python-versions = ">=3.6"
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files = [
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[package.extras]
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[[package]]
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name = "iniconfig"
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version = "2.0.0"
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@@ -165,47 +168,53 @@ files = [
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[[package]]
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name = "mypy"
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version = "1.10.0"
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version = "1.13.0"
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description = "Optional static typing for Python"
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optional = false
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python-versions = ">=3.8"
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[package.dependencies]
|
||||
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|
||||
tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
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||||
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||||
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[package.extras]
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||||
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||||
install-types = ["pip"]
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||||
mypyc = ["setuptools (>=50)"]
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||||
reports = ["lxml"]
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||||
@@ -223,68 +232,97 @@ files = [
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||||
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||||
[[package]]
|
||||
name = "orjson"
|
||||
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||||
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]
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|
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[[package]]
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name = "packaging"
|
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version = "24.0"
|
||||
version = "24.2"
|
||||
description = "Core utilities for Python packages"
|
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optional = false
|
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python-versions = ">=3.7"
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python-versions = ">=3.8"
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files = [
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]
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[[package]]
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@@ -377,29 +415,29 @@ watchdog = ">=0.6.0"
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||||
|
||||
[[package]]
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||||
name = "ruff"
|
||||
version = "0.6.2"
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||||
version = "0.6.9"
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||||
description = "An extremely fast Python linter and code formatter, written in Rust."
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optional = false
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python-versions = ">=3.7"
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files = [
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]
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[[package]]
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||||
@@ -415,62 +453,93 @@ files = [
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[[package]]
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||||
name = "tomli"
|
||||
version = "2.0.1"
|
||||
version = "2.2.1"
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||||
description = "A lil' TOML parser"
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optional = false
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python-versions = ">=3.7"
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python-versions = ">=3.8"
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
version = "6.0.0"
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
]
|
||||
|
||||
[package.extras]
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
[tool.poetry]
|
||||
name = "langgraph-sdk"
|
||||
version = "0.1.44"
|
||||
version = "0.1.45"
|
||||
description = "SDK for interacting with LangGraph API"
|
||||
authors = []
|
||||
license = "MIT"
|
||||
|
||||
Generated
+19
-2
@@ -3035,7 +3035,7 @@ langchain-core = ">=0.3.0,<0.4.0"
|
||||
|
||||
[[package]]
|
||||
name = "langgraph"
|
||||
version = "0.2.57"
|
||||
version = "0.2.59"
|
||||
description = "Building stateful, multi-actor applications with LLMs"
|
||||
optional = false
|
||||
python-versions = ">=3.9.0,<4.0"
|
||||
@@ -3068,6 +3068,23 @@ msgpack = "^1.1.0"
|
||||
type = "directory"
|
||||
url = "libs/checkpoint"
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint-mongodb"
|
||||
version = "0.1.0"
|
||||
description = "Library with a MongoDB implementation of LangGraph checkpoint saver."
|
||||
optional = false
|
||||
python-versions = "<4.0.0,>=3.9.0"
|
||||
files = [
|
||||
{file = "langgraph_checkpoint_mongodb-0.1.0-py3-none-any.whl", hash = "sha256:52f20956b36e0275ff805a1eea1db4c1a7e5e0ffe0a1ade65969004fa1654703"},
|
||||
{file = "langgraph_checkpoint_mongodb-0.1.0.tar.gz", hash = "sha256:3165c134ad5c82a3fe02fef04c81dcd48a3f5d031e07a9d1cb84457241f76793"},
|
||||
]
|
||||
|
||||
[package.dependencies]
|
||||
langgraph = ">=0.2.38,<0.3.0"
|
||||
langgraph-checkpoint = ">=2.0.0,<3.0.0"
|
||||
motor = ">3.5.0"
|
||||
pymongo = ">=4.9.0,<4.10.0"
|
||||
|
||||
[[package]]
|
||||
name = "langgraph-checkpoint-postgres"
|
||||
version = "2.0.8"
|
||||
@@ -7468,4 +7485,4 @@ type = ["pytest-mypy"]
|
||||
[metadata]
|
||||
lock-version = "2.0"
|
||||
python-versions = "^3.10"
|
||||
content-hash = "cf18eed5e183fc4f7786d095540b6c9261e130750f2d1fcc427e08b78d522c61"
|
||||
content-hash = "367f5fb480a8fa5d8ab1c0964a1e9450dbb28e6998097e7536966e7a5fe30c90"
|
||||
|
||||
@@ -41,6 +41,7 @@ langchain-nomic = "^0.1.3"
|
||||
langchain-fireworks = "^0.2.0"
|
||||
langchain-community = "^0.3.0"
|
||||
langchain-experimental = "^0.3.2"
|
||||
langgraph-checkpoint-mongodb = "^0.1.0"
|
||||
langsmith = "^0.1.129"
|
||||
chromadb = "^0.5.5"
|
||||
gpt4all = "^2.8.2"
|
||||
|
||||
Reference in New Issue
Block a user