""" 通讯录子图节点 Contact Subgraph Nodes """ from typing import Dict, Any from datetime import datetime from .state import ContactState, ContactAction, Contact, Email def parse_intent(state: ContactState) -> ContactState: """ 解析用户意图节点 确定用户想做什么操作 """ state.current_phase = "intent_parsing" query_lower = state.user_query.lower() # 简单的关键词匹配(真实场景应该用LLM) if any(keyword in query_lower for keyword in ["联系人", "contact", "list"]): state.action = ContactAction.CONTACT_LIST state.action_params = {"query": state.user_query} elif any(keyword in query_lower for keyword in ["添加", "add", "新建", "save"]): state.action = ContactAction.CONTACT_ADD # TODO: 提取联系人信息 elif any(keyword in query_lower for keyword in ["邮件", "email", "inbox"]): state.action = ContactAction.EMAIL_LIST elif any(keyword in query_lower for keyword in ["发送邮件", "send email", "发邮件"]): state.action = ContactAction.EMAIL_SEND else: state.action = ContactAction.SNIFF_CONTACTS return state def list_contacts(state: ContactState) -> ContactState: """ 列出联系人节点 """ state.current_phase = "listing_contacts" # TODO: 从数据库查询 # 暂时返回空列表 state.contacts = [] state.success = True state.final_result = "暂无联系人" return state def add_contact(state: ContactState) -> ContactState: """ 添加联系人节点 """ state.current_phase = "adding_contact" # TODO: 实现添加联系人逻辑 state.success = True state.final_result = "联系人添加成功(待实现)" return state def list_emails(state: ContactState) -> ContactState: """ 列出邮件节点 """ state.current_phase = "listing_emails" # TODO: 从IMAP查询 state.emails = [] state.success = True state.final_result = "暂无邮件" return state def generate_email_draft(state: ContactState) -> ContactState: """ 生成邮件草稿节点 """ state.current_phase = "generating_draft" # TODO: 使用LLM生成邮件草稿 state.draft_subject = "邮件主题" state.draft_recipient = "recipient@example.com" state.draft_body = "这是邮件内容..." # 进入人工审核状态 state.pending_review = True state.review_type = "email_send" state.review_prompt = "请确认是否发送此邮件" return state def human_review(state: ContactState) -> ContactState: """ 人工审核节点 这里会让用户确认/修改 """ state.current_phase = "reviewing" # 注意:真实的LangGraph会在这里使用interrupt()暂停 # 这里我们只设置状态,让外层处理 if state.review_approved is True: state.pending_review = False elif state.review_approved is False: state.pending_review = False state.error_message = "发送已取消" state.success = False return state def send_email(state: ContactState) -> ContactState: """ 发送邮件节点 """ state.current_phase = "sending_email" # TODO: 使用SMTP发送邮件 state.success = True state.final_result = "邮件发送成功(待实现)" return state def sniff_contacts(state: ContactState) -> ContactState: """ 智能嗅探节点 从对话中提取可能的联系人信息 """ state.current_phase = "sniffing" # TODO: 实现智能嗅探 state.success = True state.final_result = "智能嗅探完成(待实现)" return state def format_result(state: ContactState) -> ContactState: """ 格式化结果节点 """ state.current_phase = "formatting" # 根据不同action生成不同的格式化输出 if state.action == ContactAction.CONTACT_LIST: if state.contacts: result = "联系人列表:\n" for i, contact in enumerate(state.contacts, 1): result += f"{i}. {contact.name}" if contact.phone: result += f" - {contact.phone}" if contact.email: result += f" ({contact.email})" result += "\n" else: result = "暂无联系人" state.final_result = result elif state.action == ContactAction.EMAIL_LIST: if state.emails: result = "邮件列表:\n" for i, email in enumerate(state.emails[:10], 1): result += f"{i}. {email.subject} - {email.sender}\n" else: result = "暂无邮件" state.final_result = result else: if not state.final_result: state.final_result = "操作完成" state.current_phase = "done" return state def should_continue(state: ContactState) -> str: """ 条件路由:决定下一步该做什么 """ if state.error_message: return "finalize" # 如果在审核中,等待 if state.pending_review: return "human_review" # 根据action路由 if state.action == ContactAction.NONE: return "parse_intent" elif state.action == ContactAction.CONTACT_LIST: return "list_contacts" elif state.action == ContactAction.CONTACT_ADD: return "add_contact" elif state.action == ContactAction.EMAIL_LIST: return "list_emails" elif state.action == ContactAction.EMAIL_SEND: if state.pending_review: return "human_review" elif state.draft_subject: return "send_email" else: return "generate_email_draft" elif state.action == ContactAction.SNIFF_CONTACTS: return "sniff_contacts" else: return "format_result"