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leocrm/app/plugins/builtins/knowledge/plugin.py
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"""Knowledge plugin — LLM-based entity/relationship extraction, ask-knowledge, review queue."""
from __future__ import annotations
import logging
import uuid
from typing import Any
from app.plugins.base import BasePlugin
from app.plugins.manifest import PluginManifest, PluginRouteDef
logger = logging.getLogger(__name__)
class KnowledgePlugin(BasePlugin):
manifest = PluginManifest(
name="knowledge",
version="1.0.0",
display_name="Knowledge",
description="LLM-based knowledge extraction, ask-knowledge, review queue. Builds on graph_rag + unified_search.",
dependencies=["permissions", "graph_rag", "unified_search"],
routes=[
PluginRouteDef(path="/api/v1/knowledge", module="app.plugins.builtins.knowledge.routes", router_attr="router"),
],
permissions=["knowledge:read", "knowledge:write", "knowledge:admin"],
)
async def on_activate(self, db, service_container, event_bus) -> None:
"""Register event-driven extraction hooks on activation."""
await super().on_activate(db, service_container, event_bus)
try:
from app.core.hooks import register_action
from app.plugins.builtins.knowledge.services import extract_knowledge
async def on_wiki_create(*args, **kwargs):
article_id = kwargs.get("article_id") or kwargs.get("entity_id")
tenant_id = kwargs.get("tenant_id")
title = kwargs.get("title", "")
content = kwargs.get("content", "")
if article_id and tenant_id and content:
from app.core.db import get_worker_session_factory
factory = get_worker_session_factory()
async with factory() as session:
await extract_knowledge(
db=session, tenant_id=uuid.UUID(str(tenant_id)),
source_type="wiki_article", source_id=uuid.UUID(str(article_id)),
source_title=title, source_text=content,
)
register_action("wiki.article.created", on_wiki_create, priority=20, owner_tag="knowledge")
# H-DATA-LIFE: Re-extract when wiki article is updated
async def on_wiki_update(*args, **kwargs):
article_id = kwargs.get("article_id") or kwargs.get("entity_id")
tenant_id = kwargs.get("tenant_id")
title = kwargs.get("title", "")
content = kwargs.get("content", "")
if article_id and tenant_id and content:
from app.core.db import get_worker_session_factory
factory = get_worker_session_factory()
async with factory() as session:
await extract_knowledge(
db=session, tenant_id=uuid.UUID(str(tenant_id)),
source_type="wiki_article", source_id=uuid.UUID(str(article_id)),
source_title=title, source_text=content,
)
register_action("wiki.article.updated", on_wiki_update, priority=20, owner_tag="knowledge")
logger.info("Registered knowledge extraction hooks")
except Exception:
logger.exception("Failed to register knowledge hooks")
# Register knowledge agent tools (I-AK: Agent→Knowledge)
try:
self._register_knowledge_agent_tools()
except Exception:
logger.exception("Failed to register knowledge agent tools")
def _register_knowledge_agent_tools(self) -> None:
"""Register I-AK agent tools for asking and searching knowledge."""
from app.ai.tool_registry import get_tool_registry
registry = get_tool_registry()
async def _ask_knowledge_handler(arguments: dict[str, Any], context: dict[str, Any]) -> dict[str, Any]:
"""Ask a knowledge question."""
from app.plugins.builtins.knowledge.services import ask_knowledge
from app.core.db import get_worker_session_factory
question = arguments.get("question", "")
tenant_id = context.get("tenant_id")
if not question or not tenant_id:
return {"error": "question and tenant_id required"}
factory = get_worker_session_factory()
async with factory() as db:
result = await ask_knowledge(db=db, tenant_id=uuid.UUID(str(tenant_id)), question=question)
return {"answer": result.get("answer", ""), "evidence_count": len(result.get("evidence", []))}
registry.register(
name="ask_knowledge",
description="Ask a knowledge question. Searches wiki articles and graph relationships for context.",
parameters={
"type": "object",
"properties": {
"question": {"type": "string", "description": "The question to ask"},
},
"required": ["question"],
},
handler=_ask_knowledge_handler,
plugin_name=self.manifest.name,
required_permission="wiki:read",
category="knowledge",
)
async def _search_knowledge_handler(arguments: dict[str, Any], context: dict[str, Any]) -> dict[str, Any]:
"""Search wiki articles via unified search."""
from app.plugins.builtins.unified_search.provider_registry import get_search_registry
from app.core.db import get_worker_session_factory
query = arguments.get("query", "")
tenant_id = context.get("tenant_id")
if not query or not tenant_id:
return {"error": "query and tenant_id required"}
factory = get_worker_session_factory()
async with factory() as db:
search_registry = get_search_registry()
wiki_provider = search_registry.get("wiki_article")
if not wiki_provider:
return {"error": "Wiki search provider not available"}
results = await wiki_provider._search_fts_filtered(
db=db, tsquery=query, tenant_id=uuid.UUID(str(tenant_id)), limit=5, visible_ids=None
)
return {
"results": [
{"title": r.get("title", ""), "summary": (r.get("summary") or r.get("content", "")[:200] or "")}
for r in results
],
"count": len(results),
}
registry.register(
name="search_knowledge",
description="Search wiki articles by keyword. Returns matching articles with title and summary.",
parameters={
"type": "object",
"properties": {
"query": {"type": "string", "description": "Search query"},
},
"required": ["query"],
},
handler=_search_knowledge_handler,
plugin_name=self.manifest.name,
required_permission="wiki:read",
category="knowledge",
)
logger.info("Registered knowledge agent tools: ask_knowledge, search_knowledge")
def get_job_modules(self) -> list[str]:
"""ARQ job modules — the retention cleanup job lives with this plugin."""
return ["app.plugins.builtins.knowledge.jobs"]
async def on_deactivate(self, db, service_container, event_bus) -> None:
"""Clean up on deactivation."""
from app.core.hooks import unregister_actions_by_owner
unregister_actions_by_owner("knowledge")
# Unregister knowledge agent tools from the core AI tool registry
try:
from app.ai.tool_registry import get_tool_registry
get_tool_registry().unregister_plugin(self.manifest.name)
logger.info("Unregistered AI agent tools for plugin '%s'", self.manifest.name)
except Exception:
logger.exception("Failed to unregister AI agent tools")
await super().on_deactivate(db, service_container, event_bus)