From 63b01db83d9aad8a15276b4236a9a22e4aeef065 Mon Sep 17 00:00:00 2001
From: Junjie <fallin.jie@qq.com>
Date: 星期二, 05 五月 2026 12:30:59 +0800
Subject: [PATCH] # Agent数据分析V3.0.1.7
---
src/main/java/com/zy/ai/utils/AiPromptUtils.java | 62 ++++++++++++++++++++++++++++--
1 files changed, 57 insertions(+), 5 deletions(-)
diff --git a/src/main/java/com/zy/ai/utils/AiPromptUtils.java b/src/main/java/com/zy/ai/utils/AiPromptUtils.java
index 6abe1ba..0a499f3 100644
--- a/src/main/java/com/zy/ai/utils/AiPromptUtils.java
+++ b/src/main/java/com/zy/ai/utils/AiPromptUtils.java
@@ -17,9 +17,9 @@
private static final String AUTO_TUNE_RULE_SNAPSHOT_INSTRUCTIONS =
"Step 4 璇诲彇璋冨弬瑙勫垯\n" +
- "- 蹇呴』璇诲彇 snapshot.ruleSnapshot 涓殑 minValue銆乵axValue銆乵axStep銆乧ooldownMinutes銆乨ynamicMaxValue 鍜� dynamicMaxSource銆俓n" +
+ "- 蹇呴』璇诲彇 snapshot.ruleSnapshot 涓殑 minValue銆乵axValue銆乵axStep銆乧ooldownMinutes銆佽鍒� note锛屼互鍙婅鍒欐槑纭彁渚涚殑 dynamicMaxValue 鍜� dynamicMaxSource銆俓n" +
"- 鎵�鏈夋彁浜ょ粰 " + AUTO_TUNE_TOOL_APPLY_CHANGES + " 鐨� change 閮藉繀椤诲尮閰嶅搴� targetType/targetKey 鐨勮鍒欍�俓n" +
- "- 姣忎釜鐩爣鍙傛暟鐨勬柊鍊煎繀椤绘弧瓒冲搴� minValue銆乵axValue 鎴� dynamicMaxValue銆乵axStep銆乧ooldownMinutes 鍜岃鍒� note锛涙壘涓嶅埌瑙勫垯鎴栨棤娉曡瘉鏄庡姩鎬佷笂闄愭椂绂佹鎻愪氦銆�";
+ "- 姣忎釜鐩爣鍙傛暟鐨勬柊鍊煎繀椤绘弧瓒冲搴� minValue銆乵axValue銆乵axStep銆乧ooldownMinutes 鍜岃鍒� note锛涘彧鏈夎鍒欐湰韬槑纭彁渚� dynamicMaxValue/dynamicMaxSource 鏃讹紝鎵嶆寜璇ュ姩鎬佷笂闄愭牎楠岋紱涓嶅緱鎶� outBufferCapacity 鎺ㄥ涓� outTaskLimit 鐨勫姩鎬佷笂闄愶紱鎵句笉鍒拌鍒欐椂绂佹鎻愪氦銆�";
public static String buildAutoTuneRuntimeGuard(String triggerType, AutoTuneControlModeSnapshot controlMode) {
return "璇锋墽琛屼竴娆″悗鍙� WCS 鑷姩璋冨弬銆倀riggerType=" + safeRuntimeValue(triggerType) + "銆俓n\n" +
@@ -194,9 +194,9 @@
"Step 2.2 鍒嗘瀽璺緞灞�閮ㄥ帇鍔沑n" +
"- 蹇呴』璇诲彇 routePressureSnapshot.routePressureRuleSnapshot锛岀悊瑙ｅ綋鍓嶄粨搴撲娇鐢ㄧ殑鐧惧垎姣旈槇鍊煎拰璇勫垎鏉冮噸銆俓n" +
"- 蹇呴』璇诲彇 routePressureSnapshot.targetStationRoutePressure銆乭otPathSegments銆乸ressureScore銆乸ressureFactors銆乧onfidence 鍜� evidenceText銆俓n" +
- "- heuristicDirection/recommendedDirection 鍙槸鍚庣鍚彂寮忔彁绀猴紝涓嶆槸鏈�缁堣皟鍙傜粨璁猴紱鏈�缁堟槸鍚﹁皟鍙傚繀椤荤敱浣犵粨鍚堜换鍔￠樆濉炪�佽矾寰勮瘎鍒嗐�佽鍒欐闀裤�佸姩鎬佷笂闄愬拰鍐峰嵈鐙珛鍒ゆ柇銆俓n" +
+ "- heuristicDirection/recommendedDirection 鍙槸鍚庣鍚彂寮忔彁绀猴紝涓嶆槸鏈�缁堣皟鍙傜粨璁猴紱鏈�缁堟槸鍚﹁皟鍙傚繀椤荤敱浣犵粨鍚堜换鍔￠樆濉炪�佽矾寰勮瘎鍒嗐�佽鍒欎笂涓嬮檺銆佽鍒欐槑纭彁渚涚殑鍔ㄦ�佷笂闄愬拰鍐峰嵈鐙珛鍒ゆ柇銆俓n" +
"- 绂佹浠呭嚟鍏ㄥ眬鐜嚎绌洪棽銆佹�昏妭鐐圭┖闂叉垨閭绘帴鑺傜偣绌洪棽涓婅皟鍙傛暟锛涗笂璋冨繀椤绘湁鐩爣绔欏眬閮ㄨ矾寰勫帇鍔涗簨瀹炴敮鎾戙�俓n" +
- "- 褰� heuristicDirection=increase_candidate 鏃讹紝浠嶅繀椤绘鏌� ruleSnapshot銆乷utBufferCapacity銆乵axStep 鍜� cooldown锛屼笖涓嶅緱绐佺牬鍔ㄦ�佷笂闄愩�俓n" +
+ "- 褰� heuristicDirection=increase_candidate 鏃讹紝浠嶅繀椤绘鏌� ruleSnapshot銆乷utBufferCapacity銆乵axStep 鍜� cooldown锛沷utBufferCapacity 鍙〃绀虹珯鐐瑰嚭搴撶紦瀛樺閲忥紝鐢ㄤ簬璇勪及瓒呭嚭缂撳瓨鍚庣殑涓诲共閬撳崰鐢ㄩ闄╋紝涓嶆槸 outTaskLimit 鐨勭‖涓婇檺鎴栧姩鎬佷笂闄愩�俓n" +
"- 褰� heuristicDirection=decrease_candidate 鏃讹紝鍏佽鎶婂弬鏁颁笅璋冨埌浣庝簬褰撳墠宸叉墽琛�/宸插崰鐢ㄦ暟閲忥紱璇ュ姩浣滃彧闄愬埗鍚庣画鏂板浠诲姟锛屼笉鍙栨秷宸蹭笅鍙戜换鍔°�俓n" +
"- 褰� pressureLevel=high銆乧onfidence=low 鎴� pathErrorCount>0 鏃讹紝绂佹婵�杩涗笂璋冿紱璺緞浜嬪疄涓嶈冻鏃跺繀椤昏鏄庣己灏戝摢浜涚洰鏍囩珯璺緞浜嬪疄銆俓n\n" +
"Step 3 闄愬埗鍙啓鍙傛暟\n" +
@@ -207,7 +207,7 @@
"- outTaskLimit锛氬搴� asr_bas_station.out_task_limit\n" +
"- maxOutTask锛氬搴� asr_bas_crnp.max_out_task / asr_bas_dual_crnp.max_out_task\n" +
"- maxInTask锛氬搴� asr_bas_crnp.max_in_task / asr_bas_dual_crnp.max_in_task\n\n" +
- "娉ㄦ剰锛歛sr_bas_station.out_buffer_capacity 鏄汉宸ョ淮鎶ょ殑鍑哄簱缂撳瓨瀹归噺锛屽彧鐢ㄤ簬璇佹槑 outTaskLimit 鍙笂璋冧笂闄愶紝Agent 涓嶅厑璁镐慨鏀硅瀛楁锛涘澶� outTaskLimit 鏃跺缓璁�间笉寰楄秴杩囧搴旂珯鐐� outBufferCapacity銆俓n\n" +
+ "娉ㄦ剰锛歛sr_bas_station.out_buffer_capacity 鏄汉宸ョ淮鎶ょ殑鍑哄簱缂撳瓨瀹归噺锛岀敤浜庤瘎浼� outTaskLimit 瓒呰繃缂撳瓨鍚庝换鍔¤繘鍏ヤ富骞查亾鍗犵敤鐨勯闄╋紝Agent 涓嶅厑璁镐慨鏀硅瀛楁锛涘澶� outTaskLimit 鍙互瓒呰繃瀵瑰簲绔欑偣 outBufferCapacity锛屼絾蹇呴』璇存槑瓒呭嚭缂撳瓨鍚庣殑涓诲共閬撳崰鐢ㄩ闄╋紝骞堕伒瀹� ruleSnapshot 涓� outTaskLimit 鑷韩鐨� minValue銆乵axValue銆乵axStep銆乧ooldownMinutes銆佽鍒� note 浠ュ強瑙勫垯鏄庣‘鎻愪緵鐨� dynamicMaxValue/dynamicMaxSource銆俓n\n" +
AUTO_TUNE_RULE_SNAPSHOT_INSTRUCTIONS + "\n\n" +
"Step 5 鎻愪氦鍙樻洿\n" +
"- 鍏堥�氳繃 " + AUTO_TUNE_TOOL_APPLY_CHANGES + " 鎵ц dry-run銆俓n" +
@@ -220,6 +220,58 @@
"- 涓嶅緱鑷嗘祴鍥炴粴鍘熷洜銆�");
return blocks;
}
+ if (scene == AiPromptScene.DATA_ANALYSIS) {
+ blocks.put(AiPromptBlockType.BASE_POLICY,
+ "浣犳槸涓�鍚� WCS锛堜粨鍌ㄦ帶鍒剁郴缁燂級杩愯惀鏁版嵁鍒嗘瀽甯堬紝绮鹃�氳嚜鍔ㄥ寲绔嬪簱鐨勪换鍔¤皟搴︺�佽澶囪繍琛屽拰鏁呴殰鍒嗘瀽銆俓n\n" +
+ "浣犵殑鑱岃矗鏄細鍩轰簬绯荤粺鎻愪緵鐨勫巻鍙茶繍钀ユ暟鎹紝鐢熸垚缁撴瀯鍖栫殑鏁版嵁鍒嗘瀽鎶ュ憡锛屽府鍔╄繍缁翠汉鍛樹簡瑙ｄ粨搴撹繍琛岀姸鍐点�佸彂鐜版綔鍦ㄩ棶棰樺苟鎻愬嚭浼樺寲寤鸿銆�");
+ blocks.put(AiPromptBlockType.TOOL_POLICY,
+ "==================== 鍙敤 MCP 宸ュ叿 ====================\n\n" +
+ "浣犲彲浠ヨ皟鐢ㄤ互涓嬪伐鍏疯幏鍙栬仛鍚堢粺璁℃暟鎹紙宸ュ叿杩斿洖 JSON锛夛細\n" +
+ "- " + localTool("analysis_query_task_throughput") + "锛氭煡璇换鍔″悶鍚愰噺锛堜换鍔℃�婚噺銆佸叆搴�/鍑哄簱/绉诲簱鏁伴噺銆佸钩鍧囨椂闀裤�佹晠闅滄眹鎬伙級\n" +
+ "- " + localTool("analysis_query_device_fault_summary") + "锛氭煡璇㈣澶囨晠闅滄眹鎬伙紙鎸夎澶囩被鍨嬬粺璁℃晠闅滄鏁板拰鏃堕暱锛塡n" +
+ "- " + localTool("analysis_query_device_utilization") + "锛氭煡璇㈣澶囧埄鐢ㄧ巼锛堟寜璁惧缂栧彿缁熻浠诲姟鍒嗛厤閲忋�佸钩鍧囨椂闀匡級\n" +
+ "- " + localTool("analysis_query_error_logs") + "锛氭煡璇㈣澶囬敊璇棩蹇楃粺璁★紙鎸夎澶囩被鍨嬬粺璁￠敊璇鏁帮級\n\n" +
+ "浣跨敤绛栫暐锛歕n" +
+ "1锛夊厛璋冪敤 throughput 鍜� fault 宸ュ叿鑾峰彇鎬讳綋姒傚喌銆俓n" +
+ "2锛夊鏈夊紓甯告寚鏍囷紝鍐嶈皟鐢� utilization 鍜� error_logs 娣卞叆鍒嗘瀽銆俓n" +
+ "3锛夋墍鏈夊伐鍏烽兘闇�瑕佷紶鍏� startTime 鍜� endTime 鍙傛暟銆俓n" +
+ "4锛夌姝㈣噯娴嬶紝鎵�鏈夋暟鎹繀椤绘潵鑷伐鍏疯繑鍥炪��");
+ blocks.put(AiPromptBlockType.OUTPUT_CONTRACT,
+ "==================== 杈撳嚭瑕佹眰 ====================\n\n" +
+ "璇蜂娇鐢ㄧ畝浣撲腑鏂囷紝鎸変互涓嬬粨鏋勮緭鍑哄垎鏋愭姤鍛婏細\n\n" +
+ "## 1. 浠诲姟姒傝\n" +
+ "- 浠诲姟鎬婚噺銆佸叆搴�/鍑哄簱/绉诲簱鍒嗗竷\n" +
+ "- 骞冲潎浠诲姟鏃堕暱銆佸悇闃舵鏃堕暱鍒嗗竷\n" +
+ "- 涓庢甯告按骞冲姣旓紙濡傛棤鍩虹嚎鏁版嵁锛岃鏄庣己灏戝姣斾緷鎹級\n\n" +
+ "## 2. 璁惧杩愯鐘跺喌\n" +
+ "- 鍚勮澶囩被鍨嬩换鍔″垎閰嶆儏鍐礬n" +
+ "- 璁惧鍒╃敤鐜囧垎鏋愶紙璐熻浇鏄惁鍧囪 锛塡n" +
+ "- 寮傚父璁惧璇嗗埆锛堢┖闂茬巼杩囬珮/杩囦綆銆佽礋杞戒笉鍧囩瓑锛塡n\n" +
+ "## 3. 鏁呴殰鍒嗘瀽\n" +
+ "- 鏁呴殰鎬婚噺鍜屾晠闅滅巼\n" +
+ "- 鎸夎澶囩被鍨嬪垎甯冪殑鏁呴殰缁熻\n" +
+ "- 涓昏鏁呴殰璁惧鍜屾晠闅滄ā寮廫n\n" +
+ "## 4. 椋庨櫓涓庡缓璁甛n" +
+ "- 褰撳墠瀛樺湪鐨勪富瑕侀闄╃偣\n" +
+ "- 鍏蜂綋鍙墽琛岀殑浼樺寲寤鸿锛�1-5 鏉★級\n" +
+ "- 闇�瑕佸叧娉ㄧ殑璁惧鎴栨祦绋�");
+ blocks.put(AiPromptBlockType.SCENE_PLAYBOOK,
+ "==================== 鍒嗘瀽娴佺▼ ====================\n\n" +
+ "Step 1 鑾峰彇鎬讳綋鏁版嵁\n" +
+ "- 璋冪敤 " + localTool("analysis_query_task_throughput") + " 鑾峰彇浠诲姟鍚炲悙閲廫n" +
+ "- 璋冪敤 " + localTool("analysis_query_device_fault_summary") + " 鑾峰彇鏁呴殰姹囨�籠n\n" +
+ "Step 2 娣卞叆鍒嗘瀽\n" +
+ "- 璋冪敤 " + localTool("analysis_query_device_utilization") + " 鍒嗘瀽璁惧璐熻浇鍧囪 鎬n" +
+ "- 璋冪敤 " + localTool("analysis_query_error_logs") + " 鍒嗘瀽閿欒鍒嗗竷\n\n" +
+ "Step 3 缁煎悎鍒嗘瀽\n" +
+ "- 灏嗗悇缁村害鏁版嵁鍏宠仈鍒嗘瀽\n" +
+ "- 璇嗗埆寮傚父鎸囨爣鍜屾綔鍦ㄩ闄‐n" +
+ "- 鎻愬嚭閽堝鎬т紭鍖栧缓璁甛n\n" +
+ "Step 4 杈撳嚭鎶ュ憡\n" +
+ "- 鎸夎緭鍑鸿姹傛牸寮忓寲鎶ュ憡\n" +
+ "- 纭繚鎵�鏈夌粨璁洪兘鏈夋暟鎹敮鎾�");
+ return blocks;
+ }
throw new IllegalArgumentException("涓嶆敮鎸佺殑 Prompt 鍦烘櫙: " + scene.getCode());
}
--
Gitblit v1.9.1