﻿# 2026.5.11-鏃ユ姤-寮犲鎸痋n
## 宸ヤ綔鍐呭姒傝堪

1銆佺户缁暣鐞嗕箣鍓嶅涔犳暣鐞嗙殑Agent

---

## 涓€銆佷笂涓嬫枃绠＄悊

鎴戣涓篈gent 宸ョ▼閲屾渶闅剧殑涓€鍧楁槸涓婁笅鏂囩鐞嗭細瑕佸悓鏃跺吋椤剧郴缁?Prompt銆佹妧鑳戒笌宸ュ叿璇存槑銆佸杞璇濄€佸伐鍏?鎶€鑳借繑鍥炲唴瀹癸紝浠ュ強浼氬悗鐨勬妧鑳芥彁鐐间笌鐢熸垚锛堝 GEPA 绛夛級銆備换涓€鐜妭杩囬暱锛岄兘浼氭尋鍘嬬湡姝ｇ敤浜庢帹鐞嗙殑鏈夋晥绐楀彛銆俓n
**缃戦〉绫诲伐鍏蜂笌浣撶Н**

鍏稿瀷渚嬪瓙鏄?*涓€娆¤姹傛媺鍥炴暣椤?HTML**锛氬叾涓?JS銆丆SS銆佹爣绛句笌姝ｆ枃寰堝鏄撴妸涓皬妯″瀷鐨勪笂涓嬫枃鍗犳弧銆傚綋鍓嶅仛娉曟槸灏介噺涓嶈蛋瑁?curl 鎷夊叏椤碉紝鏀逛负閫氳繃 Jina銆丼erper 绛?API 鍋氭娊鍙栨垨妫€绱㈠瀷缁撴灉锛屾帶鍒惰繘鍏ュ璇濈殑鏂囨湰閲忥紱鍚庣画濡傛湁鏇村悎閫傜殑鏈湴瑁佸壀/鎶藉彇鏂规锛屽啀璇勪及鏇挎崲鎴栬ˉ鍏呫€俓n
**宸ュ叿鎵ц缁撴灉涓庢ā鍨嬭涓?*  
鎶€鑳?宸ュ叿鎵ц鍦ㄦ鏋朵晶浼氬尯鍒?`ok` / `error` / `missing`銆傚け璐ユ椂浠嶄細鎶婂搴?`tool` 娑堟伅锛堝惈閿欒璇存槑锛屽鏈敞鍐屾垨寮傚父淇℃伅锛夊啓鍏ヤ細璇濓紝渚夸簬妯″瀷鍦ㄥ悗缁疆娆′腑鎰忚瘑鍒拌皟鐢ㄥけ璐ワ紝浠庤€岃嚜鏌ュ弬鏁般€佸伐鍏峰悕鏄惁瀛樺湪銆佹槸鍚﹂渶鎹㈡妧鑳芥垨閲嶈瘯锛涗笉浼氬湪澶辫触鐬棿闈欓粯涓㈠純锛屾槸鍚︿粠涓婁笅鏂囦腑绉婚櫎鍙敱绛栫暐鎴栨ā鍨嬩娇鐢?**閫氳繃绉婚櫎宸ュ叿璁板綍鐨勬柟寮?*澶勭悊銆俓n
**涓婁笅鏂囧帇缂╋紙涓汉鏈熸湜褰㈡€侊級**

褰撲笂涓嬫枃鎺ヨ繎棰勮涓婇檺鏃讹紝甯屾湜閲囩敤绋冲畾缁撴瀯锛氱郴缁熶晶 Prompts 濮嬬粓鍥哄畾鍦ㄥ簭鍒楁渶鍓嶏紱涓棿瀵瑰巻鍙查噷鐩稿涓嶉噸瑕佺殑瀵硅瘽涓庡伐鍏烽暱鏂囧仛涓€娆℃憳瑕佸帇缂╋紝鍓旈櫎鍣０銆佷繚鐣欎换鍔′富绾夸笌鍏抽敭缁撹锛涙憳瑕佷箣鍚庡啀缁х画鎸夋甯告柟寮忚拷鍔犳柊鐨勭敤鎴锋秷鎭笌妯″瀷鍥炲锛屼繚璇?*鏍稿績鎸囦护 + 鍘嬬缉鍚庣殑鍘嗗彶瑕佺偣 + 鏈€鏂拌繘灞?*鍙銆佸彲缁亰銆俓n
## **浜屻€丼killCurator锛堟妧鑳界瓥灞?鎶€鑳戒粨搴撴暣鐞嗭級**

Curator 涓轰細璇濈粨鏉熷悗鑷姩璺戠殑涓€浣嶆妧鑳芥暣鐞嗗憳锛氫笓闂ㄧ湅杩欎竴杞璇濋噷鍋氫簡浠€涔堛€佹ā鍨嬬瓟浜嗕粈涔堬紝鍐嶇粨鍚堝綋鍓嶉」鐩噷宸叉湁鐨勬妧鑳藉垪琛紝鍒ゆ柇瑕佷笉瑕佸姩鎵嬫敼涓€鏀规妧鑳芥潗鏂欍€俓n
**鑳藉共浠€涔堬細**

- **浼樺寲鎶€鑳介噷鐨勬弿杩扮被鍐呭**锛堜緥濡傝鏄庢枃瀛椼€佹€庝箞璋冪敤鏇村悎閫傘€佺ず渚嬫槸鍚﹀ソ鎳傦級锛岃鍚庨潰鐨勫璇濇洿瀹规槗閫夊鎶€鑳姐€佸皯韪╁潙銆俓n- 蹇呰鏃惰ˉ涓€鐐?*璇存槑鎬у皬鏂囨。**锛堜粛闄愪簬鎶€鑳界洰褰曞唴銆佸亸璇存槑涓庣淮鎶わ紝涓嶄唬鏇夸富鍔╂墜鍘诲畬鎴愮敤鎴蜂换鍔★級銆俓n
涓嶨EPA鐨勫尯鍒玕n
- GEPA锛?*杩欒疆瀵硅瘽鍊间笉鍊煎緱鍔ㄤ唬鐮佹垨鏁翠唤鎶€鑳?*锛涘彧鏈夊畠璁や负璇ュ垱寤?鍗囩骇鏃舵墠浼氳窇锛屼笉浼氫笓闂ㄤ负浜?*鍙敼涓ゅ彞璇存槑**鑰岃交閲忚窇涓€瓒熴€俓n- Curator锛?*涓嶅姩鎴栧皯鍔ㄩ€昏緫锛屼笓闂ㄧ粰鎶€鑳借ˉ璇存槑涔︺€佹鼎鎻忚堪**锛屾洿杞汇€佹洿涓撱€俓n
![](https://internal-api-drive-stream.feishu.cn/space/api/box/stream/download/authcode/?code=MWEwNWIzOTU5NDFhZmI3NDQyNGM5M2MxMThlZjA3NTFfMTBmMTZjNDhhZDYwODUyMzAxNjNkMmRmOGIyMzQ1NzVfSUQ6NzYzODY3OTE3MjgxNDExMzc1M18xNzc5MTc2MTI2OjE3NzkxNzk3MjZfVjM)

![](https://internal-api-drive-stream.feishu.cn/space/api/box/stream/download/authcode/?code=ZGJmMDhkNGNmNmYxOWE2MzliYzkwZDFhNzFmZmY0MjJfMDgyMDIyM2E2MjM4NGM0MmI3YTAwMDQzYmI4MGI5N2RfSUQ6NzYzODY3OTcxNjAxODQ3NDIwMl8xNzc5MTc2MTI2OjE3NzkxNzk3MjZfVjM)

![](https://internal-api-drive-stream.feishu.cn/space/api/box/stream/download/authcode/?code=MDk4NzIxMzg5ZTcyZjFkODdjMTczODE4MTYyODJkYTZfN2NlMGNmYjhkNzY5ODE0MWFmNzk4ZTM3YWMyODQxNjZfSUQ6NzYzODY3OTU2NjkxOTI5MDA3MV8xNzc5MTc2MTI2OjE3NzkxNzk3MjZfVjM)

<callout emoji="馃槄">
**涓婁笅鏂囪川閲忔槸 Agent 鑳藉惁绋冲畾鍙戞尌浣滅敤鐨勫叧閿洜绱犮€?*Agent 鏈€澶х殑浠峰€煎湪浜?*甯姪鐢ㄦ埛鎶婁换鍔＄浉鍏崇殑淇℃伅缁撴瀯鍖栥€佽繛璐寲銆?*鎶婄洰鏍囥€佺害鏉熴€佷腑闂寸粨璁轰笌澶栭儴缁撴灉缁勭粐鎴愬彲鎸佺画鎺ㄨ繘鐨勪笂涓嬫枃锛屼粠鑰岄檷浣庡弽澶嶈鏄庝笌淇℃伅閬楁紡甯︽潵鐨勬垚鏈€俓n</callout>
