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agentscope
src/agentscope/app/message_bus/_base.py
.py
# -*- coding: utf-8 -*- """The message bus abstract base class. The message bus is the *live* transport layer used to coordinate work across sessions and processes. It is intentionally separate from :class:`StorageBase`, which owns *persistent* records: storage may live on a relational database while the bus stays on ...
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agentscope
src/agentscope/app/message_bus/__init__.py
.py
# -*- coding: utf-8 -*- """The message bus module β€” live transport for cross-session messages.""" from ._base import MessageBus from ._in_memory_message_bus import InMemoryMessageBus from ._keys import MessageBusKeys from ._redis_message_bus import RedisMessageBus __all__ = [ "InMemoryMessageBus", "MessageBus...
15
372
agentscope
src/agentscope/app/message_bus/_keys.py
.py
# -*- coding: utf-8 -*- """Centralised registry of message-bus key/namespace conventions used by application-layer services. :class:`~agentscope.app.message_bus.MessageBus` itself stays domain-agnostic β€” it exposes only generic primitives (``publish`` / ``subscribe`` / ``queue_*`` / ``log_*`` / ``registry_*`` / ``acqu...
351
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agentscope
src/agentscope/app/message_bus/_in_memory_message_bus.py
.py
# -*- coding: utf-8 -*- """In-memory message bus implementation. A pure-Python :class:`MessageBus` backed by :mod:`asyncio` primitives, Python dicts and lists. Designed for **single-process** use β€” local development, unit tests, and examples that want to avoid a Redis dependency. .. note:: **Not suitable for pro...
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agentscope
src/agentscope/app/message_bus/_redis_message_bus.py
.py
# -*- coding: utf-8 -*- """The Redis-backed message bus implementation.""" import asyncio import json import uuid from collections.abc import AsyncGenerator from contextlib import asynccontextmanager from typing import Any, Callable, Self, TYPE_CHECKING from ._base import MessageBus if TYPE_CHECKING: from redis.a...
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agentscope
src/agentscope/app/rag/__init__.py
.py
# -*- coding: utf-8 -*- """Service-layer RAG building blocks. This subpackage groups every RAG-specific service-layer concept under one roof so the user-facing import surface stays compact: - :mod:`.blob_store` β€” backends storing uploaded document bytes; - :mod:`.knowledge_base_manager` β€” knowledge base lifecycle and...
93
2,707
agentscope
src/agentscope/app/rag/blob_store/_local.py
.py
# -*- coding: utf-8 -*- """Local filesystem implementation of :class:`BlobStoreBase`. The backend reserves a single root directory and treats keys as relative paths beneath it. URIs are formatted as ``local://{key}`` β€” the scheme acts as a discriminator so a mixed-deployment app can route ``local://`` and ``s3://`` U...
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agentscope
src/agentscope/app/rag/blob_store/_base.py
.py
# -*- coding: utf-8 -*- """Abstract base class for blob storage backends. A :class:`BlobStoreBase` is the byte-level home of files uploaded into the application β€” knowledge base documents in v1, potentially other binary payloads later. It is created once at app startup and shared across requests, mirroring the lifecy...
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agentscope
src/agentscope/app/rag/blob_store/__init__.py
.py
# -*- coding: utf-8 -*- """Blob storage backends for document uploads.""" from ._base import AsyncReadable, BlobStoreBase from ._local import LocalBlobStore from ._s3 import S3BlobStore __all__ = [ "AsyncReadable", "BlobStoreBase", "LocalBlobStore", "S3BlobStore", ]
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agentscope
src/agentscope/app/rag/blob_store/_s3.py
.py
# -*- coding: utf-8 -*- """S3-compatible implementation of :class:`BlobStoreBase`. Works against any service that implements the S3 wire protocol β€” AWS S3, MinIO, Cloudflare R2, Aliyun OSS (S3-compatible), Tencent yun COS, etc. The discriminator is ``endpoint_url``: ``None`` means real AWS S3 (``aioboto3`` resolves th...
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11,609
agentscope
src/agentscope/app/rag/knowledge_base_manager/_dimension_policy.py
.py
# -*- coding: utf-8 -*- """Dimension policy advertised by a knowledge base manager. The policy tells the front-end which embedding-model dimensions are acceptable when creating a new knowledge base. It is the *capability* side of the contract; the server still hard-validates every create call against the same rules. ...
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agentscope
src/agentscope/app/rag/knowledge_base_manager/_base.py
.py
# -*- coding: utf-8 -*- """Abstract knowledge base manager. The manager is the **lifecycle owner** of knowledge bases: - it creates / lists / deletes :class:`KnowledgeBaseRecord` rows in storage, - it allocates / drops the matching vector store collections, - it resolves an embedding model from the record's credent...
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agentscope
src/agentscope/app/rag/knowledge_base_manager/_errors.py
.py
# -*- coding: utf-8 -*- """Knowledge base manager exception hierarchy. The router maps each exception to an HTTP status code in :mod:`agentscope.app._router._knowledge_base`: - :class:`KnowledgeBaseNotFoundError` β†’ ``404`` - :class:`DimensionPolicyError` β†’ ``409`` Keeping the mapping inside the router (and not...
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agentscope
src/agentscope/app/rag/knowledge_base_manager/__init__.py
.py
# -*- coding: utf-8 -*- """Knowledge base manager classes. The manager owns the lifecycle of knowledge bases: - creation / deletion / listing of :class:`KnowledgeBaseRecord` rows, - allocation / drop of the matching vector store storage, - construction of :class:`~agentscope.rag.KnowledgeBase` runtime handles used ...
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agentscope
src/agentscope/app/rag/knowledge_base_manager/_collection_per_kb.py
.py
# -*- coding: utf-8 -*- """Collection-per-knowledge-base isolation strategy. The simplest correct implementation: every knowledge base gets its own vector store collection sized to the chosen embedding model. No cross-KB co-location, no namespace gymnastics β€” collection names are the isolation key. Because each know...
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agentscope
src/agentscope/app/rag/index_worker/__main__.py
.py
# -*- coding: utf-8 -*- """Entry point for ``python -m agentscope.app.rag.index_worker``. Resolves a deployment-supplied bootstrap callable from the ``AGENTSCOPE_WORKER_BOOTSTRAP`` environment variable, calls it to obtain the concrete backends, and hands them to :func:`run_worker`. The deployment owns the bootstrap b...
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agentscope
src/agentscope/app/rag/index_worker/__init__.py
.py
# -*- coding: utf-8 -*- """Out-of-process index worker entry point. A worker process owns: - a :class:`~agentscope.app._service.IndexWorker` instance, which runs the parse β†’ chunk β†’ embed pipeline for one document at a time; - an :class:`~agentscope.app._service.IndexTaskConsumer`, which subscribes to the shared ...
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agentscope
src/agentscope/app/_tool/_constants.py
.py
# -*- coding: utf-8 -*- """Shared constants for the framework-builtin team tools. Centralised here (rather than duplicated per-module) so contracts that must agree across tools have exactly one source of truth. Adding a new tool that touches the same invariant should import from here, not redeclare the value. """ HAN...
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agentscope
src/agentscope/app/_tool/_team_create.py
.py
# -*- coding: utf-8 -*- """The TeamCreate tool β€” establishes a new team led by the current session.""" from pydantic import Field from ._team_tool_base import _TeamToolBase from ..storage import TeamData, TeamRecord from ...message import TextBlock, ToolResultState from ...tool import ToolChunk, ParamsBase class _Te...
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agentscope
src/agentscope/app/_tool/_agent_invite.py
.py
# -*- coding: utf-8 -*- """The AgentInvite tool β€” borrows an existing agent into the leader's team. Unlike :class:`AgentCreate`, which spawns a brand-new worker (``source='team'``) from a :class:`SubAgentTemplate`, this tool **borrows** a pre-existing user-owned agent by minting a fresh team-scoped :class:`SessionReco...
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agentscope
src/agentscope/app/_tool/_team_say.py
.py
# -*- coding: utf-8 -*- """The TeamSay tool β€” sends a message to one or all team members.""" import json from typing import Any from pydantic import Field from ._constants import HANDLE_LEN from ._team_tool_base import _TeamToolBase from .._bus_ops import deliver_to_inbox from ..storage._utils import _ensure_team_mem...
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agentscope
src/agentscope/app/_tool/__init__.py
.py
# -*- coding: utf-8 -*- """Framework-builtin tools wired into team-participating agents. These tools differ from the workspace-provided builtins (Bash, Read, Task series, …) in two ways: 1. **Construction depends on app-level resources** β€” they bind a :class:`StorageBase` + :class:`MessageBus` reference plus the ...
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agentscope
src/agentscope/app/_tool/_agent_create.py
.py
# -*- coding: utf-8 -*- """The AgentCreate tool β€” spawns a worker into the current team.""" from __future__ import annotations import copy import json from typing import TYPE_CHECKING from pydantic import Field from ._team_tool_base import _TeamToolBase from .._types import SubAgentTemplate from .._bus_ops import de...
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agentscope
src/agentscope/app/_tool/_team_tool_base.py
.py
# -*- coding: utf-8 -*- """Base class shared by the team tools.""" from typing import Any, TYPE_CHECKING from ...permission import ( PermissionBehavior, PermissionContext, PermissionDecision, ) from ...tool import ToolBase if TYPE_CHECKING: from ..message_bus import MessageBus from ..storage impor...
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3,356
agentscope
src/agentscope/app/_tool/_team_delete.py
.py
# -*- coding: utf-8 -*- """The TeamDelete tool β€” dissolves the team led by the current session.""" from ._team_tool_base import _TeamToolBase from ...message import TextBlock, ToolResultState from ...tool import ToolChunk, ParamsBase class _TeamDeleteParams(ParamsBase): """Parameters for :class:`TeamDelete` β€” non...
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agentscope
src/agentscope/app/hub/_base.py
.py
# -*- coding: utf-8 -*- """The shared hub identity and lifecycle.""" import re from typing import Any, Self # A hub id is a path segment in the hub routes. HUB_ID_PATTERN = re.compile(r"[a-zA-Z0-9_-]+") class HubBase: """The identity and lifecycle shared by every hub implementation. A hub is addressed by :a...
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agentscope
src/agentscope/app/hub/__init__.py
.py
# -*- coding: utf-8 -*- """The hub classes, responsible for providing resource for the agent service. """ from ._base import HubBase from ._error import HubError from ._mcp import ( GitHubMCPHub, MCPHubBase, MCPCard, MCPHubPage, ) from ._skill import ( SkillArchive, SkillHubBase, SkillCard,...
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agentscope
src/agentscope/app/hub/_error.py
.py
# -*- coding: utf-8 -*- """The failure shared by every hub.""" class HubError(Exception): """Raised when a hub's upstream registry returns a failure. One type for every hub: the registries differ but the failure does not, and a caller that wants to map an upstream 429 onto a 503 has to catch somethin...
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1,066
agentscope
src/agentscope/app/hub/_mcp/_base.py
.py
# -*- coding: utf-8 -*- """The MCP hub base class.""" from abc import ABC, abstractmethod from ._card import MCPCard, MCPHubPage from .._base import HubBase class MCPHubBase(HubBase, ABC): """The base class for MCP hub implementations. A hub exposes a browsable catalog of :class:`MCPCard` templates. Tur...
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agentscope
src/agentscope/app/hub/_mcp/_card.py
.py
# -*- coding: utf-8 -*- """The MCP card models.""" from typing import Literal, Self from pydantic import BaseModel, Field, model_validator from ....mcp import StdioMCPConfig, HttpMCPConfig class MCPCard(BaseModel): """A single MCP listing on a hub. A card is a *template*, not a connectable client: :att...
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agentscope
src/agentscope/app/hub/_mcp/__init__.py
.py
# -*- coding: utf-8 -*- """The MCP Hub classes.""" from ._base import MCPHubBase from ._card import MCPCard, MCPHubPage from ._github_hub import GitHubMCPHub __all__ = [ "GitHubMCPHub", "MCPHubBase", "MCPCard", "MCPHubPage", ]
14
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agentscope
src/agentscope/app/hub/_mcp/_github_hub.py
.py
# -*- coding: utf-8 -*- """The GitHub MCP Registry provider. A thin async client around GitHub's MCP registry (``https://api.mcp.github.com``), exposing its servers through the :class:`~agentscope.app.hub._mcp._base.MCPHubBase` interface. .. note:: The registry is public and needs no credentials. A GitHub token o...
468
16,033
agentscope
src/agentscope/app/hub/_skill/_claw_hub.py
.py
# -*- coding: utf-8 -*- """The ClawHub skill provider. A thin async client around the ClawHub HTTP API (``https://clawhub.ai``) that exposes the registry skills through the :class:`~agentscope.app.hub._skill._base.SkillHubBase` interface. `ClawHub HTTP API <https://clawhub.ai/api/v1/openapi.json>`_ .. note:: Only th...
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agentscope
src/agentscope/app/hub/_skill/_base.py
.py
# -*- coding: utf-8 -*- """The skill hub base class.""" from abc import ABC, abstractmethod from typing import AsyncIterator, Literal, NamedTuple from ._card import SkillCard, SkillHubPage from .._base import HubBase class SkillArchive(NamedTuple): """A skill archive as the hub serves it. The format travels...
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agentscope
src/agentscope/app/hub/_skill/_card.py
.py
# -*- coding: utf-8 -*- """The skill card models.""" from typing import Self from pydantic import BaseModel, Field, model_validator class SkillCard(BaseModel): """A single skill listing on a hub. Unlike an :class:`MCPCard` there is nothing to configure: installing a skill copies its files into the works...
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agentscope
src/agentscope/app/hub/_skill/__init__.py
.py
# -*- coding: utf-8 -*- """The skill hub classes.""" from ._base import SkillArchive, SkillHubBase from ._card import SkillCard, SkillHubPage from ._claw_hub import ClawSkillHub __all__ = [ "SkillArchive", "SkillHubBase", "SkillCard", "SkillHubPage", "ClawSkillHub", ]
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agentscope
src/agentscope/app/middleware/__init__.py
.py
# -*- coding: utf-8 -*- """The middlewares module.""" from ._inbox_middleware import InboxMiddleware from ._protocol import ProtocolMiddlewareBase, AGUIProtocolMiddleware from ._state_change_middleware import StateChangeMiddleware from ._tool_offload_middleware import ToolOffloadMiddleware __all__ = [ "InboxMidd...
17
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agentscope
src/agentscope/app/middleware/_tool_offload_middleware.py
.py
# -*- coding: utf-8 -*- """Middleware that offloads long-running tool calls to background tasks. When a tool times out, this middleware: - Lets the underlying asyncio task keep running via :class:`BackgroundTaskManager` (the task is **never cancelled**). - Yields a synthetic placeholder :class:`ToolResponse` so the...
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agentscope
src/agentscope/app/middleware/_inbox_middleware.py
.py
# -*- coding: utf-8 -*- """Generic middleware that drains the message bus inbox before reasoning. Producers push :class:`~agentscope.message.HintBlock` payloads into the per-session inbox via :class:`~agentscope.app._message_bus.MessageBus`. This middleware drains the inbox at the start of each reasoning step and inje...
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agentscope
src/agentscope/app/middleware/_state_change_middleware.py
.py
# -*- coding: utf-8 -*- """Middleware that detects agent state / team changes after each tool call and pushes a :class:`CustomEvent` notification to the session's event stream. Two kinds of change are detected: - **State change** β€” ``tasks_context`` or ``permission_context`` modified (detected via hash comparison)....
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agentscope
src/agentscope/app/middleware/_protocol/_base.py
.py
# -*- coding: utf-8 -*- """Protocol middleware base class for converting AgentEvent stream to various protocols.""" import json from abc import ABC, abstractmethod from typing import AsyncGenerator, Callable from fastapi import Request, Response from fastapi.responses import StreamingResponse from starlette.middlewar...
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agentscope
src/agentscope/app/middleware/_protocol/__init__.py
.py
# -*- coding: utf-8 -*- """The middleware used for agent protocol.""" from ._base import ProtocolMiddlewareBase from ._agui import AGUIProtocolMiddleware __all__ = [ "ProtocolMiddlewareBase", "AGUIProtocolMiddleware", ]
11
230
agentscope
src/agentscope/app/middleware/_protocol/_agui.py
.py
# -*- coding: utf-8 -*- """The AGUI middleware class.""" from typing import TYPE_CHECKING, Any from starlette.types import ASGIApp from ._base import ProtocolMiddlewareBase from ....event import ( AgentEvent, DataBlockDeltaEvent, DataBlockEndEvent, DataBlockStartEvent, ExceedMaxItersEvent, Ext...
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agentscope
src/agentscope/app/channel/_base.py
.py
# -*- coding: utf-8 -*- """Channel base abstractions: events, capability, and the channel base. A channel has exactly three concerns: keep a long-lived connection, normalise platform payloads into :class:`ChannelEvent` / :class:`ChannelConfirmationResultEvent` and emit them, and send the gateway's outbound instruction...
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15,054
agentscope
src/agentscope/app/channel/_decision.py
.py
# -*- coding: utf-8 -*- """Stateless tool-approval resume. The awaiting confirmation is read straight from the session state (the single source of truth) and the run is resumed with the decision β€” no server-side pending record. A decision that no longer matches an ASKING tool call (stale click, double click) is ignore...
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3,215
agentscope
src/agentscope/app/channel/_errors.py
.py
# -*- coding: utf-8 -*- """Channel module exception.""" class ChannelError(Exception): """A channel operation failed. Carries the HTTP status the router should surface, so one exception covers every case (not-found β†’ 404, duplicate bot β†’ 409, bad request β†’ 400) without a subclass per case β€” the route...
24
785
agentscope
src/agentscope/app/channel/__init__.py
.py
# -*- coding: utf-8 -*- """Channel module β€” connect AgentScope agents to IM platforms. Channels translate a platform (Feishu, ...) to/from normalised events; the stateless :class:`ChannelGateway` orchestrates each event; :class:`~agentscope.app._service.ChannelService` owns CRUD; :class:`ChannelLifecycleDispatcher` ke...
40
1,114
agentscope
src/agentscope/app/channel/_routing.py
.py
# -*- coding: utf-8 -*- """Pure routing: resolve an inbound event to ``(agent_id, session_id)``. There is no persisted channel→session mapping table. Given the routing rules on the channel record, both the target agent and the session id are computed deterministically from the event — so every node derives the same re...
75
2,685
agentscope
src/agentscope/app/channel/_gateway.py
.py
# -*- coding: utf-8 -*- """ChannelGateway β€” inbound-only orchestration (data plane). ``process(event, channel)`` is the single entry point for both inbound messages and confirmation-card clicks. It is deliberately thin: - a **message** is routed to an ``(agent_id, session_id)`` and delivered as run input (a user tu...
296
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agentscope
src/agentscope/app/channel/_dispatcher.py
.py
# -*- coding: utf-8 -*- """ChannelLifecycleDispatcher β€” reconcile running instances with storage. One per node. Storage is the source of truth; this dispatcher makes the node's live channel set match the enabled records, driven by lifecycle notifications and a periodic sweep (which also self-heals lost notifications a...
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15,767
agentscope
src/agentscope/app/channel/_registry.py
.py
# -*- coding: utf-8 -*- """Channel type registry β€” the set of platform types a service allows. A channel *type* is fully described by its channel class (see :class:`~agentscope.app.channel.ChannelBase`): the class carries its ``channel_type`` id, ``platform_bot_id_field``, and nested ``Credentials`` / ``Config`` model...
167
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agentscope
src/agentscope/app/channel/_discord/_channel.py
.py
# -*- coding: utf-8 -*- """Discord channel (discord.py, gateway WebSocket). discord.py is async-native and runs on the app event loop, so β€” unlike Feishu β€” there is no thread bridging: ``on_message`` and button callbacks ``await self._emit(...)`` directly. On a button click the channel freezes its own card and emits a...
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agentscope
src/agentscope/app/channel/_discord/__init__.py
.py
# -*- coding: utf-8 -*- """Discord channel.""" from ._channel import DiscordChannel __all__ = ["DiscordChannel"]
6
114
agentscope
src/agentscope/app/channel/_feishu/_channel.py
.py
# -*- coding: utf-8 -*- """Feishu (Lark) channel β€” new ChannelBase interface. Translates the Feishu platform to/from normalised events and emits them via the injected gateway callback. On a card click the channel freezes its own card and emits a ``ChannelConfirmationResultEvent`` (same entry as messages) carrying the ...
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agentscope
src/agentscope/app/channel/_feishu/__init__.py
.py
# -*- coding: utf-8 -*- """Feishu (Lark) channel.""" from ._channel import FeishuChannel __all__ = ["FeishuChannel"]
6
118
agentscope
src/agentscope/app/channel/_feishu/_card_templates.py
.py
# -*- coding: utf-8 -*- """Feishu interactive-card helpers for the tool-approval flow. The card round-trips lookup keys (``tool_call_id``, ``chat_id`` and the resolved ``agent_id`` / ``session_id``) plus the click's approve/deny β€” the authoritative tool call is read from session state on resume, never trusted from the...
214
6,762
agentscope
src/agentscope/app/channel/_feishu/_tools/_send_message.py
.py
# -*- coding: utf-8 -*- """SendMessage β€” send text to another Feishu chat/user.""" from pydantic import Field from .....tool import ParamsBase, ToolChunk from ._base import _FeishuToolBase, _ack class _SendMessageParams(ParamsBase): receive_id: str = Field( description="Target id, taken verbatim from a L...
63
2,123
agentscope
src/agentscope/app/channel/_feishu/_tools/_base.py
.py
# -*- coding: utf-8 -*- """Shared base and reply helper for the Feishu agent tools.""" from typing import Any, TYPE_CHECKING from .....message import TextBlock, ToolResultState from .....permission import ( PermissionBehavior, PermissionContext, PermissionDecision, ) from .....tool import BackendBase, Tool...
80
2,607
agentscope
src/agentscope/app/channel/_feishu/_tools/_send_image.py
.py
# -*- coding: utf-8 -*- """SendImage β€” upload and send a workspace image, rendered inline.""" from pydantic import Field from .....message import TextBlock, ToolResultState from .....tool import ParamsBase, ToolChunk from ._base import _FeishuToolBase, _ack class _SendImageParams(ParamsBase): path: str = Field( ...
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2,483
agentscope
src/agentscope/app/channel/_feishu/_tools/__init__.py
.py
# -*- coding: utf-8 -*- """Feishu agent tools, one per module. Two families forming a closed chain: **discovery** (``ListChats`` / ``ListChatMembers``) hands back a ``receive_id`` + ``receive_id_type`` pair that **send** (``SendMessage`` / ``SendFile`` / ``SendImage``) consumes to reach a chat/user other than the curr...
22
639
agentscope
src/agentscope/app/channel/_feishu/_tools/_list_chats.py
.py
# -*- coding: utf-8 -*- """ListChats β€” discover the bot's Feishu groups as address pairs.""" import json from pydantic import Field from .....message import TextBlock from .....tool import ParamsBase, ToolChunk from ._base import _FeishuToolBase class _ListChatsParams(ParamsBase): query: str | None = Field( ...
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1,948
agentscope
src/agentscope/app/channel/_feishu/_tools/_send_file.py
.py
# -*- coding: utf-8 -*- """SendFile β€” upload and send a workspace file to another chat/user.""" from pathlib import Path from pydantic import Field from .....message import TextBlock, ToolResultState from .....tool import ParamsBase, ToolChunk from ._base import _FeishuToolBase, _ack class _SendFileParams(ParamsBas...
79
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agentscope
src/agentscope/app/channel/_feishu/_tools/_list_chat_members.py
.py
# -*- coding: utf-8 -*- """ListChatMembers β€” discover a group's members as address pairs.""" import json from pydantic import Field from .....message import TextBlock from .....tool import ParamsBase, ToolChunk from ._base import _FeishuToolBase class _ListChatMembersParams(ParamsBase): chat_id: str = Field( ...
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agentscope
src/agentscope/app/_service/_index_worker.py
.py
# -*- coding: utf-8 -*- """Background indexing pipeline for one knowledge document. The :class:`IndexWorker` owns the post-upload half of the document lifecycle. Given a ``document_id`` it: 1. acquires the processing lease via storage CAS (so only one worker in the cluster handles the document at a time); 2. read...
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agentscope
src/agentscope/app/_service/_session_projection.py
.py
# -*- coding: utf-8 -*- """Generic cross-session UI projection primitive. A *projection* mirrors a UI card owned by one session onto another session's event stream, so a client subscribed only to the target session can render and resolve it. The canonical use is team HITL: a worker (member) session parks on a tool cal...
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agentscope
src/agentscope/app/_service/_channel.py
.py
# -*- coding: utf-8 -*- """ChannelService β€” stateless CRUD for channel records. Validates, writes the record, and publishes a lifecycle notification so every node's :class:`ChannelLifecycleDispatcher` reconciles its running instances against storage. Holds no channel instances. """ from datetime import datetime from ...
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5,932
agentscope
src/agentscope/app/_service/_errors.py
.py
# -*- coding: utf-8 -*- """Classify a fatal reply exception into a UI-facing :class:`ErrorInfo`. Provider-agnostic: classification keys off HTTP status codes and exception class names, walking the ``__cause__`` / ``__context__`` chain (AgentScope often wraps a provider error one layer deep). No provider SDK is importe...
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6,191
agentscope
src/agentscope/app/_service/_index_task_consumer.py
.py
# -*- coding: utf-8 -*- """Single per-worker-process consumer of the shared index-task channel. One asyncio task per worker process. Subscribes to the shared :meth:`~agentscope.app.message_bus.MessageBusKeys.index_tasks_signal` channel and drains the durable :meth:`~agentscope.app.message_bus.MessageBusKeys.index_task...
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8,134
agentscope
src/agentscope/app/_service/__init__.py
.py
# -*- coding: utf-8 -*- """Service layer for the AgentScope app.""" from ._access import ( AgentView, CredentialView, KnowledgeBaseView, ResourceAccessService, ) from ._channel import ChannelService from ._chat import ChatService from ._embedding import get_embedding_model from ._index_sweeper import In...
50
1,371
agentscope
src/agentscope/app/_service/_index_sweeper.py
.py
# -*- coding: utf-8 -*- """Background sweep for stuck knowledge-document indexing jobs. The indexing pipeline relies on two storage-level signals to keep moving when something goes wrong: - a *lease* per in-flight document β€” its ``lease_expires_at`` is the upper bound on how long a worker may sit on the document be...
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agentscope
src/agentscope/app/_service/_workspace.py
.py
# -*- coding: utf-8 -*- """Workspace service β€” resolution, download tokens, uploads, git.""" import asyncio import base64 import hashlib import hmac import re import tarfile import time from typing import AsyncIterator, Literal from fastapi import HTTPException, UploadFile, status from pydantic import BaseModel, Field...
716
25,061
agentscope
src/agentscope/app/_service/_chat.py
.py
# -*- coding: utf-8 -*- """Chat service encapsulating agent execution + persistence logic. This is the single source of truth for running an agent against a session. Both the HTTP chat endpoint and the wakeup dispatcher call :meth:`ChatService.run`, guaranteeing identical message persistence, middleware wiring, and st...
1,111
48,598
agentscope
src/agentscope/app/_service/_session.py
.py
# -*- coding: utf-8 -*- """Cross-resource session lifecycle service. Owns the "stop in-flight runs + delete records + drop bus state" cascades that ``DELETE /sessions/{sid}``, ``DELETE /agents/{aid}``, ``DELETE /schedules/{sid}`` and the agent-facing :class:`~agentscope.app._tools.TeamDelete` / :class:`~agentscope.app...
729
29,523
agentscope
src/agentscope/app/_service/_knowledge_base.py
.py
# -*- coding: utf-8 -*- """Knowledge base service: HTTP-side orchestration. The router stays thin and DTO-shaped; everything HTTP-side that needs to coordinate persistence, the blob store, the indexing pipeline, and the vector store goes through this service. The split with :class:`~agentscope.rag.KnowledgeBase` is d...
546
19,543
agentscope
src/agentscope/app/_service/_tts_model.py
.py
# -*- coding: utf-8 -*- """TTS model service: builds a TTSModelBase from stored credential + config.""" from typing import Type from fastapi import HTTPException, status from ._access import ResourceAccessService from ..storage import TTSModelConfig from ...credential import CredentialFactory from ...tts import TTSMo...
66
1,926
agentscope
src/agentscope/app/_service/_access.py
.py
# -*- coding: utf-8 -*- """Resource access service β€” cross-owner reads with viewer-relative views.""" from __future__ import annotations from datetime import datetime from typing import Any, Literal, TypeVar, overload from fastapi import HTTPException, status from pydantic import BaseModel, Field, model_validator fr...
523
18,173
agentscope
src/agentscope/app/_service/_embedding.py
.py
# -*- coding: utf-8 -*- """Embedding model service: builds an EmbeddingModelBase from stored credential + config. Mirrors :mod:`._model` (which does the same for chat models). Two entry points are provided: - :func:`get_embedding_model` β€” HTTP / ChatService path. Resolves the credential through :class:`ResourceAcc...
127
4,119
agentscope
src/agentscope/app/_service/_model.py
.py
# -*- coding: utf-8 -*- """Model service: builds a ChatModelBase from stored credential + config.""" from ._access import ResourceAccessService from ..storage import ChatModelConfig from ...credential import CredentialFactory from ...model import ChatModelBase from ..._logging import logger async def get_model( u...
74
2,379
agentscope
src/agentscope/app/_service/_toolkit.py
.py
# -*- coding: utf-8 -*- """Toolkit assembly for an (agent, session) pair. The single entry point :func:`get_toolkit` gathers every tool source β€” workspace builtins, MCPs, skills, planning tools (Task*), background-task control (ToolStop), schedule control (Schedule*), team participation tools, and caller-supplied extr...
279
11,483
agentscope
src/agentscope/app/_service/_mcp_render.py
.py
# -*- coding: utf-8 -*- """Render an :class:`MCPCard` template into a connectable client.""" from string import Template from typing import Any import jsonschema from ..hub import MCPCard from ...mcp import MCPClient class MCPRenderError(ValueError): """Raised when user-supplied values do not fit an :class:`MCP...
169
5,085
agentscope
src/agentscope/app/_service/_projectors/_subagent_hitl.py
.py
# -*- coding: utf-8 -*- """Projector that bridges team-member HITL events to leader sessions. When a team *member* (worker) session hits a tool call that needs human confirmation, the worker run parks on an ``ASKING`` tool call in its **own** session β€” invisible to a client subscribed only to the *leader* session's ev...
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agentscope
src/agentscope/app/_service/_projectors/__init__.py
.py
# -*- coding: utf-8 -*- """Built-in event projectors. Each projector mirrors one cross-session UI feed onto the owning session via the shared :class:`~agentscope.app._service._session_projection.SessionProjection` primitive. See :class:`~agentscope.app._types.EventProjector`. """ from ._subagent_hitl import SubagentHi...
14
376
agentscope
src/agentscope/app/_manager/_background_task_manager.py
.py
# -*- coding: utf-8 -*- """The background task manager.""" import asyncio import json import time from collections import OrderedDict from dataclasses import dataclass, field from typing import Any, Self, TYPE_CHECKING import shortuuid from pydantic import BaseModel, Field from agentscope.message import TextBlock, To...
471
15,217
agentscope
src/agentscope/app/_manager/__init__.py
.py
# -*- coding: utf-8 -*- """The agent service managers, used in FastAPI lifespan to manage application-wide resources.""" from ._scheduler import SchedulerManager from ._wakeup_dispatcher import WakeupDispatcher from ._cancel_dispatcher import CancelDispatcher from ._chat_run_registry import ChatRunRegistry from ._back...
18
508
agentscope
src/agentscope/app/_manager/_cancel_dispatcher.py
.py
# -*- coding: utf-8 -*- """Single per-process dispatcher for cross-process cancels. Subscribes to two bus channels: 1. **Session cancel** β€” cancel all local work for a session (chat run + all BG tasks). Triggered by session deletion or explicit abort. 2. **Task cancel** β€” cancel a single BG task by task_id. Trigge...
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8,685
agentscope
src/agentscope/app/_manager/_wakeup_dispatcher.py
.py
# -*- coding: utf-8 -*- """Single per-process dispatcher for all cross-session run triggers. One asyncio task per process. Subscribes to the shared trigger signal channel and drains the durable trigger queue on each signal. It is the **sole** site that spawns :meth:`ChatService.run` into the shared :class:`ChatRunRegi...
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15,300
agentscope
src/agentscope/app/_manager/_chat_run_registry.py
.py
# -*- coding: utf-8 -*- """Per-process registry of in-flight ``ChatService.run`` asyncio tasks. Owns the asyncio.Task handles only β€” it is not the public cancel entry point. The cross-process cancel path goes through the bus's :meth:`~agentscope.app.message_bus.MessageBus.session_publish_cancel` broadcast, picked up l...
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agentscope
src/agentscope/app/_manager/_scheduler/__init__.py
.py
# -*- coding: utf-8 -*- """The scheduler related components.""" from ._scheduler_manager import SchedulerManager __all__ = [ "SchedulerManager", ]
9
153
agentscope
src/agentscope/app/_manager/_scheduler/_scheduler_manager.py
.py
# -*- coding: utf-8 -*- """The cron scheduler manager class.""" import json from collections.abc import Callable, Coroutine from typing import Self from ....message import HintBlock from ....permission import PermissionContext from ....state import AgentState from ....tool import ToolBase from ...._logging import log...
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agentscope
src/agentscope/app/_manager/_scheduler/_tools/_schedule_create.py
.py
# -*- coding: utf-8 -*- """The schedule create tool.""" from datetime import datetime from typing import Any from pydantic import BaseModel, Field from .....message import ToolResultState, TextBlock from .....permission import ( PermissionContext, PermissionDecision, PermissionBehavior, PermissionMode...
254
9,043
agentscope
src/agentscope/app/_manager/_scheduler/_tools/_schedule_view.py
.py
# -*- coding: utf-8 -*- """The schedule view tool.""" from typing import Any from pydantic import BaseModel, Field from .....message import ToolResultState, TextBlock from .....permission import ( PermissionContext, PermissionDecision, PermissionBehavior, ) from .....tool import ToolBase, ToolChunk from ....
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4,440
agentscope
src/agentscope/app/_manager/_scheduler/_tools/__init__.py
.py
# -*- coding: utf-8 -*- """The schedule related tools.""" from ._schedule_create import ScheduleCreate from ._schedule_delete import ScheduleDelete from ._schedule_list import ScheduleList from ._schedule_view import ScheduleView __all__ = [ "ScheduleCreate", "ScheduleDelete", "ScheduleList", "Schedul...
15
330
agentscope
src/agentscope/app/_manager/_scheduler/_tools/_schedule_delete.py
.py
# -*- coding: utf-8 -*- """Schedule delete tool – removes a job from the scheduler and storage.""" from typing import Any from pydantic import BaseModel, Field from apscheduler.jobstores.base import JobLookupError from .....message import ToolResultState, TextBlock from .....permission import ( PermissionContext,...
155
5,051
agentscope
src/agentscope/app/_manager/_scheduler/_tools/_schedule_list.py
.py
# -*- coding: utf-8 -*- """The tool to list the scheduled jobs in the cron scheduler manager.""" from typing import Any from pydantic import BaseModel from .....message import ToolResultState, TextBlock from .....permission import ( PermissionContext, PermissionDecision, PermissionBehavior, ) from .....to...
116
3,904
reflex
packages/hatch-reflex-pyi/src/hatch_reflex_pyi/hooks.py
.py
"""Hatch plugin registration for reflex-pyi build hook.""" from hatchling.plugin import hookimpl from hatch_reflex_pyi.plugin import ReflexPyiBuildHook @hookimpl def hatch_register_build_hook(): """Register the reflex-pyi build hook. Returns: ReflexPyiBuildHook: The build hook class to be registere...
16
362
reflex
packages/hatch-reflex-pyi/src/hatch_reflex_pyi/plugin.py
.py
"""Hatch build hook that generates .pyi stub files for Reflex component packages.""" from __future__ import annotations import pathlib import subprocess import sys from typing import Any from hatchling.builders.hooks.plugin.interface import BuildHookInterface class ReflexPyiBuildHook(BuildHookInterface): """Bu...
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reflex
packages/reflex-docgen/src/reflex_docgen/_class.py
.py
"""Generate documentation for arbitrary Python classes.""" import collections.abc import dataclasses import inspect import re from dataclasses import dataclass from typing import Any, Literal, get_args, get_origin, get_type_hints from reflex_base.utils.types import is_union from reflex_base.vars.base import BaseState...
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reflex
packages/reflex-docgen/src/reflex_docgen/__init__.py
.py
"""Module for generating documentation for Reflex components and classes.""" from reflex_docgen import markdown as markdown from reflex_docgen._class import ClassDocumentation as ClassDocumentation from reflex_docgen._class import FieldDocumentation as FieldDocumentation from reflex_docgen._class import MethodDocument...
36
1,394
reflex
packages/reflex-docgen/src/reflex_docgen/_component.py
.py
"""Generate documentation for Reflex components.""" from dataclasses import dataclass from typing import Any from reflex_base.components.component import DEFAULT_TRIGGERS_AND_DESC, Component from reflex_base.event import EventHandler @dataclass(frozen=True, slots=True, kw_only=True) class PropDocumentation: """...
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reflex
packages/reflex-docgen/src/reflex_docgen/markdown/__init__.py
.py
"""Markdown parsing and types for Reflex documentation.""" from __future__ import annotations from reflex_docgen.markdown import transformer as transformer from reflex_docgen.markdown._parser import parse_document as parse_document from reflex_docgen.markdown._types import Block as Block from reflex_docgen.markdown._...
60
2,333