from server.db.models.knowledge_base_model import KnowledgeBaseModel from server.db.session import with_session @with_session def add_kb_to_db(session, kb_name, kb_info, vs_type, embed_model): # 创建知识库实例 kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() if not kb: kb = KnowledgeBaseModel(kb_name=kb_name, kb_info=kb_info, vs_type=vs_type, embed_model=embed_model) session.add(kb) else: # update kb with new vs_type and embed_model kb.kb_info = kb_info kb.vs_type = vs_type kb.embed_model = embed_model return True @with_session def list_kbs_from_db(session, min_file_count: int = -1): kbs = session.query(KnowledgeBaseModel.kb_name).filter(KnowledgeBaseModel.file_count > min_file_count).all() kbs = [kb[0] for kb in kbs] return kbs @with_session def kb_exists(session, kb_name): kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() status = True if kb else False return status @with_session def load_kb_from_db(session, kb_name): kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() if kb: kb_name, vs_type, embed_model = kb.kb_name, kb.vs_type, kb.embed_model else: kb_name, vs_type, embed_model = None, None, None return kb_name, vs_type, embed_model @with_session def delete_kb_from_db(session, kb_name): kb = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() if kb: session.delete(kb) return True @with_session def get_kb_detail(session, kb_name: str) -> dict: kb: KnowledgeBaseModel = session.query(KnowledgeBaseModel).filter(KnowledgeBaseModel.kb_name.ilike(kb_name)).first() if kb: return { "kb_name": kb.kb_name, "kb_info": kb.kb_info, "vs_type": kb.vs_type, "embed_model": kb.embed_model, "file_count": kb.file_count, "create_time": kb.create_time, } else: return {}