from datetime import datetime from sqlalchemy import or_ from app.models import KnowledgeModel, group_knowledge_table, KnowledgeUserModel from app.models.user_model import UserModel from Log import logger from app.task.fetch_agent import get_one_from_ragflow_knowledge async def get_knowledge_list(db, user_id, keyword, page_size, page_index, status, knowledge, location): user = db.query(UserModel).filter(UserModel.id == user_id).first() if user is None: return {"rows": []} query = db.query(KnowledgeModel).filter(KnowledgeModel.knowledge_type==knowledge) if user.permission != "admin": klg_list = [j.id for i in user.groups for j in i.knowledges] for i in db.query(KnowledgeUserModel).filter(KnowledgeUserModel.user_id == user_id, KnowledgeUserModel.status == 1).all(): if i.kb_id not in klg_list: klg_list.append(i.kb_id) query = query.filter(or_(KnowledgeModel.id.in_(klg_list), KnowledgeModel.tenant_id == str(user_id))) if location: query = query.filter(or_(KnowledgeModel.permission == "team", KnowledgeModel.tenant_id == str(user_id))) if keyword: query = query.filter(KnowledgeModel.name.like('%{}%'.format(keyword))) total = query.count() if page_size: query = query.order_by(KnowledgeModel.update_date.desc()).limit(page_size).offset((page_index - 1) * page_size) return {"total": total, "rows": [kld.to_json(str(user_id) if user.permission != "admin" else "admin") for kld in query.all()]} async def create_knowledge_service(db, klg_id, name, description, icon, klg_type, user_id): try: dialog_model = KnowledgeModel(id=klg_id,name=name, description=description,icon=icon, knowledge_type=klg_type, tenant_id=user_id,update_date=datetime.now(),create_date=datetime.now()) db.add(dialog_model) kb_user = KnowledgeUserModel(kb_id=klg_id, user_id=user_id, status=1, update_date=datetime.now(), create_date=datetime.now()) db.add(kb_user) db.commit() db.refresh(dialog_model) except Exception as e: logger.error(e) db.rollback() return False return True async def sync_knowledge_service(db, klg_id): knowledge = db.query(KnowledgeModel).filter(KnowledgeModel.id == klg_id).first() if knowledge: try: app_knowledge = get_one_from_ragflow_knowledge(klg_id) if app_knowledge: knowledge.name = app_knowledge["name"] knowledge.description = app_knowledge["description"] knowledge.permission = app_knowledge["permission"] knowledge.documents = app_knowledge["doc_num"] knowledge.status = app_knowledge["status"] knowledge.embd_id = app_knowledge["embd_id"] knowledge.update_date = datetime.now() db.add(knowledge) db.commit() db.refresh(knowledge) except Exception as e: logger.error(e) db.rollback() return False return True async def delete_knowledge_service(db, klg_id): try: db.query(KnowledgeModel).filter(KnowledgeModel.id==klg_id).delete() db.commit() except Exception as e: logger.error(e) db.rollback() return False return True async def update_knowledge_icon_service(db, klg_id, icon): try: db.query(KnowledgeModel).filter_by(id=klg_id).update({"icon":icon, "update_date": datetime.now()}) db.commit() except Exception as e: logger.error(e) db.rollback() return False return True async def get_knowledge_users_service(db, kb_id, user_id, page, page_size, member): kb_user_list = [] user_ids = [] kb_info = db.query(KnowledgeModel).filter(KnowledgeModel.id == kb_id).first() query = db.query(KnowledgeUserModel).filter(KnowledgeUserModel.kb_id == kb_id) if member: query = query.filter(KnowledgeUserModel.user_id != user_id) total = query.count() for kld in query.limit(page_size).offset((page - 1) * page_size).all(): user_ids.append(kld.user_id) print(kb_info.tenant_id) kb_user_list.append(kld.to_json(kb_info.tenant_id)) user = {i.id: i.username for i in db.query(UserModel).filter(UserModel.id.in_(user_ids)).all()} for kld in kb_user_list: kld["username"] = user.get(kld["user_id"], "") return {"total": total, "rows": kb_user_list} async def set_knowledge_owner_service(db, kb_id, user_id, u_id): try: db.query(KnowledgeModel).filter_by(id=kb_id).update({"tenant_id": str(user_id), "update_date": datetime.now()}) db.commit() except Exception as e: logger.error(e) db.rollback() return False return True async def add_knowledge_user_service(db, kb_id, user_id): try: kb_user = KnowledgeUserModel(kb_id=kb_id, user_id=user_id, status=1, update_date=datetime.now(), create_date=datetime.now()) db.add(kb_user) db.commit() except Exception as e: logger.error(e) db.rollback() return False return True