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%)
12 KiB
12 KiB
AI绉戠爺鍔╂墜 - 鎶€鏈<E282AC>灦鏋勬€昏<E282AC>
鏈€鍚庢洿鏂帮細2025-10-10
*鏂规<EFBFBD>鐗堟湰锛歷2.0锛堟渶缁堜紭鍖栫増锛?
*鏂囨。璇存槑锛? 鏈<>枃妗ｆ槸鎶€鏈<E282AC>灦鏋勭殑蹇<E6AE91>€熷弬鑰冩寚鍗楋紝閫傚悎鏂颁汉蹇<E6B189>€熶簡瑙ｆ暣浣撴妧鏈<E5A6A7>柟妗?
馃搳 鏍稿績鏁版嵁涓€瑙?
| 鎸囨爣 | 鏁板€? |
|---|---|
| *寮€鍙戝懆鏈? | 2.5涓<EFBFBD>湀锛?0鍛<30>級 |
| *寮€鍙戞垚鏈? | 楼49,300 |
| *鎶€鏈<EFBFBD>毦搴? | 猸愨瓙猸愶紙涓<EFBFBD>瓑锛? |
| 鏈堝害鎴愭湰 | 楼16,520锛?000鐢ㄦ埛锛? |
| 鍥㈤槦瑙勬ā | 2浜猴紙1鍏ㄦ爤 + 1鍓嶇<E98D93>锛? |
馃幆 鍏抽敭闇€姹傛緞娓?
鐭ヨ瘑搴撹<EFBFBD>妯★紙閲嶈<EFBFBD>鍙樻洿锛?
| 椤圭洰 | 闄愬埗 |
|---|---|
| 鐭ヨ瘑搴撴暟閲? | 3涓?鐢ㄦ埛 |
| 鏂囦欢鏁伴噺 | 50涓?鐭ヨ瘑搴? |
| 鏂囦欢鏍煎紡 | PDF銆丏OCX |
| 鍗曠敤鎴锋渶澶? | 150涓<EFBFBD>枃浠? |
*褰卞搷锛? 鎶€鏈<E282AC>毦搴︿粠猸愨瓙猸愨瓙猸愰檷鑷斥瓙猸愨瓙锛孌ify瀹屽叏婊¤冻闇€姹傦紒
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鈹? - 鏅鸿兘浣撻€夋嫨锛堣嚜鐮旓級 鈹?
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鈹? - 鐭ヨ瘑搴撶<E690B4>鐞嗭紙鑷<E7B499>爺锛? 鈹?
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鈹? 涓氬姟灞?(Node.js/TypeScript) 鈹?
鈹? - 瀵硅瘽閫昏緫锛堣嚜鐮旓級猸? 鈹?
鈹? - 椤圭洰/璇鹃<E79287>绠＄悊 鈹?
鈹? - 鏅鸿兘浣撹矾鐢憋紙閰嶇疆鍖栵級猸? 鈹?
鈹? - 绠€鍖栬繍钀ュ悗鍙扳瓙 鈹?
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鈫? 鈫?
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鈹? Dify 鈹? 鈹? LLM API 鈹?
鈹? 锛堜粎RAG锛夆瓙 鈹? 鈹? - DeepSeek-V3猸愨攤
鈹? - 鐭ヨ瘑搴撴<E690B4>绱? 鈹? 鈹? - Qwen3 猸? 鈹?
鈹? - Qdrant(鍐呯疆)猸?鈹? 鈹? 鈹?
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馃攽 鏍稿績鍐崇瓥
1. 鑱婂ぉ鍔熻兘瀹炵幇鏂瑰紡
| 鏂规<EFBFBD> | 閫夋嫨 | 鍘熷洜 |
|---|---|---|
| 鍓嶇<EFBFBD>UI | 鍙傝€僉obeChat缁勪欢 鉁? | 鎴愮啛绋冲畾锛岃妭鐪?.5澶? |
| 瀵硅瘽閫昏緫 | 鑷<EFBFBD>爺锛堣皟鐢↙LM API锛夆渽 | 涓氬姟鍙<EFBFBD>帶锛屾牳蹇冨彧瑕?姝? |
| Dify瀵硅瘽鍔熻兘 | 鉂?涓嶇敤 | 涓嶉€傚悎12涓<EFBFBD>櫤鑳戒綋绠＄悊 |
| LobeChat鏁翠綋 | 鉂?涓嶇敤 | 缂哄皯椤圭洰绠＄悊鍔熻兘 |
2. RAG绯荤粺
| 鍔熻兘 | 鏂规<EFBFBD> |
|---|---|
| *鐭ヨ瘑搴撶<EFBFBD>鐞? | Dify 鉁? |
| 鏂囨。瑙ｆ瀽 | Dify鍐呯疆 鉁? |
| *鍚戦噺鏁版嵁搴? | Dify鍐呯疆Qdrant 鉁? |
| *妫€绱? | Dify API 鉁? |
| 鑷<EFBFBD>缓RAG | 鉂?涓嶉渶瑕? |
3. 杩愯惀鍚庡彴
| 鍔熻兘 | 鐘舵€? | 瀹炵幇鏂瑰紡 |
|---|---|---|
| 鐢ㄦ埛绠＄悊 | 鉁?淇濈暀 | 绠€鍖栫増 |
| 鏁版嵁缁熻<EFBFBD> | 鉁?淇濈暀 | 鍩虹<EFBFBD>浠<EFBFBD>〃鐩? |
| 妯″瀷绠＄悊 | 鉂?鍒犻櫎 | config/models.yaml |
| 鏅鸿兘浣撶<EFBFBD>鐞? | 鉂?鍒犻櫎 | config/agents.yaml |
| Prompt閰嶇疆 | 鉂?鍒犻櫎 | prompts/*.txt |
4. 澶фā鍨嬮€夋嫨
| 浼樺厛绾? | 妯″瀷 | 浠锋牸 | 鐢ㄩ€? |
|---|---|---|---|
| 涓诲姏 | DeepSeek-V3 | 楼1/鐧句竾tokens | 90%鐨勮<E990A8>姹? |
| 澶囩敤 | Qwen3-72B | 楼4/鐧句竾tokens | 闇€瑕佹洿寮轰腑鏂囩悊瑙ｆ椂 |
| 鍙<EFBFBD>€? | Gemini 2.0 | 楼2.7/鐧句竾tokens | 鍥介檯鐢ㄦ埛 |
馃挵 鎴愭湰鏄庣粏
寮€鍙戞垚鏈?
| 椤圭洰 | 閲戦<EFBFBD> |
|---|---|
| 浜哄姏锛?浜烘湀锛? | 楼48,000 |
| 鏈嶅姟鍣<EFBFBD>紙寮€鍙戠幆澧冿級 | 楼1,250 |
| LLM API锛堟祴璇曪級 | 楼50 |
| 鎬昏<EFBFBD> | 楼49,300 |
鏈堝害杩愯惀鎴愭湰锛?000鐢ㄦ埛锛?
| 椤圭洰 | 閲戦<EFBFBD> |
|---|---|
| 鍩虹<EFBFBD>璁炬柦锛堟湇鍔″櫒锛? | 楼1,200 |
| LLM API锛圖eepSeek-V3锛? | 楼180 |
| 瀵硅薄瀛樺偍锛堢煡璇嗗簱锛? | 楼140 |
| 浜哄姏锛?浜鸿繍缁达級 | 楼15,000 |
| 鎬昏<EFBFBD> | *楼16,520/鏈? |
鐭ヨ瘑搴撳瓨鍌ㄨ<EFBFBD>鎯?
鍗曠敤鎴凤細150涓<EFBFBD>枃浠?脳 5MB = 750MB
1000鐢ㄦ埛锛?50GB鎬诲瓨鍌?
瀵硅薄瀛樺偍锛堥樋閲屼簯OSS锛夛細
- 瀛樺偍璐癸細楼90/鏈?
- 娴侀噺璐癸細楼50/鏈?
- 鎬昏<E98EAC>锛毬?40/鏈?
馃搮 寮€鍙戣<E98D99>鍒掞紙10鍛<30>級
| 闃舵<EFBFBD> | 鏃堕棿 | 涓昏<EFBFBD>浠诲姟 |
|---|---|---|
| 闃舵<EFBFBD>1 | 1.5鍛? | 鍩虹<EFBFBD>鎼<EFBFBD>缓 + 澶嶇敤LobeChat缁勪欢 |
| 闃舵<EFBFBD>2 | 3.5鍛? | 鏍稿績鍔熻兘锛?2涓<32>櫤鑳戒綋 + 瀵硅瘽锛? |
| 闃舵<EFBFBD>3 | 2鍛? | 楂樼骇鍔熻兘锛圧AG + 鏂囨。鐢熸垚锛? |
| 闃舵<EFBFBD>4 | 1鍛? | 绠€鍖栬繍钀ュ悗鍙? |
| 闃舵<EFBFBD>5 | 2鍛? | 娴嬭瘯浼樺寲 |
闃舵<EFBFBD>1锛氬熀纭€鎼<EFBFBD>缓锛?.5鍛<EFBFBD>級
- 鍓嶇<EFBFBD>妗嗘灦锛圧eact + Vite + TailwindCSS锛?
- 澶嶇敤LobeChat鑱婂ぉUI缁勪欢 猸?
- 鍚庣<EFBFBD>妗嗘灦锛團astify + Prisma + PostgreSQL锛?
- Dify閮ㄧ讲锛圖ocker锛?
- DeepSeek-V3 + Qwen3鎺ュ叆
闃舵<EFBFBD>2锛氭牳蹇冨姛鑳斤紙3.5鍛<EFBFBD>級
- 鐢ㄦ埛璁よ瘉锛圝WT锛?
- 椤圭洰/璇鹃<E79287>CRUD
- 12涓<EFBFBD>櫤鑳戒綋閰嶇疆锛坄agents.yaml`锛?
- 瀵硅瘽绯荤粺锛堜笂涓嬫枃缁勮<EFBFBD> + 娴佸紡杈撳嚭锛?
- 鐭ヨ瘑搴撻泦鎴愶紙Dify API锛?
闃舵<EFBFBD>3锛氶珮绾у姛鑳斤紙2鍛<EFBFBD>級
- 澶氭ā鍨嬪垏鎹<EFBFBD>紙DeepSeek/Qwen锛?
- 鍘嗗彶璁板綍绠＄悊
- 鍥哄畾鍒伴」鐩<EFBFBD>儗鏅<EFBFBD>姛鑳?
- 鏂囨。鐢熸垚锛圕RF銆佺爺绌舵柟妗堬級
闃舵<EFBFBD>4锛氱畝鍖栬繍钀ュ悗鍙帮紙1鍛<EFBFBD>級
- 鐢ㄦ埛鍒楄〃涓庣<EFBFBD>鐞?
- 鍩虹<EFBFBD>鏁版嵁缁熻<EFBFBD>
- 瀵硅瘽璁板綍鏌ョ湅
闃舵<EFBFBD>5锛氭祴璇曚紭鍖栵紙2鍛<EFBFBD>級
- 鍔熻兘娴嬭瘯
- 鎬ц兘浼樺寲
- DeepSeek-V3鏁堟灉璋冧紭
馃洜锔?鎶€鏈<E282AC>爤
鍓嶇<EFBFBD>
- React 18 + TypeScript
- Vite锛堟瀯寤哄伐鍏凤級
- TailwindCSS锛圲I妗嗘灦锛?
- Zustand锛堢姸鎬佺<E98EAC>鐞嗭級
- LobeChat缁勪欢锛堣亰澶︰I锛夆瓙
- react-markdown锛圡arkdown娓叉煋锛?
鍚庣<EFBFBD>
- Node.js + Fastify + TypeScript
- Prisma锛圤RM锛?
- PostgreSQL锛堟暟鎹<E69A9F>簱锛?
- Redis锛堢紦瀛橈級
绗<EFBFBD>笁鏂规湇鍔?
- Dify锛圧AG鐭ヨ瘑搴擄級猸?
- DeepSeek-V3锛堜富鍔汱LM锛夆瓙
- Qwen3锛堝<E9949B>鐢↙LM锛夆瓙
- 闃块噷浜慜SS锛堝<E9949B>璞″瓨鍌<E793A8>級
鉁?鏍稿績浼樺娍
1. 寮€鍙戞晥鐜囬珮
- 鉁?澶嶇敤LobeChat鑱婂ぉUI锛氳妭鐪?.5澶?
- 鉁?浣跨敤Dify RAG锛氳妭鐪?0澶?
- 鉁?閰嶇疆鍖栨櫤鑳戒綋锛氳妭鐪?澶?
- 鉁?鎬昏妭鐪侊細**绾?4.5澶?*
2. 鎴愭湰鍙<E6B9B0>帶
- 鉁?寮€鍙戞垚鏈<E59E9A>細楼49,300锛坴s 绾<>墜鍐櫬?0k+锛?
- 鉁?鏈堝害LLM鎴愭湰锛毬?80锛坴s GPT-4 楼2,500锛?
- 鉁?鐭ヨ瘑搴撳瓨鍌<E793A8>細楼140/鏈堬紙閫傚害瑙勬ā锛?
3. 鎶€鏈<E282AC><E98F88>闄╀綆
- 鉁?Dify锛?0k+ Stars锛岀敓浜х骇绋冲畾
- 鉁?LobeChat锛?0k+ Stars锛屾垚鐔熸柟妗?
- 鉁?DeepSeek-V3锛氭€т环姣旀瀬楂?
4. 鏋舵瀯鐏垫椿
- 鉁?涓氬姟閫昏緫瀹屽叏鍙<E58F8F>帶
- 鉁?鍙<>殢鏃舵浛鎹<E6B59B>AG寮曟搸
- 鉁?鍙<>殢鏃跺<E98F83>鍑廘LM妯″瀷
馃搵 鏍稿績鏂囦欢缁撴瀯
椤圭洰鏍圭洰褰?
鈹溾攢鈹€ frontend/ # 鍓嶇<E98D93>
鈹? 鈹溾攢鈹€ src/
鈹? 鈹? 鈹溾攢鈹€ components/
鈹? 鈹? 鈹? 鈹溾攢鈹€ chat/ # 鑱婂ぉ缁勪欢锛堝弬鑰僉obeChat锛夆瓙
鈹? 鈹? 鈹? 鈹? 鈹溾攢鈹€ ChatMessage.tsx
鈹? 鈹? 鈹? 鈹? 鈹溾攢鈹€ ChatInput.tsx
鈹? 鈹? 鈹? 鈹? 鈹斺攢鈹€ StreamRenderer.tsx
鈹? 鈹? 鈹? 鈹溾攢鈹€ project/ # 椤圭洰绠＄悊
鈹? 鈹? 鈹? 鈹斺攢鈹€ kb/ # 鐭ヨ瘑搴撶<E690B4>鐞?
鈹? 鈹? 鈹溾攢鈹€ pages/
鈹? 鈹? 鈹斺攢鈹€ services/
鈹? 鈹斺攢鈹€ package.json
鈹?
鈹溾攢鈹€ backend/ # 鍚庣<E98D9A>
鈹? 鈹溾攢鈹€ src/
鈹? 鈹? 鈹溾攢鈹€ services/
鈹? 鈹? 鈹? 鈹溾攢鈹€ chat.service.ts # 瀵硅瘽鏈嶅姟 猸?
鈹? 鈹? 鈹? 鈹溾攢鈹€ kb.service.ts # 鐭ヨ瘑搴撴湇鍔?
鈹? 鈹? 鈹? 鈹斺攢鈹€ project.service.ts
鈹? 鈹? 鈹溾攢鈹€ adapters/
鈹? 鈹? 鈹? 鈹斺攢鈹€ llm-factory.ts # LLM閫傞厤鍣?猸?
鈹? 鈹? 鈹溾攢鈹€ clients/
鈹? 鈹? 鈹? 鈹斺攢鈹€ dify.ts # Dify瀹㈡埛绔?
鈹? 鈹? 鈹斺攢鈹€ config/
鈹? 鈹? 鈹斺攢鈹€ agent-loader.ts # 鏅鸿兘浣撻厤缃<E58EA4>姞杞?猸?
鈹? 鈹溾攢鈹€ config/
鈹? 鈹? 鈹溾攢鈹€ agents.yaml # 鏅鸿兘浣撻厤缃?猸?
鈹? 鈹? 鈹斺攢鈹€ models.yaml # 妯″瀷閰嶇疆 猸?
鈹? 鈹溾攢鈹€ prompts/ # Prompt鏂囦欢 猸?
鈹? 鈹? 鈹溾攢鈹€ picos_system.txt
鈹? 鈹? 鈹溾攢鈹€ topic_evaluation_system.txt
鈹? 鈹? 鈹斺攢鈹€ ...锛堝叡12涓<32>櫤鑳戒綋锛?
鈹? 鈹斺攢鈹€ package.json
鈹?
鈹斺攢鈹€ docker-compose.yml # Dify閮ㄧ讲
馃殌 蹇<>€熷惎鍔?
1. 鍑嗗<E98D91>宸ヤ綔
*鐢宠<EFBFBD>API Key锛?
- DeepSeek API Key (https://platform.deepseek.com)
- 闃块噷浜慏ashScope Key (https://dashscope.aliyun.com)
- 闃块噷浜慜SS (https://oss.console.aliyun.com)
鍑嗗<EFBFBD>鏈嶅姟鍣<EFBFBD>細
- 浜戞湇鍔″櫒 4鏍?G锛堝紑鍙戠幆澧冿級
- PostgreSQL 鏁版嵁搴?
- Redis 缂撳瓨
2. 閮ㄧ讲Dify
# 鍏嬮殕Dify
git clone https://github.com/langgenius/dify.git
cd dify/docker
# 鍚<>姩
docker-compose up -d
# 璁块棶 http://localhost:3000
# 鍒涘缓璐﹀彿骞惰幏鍙朅PI Key
3. 鍚庣<E98D9A>寮€鍙?
cd backend
npm install
# 閰嶇疆鐜<E79686><E9909C>鍙橀噺
cp .env.example .env
# 濉<>叆锛?
# - DATABASE_URL
# - REDIS_URL
# - DEEPSEEK_API_KEY
# - DASHSCOPE_API_KEY
# - DIFY_API_KEY
# 杩愯<E69DA9>鏁版嵁搴撹縼绉?
npx prisma migrate dev
# 鍚<>姩寮€鍙戞湇鍔″櫒
npm run dev
4. 鍓嶇<E98D93>寮€鍙?
cd frontend
npm install
# 閰嶇疆API鍦板潃
# .env.local
VITE_API_URL=http://localhost:3001
# 鍚<>姩寮€鍙戞湇鍔″櫒
npm run dev
馃摎 鐩稿叧鏂囨。
璁捐<EFBFBD>鏂囨。
- 浜у搧闇€姹傛枃妗?PRD).md) - 瀹屾暣鐨勪骇鍝侀渶姹?
- [鏁版嵁搴撹<E690B4>璁℃枃妗<E69E83>(../01-璁捐<E79281>鏂囨。/鏁版嵁搴撹<E690B4>璁℃枃妗?md) - 鏁版嵁搴撹〃缁撴瀯
- API璁捐<EFBFBD>瑙勮寖 - 鎵€鏈堿PI瀹氫箟
- 浠ｇ爜瑙勮寖 - 浠ｇ爜椋庢牸瑙勮寖
- 鏍稿績涓氬姟瑙勫垯 - 涓氬姟閫昏緫瑙勫垯
寮€鍙戣<EFBFBD>鍒?
- 寮€鍙戦噷绋嬬<EFBFBD> - 璇︾粏鐨?0鍛ㄥ紑鍙戣<E98D99>鍒?
鍙傝€冩枃妗?
- 鎶€鏈<EFBFBD>灦鏋勯€夊瀷瀵规瘮鏂规<EFBFBD>.md - 瀹屾暣鎶€鏈<E282AC>柟妗堬紙鍦ㄩ」鐩<E3808D>牴鐩<E789B4>綍锛?
- 瀵硅瘽绯荤粺瀹炵幇鏂规<EFBFBD>瀵规瘮.md - 瀵硅瘽鍔熻兘璇︾粏璇存槑锛堝湪椤圭洰鏍圭洰褰曪級
- 鐭ヨ瘑搴撻渶姹傝皟鏁磋<EFBFBD>鏄?md - 鐭ヨ瘑搴撳疄鐜版柟妗堬紙鍦ㄩ」鐩<E3808D>牴鐩<E789B4>綍锛?
馃幆 鍏抽敭鍐崇瓥娓呭崟
*鍦ㄥ紑濮嬪紑鍙戝墠锛岃<EFBFBD>纭<EFBFBD><EFBFBD>锛?
- *鑱婂ぉ瀹炵幇鏂瑰紡锛? 鍙傝€僉obeChat + 鑷<>爺瀵硅瘽閫昏緫 鉁?
- *RAG绯荤粺锛? 浣跨敤Dify锛堟棤闇€鑷<E282AC>缓锛夆渽
- 鍚戦噺鏁版嵁搴擄細 Dify鍐呯疆Qdrant锛堟棤闇€鍏冲績锛夆渽
- *杩愯惀鍚庡彴锛? 绠€鍖栫増锛堥厤缃<E58EA4>枃浠剁<E6B5A0>鐞嗭級鉁?
- *涓诲姏LLM锛? DeepSeek-V3 鉁?
- *澶囩敤LLM锛? Qwen3 鉁?
- 鐭ヨ瘑搴撻檺鍒讹細 3涓?鐢ㄦ埛锛?0涓<30>枃浠?搴?鉁?
- 寮€鍙戝懆鏈燂細 2.5涓<EFBFBD>湀 鉁?
- *鍥㈤槦瑙勬ā锛? 2浜?鉁?
馃挕 甯歌<E794AF>闂<EFBFBD><E99782> FAQ
Q1: 涓轰粈涔堜笉鐩存帴鐢―ify鐨勫<E990A8>璇濆姛鑳斤紵
A: Dify瀵硅瘽鍔熻兘闇€瑕佷负姣忎釜鏅鸿兘浣撳垱寤虹嫭绔嬪簲鐢<E7B0B2>紝12涓<32>櫤鑳戒綋绠＄悊澶嶆潅锛屼笖缂哄皯椤圭洰绠＄悊鍔熻兘銆傛垜浠<E59E9C>彧鐢―ify鍋歊AG妫€绱€€?
Q2: 瀵硅瘽鍔熻兘鑷<E58598>繁瀹炵幇浼氬緢澶嶆潅鍚楋紵
A: 涓嶅<E6B693>鏉傦紒鏍稿績鍙<E7B8BE><E98D99>4姝ワ細鎺ユ敹娑堟伅 鈫?缁勮<E7BC81>涓婁笅鏂?鈫?璋冪敤LLM 鈫?杩斿洖娴佸紡缁撴灉銆傚弬鑰僉obeChat鐨勫疄鐜帮紝绾﹂渶4澶┿€?
Q3: 150涓<30>枃浠?鐢ㄦ埛锛孌ify澶熺敤鍚楋紵
A: 瀹屽叏澶熺敤锛丏ify鍗曚釜鐭ヨ瘑搴撴敮鎸佷笂涓囦釜鏂囨。鐗囨<E99097>锛屾垜浠<E59E9C>殑闇€姹傝繙浣庝簬涓婇檺銆?
Q4: 涓轰粈涔堥€夋嫨DeepSeek-V3锛?
A: 鎬т环姣旀瀬楂橈紙楼1/鐧句竾tokens锛夛紝鎬ц兘鎺ヨ繎GPT-4锛屽勾搴﹀彲鑺傜渷楼27,840銆?
Q5: 2.5涓<EFBFBD>湀鐪熺殑鑳藉畬鎴愬悧锛?
A: 鍙<>互锛侀€氳繃澶嶇敤LobeChat缁勪欢銆佷娇鐢―ify RAG銆侀厤缃<E58EA4>寲鏅鸿兘浣擄紝鎴戜滑鑺傜渷浜嗙害54澶╁紑鍙戞椂闂淬€?
馃帀 鎬荤粨
*杩欐槸涓€涓<EFBFBD>粡杩囧厖鍒嗕紭鍖栥€佹垚鏈<EFBFBD>彲鎺с€佹妧鏈<EFBFBD>彲琛岀殑鏂规<EFBFBD>锛?
鉁?寮€鍙戝懆鏈燂細 2.5涓<EFBFBD>湀
鉁?寮€鍙戞垚鏈<EFBFBD>細 楼49,300
鉁?*鏈堝害鎴愭湰锛? 楼16,520锛?000鐢ㄦ埛锛?
鉁?鎶€鏈<EFBFBD>毦搴︼細 猸愨瓙猸愶紙涓<E7B499>瓑锛?
鉁?*椋庨櫓绛夌骇锛? 浣庯紙浣跨敤鎴愮啛缁勪欢鍜屾湇鍔★級
绔嬪嵆鍙<EFBFBD>互寮€濮嬶紒 馃殌
鏂囨。鐗堟湰锛歷2.0
鏈€鍚庢洿鏂帮細2025-10-10
*鏂囨。浣嶇疆锛? docs/00-椤圭洰姒傝堪/鎶€鏈<E282AC>灦鏋勬€昏<E282AC>.md
浣滆€咃細 AI鎶€鏈<E282AC>【闂?