HaHafeng
1b53ab9d52
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%)
115 lines
3.3 KiB
Markdown
115 lines
3.3 KiB
Markdown
# LLM澶фā鍨嬬綉鍏?
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> **鑳藉姏瀹氫綅锛?* 閫氱敤鑳藉姏灞傛牳蹇冭兘鍔?
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> **澶嶇敤鐜囷細** 71% (5涓<35>ā鍧椾緷璧?
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> **浼樺厛绾э細** P0锛堟渶楂橈級猸?
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> **鐘舵€侊細** 鉂?寰呭疄鐜?
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---
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## 馃搵 鑳藉姏姒傝堪
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LLM澶фā鍨嬬綉鍏虫槸骞冲彴AI鑳藉姏鐨勬牳蹇冧腑鏋<EFBFBD>紝璐熻矗锛?- 缁熶竴绠＄悊鎵€鏈塋LM璋冪敤
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- 鏍规嵁鐢ㄦ埛鐗堟湰鍔ㄦ€佸垏鎹㈡ā鍨?- 鎴愭湰鎺у埗涓庨檺娴?- Token璁℃暟涓庤<E6B693>璐?
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---
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## 馃幆 鏍稿績浠峰€?
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### 1. 鍟嗕笟妯″紡鎶€鏈<E282AC>熀纭€ 猸?```
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涓撲笟鐗?鈫?DeepSeek-V3锛堜究瀹滐紝楼1/鐧句竾tokens锛?楂樼骇鐗?鈫?DeepSeek + Qwen3
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鏃楄埌鐗?鈫?DeepSeek + Qwen3 + Qwen-Long + Claude
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```
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### 2. 鎴愭湰鎺у埗
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- 缁熶竴鐩戞帶鎵€鏈塋LM API璋冪敤
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- 瓒呭嚭閰嶉<E996B0>鑷<EFBFBD>姩闄愭祦
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- 鎸夌増鏈<E5A297><E98F88>璐?
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### 3. 缁熶竴鎺ュ彛
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- 灞忚斀涓嶅悓LLM API鐨勫樊寮?- 缁熶竴鐨勮皟鐢ㄦ帴鍙?
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---
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## 馃搳 渚濊禆妯″潡
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**5涓<35>ā鍧椾緷璧栵紙71%澶嶇敤鐜囷級锛?*
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1. **AIA** - AI鏅鸿兘闂<E58598>瓟
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2. **ASL** - AI鏅鸿兘鏂囩尞锛堝弻妯″瀷鍒ゆ柇锛?3. **PKB** - 涓<>汉鐭ヨ瘑搴擄紙RAG闂<47>瓟锛?4. **DC** - 鏁版嵁娓呮礂锛圢ER鎻愬彇锛?5. **RVW** - 绋夸欢瀹℃煡锛圓I璇勪及锛?
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---
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## 馃挕 鏍稿績鍔熻兘
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### 1. 妯″瀷閫夋嫨
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```typescript
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selectModel(userId: string, preferredModel?: string): string
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// 鏍规嵁鐢ㄦ埛鐗堟湰鍜岄厤棰濋€夋嫨鍚堥€傜殑妯″瀷
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```
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### 2. 缁熶竴璋冪敤
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```typescript
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chat(params: {
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userId: string;
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modelType?: ModelType;
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messages: Message[];
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stream?: boolean;
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}): Promise<ChatResponse>
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```
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### 3. 閰嶉<E996B0>绠＄悊
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```typescript
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checkQuota(userId: string): Promise<QuotaInfo>
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// 妫€鏌ョ敤鎴峰墿浣欓厤棰?```
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### 4. Token璁℃暟
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```typescript
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countTokens(text: string): number
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// 浣跨敤tiktoken璁＄畻Token鏁?```
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---
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## 馃搨 鏂囨。缁撴瀯
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```
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01-LLM澶фā鍨嬬綉鍏?
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鈹溾攢鈹€ [AI瀵规帴] LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md # 鉁?宸插畬鎴? 鈹溾攢鈹€ 03-CloseAI闆嗘垚鎸囧崡.md # 鉁?宸插畬鎴?猸? 鈹溾攢鈹€ 00-闇€姹傚垎鏋?
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鈹? 鈹斺攢鈹€ README.md
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鈹溾攢鈹€ 01-璁捐<E79281>鏂囨。/
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鈹? 鈹溾攢鈹€ 01-璇︾粏璁捐<E79281>.md # 鈴?Week 5鍒涘缓
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鈹? 鈹溾攢鈹€ 02-鏁版嵁搴撹<E690B4>璁?md # 鈴?Week 5鍒涘缓
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鈹? 鈹溾攢鈹€ 03-API璁捐<E79281>.md # 鈴?Week 5鍒涘缓
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鈹? 鈹斺攢鈹€ README.md
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鈹斺攢鈹€ README.md # 鉁?褰撳墠鏂囨。
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```
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### 蹇<>€熷叆闂ㄦ枃妗?猸?
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| 鏂囨。 | 璇存槑 | 鐘舵€?|
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|------|------|------|
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| **[AI瀵规帴] LLM缃戝叧蹇<E58FA7>€熶笂涓嬫枃.md** | 蹇<>€熶簡瑙<E7B0A1>LM缃戝叧璁捐<E79281> | 鉁?宸插畬鎴?|
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| **03-CloseAI闆嗘垚鎸囧崡.md** | CloseAI锛圙PT-5+Claude-4.5锛夐泦鎴愭枃妗?猸?| 鉁?宸插畬鎴?|
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---
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## 鈿狅笍 寮€鍙戣<E98D99>鍒掕皟鏁?
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### 鍘熻<E98D98>鍒掞細Week 2瀹屾垚LLM缃戝叧
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**璋冩暣锛?* LLM缃戝叧瀹屾暣瀹炵幇鎺ㄨ繜鍒癢eek 5 鉁?
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**鐞嗙敱锛?*
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1. 鐜版湁LLM璋冪敤宸茬粡work锛圖eepSeek銆丵wen锛?2. CloseAI闆嗘垚閰嶇疆宸插畬鎴愶紝鍙<E7B49D>洿鎺ヤ娇鐢?3. ASL寮€鍙戜笉闃诲<E99783>锛屽厛鐢ㄧ畝鍗曡皟鐢?4. Week 5鏈夊<E98F88>涓<EFBFBD>ā鍧楀疄璺靛悗锛屽啀鎶藉彇缁熶竴缃戝叧鏇村悎鐞?
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### 褰撳墠鍙<E5A2A0>敤锛圵eek 3 ASL寮€鍙戯級鉁?- 鉁?DeepSeek API锛堢洿杩烇級
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- 鉁?GPT-5-Pro API锛圕loseAI浠ｇ悊锛?- 鉁?Claude-4.5 API锛圕loseAI浠ｇ悊锛?- 鉁?Qwen API锛圖ashScope锛?- 鉁?4涓<34>ā鍨嬬殑鍩虹<E98DA9>璋冪敤浠ｇ爜绀轰緥
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### Week 5瀹屽杽锛圠LM缃戝叧缁熶竴锛?- 缁熶竴璋冪敤鎺ュ彛
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- 鐗堟湰鍒嗙骇锛堜笓涓氱増/楂樼骇鐗?鏃楄埌鐗堬級
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- 閰嶉<E996B0>绠＄悊鍜岄檺娴?- Token璁℃暟鍜岃<E98D9C>璐?- 浣跨敤璁板綍鍜岀洃鎺?
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---
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## 馃敆 鐩稿叧鏂囨。
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- [閫氱敤鑳藉姏灞傛€昏<EFBFBD>](../README.md)
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- [绯荤粺鏋舵瀯鍒嗗眰璁捐<EFBFBD>](../../00-绯荤粺鎬讳綋璁捐<E79281>/01-绯荤粺鏋舵瀯鍒嗗眰璁捐<E79281>.md)
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---
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**鏈€鍚庢洿鏂帮細** 2025-11-06
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**缁存姢浜猴細** 鎶€鏈<E282AC>灦鏋勫笀
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