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AIclinicalresearch/docs/02-通用能力层/05-医学NLP引擎/README.md
HaHafeng 1b53ab9d52 feat(aia): Complete AIA V2.0 with universal streaming capabilities
Major Changes:
- Add StreamingService with OpenAI Compatible format
- Upgrade Chat component V2 with Ant Design X integration
- Implement AIA module with 12 intelligent agents
- Update API routes to unified /api/v1 prefix
- Update system documentation

Backend (~1300 lines):
- common/streaming: OpenAI Compatible adapter
- modules/aia: 12 agents, conversation service, streaming integration
- Update route versions (RVW, PKB to v1)

Frontend (~3500 lines):
- modules/aia: AgentHub + ChatWorkspace (100% prototype restoration)
- shared/Chat: AIStreamChat, ThinkingBlock, useAIStream Hook
- Update API endpoints to v1

Documentation:
- AIA module status guide
- Universal capabilities catalog
- System overview updates
- All module documentation sync

Tested: Stream response verified, authentication working
Status: AIA V2.0 core completed (85%)
2026-01-14 19:15:01 +08:00

1.1 KiB
Raw Blame History

医学NLP引擎

*能åŠå®šä½<EFBFBD>ï¼? 通用能力å±? å¤<EFBFBD>用率: 14% (1个模å<C2A1>—ä¾<C3A4>èµ?
优先级: P2
状æ€<EFBFBD>: â<>?待实çŽ?


📋 能力概述

医学NLP引擎负责�

  • 医学实体识别(NERï¼?
  • 医学术语标准åŒ?
  • 疾病/è<>¯ç‰©è¯†åˆ«

📊 ä¾<C3A4>èµæ¨¡å<C2A1>

*¸ªæ¨¡å<EFBFBD>—ä¾<EFBFBD>èµï¼ˆ14%å¤<C3A5>用率)ï¼?

  1. DC - æ•°æ<C2B0>®æ¸…æ´—æ•´ç<C2B4>†ï¼ˆç—…便•°æ<C2B0>®NERæ<52><C3A6>å<EFBFBD>ï¼?

💡 核心功能

1. 医学实体识别

  • 疾病识别
  • è<EFBFBD>¯ç‰©è¯†åˆ«
  • 手术识别
  • TNM分期æ<EFBFBD><EFBFBD>å<EFBFBD>

2. 术语标准�

  • ICDç¼ç <EFBFBD>
  • ATCç¼ç <EFBFBD>

3. 关系抽å<C2BD>

  • 疾病-è<>¯ç‰©å…³ç³»
  • 症状-疾病关系

ðŸ<EFBFBD>—ï¸?技术方æ¡?

云端版(高准确率�

# 基于LLM API(Claude/GPT�
# JSON Mode结构åŒè¾“å‡?

å<EFBFBD>•机版(éš<EFBFBD>ç§<EFBFBD>优先ï¼?

# 基于spaCy + 医学模型
# 100%本地è¿<C3A8>行

🔗 相关文档


最å<EFBFBD>Žæ´æ°ï¼š 2025-11-06
维护人: 技术架构师