"""Nova Chat Service 主要功能:查询简历数据 + 查询岗位(可选),调用 AI 模块完成对话。 依赖:resume_loader(简历统一查询)、nova_chat AI 模块 使用表:bg_user_resume + 5张子表(通过 resume_loader 查询)、bg_job(查岗位,可选) """ from typing import Optional from sqlalchemy import select from sqlalchemy.ext.asyncio import AsyncSession from app.ai.nova_chat.chat import nova_chat from app.models.job import Job from app.services.resume_loader import ResumeDetail, load_resume_detail class NovaChatService: def __init__(self, session: AsyncSession): self.session = session async def chat(self, user_id: int, resume_id: int, message: str, history: list[dict], job_id: Optional[int] = None) -> str: """Nova 对话:查简历 → 查岗位(可选) → 序列化 → 调 AI""" detail = await load_resume_detail(self.session, resume_id, user_id) resume_text = self._build_resume_text(detail) job_context = await self._build_job_context(job_id) if job_id else "用户当前未浏览具体岗位" return await nova_chat(resume_text, message, history, job_context) async def _build_job_context(self, job_id: int) -> str: """查岗位并序列化为文本""" result = await self.session.execute(select(Job).where(Job.id == job_id)) job = result.scalar_one_or_none() if not job: return "用户当前未浏览具体岗位" parts = [] if job.title: parts.append(f"岗位名称:{job.title}") if job.description: parts.append(f"岗位职责:{job.description}") if job.requirement: parts.append(f"任职要求:{job.requirement}") if job.skill_tags: parts.append(f"技能标签:{'、'.join(job.skill_tags)}") return "\n".join(parts) if parts else "用户当前未浏览具体岗位" @staticmethod def _build_resume_text(detail: ResumeDetail) -> str: """将简历数据序列化为文本供 AI 使用""" resume = detail.resume parts = [] if resume.name: parts.append(f"姓名:{resume.name}") if resume.target_position: parts.append(f"目标岗位:{resume.target_position}") if resume.skills: parts.append(f"技能:{'、'.join(resume.skills)}") if resume.certificates: parts.append(f"证书:{'、'.join(resume.certificates)}") if resume.summary: parts.append(f"个人概述:{resume.summary}") if detail.education: parts.append("教育经历:") for r in detail.education: parts.append(f" - {r.school or ''} {r.major or ''} {r.degree or ''}") if detail.work: parts.append("工作经历:") for r in detail.work: parts.append(f" - {r.company_name or ''} {r.position or ''}") if detail.internship: parts.append("实习经历:") for r in detail.internship: parts.append(f" - {r.company_name or ''} {r.position or ''}") if detail.project: parts.append("项目经历:") for r in detail.project: parts.append(f" - {r.project_name or ''} {r.role or ''}") if detail.competition: parts.append("竞赛经历:") for r in detail.competition: parts.append(f" - {r.competition_name or ''} {r.award or ''}") return "\n".join(parts) if parts else "暂无简历信息"