Files
leocrm/app/plugins/builtins/ai_assistant/plugin.py
T
Agent Zero 000c969b13
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Phase 5.5-5.9: Plugin-Marketplace, Agent Memory, GraphRAG, Subagents, External Agent API
5.5 Plugin-Marketplace:
- New plugin: marketplace/ (models, routes, services, schemas, config)
- MarketplaceListing model (global, no tenant_id)
- Ed25519 signature verification via PluginSignature
- Endpoints: list, detail, install, verify, categories
- Config: MARKETPLACE_SERVER_URL setting

5.6 Agent Memory (persistent):
- New plugin: agent_memory/ (models, routes, services, schemas)
- AgentMemory model with embedding vector(768) + HNSW index
- store_memory() with auto-embedding
- retrieve_relevant_memories() with pgvector cosine similarity
- Semantic search endpoint

5.7 GraphRAG:
- New plugin: graph_rag/ (models, routes, services, provider, schemas)
- EntityRelationship model (source/target type+id, relationship_type, metadata)
- BFS graph traversal (bidirectional, configurable depth)
- GraphRAGSearchProvider registered in unified_search

5.8 Subagents / Multi-Agent:
- AgentCoordinator class (create_subtask, wait_for_subtask, aggregate, cancel)
- AgentSubtask model + migration 0002_agent_subtasks.sql
- 6 new API endpoints for subtask management
- Tools registered in AI tool registry

5.9 External Agent API:
- external_api.py: POST /run, GET /status, POST /stream (SSE)
- Bearer API token authentication
- Rate limiting: 10 req/min per token
- ExternalAgentRequest/Response schemas

3 new plugins registered in main.py and __init__.py
All files py_compile clean
2026-08-04 15:06:23 +02:00

160 lines
6.2 KiB
Python

"""AI Assistant plugin — multi-provider LLM chat, agents, tools."""
from __future__ import annotations
import logging
from typing import Any
from app.plugins.base import BasePlugin
from app.plugins.manifest import PluginManifest, PluginRouteDef, FrontendMenuItem, FrontendPageRoute, FrontendSettingsPage
logger = logging.getLogger(__name__)
class AIAssistantPlugin(BasePlugin):
"""AI Assistant plugin: multi-provider LLM chat with agents and tools."""
manifest = PluginManifest(
name="ai_assistant",
version="1.0.0",
display_name="KI Assistent",
description=(
"AI Assistant with multi-provider LLM support, custom agents, "
"plugin tools, and streaming chat."
),
dependencies=["kommunikation"],
routes=[
PluginRouteDef(
path="/api/v1/ai",
module="app.plugins.builtins.ai_assistant.routes",
router_attr="router",
),
PluginRouteDef(
path="/api/v1/external",
module="app.plugins.builtins.ai_assistant.external_api",
router_attr="router",
),
],
events=[],
migrations=["0001_initial.sql", "0002_folders_attachments.sql"],
permissions=[
"ai:read",
"ai:write",
"ai:config",
"ai:agents",
"ai:tools",
],
is_core=True,
menu_items=[
FrontendMenuItem(label_key='nav.aiAssistant', label='KI Assistent', path='/ai-assistant', icon='Bot', order=90),
],
page_routes=[
FrontendPageRoute(path='/ai-assistant', component='@/pages/AIAssistant', protected=True),
],
settings_pages=[
FrontendSettingsPage(path='ai', label_key='settings.ai', label='AI Settings', component='@/pages/AISettings', icon='Bot', order=60),
],
author="LeoCRM Team",
min_app_version="1.0.0",
hooks=["contact.after_create", "contact.after_update"],
contract_version="1.0.0",
)
def __init__(self) -> None:
super().__init__()
self._ai_handler = None
self._msg_handler = None
async def on_install(self, db, service_container) -> None:
"""Seed default provider and agent."""
from app.plugins.builtins.ai_assistant.services import seed_defaults
await seed_defaults(db)
async def on_activate(self, db, service_container, event_bus) -> None:
"""Activate plugin: register CRM API tool and participant handler."""
await super().on_activate(db, service_container, event_bus)
# Register the generic CRM API tool — gives AI full system access
try:
from app.plugins.builtins.ai_assistant.crm_api_tool import register_crm_api_tool
from app.plugins.builtins.ai_assistant.tool_registry import get_tool_registry
register_crm_api_tool(get_tool_registry())
logger.info("CRM API tool registered — AI has full system access")
except Exception:
logger.exception("Failed to register CRM API tool")
# Register as participant in the kommunikation system
try:
from app.plugins.builtins.ai_assistant.participant_handler import (
AIParticipantHandler,
)
from app.plugins.builtins.kommunikation.contracts import (
get_participant_registry,
)
self._ai_handler = AIParticipantHandler(service_container)
get_participant_registry().register("ai", self._ai_handler)
logger.info("[STARTUP] AI Assistant registered as participant 'ai'")
logger.info("AI Assistant registered as participant 'ai'")
except Exception as e:
logger.error(f"[STARTUP] Failed to register AI Assistant as participant: {e}")
logger.exception("Failed to register AI Assistant as participant")
# Subscribe to message.received events
try:
self._msg_handler = self._on_message_received
event_bus.subscribe("message.received", self._msg_handler)
logger.info("AI Assistant subscribed to message.received events")
except Exception:
logger.exception("Failed to subscribe to message.received events")
async def _on_message_received(self, payload: dict[str, Any]) -> None:
"""Handle message.received event by delegating to the AI participant handler."""
if self._ai_handler is None:
return
try:
await self._ai_handler.handle_event(payload)
except Exception:
logger.exception("Error in AI participant handler for message.received")
async def on_deactivate(self, db, service_container, event_bus) -> None:
"""Deactivate plugin: unregister participant and event subscriptions."""
# Contract abmelden
from app.plugins.builtins.contracts import get_contract_registry
get_contract_registry().unregister(self.manifest.name)
# Unregister from participant registry
try:
from app.plugins.builtins.kommunikation.contracts import (
get_participant_registry,
)
get_participant_registry().unregister("ai")
logger.info("AI Assistant unregistered as participant 'ai'")
except Exception:
logger.exception("Failed to unregister AI Assistant as participant")
# Unsubscribe from message.received events
if self._msg_handler:
try:
event_bus.unsubscribe("message.received", self._msg_handler)
except Exception:
logger.exception("Failed to unsubscribe from message.received events")
self._msg_handler = None
self._ai_handler = None
await super().on_deactivate(db, service_container, event_bus)
def get_notification_types(self) -> list[dict[str, Any]]:
return [
{
"type_key": "ai_response_error",
"category": "ai",
"label": "KI Antwort-Fehler",
"description": "Fehler bei der KI-Antwortgenerierung",
"is_enabled_by_default": True,
},
]