Files
AIclinicalresearch/docs/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

9.8 KiB
Raw Blame History

馃摎 澹硅瘉寰狝I绉戠爺骞冲彴 - 鏂囨。涓<E38082>

*鏂囨。鐗堟湰锛? v3.0
鏈€鍚庢洿鏂帮細 2025-11-06
*鏂囨。浣撶郴锛? 涓夊眰鏋舵瀯 + 閲戝瓧濉斿紡蹇<E7B4A1>€熶笂涓嬫枃


馃殌 蹇<>€熷紑濮?

鎴戞槸鏂癆I瀹炰緥锛岀<EFBFBD>涓€娆″<EFBFBD>璇?*蹇呰<EFBFBD>锛? 00-绯荤粺鎬讳綋璁捐<E79281>/[AI瀵规帴] 蹇<>€熶笂涓嬫枃

*闃呰<EFBFBD>鏃堕棿锛? 2鍒嗛挓 | Token娑堣€楋細 ~800 tokens
浠峰€硷細<>€熶簡瑙」鐩<E3808D>叏璨屻€?涓<>笟鍔℃ā鍧椼€佹妧鏈<E5A6A7>爤銆佸綋鍓嶈繘搴?

鎴戣<EFBFBD>寮€鍙戝叿浣撴ā鍧?| 妯″潡 | 蹇<>€熶笂涓嬫枃 | 闃呰<E99783>鏃堕棿 | Token娑堣€?|

|------|-----------|---------|---------| | ASL-AI鏅鸿兘鏂囩尞 猸?P0 | ASL蹇<EFBFBD>€熶笂涓嬫枃 | 5鍒嗛挓 | ~2000 | | LLM缃戝叧 猸?P0 | LLM缃戝叧蹇<EFBFBD>€熶笂涓嬫枃 | 5鍒嗛挓 | ~2000 | | *ADMIN杩愯惀绠悊绔? P1 | ADMIN蹇<EFBFBD>€熶笂涓嬫枃 | 5鍒嗛挓 | ~2000 |


鎴戣<EFBFBD>浜嗚В鏁翠綋鏋舵瀯

鏂囨。 璇存槑
绯荤粺鏋舵瀯鍒嗗眰璁捐<EFBFBD> 涓夊眰鏋舵瀯銆?涓<>笟鍔℃ā鍧?
[鏋舵瀯璁捐<E79281>鍏ㄦ櫙鍥綸(./00-绯荤粺鎬讳綋璁捐<E79281>/08-鏋舵瀯璁捐<E79281>鍏ㄦ櫙鍥?md) <EFBFBD><EFBFBD>鍖栨灦鏋勫浘
[鏁版嵁搴撴灦鏋勮<E98F8B>鏄嶿(./00-绯荤粺鎬讳綋璁捐<E79281>/03-鏁版嵁搴撴灦鏋勮<E98F8B>鏄?md) PostgreSQL + Schema闅旂<E99785>

馃搨 鏂囨。鐩<E38082>綍缁撴瀯

docs/
鈹溾攢鈹€ 馃摉 00-绯荤粺鎬讳綋璁捐<E79281>/              # 鎬讳綋鏋舵瀯銆佹妧鏈<E5A6A7>喅绛?鈹?  鈹溾攢鈹€ [AI瀵规帴] 蹇<>€熶笂涓嬫枃.md       猸?L0鎬昏<E98EAC>锛堝繀璇伙級
鈹?  鈹溾攢鈹€ 01-绯荤粺鏋舵瀯鍒嗗眰璁捐<E79281>.md
鈹?  鈹溾攢鈹€ 02-鏂囨。浣撶郴閲嶆瀯鏂规<E98F82>.md
鈹?  鈹溾攢鈹€ 03-鏁版嵁搴撴灦鏋勮<E98F8B>鏄?md
鈹?  鈹溾攢鈹€ 08-鏋舵瀯璁捐<E79281>鍏ㄦ櫙鍥?md
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 01-骞冲彴鍩虹<E98DA9>灞?                # 骞冲彴鍩虹<E98DA9>璁炬柦锛?涓<>ā鍧楋級
鈹?  鈹溾攢鈹€ [AI瀵规帴] 骞冲彴灞傚揩閫熶笂涓嬫枃.md  猸?L1灞傜骇
鈹?  鈹溾攢鈹€ 01-鐢ㄦ埛涓庢潈闄愪腑蹇?UAM)/
鈹?  鈹溾攢鈹€ 02-瀛樺偍鏈嶅姟/
鈹?  鈹溾攢鈹€ 03-閫氱煡鏈嶅姟/
鈹?  鈹溾攢鈹€ 04-鐩戞帶涓庢棩蹇?
鈹?  鈹溾攢鈹€ 05-绯荤粺閰嶇疆/
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 02-閫氱敤鑳藉姏灞?                # 璺ㄦā鍧楀叡浜<E58FA1>兘鍔涳紙5涓<35>兘鍔涳級
鈹?  鈹溾攢鈹€ [AI瀵规帴] 閫氱敤鑳藉姏蹇<E5A78F>€熶笂涓嬫枃.md 猸?L1灞傜骇
鈹?  鈹溾攢鈹€ 01-LLM澶фā鍨嬬綉鍏?            猸?P0浼樺厛绾?鈹?  鈹?  鈹溾攢鈹€ [AI瀵规帴] LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md 猸?L2妯″潡绾?鈹?  鈹?  鈹斺攢鈹€ README.md
鈹?  鈹溾攢鈹€ 02-鏂囨。澶勭悊寮曟搸/
鈹?  鈹溾攢鈹€ 03-RAG寮曟搸/
鈹?  鈹溾攢鈹€ 04-鏁版嵁ETL寮曟搸/
鈹?  鈹溾攢鈹€ 05-鍖诲<E98D96>NLP寮曟搸/
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 03-涓氬姟妯″潡/                  # 涓氬姟鍔熻兘妯″潡锛?涓<>ā鍧楋級
鈹?  鈹溾攢鈹€ [AI瀵规帴] 涓氬姟妯″潡蹇<E6BDA1>€熶笂涓嬫枃.md 猸?L1灞傜骇
鈹?  鈹溾攢鈹€ ASL-AI鏅鸿兘鏂囩尞/              猸?P0浼樺厛绾?鈹?  鈹?  鈹溾攢鈹€ [AI瀵规帴] ASL蹇<4C>€熶笂涓嬫枃.md 猸?L2妯″潡绾?鈹?  鈹?  鈹斺攢鈹€ README.md
鈹?  鈹溾攢鈹€ ADMIN-杩愯惀绠$悊绔?            猸?P1浼樺厛绾?鈹?  鈹?  鈹溾攢鈹€ [AI瀵规帴] ADMIN蹇<4E>€熶笂涓嬫枃.md 猸?L2妯″潡绾?鈹?  鈹?  鈹斺攢鈹€ README.md
鈹?  鈹溾攢鈹€ AIA-AI鏅鸿兘闂<E58598>瓟/              鉁?宸插畬鎴?鈹?  鈹溾攢鈹€ PKB-涓<>汉鐭ヨ瘑搴?              鉁?宸插畬鎴?鈹?  鈹溾攢鈹€ RVW-绋夸欢瀹℃煡绯荤粺/            鉁?宸插畬鎴?鈹?  鈹溾攢鈹€ DC-鏁版嵁娓呮礂鏁寸悊/
鈹?  鈹溾攢鈹€ SSA-鏅鸿兘缁熻<E7BC81>鍒嗘瀽/
鈹?  鈹溾攢鈹€ ST-缁熻<E7BC81>鍒嗘瀽宸ュ叿/
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 04-寮€鍙戣<E98D99>鑼?                  # 缂栫爜瑙勮寖銆丄PI瑙勮寖
鈹?  鈹溾攢鈹€ 01-鏁版嵁搴撹<E690B4>璁¤<E79281>鑼?md
鈹?  鈹溾攢鈹€ 02-API璁捐<E79281>瑙勮寖.md
鈹?  鈹溾攢鈹€ 03-浠g爜瑙勮寖.md
鈹?  鈹溾攢鈹€ 04-Git鎻愪氦瑙勮寖.md
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 05-閮ㄧ讲鏂囨。/                  # 4绉嶉儴缃叉ā寮?鈹?  鈹溾攢鈹€ 01-浜戠<E6B59C>SaaS閮ㄧ讲/
鈹?  鈹溾攢鈹€ 02-鐙<>珛浜у搧鍖呴儴缃?
鈹?  鈹溾攢鈹€ 03-Electron鍗曟満鐗?
鈹?  鈹溾攢鈹€ 04-绉佹湁鍖栭儴缃?
鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 06-娴嬭瘯鏂囨。/                  # 娴嬭瘯璁″垝銆佹祴璇曠敤渚?鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 07-杩愮淮鏂囨。/                  # 杩愮淮鎵嬪唽銆佹晠闅滄帓鏌?鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 08-椤圭洰绠$悊/                  # 寮€鍙戣<E98D99>鍒掋€佹瘡鏃ヨ繘搴?鈹?  鈹溾攢鈹€ 01-鏁翠綋寮€鍙戣<E98D99>鍒?
鈹?  鈹溾攢鈹€ 02-閲岀▼纰戣<E7BAB0>鍒?
鈹?  鈹斺攢鈹€ 03-姣忔棩杩涘害/
鈹?鈹溾攢鈹€ 馃摉 09-鏋舵瀯瀹炴柦/                  # 鏋舵瀯婕旇繘銆侀噸鏋勮<E98F8B>鍒?鈹?  鈹斺攢鈹€ README.md
鈹?鈹溾攢鈹€ 馃摉 _templates/                   # 鏂囨。妯℃澘
鈹?  鈹溾攢鈹€ [AI瀵规帴] 蹇<>€熶笂涓嬫枃-妯℃澘.md
鈹?  鈹溾攢鈹€ 妯″潡README-妯℃澘.md
鈹?  鈹斺攢鈹€ README.md
鈹?鈹斺攢鈹€ 馃摉 00-椤圭洰姒傝堪/                  # 鍘嗗彶鏂囨。锛堝緟鏁寸悊锛?    鈹溾攢鈹€ 鐜版湁绯荤粺鎶€鏈<E282AC>懜搴曟姤鍛?md
    鈹溾攢鈹€ 澹硅瘉寰<E79889><E5AFB0>鎶€ AI绉戠爺浜у搧闇€姹傛枃妗?md
    鈹溾攢鈹€ 澹硅瘉寰<E79889><E5AFB0>鎶€AI绉戠爺浜у搧 - 鎶€鏈<E282AC>灦鏋勭櫧鐨<E6ABA7>功.md
    鈹斺攢鈹€ AI鏅鸿兘鏂囩尞PRD锛?-3锛?md

馃幆 蹇<>€熶笂涓嬫枃浣撶郴锛堥噾瀛楀<E7809B>寮忥級

L0 - 鎬昏<E98EAC>锛?00 tokens锛?鍒嗛挓锛?*<EFBFBD>爣锛? 鏂癆I瀹炰緥蹇<E7B7A5>€熶簡瑙」鐩<E3808D>叏璨?

*鏂囨。锛? 00-绯荤粺鎬讳綋璁捐<E79281>/[AI瀵规帴] 蹇<>€熶笂涓嬫枃
*鍖呭惈锛? 8涓<38>笟鍔℃ā鍧椼€佹妧鏈<E5A6A7>爤銆佸綋鍓嶈繘搴︺€佷緷璧栧叧绯?

L1 - 灞傜骇锛?500 tokens/绡囷紝3鍒嗛挓锛?*<EFBFBD>爣锛? 浜嗚В鏌愪竴灞傜殑鎵€鏈夋ā鍧?鑳藉姏

*鏂囨。锛?

L2 - 妯″潡绾э紙2000 tokens/绡囷紝5鍒嗛挓锛?*<EFBFBD>爣锛? 娣卞叆浜嗚В鍏蜂綋妯″潡鐨勫疄鐜扮粏鑺?

*鏂囨。锛?


馃搳 椤圭洰鐘舵€佷竴瑙?

褰撳墠闃舵<EFBFBD>

馃彈锔?*鏋舵瀯璁捐<EFBFBD>瀹屾垚锛屾枃妗噸鏋勫畬鎴愶紝鍑嗗<EFBFBD>ASL妯″潡寮€鍙?

宸插畬鎴愭ā鍧楋紙3涓<EFBFBD>

妯″潡 鐘舵€? 璇存槑
AIA-AI鏅鸿兘闂<E58598> 鉁? 12涓<EFBFBD>櫤鑳戒綋銆佸<EFBFBD><EFBFBD><EFBFBD>璇?
PKB-涓<>汉鐭ヨ瘑搴? 鉁? RAG闂<EFBFBD>瓟銆佹櫤鑳藉紩鐢?
RVW-绋夸欢瀹℃煡绯荤粺 鉁? <EFBFBD>珛绯荤粺锛屽彲鐙<EFBFBD>珛鍞<EFBFBD>

涓嬩竴姝ュ紑鍙戯紙P0锛?| 妯″潡 | 浼樺厛绾?| 棰勮<E6A3B0>鏃堕棿 | 鍓嶇疆鏉′欢 |

|------|--------|---------|---------| | *LLM澶фā鍨嬬綉鍏? | P0 | 3澶?| 鏃?| | ASL-AI鏅鸿兘鏂囩尞 | P0 | 3鍛?| LLM缃戝叧瀹屾垚 |


馃攳 甯歌<E794AF>鍦烘櫙瀵艰埅

鍦烘櫙1锛氬紑鍙慉SL妯″潡锛堟爣棰樻憳瑕佸垵绛涳級

  1. 闃呰<EFBFBD>锛歔ASL蹇<EFBFBD>€熶笂涓嬫枃](./03-涓氬姟妯″潡/ASL-AI鏅鸿兘鏂囩尞/[AI瀵规帴]%20ASL蹇<4C>€熶笂涓嬫枃.md)锛?鍒嗛挓锛?2. 闃呰<E99783>锛歔LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃](./02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?[AI瀵规帴]%20LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md)锛?鍒嗛挓锛?3. 鍙傝€冿細AI鏅鸿兘鏂囩尞/<>綍涓嬬殑璇︾粏PRD鍜屾妧鏈<E5A6A7><E98F88>璁℃枃妗?4. 寮€濮嬪紑鍙? Token娑堣€楋細 ~4000 tokens | *鏃堕棿锛? 10-15鍒嗛挓

鍦烘櫙2锛氬疄鐜癓LM缃戝叧

  1. 闃呰<EFBFBD>锛歔LLM缃戝叧蹇<EFBFBD>€熶笂涓嬫枃](./02-閫氱敤鑳藉姏灞?01-LLM澶фā鍨嬬綉鍏?[AI瀵规帴]%20LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md)锛?鍒嗛挓锛?2. 闃呰<E99783>锛歔骞冲彴灞傚揩閫熶笂涓嬫枃](./01-骞冲彴鍩虹<E98DA9>灞?[AI瀵规帴]%20骞冲彴灞傚揩閫熶笂涓嬫枃.md) - 浜嗚ВFeature Flag锛?鍒嗛挓锛?3. 鍙傝€冿細API璁捐<E79281>瑙勮寖銆佹暟鎹<E69A9F>簱璁捐<E79281>瑙勮寖
  2. 寮€濮嬪紑鍙? Token娑堣€楋細 ~3500 tokens | *鏃堕棿锛? 8-10鍒嗛挓

鍦烘櫙3锛氫簡瑙暣浣撴灦鏋勮<EFBFBD>璁?1. 闃呰<E99783>锛歔00-绯荤粺鎬讳綋璁捐<E79281>/[AI瀵规帴] 蹇<>€熶笂涓嬫枃](./00-绯荤粺鎬讳綋璁捐<E79281>/[AI瀵规帴]%20蹇<30>€熶笂涓嬫枃.md)锛?鍒嗛挓锛?2. 闃呰<E99783>锛歔绯荤粺鏋舵瀯鍒嗗眰璁捐<E79281>](./00-绯荤粺鎬讳綋璁捐<E79281>/01-绯荤粺鏋舵瀯鍒嗗眰璁捐<E79281>.md)锛?0鍒嗛挓锛?3. 闃呰<E99783>锛歔鏋舵瀯璁捐<E79281>鍏ㄦ櫙鍥綸(./00-绯荤粺鎬讳綋璁捐<E79281>/08-鏋舵瀯璁捐<E79281>鍏ㄦ櫙鍥?md)锛?鍒嗛挓锛?4. 鏍规嵁闇€瑕佹繁鍏ヤ簡瑙g壒瀹氬眰绾?

Token娑堣€楋細 ~5000 tokens | *鏃堕棿锛? 15-20鍒嗛挓


鍦烘櫙4锛氫慨鏀规暟鎹<EFBFBD>

  1. 闃呰<EFBFBD>锛歔鏁版嵁搴撴灦鏋勮<EFBFBD>鏄嶿(./00-绯荤粺鎬讳綋璁捐<E79281>/03-鏁版嵁搴撴灦鏋勮<E98F8B>鏄?md)
  2. 鍙傝€冿細[04-寮€鍙戣<E98D99>鑼?01-鏁版嵁搴撹<E690B4>璁¤<E79281>鑼僝(./04-寮€鍙戣<E98D99>鑼?README.md)
  3. 鎵惧埌瀵瑰簲妯″潡鐨勬暟鎹<EFBFBD>簱璁捐<EFBFBD>鏂囨。
  4. 寮€濮嬩慨鏀?

馃摑 鏂囨。缁存姢瑙勫垯

1. 蹇<>€熶笂涓嬫枃鏂囨。

  • 鉁?蹇呴』鎺у埗鍦ㄦ寚瀹歍oken鑼冨洿鍐?- 鉁?鍖呭惈鍏抽敭淇℃伅鍜岃烦杞<E783A6>摼鎺?- 鉁?姣忔<E5A7A3>鏋舵瀯鍙樻洿鍚庡強鏃舵洿鏂?

2. 璇︾粏璁捐<E79281>鏂囨。

  • 鉁?姣忎釜妯″潡蹇呴』鏈塕EADME.md
  • 鉁?澶嶆潅妯″潡闇€瑕佸垎澶氫釜瀛愭枃妗?- 鉁?浣跨敤缁熶竴鐨勬枃妗fā鏉?

3. 浠g爜娉ㄩ噴

  • 鉁?鏍稿績閫昏緫蹇呴』鏈夋敞閲?- 鉁?澶嶆潅绠楁硶蹇呴』鏈夋枃妗<E5A697>鏄?- 鉁?API鎺ュ彛蹇呴』鏈塉SDoc

鈿狅笍 閲嶈<E996B2>鎻愰啋

鏂囨。浼樺厛绾?1. 猸愨瓙猸愨瓙猸?*<EFBFBD>€熶笂涓嬫枃锛圠0銆丩1銆丩2锛? - 蹇呴』淇濇寔鏇存柊

  1. 猸愨瓙猸愨瓙 鏋舵瀯璁捐<EFBFBD>鏂囨。 - 閲嶈<E996B2>鍙樻洿蹇呴』鏇存柊
  2. 猸愨瓙猸?妯″潡README - 姣忎釜妯″潡蹇呭<E8B987>
  3. 猸愨瓙 璇︾粏璁捐<EFBFBD>鏂囨。 - 澶嶆潅妯″潡闇€瑕?5. 猸?*寮€鍙戞棩蹇? - 璁板綍鍏抽敭鍐崇瓥

Token娑堣€椾紭鍖?*浼犵粺鏂瑰紡锛? 闃呰<E99783>鍏ㄩ儴鏂囨。 鈫?~30,000 tokens 鈫?1灏忔椂+

*<EFBFBD>€熶笂涓嬫枃锛? L0+L1+L2 鈫?~5,000 tokens 鈫?10-15鍒嗛挓
*鑺傜渷锛? 83%鐨凾oken + 75%鐨勬椂闂?

馃敆 澶栭儴璧勬簮

*浠g爜浠撳簱锛? D:\MyCursor\AIclinicalresearch\
鏁版嵁搴擄細 PostgreSQL (Docker, localhost:5432)
*Dify锛? http://localhost (鐙<>珛绯荤粺)


馃摓 鑱旂郴鏂瑰紡

*鎶€鏈<EFBFBD>灦鏋勫笀锛? 璐熻矗鏋舵瀯璁捐<E79281>鍜屾枃妗淮鎶? *鏂囨。鐗堟湰锛? v3.0
鏈€鍚庢洿鏂帮細 2025-11-06


馃幆 涓嬩竴姝ヨ<E5A79D><EFBFBD> 寮€濮婣SL妯″潡寮€鍙?+ LLM缃戝叧瀹炵幇锛圵eek 2锛?