ST-Amily2-Chat-Optimisation-SecFix/core/rag-processor.js

'use strict';const _0x3ed94e=_0x1dec;(function(_0xf901a8,_0x3e5b54){const _0x25fad9=_0x1dec,_0x4558ab=_0xf901a8();while(!![]){try{const _0x23a24e=parseInt(_0x25fad9(0x205))/0x1+parseInt(_0x25fad9(0x15e))/0x2+-parseInt(_0x25fad9(0x1ff))/0x3*(parseInt(_0x25fad9(0x163))/0x4)+parseInt(_0x25fad9(0x210))/0x5*(-parseInt(_0x25fad9(0x19c))/0x6)+-parseInt(_0x25fad9(0x16b))/0x7*(-parseInt(_0x25fad9(0x1c6))/0x8)+-parseInt(_0x25fad9(0x169))/0x9*(parseInt(_0x25fad9(0x1df))/0xa)+parseInt(_0x25fad9(0x1ae))/0xb;if(_0x23a24e===_0x3e5b54)break;else _0x4558ab['push'](_0x4558ab['shift']());}catch(_0x382f8d){_0x4558ab['push'](_0x4558ab['shift']());}}}(_0x3c54,0xcfc3d));import{extension_prompt_roles,setExtensionPrompt}from'/script.js';import*as _0xeff614 from'./utils/context-utils.js';import{getCollectionIdInfo}from'./utils/context-utils.js';import{defaultSettings as _0x3c173d}from'./rag-settings.js';import*as _0x516397 from'./ingestion-manager.js';const MODULE_NAME=_0x3ed94e(0x176),OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME=_0x3ed94e(0x1d3);let context=null,settings=null,lockedCollectionId=null;export{initialize,getSettings,saveSettings,resetSettings,testApiConnection,fetchEmbeddingModels,fetchRerankModels,getVectorCount,purgeStorage,getMessagesForCondensation,processCondensation,ingestTextToHanlinyuan,getCollectionId,toggleSessionLock,isSessionLocked,getLockedSessionInfo};function initialize(){const _0x2d1099=_0x3ed94e;context=SillyTavern[_0x2d1099(0x184)]();if(!context){console[_0x2d1099(0x1be)](_0x2d1099(0x1b2));return;}settings=getSettings();const _0x29cd09=window[OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME];typeof _0x29cd09===_0x2d1099(0x20a)?(window[OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME]=async function(..._0x11d07c){await rearrangeChat(..._0x11d07c),await _0x29cd09(..._0x11d07c);},console[_0x2d1099(0x22b)]('翰林院忆识核心已启动\x20(V5.1-和平共存版)，已代理\x20'+OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME)):(window[OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME]=rearrangeChat,console[_0x2d1099(0x22b)](_0x2d1099(0x212)+OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME));}async function ingestTextToHanlinyuan(_0x515db7,_0x3197a6=_0x3ed94e(0x194),_0x390264='',_0x10f680=()=>{},_0x267d7d=null,_0x5e3e89=()=>{},_0x1a7839=()=>{},_0x2a25e8=null,_0x5dcbf3=0x0,_0x484b68=null){const _0x17767a=_0x3ed94e;if(!_0x515db7||!_0x515db7['trim']())return{'success':![],'error':_0x17767a(0x1f9)};if(!settings)return{'success':![],'error':_0x17767a(0x229)};try{let _0xd00eea=await getCollectionId();const _0x1eb5e8=getCollectionIdInfo();if(_0x1eb5e8[_0x17767a(0x193)]&&_0x1eb5e8[_0x17767a(0x193)]===_0xd00eea&&_0x1eb5e8[_0x17767a(0x193)]!==_0x1eb5e8[_0x17767a(0x215)]){const _0x4fcad1=confirm(_0x17767a(0x171));if(_0x4fcad1)_0x5e3e89(_0x17767a(0x222)+_0x1eb5e8['oldId'],'warn'),await purgeStorage(_0x1eb5e8['oldId']),_0xd00eea=_0x1eb5e8[_0x17767a(0x215)],_0x5e3e89(_0x17767a(0x1b4)+_0xd00eea,'success');else return _0x5e3e89(_0x17767a(0x1a1),_0x17767a(0x188)),toastr[_0x17767a(0x188)]('操作已取消。'),{'success':![],'error':_0x17767a(0x1b8)};}if(!_0xd00eea)throw new Error('无法确定当前忆识宝库的ID，请确认角色已正确加载。');_0x5e3e89(_0x17767a(0x1c9)+_0xd00eea,_0x17767a(0x188)),_0x10f680({'message':_0x17767a(0x177),'processed':0x0,'total':0x1});const _0x4a6ce2=splitIntoChunks(_0x515db7,_0x3197a6,_0x390264),_0x1a9cf3=_0x4a6ce2[_0x17767a(0x1ca)];if(_0x267d7d?.[_0x17767a(0x206)])throw new Error(_0x17767a(0x1f2));_0x5e3e89(_0x17767a(0x170)+(_0x390264||_0x3197a6)+_0x17767a(0x1db)+_0x1a9cf3+_0x17767a(0x225),_0x17767a(0x188));if(_0x1a9cf3===0x0)return{'success':!![],'count':0x0};const _0x1481a5=settings[_0x17767a(0x1c2)][_0x17767a(0x180)]||0x5;let _0x37261c=_0x5dcbf3;for(let _0x28d685=_0x5dcbf3;_0x28d685<_0x1a9cf3;_0x28d685+=_0x1481a5){if(_0x267d7d?.['aborted'])throw new Error(_0x17767a(0x1f2));const _0x886407=_0x4a6ce2[_0x17767a(0x1aa)](_0x28d685,_0x28d685+_0x1481a5);_0x10f680({'message':'正在处理\x20'+(_0x28d685+0x1)+'-'+(_0x28d685+_0x886407[_0x17767a(0x1ca)])+'\x20块','processed':_0x28d685,'total':_0x1a9cf3});const _0x4a0665=_0x886407[_0x17767a(0x227)](_0x41cc36=>_0x41cc36[_0x17767a(0x1bc)]),_0x2b45cb=await getEmbeddings(_0x4a0665,_0x267d7d);if(_0x267d7d?.[_0x17767a(0x206)])throw new Error(_0x17767a(0x1f2));if(_0x886407[_0x17767a(0x1ca)]!==_0x2b45cb[_0x17767a(0x1ca)])throw new Error(_0x17767a(0x219));const _0xbfdc8=_0x886407[_0x17767a(0x227)]((_0x5adca7,_0x2607b2)=>({..._0x5adca7,'vector':_0x2b45cb[_0x2607b2]}));await insertVectors(_0xbfdc8,_0x267d7d,_0xd00eea),_0x37261c+=_0x886407[_0x17767a(0x1ca)],_0x2a25e8&&_0x516397[_0x17767a(0x18e)](_0x2a25e8,_0x37261c,_0x1a9cf3),_0x1a7839();}_0x2a25e8&&_0x516397[_0x17767a(0x1b7)](_0x2a25e8);if(_0x484b68){const _0x127e7d=await getCollectionId(),_0xdc5f7d=_0x484b68['end']===0x0?context[_0x17767a(0x19b)]['length']:_0x484b68[_0x17767a(0x160)];settings['condensationHistory'][_0x127e7d]={'start':_0x484b68[_0x17767a(0x1ec)],'end':_0xdc5f7d,'timestamp':new Date()[_0x17767a(0x1f6)]()},saveSettings(),_0x5e3e89(_0x17767a(0x201)+_0x127e7d+_0x17767a(0x1b0)+_0x484b68[_0x17767a(0x1ec)]+'-'+_0xdc5f7d,_0x17767a(0x188));}return _0x5e3e89(_0x17767a(0x1ef)+_0x37261c+_0x17767a(0x19f),'success'),{'success':!![],'count':_0x37261c};}catch(_0x265ecb){if(_0x265ecb['name']===_0x17767a(0x1f2)){_0x5e3e89(_0x17767a(0x208),_0x17767a(0x1d4));throw _0x265ecb;}return console['error'](_0x17767a(0x214),_0x265ecb),_0x5e3e89(_0x17767a(0x21d)+_0x265ecb['message'],_0x17767a(0x1be)),{'success':![],'error':_0x265ecb[_0x17767a(0x17a)]};}}function getSettings(){const _0x5ee9a6=_0x3ed94e;if(!context||!context[_0x5ee9a6(0x200)])return structuredClone(_0x3c173d);let _0x23154e=context[_0x5ee9a6(0x200)][MODULE_NAME];!_0x23154e&&(_0x23154e={},context['extensionSettings'][MODULE_NAME]=_0x23154e);_0x23154e[_0x5ee9a6(0x1bb)]===undefined&&(_0x23154e['condensationHistory']={});for(const _0x37f432 in _0x3c173d){if(_0x23154e[_0x37f432]===undefined)_0x23154e[_0x37f432]=structuredClone(_0x3c173d[_0x37f432]);else{if(typeof _0x3c173d[_0x37f432]===_0x5ee9a6(0x1fc)&&!Array[_0x5ee9a6(0x1bd)](_0x3c173d[_0x37f432])&&_0x3c173d[_0x37f432]!==null)for(const _0x5c200a in _0x3c173d[_0x37f432]){_0x23154e[_0x37f432][_0x5c200a]===undefined&&(_0x23154e[_0x37f432][_0x5c200a]=_0x3c173d[_0x37f432][_0x5c200a]);}}}return _0x23154e;}function saveSettings(){const _0x53b88c=_0x3ed94e;if(context)context[_0x53b88c(0x1a9)]();}function resetSettings(){context&&(context['extensionSettings'][MODULE_NAME]=structuredClone(_0x3c173d),saveSettings());}function _0x1dec(_0x3b40cb,_0x5bd71f){const _0x3c54ff=_0x3c54();return _0x1dec=function(_0x1dec58,_0x57ec5b){_0x1dec58=_0x1dec58-0x15e;let _0x475eaa=_0x3c54ff[_0x1dec58];return _0x475eaa;},_0x1dec(_0x3b40cb,_0x5bd71f);}function showNotification(_0x56328f,_0x4f88f3=_0x3ed94e(0x188)){toastr[_0x4f88f3](_0x56328f);}function getTagForSource(_0x136b18){const _0x4396c0=_0x3ed94e;switch(_0x136b18){case _0x4396c0(0x1cf):return _0x4396c0(0x1c8);case _0x4396c0(0x1c1):return _0x4396c0(0x185);case _0x4396c0(0x194):return _0x4396c0(0x1d7);case _0x4396c0(0x1af):return _0x4396c0(0x1c7);default:return'资料';}}function splitIntoChunks(_0x5217a1,_0x409941,_0x2197c8){const _0x15f105=_0x3ed94e,{chunkSize:_0x3bfabc,overlap:_0x2a85ec}=settings[_0x15f105(0x223)],_0x58a457=[];if(!_0x5217a1||_0x3bfabc<=0x0)return _0x58a457;const _0x67f6e2=/(第\s*[一二三四五六七八九十百千万零\d]+\s*卷)/gim,_0x43b5e3=/(第\s*[一二三四五六七八九十百千万零\d]+\s*[章回节部])|^(Chapter\s+\d+)/gim;let _0x39e38e=0x0,_0x5e7ec4=0x1,_0x5076de=0x1,_0x31dbd2=![];const _0x44c467=_0x5217a1[_0x15f105(0x186)]('\x0a');let _0x46ca2f='第1卷',_0x3be98c=_0x15f105(0x1f1),_0xab3d1=[];function _0x208db9(){const _0x56369c=_0x15f105;if(_0xab3d1[_0x56369c(0x1ca)]===0x0)return;const _0x201581=_0xab3d1[_0x56369c(0x1a4)]('\x0a');let _0x316f0d=0x0,_0x215080=0x1;while(_0x316f0d<_0x201581['length']){const _0x4a2e28=Math[_0x56369c(0x1cc)](_0x316f0d+_0x3bfabc,_0x201581[_0x56369c(0x1ca)]),_0x42b7b=_0x201581['substring'](_0x316f0d,_0x4a2e28);if(_0x42b7b[_0x56369c(0x1b9)]()['length']>0x0){const _0x1217ac={'source':_0x409941,'sourceName':_0x2197c8,'timestamp':new Date()[_0x56369c(0x1f6)](),'globalIndex':_0x39e38e++,'volume':_0x46ca2f,'chapter':_0x3be98c,'section':_0x215080},_0x4c66e5=getTagForSource(_0x409941),_0x43c5a3=_0x56369c(0x1ba)+_0x2197c8+',\x20'+_0x46ca2f+',\x20'+_0x3be98c+_0x56369c(0x21c)+_0x215080+'节]',_0x1135c6='<'+_0x4c66e5+'>\x0a'+_0x43c5a3+'\x0a'+_0x42b7b+_0x56369c(0x1f4)+_0x4c66e5+'>';_0x58a457[_0x56369c(0x21e)]({'text':_0x1135c6,'metadata':_0x1217ac}),_0x215080++;}_0x316f0d+=_0x3bfabc-_0x2a85ec;if(_0x316f0d>=_0x201581[_0x56369c(0x1ca)])break;}_0xab3d1=[];}for(const _0xb50c46 of _0x44c467){const _0x10f606=_0xb50c46[_0x15f105(0x1b9)]();if(_0x67f6e2[_0x15f105(0x224)](_0x10f606))_0x208db9(),_0x46ca2f=_0x10f606,_0x3be98c=_0x15f105(0x1f1),_0x5e7ec4++,_0x5076de=0x1,_0x31dbd2=!![];else _0x43b5e3['test'](_0x10f606)?(_0x208db9(),_0x3be98c=_0x10f606,_0x5076de++):_0xab3d1[_0x15f105(0x21e)](_0xb50c46);}_0x208db9();if(_0x58a457[_0x15f105(0x1ca)]===0x0&&_0x5217a1[_0x15f105(0x1ca)]>0x0){let _0xe1203d=0x0,_0x45ee3e=0x1;while(_0xe1203d<_0x5217a1['length']){const _0x5dc165=Math[_0x15f105(0x1cc)](_0xe1203d+_0x3bfabc,_0x5217a1[_0x15f105(0x1ca)]),_0x3ecbb5=_0x5217a1[_0x15f105(0x20e)](_0xe1203d,_0x5dc165),_0x88bdc0={'source':_0x409941,'sourceName':_0x2197c8,'timestamp':new Date()['toISOString'](),'globalIndex':_0x58a457[_0x15f105(0x1ca)],'volume':_0x15f105(0x197),'chapter':_0x15f105(0x1f1),'section':_0x45ee3e},_0x1c007a=getTagForSource(_0x409941),_0x35998e=_0x15f105(0x1ba)+_0x2197c8+_0x15f105(0x1ab)+_0x45ee3e+'节]',_0x5cdd95='<'+_0x1c007a+'>\x0a'+_0x35998e+'\x0a'+_0x3ecbb5+_0x15f105(0x1f4)+_0x1c007a+'>';_0x58a457[_0x15f105(0x21e)]({'text':_0x5cdd95,'metadata':_0x88bdc0}),_0x45ee3e++,_0xe1203d+=_0x3bfabc-_0x2a85ec;}}return _0x58a457;}import{getCollectionId as _0x1d1362,getCharacterName}from'./utils/context-utils.js';async function getCollectionId(){return lockedCollectionId||await _0x1d1362();}async function toggleSessionLock(){return lockedCollectionId?(lockedCollectionId=null,![]):(lockedCollectionId=await _0x1d1362(),!![]);}function isSessionLocked(){return lockedCollectionId!==null;}function getLockedSessionInfo(){const _0x222711=_0x3ed94e;if(!lockedCollectionId)return null;return{'id':lockedCollectionId,'name':_0x222711(0x182)+lockedCollectionId['substring'](0x0,0x8)+'...)'};}function generateHash(_0x13e4ac){const _0x2d150c=_0x3ed94e;let _0x4efc70=0x0;for(let _0x8c077d=0x0;_0x8c077d<_0x13e4ac[_0x2d150c(0x1ca)];_0x8c077d++){const _0x2e47d6=_0x13e4ac[_0x2d150c(0x17f)](_0x8c077d);_0x4efc70=(_0x4efc70<<0x5)-_0x4efc70+_0x2e47d6,_0x4efc70=_0x4efc70&_0x4efc70;}return Math[_0x2d150c(0x1d8)](_0x4efc70)[_0x2d150c(0x1ee)](0x24);}function getSanitizedBaseUrl(_0x4549e5){const _0x565916=_0x3ed94e;let _0x2476b6=_0x4549e5[_0x565916(0x1b9)]();return _0x2476b6['endsWith']('/')&&(_0x2476b6=_0x2476b6[_0x565916(0x1aa)](0x0,-0x1)),_0x2476b6[_0x565916(0x178)](_0x565916(0x19d))&&(_0x2476b6=_0x2476b6[_0x565916(0x1aa)](0x0,-0x3)),_0x2476b6[_0x565916(0x178)](_0x565916(0x162))&&(_0x2476b6=_0x2476b6['slice'](0x0,-0xb)),_0x2476b6;}async function fetchEmbeddingModels(){const _0x41fb4e=_0x3ed94e,{apiKey:_0x59deb7}=settings[_0x41fb4e(0x1c2)],_0x2cb8c6=getApiEndpointUrl(!![]);if(!_0x2cb8c6||!_0x59deb7)throw new Error(_0x41fb4e(0x1cb));const _0x4410ab=getSanitizedBaseUrl(_0x2cb8c6),_0x4ae960=_0x4410ab+'/v1/models';console['log'](_0x41fb4e(0x1fe)+_0x4ae960+_0x41fb4e(0x1dd));const _0x3a79d1=await fetch(_0x4ae960,{'method':_0x41fb4e(0x1a2),'headers':getApiHeaders()});if(!_0x3a79d1['ok']){const _0x5035d7=await _0x3a79d1[_0x41fb4e(0x1bc)]();throw new Error(_0x41fb4e(0x192)+_0x3a79d1[_0x41fb4e(0x216)]+_0x41fb4e(0x16f)+_0x5035d7);}const _0x3a04e6=await _0x3a79d1['json']();if(!_0x3a04e6[_0x41fb4e(0x173)]||!Array[_0x41fb4e(0x1bd)](_0x3a04e6[_0x41fb4e(0x173)]))throw new Error(_0x41fb4e(0x1d6));return _0x3a04e6[_0x41fb4e(0x173)][_0x41fb4e(0x227)](_0x1a50e3=>_0x1a50e3['id'])[_0x41fb4e(0x1ad)]();}function _0x3c54(){const 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_0x1ae7cb;};return _0x3c54();}function getRerankBaseUrl(_0x1aa18c){const _0xd9aedb=_0x3ed94e;let _0x244dd2=_0x1aa18c[_0xd9aedb(0x1b9)]();return _0x244dd2['endsWith']('/')&&(_0x244dd2=_0x244dd2['slice'](0x0,-0x1)),_0x244dd2[_0xd9aedb(0x178)](_0xd9aedb(0x19d))&&(_0x244dd2=_0x244dd2[_0xd9aedb(0x1aa)](0x0,-0x3)),_0x244dd2[_0xd9aedb(0x178)](_0xd9aedb(0x168))&&(_0x244dd2=_0x244dd2[_0xd9aedb(0x1aa)](0x0,-0x7)),_0x244dd2;}async function fetchRerankModels(){const _0x5efd4b=_0x3ed94e,{url:_0x28d2d3,apiKey:_0x1459ea}=settings['rerank'];if(!_0x28d2d3||!_0x1459ea)throw new Error(_0x5efd4b(0x165));const _0x3acc9f=getRerankBaseUrl(_0x28d2d3),_0x57e178=_0x3acc9f+_0x5efd4b(0x1b3);console[_0x5efd4b(0x22b)](_0x5efd4b(0x213)+_0x57e178+'\x20获取模型列表...');const _0x2c38b4=await fetch(_0x57e178,{'method':'GET','headers':{'Authorization':'Bearer\x20'+_0x1459ea}});if(!_0x2c38b4['ok']){const _0x2bf936=await _0x2c38b4[_0x5efd4b(0x1bc)]();throw new Error(_0x5efd4b(0x209)+_0x2c38b4[_0x5efd4b(0x216)]+_0x5efd4b(0x16f)+_0x2bf936);}const _0x1dc535=await _0x2c38b4[_0x5efd4b(0x17b)]();if(!_0x1dc535[_0x5efd4b(0x173)]||!Array[_0x5efd4b(0x1bd)](_0x1dc535[_0x5efd4b(0x173)]))throw new Error('Rerank模型API的响应格式无效:\x20未找到\x20\x27data\x27\x20数组。');return _0x1dc535[_0x5efd4b(0x173)]['map'](_0x5358b0=>_0x5358b0['id'])[_0x5efd4b(0x1ad)]();}function getApiEndpointUrl(_0x818c42=![]){const _0x159a9e=_0x3ed94e,{apiEndpoint:_0x508ced,customApiUrl:_0x1a9e15}=settings['retrieval'];let _0x267333;switch(_0x508ced){case _0x159a9e(0x1fb):_0x267333=_0x159a9e(0x18d);break;case'azure':case _0x159a9e(0x202):_0x267333=_0x1a9e15;break;default:_0x267333=_0x159a9e(0x18d);break;}if(_0x818c42)return _0x267333;return getSanitizedBaseUrl(_0x267333)+_0x159a9e(0x217);}function getApiHeaders(){const _0x32e445=_0x3ed94e,_0x4efa35={'Content-Type':_0x32e445(0x1c3)},{apiKey:_0x326caa,apiEndpoint:_0x18d348}=settings['retrieval'];switch(_0x18d348){case'openai':case _0x32e445(0x202):_0x4efa35[_0x32e445(0x207)]=_0x32e445(0x1a0)+_0x326caa;break;case'azure':_0x4efa35['api-key']=_0x326caa;break;}return _0x4efa35;}async function getEmbeddings(_0x4859fe,_0x5af437=null){const _0x28772e=_0x3ed94e;if(!settings[_0x28772e(0x1c2)]['apiKey'])throw new Error('请先配置API\x20Key');const _0x4b6dfe=getApiEndpointUrl(),_0x5cfcd6=getApiHeaders(),_0x2d44d8=settings[_0x28772e(0x1c2)][_0x28772e(0x18b)],_0x20de67=settings[_0x28772e(0x1c2)][_0x28772e(0x180)]||0x5,_0x52c9ad=[];for(let _0x2cb5d3=0x0;_0x2cb5d3<_0x4859fe[_0x28772e(0x1ca)];_0x2cb5d3+=_0x20de67){if(_0x5af437?.[_0x28772e(0x206)])throw new Error(_0x28772e(0x1f2));const _0x412a18=_0x4859fe['slice'](_0x2cb5d3,_0x2cb5d3+_0x20de67),_0x597c89=await fetch(_0x4b6dfe,{'method':'POST','headers':_0x5cfcd6,'body':JSON[_0x28772e(0x1a3)]({'input':_0x412a18,'model':_0x2d44d8}),'signal':_0x5af437});if(!_0x597c89['ok']){const _0x143b1c=await _0x597c89['text']();throw new Error(_0x28772e(0x1d2)+_0x597c89['status']+':\x20'+_0x143b1c);}const _0x32bbf1=await _0x597c89[_0x28772e(0x17b)]();_0x52c9ad[_0x28772e(0x21e)](..._0x32bbf1[_0x28772e(0x173)][_0x28772e(0x227)](_0x5e6d58=>_0x5e6d58[_0x28772e(0x22c)])),_0x2cb5d3+_0x20de67<_0x4859fe['length']&&await new Promise(_0x2d8453=>setTimeout(_0x2d8453,0xc8));}return _0x52c9ad;}async function queryVectors(_0x149671){const _0x10afd3=_0x3ed94e;console[_0x10afd3(0x22b)]('[翰林院-日志]\x20开始向量查询\x20(采用最终API交互模式)...');const _0x4ccec5=await getCollectionId();console[_0x10afd3(0x22b)](_0x10afd3(0x1da)+_0x4ccec5);const _0x427f03=(await getEmbeddings([_0x149671]))[0x0],_0x11f9eb={'collectionId':_0x4ccec5,'searchText':_0x149671,'topK':settings[_0x10afd3(0x223)][_0x10afd3(0x18f)],'threshold':settings[_0x10afd3(0x223)][_0x10afd3(0x1fa)],'source':_0x10afd3(0x166),'embeddings':{[_0x149671]:_0x427f03}};console[_0x10afd3(0x22b)](_0x10afd3(0x16a),JSON[_0x10afd3(0x1a3)](_0x11f9eb,null,0x2));const _0x245004=await fetch(_0x10afd3(0x220),{'method':_0x10afd3(0x1eb),'headers':context['getRequestHeaders'](),'body':JSON['stringify'](_0x11f9eb)});console[_0x10afd3(0x22b)](_0x10afd3(0x1d0)+_0x245004[_0x10afd3(0x216)]);if(!_0x245004['ok']){const _0x5e8a2c=await _0x245004[_0x10afd3(0x1bc)]();console['error'](_0x10afd3(0x20b),_0x5e8a2c);throw new Error(_0x10afd3(0x191)+_0x245004[_0x10afd3(0x216)]+':\x20'+_0x5e8a2c);}const _0x488f4f=await _0x245004[_0x10afd3(0x17b)]();console[_0x10afd3(0x22b)](_0x10afd3(0x175),_0x488f4f);const _0x197280=_0x488f4f[_0x10afd3(0x189)]||_0x488f4f['results']||_0x488f4f[_0x10afd3(0x173)]||[];return console['log'](_0x10afd3(0x174)+_0x197280[_0x10afd3(0x1ca)]+_0x10afd3(0x1f7)),_0x197280;}async function insertVectors(_0xbae44f,_0x7ff9ad=null,_0x57072a){const _0xeac383=_0x3ed94e;if(!_0x57072a){console['error'](_0xeac383(0x16c)),_0x57072a=await getCollectionId();if(!_0x57072a)throw new Error(_0xeac383(0x1ea));}if(_0xbae44f[_0xeac383(0x1ca)]===0x0)return{'success':!![],'count':0x0};const _0x54af99=_0xbae44f[_0xeac383(0x227)]((_0x1df100,_0x42add0)=>({'hash':generateHash(_0x1df100[_0xeac383(0x1bc)]+Date[_0xeac383(0x187)]()+_0x42add0),'text':_0x1df100[_0xeac383(0x1bc)],'metadata':_0x1df100[_0xeac383(0x189)]||{'source':_0xeac383(0x228),'timestamp':new Date()[_0xeac383(0x1f6)]()}})),_0x2b5d45=_0x54af99['reduce']((_0x9ed977,_0x45218b,_0x1ff36c)=>{const _0x3a3377=_0xeac383;return _0x9ed977[_0x45218b[_0x3a3377(0x1bc)]]=_0xbae44f[_0x1ff36c][_0x3a3377(0x22e)],_0x9ed977;},{}),_0x21d8fe={'collectionId':_0x57072a,'items':_0x54af99,'source':_0xeac383(0x166),'embeddings':_0x2b5d45},_0x3ca66e=await fetch(_0xeac383(0x19a),{'method':_0xeac383(0x1eb),'headers':context[_0xeac383(0x18a)](),'body':JSON[_0xeac383(0x1a3)](_0x21d8fe),'signal':_0x7ff9ad});if(!_0x3ca66e['ok']){const _0x5537c1=await _0x3ca66e[_0xeac383(0x1bc)]();console[_0xeac383(0x1be)](_0xeac383(0x20d),_0x5537c1);throw new Error('忆识存入API错误\x20'+_0x3ca66e[_0xeac383(0x216)]+':\x20'+_0x5537c1);}return{'success':!![],'count':_0x54af99['length']};}async function testApiConnection(){const _0x47ec94=_0x3ed94e;await getEmbeddings([_0x47ec94(0x195)]);}async function getVectorCount(){const _0x22e980=_0x3ed94e;console[_0x22e980(0x22b)]('[翰林院-日志]\x20开始获取向量总数...');const _0x3bd06d=await getCollectionId();console[_0x22e980(0x22b)]('[翰林院-日志]\x20统计目标集合ID:\x20'+_0x3bd06d);const _0x2445d7={'collectionId':_0x3bd06d,'source':'webllm','embeddings':{}};console[_0x22e980(0x22b)](_0x22e980(0x1b5),JSON['stringify'](_0x2445d7,null,0x2));const _0x47ea99=await fetch(_0x22e980(0x1a5),{'method':_0x22e980(0x1eb),'headers':context[_0x22e980(0x18a)](),'body':JSON['stringify'](_0x2445d7)});console[_0x22e980(0x22b)](_0x22e980(0x1c0)+_0x47ea99['status']);if(!_0x47ea99['ok']){const _0x79b46d=await _0x47ea99['text']();return console[_0x22e980(0x1be)](_0x22e980(0x21a),_0x79b46d),0x0;}const _0x1224e6=await _0x47ea99[_0x22e980(0x17b)]();let _0x29be12=0x0;if(Array['isArray'](_0x1224e6))_0x29be12=_0x1224e6[_0x22e980(0x1ca)];else _0x1224e6&&_0x1224e6['hashes']&&(_0x29be12=_0x1224e6[_0x22e980(0x196)][_0x22e980(0x1ca)]);return console[_0x22e980(0x22b)](_0x22e980(0x1e1)+_0x29be12),_0x29be12;}async function purgeStorage(_0x49bd61=null){const _0x3a0952=_0x3ed94e;console[_0x3a0952(0x22b)](_0x3a0952(0x1ce));const _0x38ec16=_0x49bd61||await getCollectionId();if(!_0x38ec16)return console['error']('[翰林院-日志]\x20无法确定要清空的目标集合ID。'),toastr[_0x3a0952(0x1be)](_0x3a0952(0x1e6)),![];console[_0x3a0952(0x22b)]('[翰林院-日志]\x20清空目标集合ID:\x20'+_0x38ec16);const _0x21babf={'collectionId':_0x38ec16};console[_0x3a0952(0x22b)](_0x3a0952(0x1d5),JSON[_0x3a0952(0x1a3)](_0x21babf,null,0x2));const _0x4eedfb=await fetch('/api/vector/purge',{'method':_0x3a0952(0x1eb),'headers':context['getRequestHeaders'](),'body':JSON[_0x3a0952(0x1a3)](_0x21babf)});console[_0x3a0952(0x22b)](_0x3a0952(0x226)+_0x4eedfb[_0x3a0952(0x216)]);if(!_0x4eedfb['ok']){const _0x54fe45=await _0x4eedfb['text']();console[_0x3a0952(0x1be)]('[翰林院-日志]\x20清空宝库API错误:',_0x54fe45);}else console[_0x3a0952(0x22b)](_0x3a0952(0x1e4));return _0x4eedfb['ok'];}function getMessagesForCondensation(_0x5d4e34=null){const _0x51f772=_0x3ed94e;if(!settings[_0x51f772(0x1a7)]['enabled'])return showNotification(_0x51f772(0x1f5),_0x51f772(0x1e0)),[];const {layerStart:_0x3634e6,layerEnd:_0xf62c70}=settings[_0x51f772(0x1a7)],_0x65d3b1=_0x5d4e34||settings[_0x51f772(0x1a7)]['messageTypes'],_0x85da4=context[_0x51f772(0x19b)][_0x51f772(0x1ca)],_0x111531=Math[_0x51f772(0x203)](0x0,_0x3634e6-0x1),_0x197b9e=_0xf62c70===0x0||_0xf62c70>_0x85da4?_0x85da4:Math[_0x51f772(0x1cc)](_0x85da4,_0xf62c70),_0xcec780=context[_0x51f772(0x19b)][_0x51f772(0x1aa)](_0x111531,_0x197b9e);return _0xcec780[_0x51f772(0x1b6)](_0x1a0ce6=>{const _0x4ec95e=_0x51f772,_0x112568=_0x1a0ce6['is_user']===!![],_0x231d20=_0x1a0ce6[_0x4ec95e(0x1c4)]===![];if(!_0x1a0ce6['mes']||!_0x1a0ce6[_0x4ec95e(0x211)]['trim']())return![];return _0x65d3b1['user']&&_0x112568||_0x65d3b1['ai']&&_0x231d20;});}async function processCondensation(_0x3e45b2,_0x2d5eb5=()=>{},_0x181ba2=null){const _0x33fa31=_0x3ed94e;if(!_0x3e45b2||_0x3e45b2[_0x33fa31(0x1ca)]===0x0)return{'success':![],'error':'No\x20messages\x20to\x20process.'};try{let _0xc65cb1=await getCollectionId();const _0x2956ce=getCollectionIdInfo();if(_0x2956ce['oldId']&&_0x2956ce[_0x33fa31(0x193)]===_0xc65cb1&&_0x2956ce[_0x33fa31(0x193)]!==_0x2956ce[_0x33fa31(0x215)]){const _0x365a7c=confirm(_0x33fa31(0x171));if(_0x365a7c)_0x2d5eb5(_0x33fa31(0x222)+_0x2956ce[_0x33fa31(0x193)],_0x33fa31(0x1d4)),await purgeStorage(_0x2956ce[_0x33fa31(0x193)]),_0xc65cb1=_0x2956ce[_0x33fa31(0x215)],_0x2d5eb5(_0x33fa31(0x1b4)+_0xc65cb1,_0x33fa31(0x17d));else return _0x2d5eb5(_0x33fa31(0x1a1),_0x33fa31(0x188)),toastr['info'](_0x33fa31(0x161)),{'success':![],'error':'用户取消了迁移操作'};}if(!_0xc65cb1)throw new Error(_0x33fa31(0x18c));_0x2d5eb5('[翰林院-核心]\x20凝识任务已锁定忆识宝库ID:\x20'+_0xc65cb1,_0x33fa31(0x188));const _0x3830c5=[],_0x14339e=context[_0x33fa31(0x19b)],{chunkSize:_0xf48cb5,overlap:_0x127f09}=settings[_0x33fa31(0x223)];for(const _0x27a7da of _0x3e45b2){const _0x503852=(_0x27a7da[_0x33fa31(0x211)]||'')[_0x33fa31(0x1e9)](/<[^>]*>/g,'')[_0x33fa31(0x1b9)]();if(_0x503852[_0x33fa31(0x1ca)]===0x0)continue;const _0x4f1dca=_0x14339e[_0x33fa31(0x1bf)](_0x3ad860=>_0x3ad860===_0x27a7da),_0x29a377=_0x4f1dca!==-0x1?_0x4f1dca+0x1:-0x1,_0x2715a5={'source':'chat_history','sourceName':_0x33fa31(0x17c)+_0x29a377,'floor':_0x29a377,'is_user':_0x27a7da[_0x33fa31(0x1c4)],'timestamp':new Date(_0x27a7da[_0x33fa31(0x179)])['toISOString']()};let _0x48ed04=0x0;while(_0x48ed04<_0x503852[_0x33fa31(0x1ca)]){const _0x102290=Math[_0x33fa31(0x1cc)](_0x48ed04+_0xf48cb5,_0x503852[_0x33fa31(0x1ca)]),_0x12e3e8=_0x503852['substring'](_0x48ed04,_0x102290),_0x3364cd=_0x33fa31(0x204)+_0x2715a5[_0x33fa31(0x198)]+']\x0a'+_0x12e3e8+_0x33fa31(0x164);_0x3830c5[_0x33fa31(0x21e)]({'text':_0x3364cd,'metadata':_0x2715a5}),_0x48ed04+=_0xf48cb5-_0x127f09;if(_0x48ed04>=_0x503852['length'])break;}}if(_0x3830c5[_0x33fa31(0x1ca)]===0x0)return{'success':!![],'count':0x0};_0x2d5eb5(_0x33fa31(0x21b)+_0x3e45b2[_0x33fa31(0x1ca)]+_0x33fa31(0x1a8)+_0x3830c5[_0x33fa31(0x1ca)]+_0x33fa31(0x190),_0x33fa31(0x188));const _0x152cc6=settings[_0x33fa31(0x1c2)][_0x33fa31(0x180)]||0x5;let _0xdc4dd=0x0;for(let _0x2dc160=0x0;_0x2dc160<_0x3830c5['length'];_0x2dc160+=_0x152cc6){const _0x4f8d33=_0x3830c5[_0x33fa31(0x1aa)](_0x2dc160,_0x2dc160+_0x152cc6),_0x45780d=_0x4f8d33['map'](_0x1f6a16=>_0x1f6a16['text']),_0x13b742=await getEmbeddings(_0x45780d);if(_0x4f8d33['length']!==_0x13b742[_0x33fa31(0x1ca)])throw new Error(_0x33fa31(0x219));const _0x170141=_0x4f8d33[_0x33fa31(0x227)]((_0x4e89d7,_0x1f59fa)=>({..._0x4e89d7,'vector':_0x13b742[_0x1f59fa]}));await insertVectors(_0x170141,null,_0xc65cb1),_0xdc4dd+=_0x4f8d33[_0x33fa31(0x1ca)];}if(_0x181ba2){const _0x41c943=_0x181ba2[_0x33fa31(0x160)]===0x0?context[_0x33fa31(0x19b)][_0x33fa31(0x1ca)]:_0x181ba2[_0x33fa31(0x160)];settings['condensationHistory'][_0xc65cb1]={'start':_0x181ba2[_0x33fa31(0x1ec)],'end':_0x41c943,'timestamp':new Date()[_0x33fa31(0x1f6)]()},saveSettings(),_0x2d5eb5(_0x33fa31(0x201)+_0xc65cb1+_0x33fa31(0x1b0)+_0x181ba2[_0x33fa31(0x1ec)]+'-'+_0x41c943,'info');}_0x2d5eb5('[翰林院-核心]\x20聊天记录凝识完成，成功插入\x20'+_0xdc4dd+_0x33fa31(0x20f),_0x33fa31(0x17d));const _0x4dcf36=_0x3e45b2[_0x33fa31(0x227)](_0x95965=>{const _0x4f075b=_0x33fa31,_0x4bfb1f=_0x14339e[_0x4f075b(0x1bf)](_0x3197ff=>_0x3197ff===_0x95965),_0x138b98=_0x4bfb1f!==-0x1?_0x4bfb1f+0x1:-0x1,_0x1d40e8=_0x95965[_0x4f075b(0x1c4)]?'用户':getCharacterName()||'AI';return'['+_0x1d40e8+_0x4f075b(0x22f)+_0x138b98+_0x4f075b(0x1ed);});return{'success':!![],'count':_0xdc4dd,'messages':_0x4dcf36};}catch(_0x4da02d){return console[_0x33fa31(0x1be)](_0x33fa31(0x1d9),_0x4da02d),_0x2d5eb5(_0x33fa31(0x1cd)+_0x4da02d['message'],_0x33fa31(0x1be)),{'success':![],'error':_0x4da02d['message']};}}async function rerankResults(_0x53b2cb,_0x4eddd0,_0x584baf){const _0x35536f=_0x3ed94e;let _0x45c30f=_0x53b2cb;if(_0x584baf[_0x35536f(0x218)][_0x35536f(0x22a)]&&_0x53b2cb[_0x35536f(0x1ca)]>0x0){console['log'](_0x35536f(0x172));try{const _0x560db6=_0x53b2cb['map']((_0x47f487,_0x255122)=>({'text':_0x47f487[_0x35536f(0x1bc)],'original_index':_0x255122})),_0x168c2c=getRerankBaseUrl(_0x584baf['rerank'][_0x35536f(0x167)]),_0x51b3ef=_0x168c2c+_0x35536f(0x1dc),_0xc70768=await fetch(_0x51b3ef,{'method':_0x35536f(0x1eb),'headers':{'Content-Type':_0x35536f(0x1c3),'Authorization':_0x35536f(0x1a0)+_0x584baf['rerank'][_0x35536f(0x1a6)]},'body':JSON[_0x35536f(0x1a3)]({'query':_0x4eddd0,'documents':_0x560db6[_0x35536f(0x227)](_0x265e02=>_0x265e02[_0x35536f(0x1bc)]),'model':_0x584baf['rerank'][_0x35536f(0x16d)],'top_n':_0x584baf[_0x35536f(0x218)][_0x35536f(0x1e5)]})});if(!_0xc70768['ok'])throw new Error(_0x35536f(0x1e8)+_0xc70768[_0x35536f(0x216)]+_0x35536f(0x16f)+await _0xc70768[_0x35536f(0x1bc)]());const _0x323bb1=await _0xc70768[_0x35536f(0x17b)](),_0x2a0526=_0x53b2cb[_0x35536f(0x227)]((_0x24a7e7,_0x3cd285)=>({..._0x24a7e7,'original_index':_0x3cd285}));_0x45c30f=_0x2a0526[_0x35536f(0x227)](_0xc46f23=>{const _0x1d31de=_0x35536f,_0x178f2c=_0x323bb1[_0x1d31de(0x1d1)][_0x1d31de(0x221)](_0x5e3507=>_0x5e3507[_0x1d31de(0x20c)]===_0xc46f23['original_index']),_0x42b4b9=_0x178f2c?_0x178f2c['relevance_score']:0x0;return{..._0xc46f23,'rerank_score':_0x42b4b9};});if(_0x584baf[_0x35536f(0x218)]['notify'])showNotification(_0x35536f(0x1f0),_0x35536f(0x17d));}catch(_0x229af7){console[_0x35536f(0x1be)](_0x35536f(0x21f),_0x229af7);if(_0x584baf['rerank'][_0x35536f(0x16e)])showNotification(_0x35536f(0x1e7)+_0x229af7['message'],'error');_0x45c30f['forEach'](_0x3b75ae=>_0x3b75ae['rerank_score']=0x0);}}else _0x45c30f['forEach'](_0xd7f81c=>_0xd7f81c[_0x35536f(0x1e3)]=0x0);console[_0x35536f(0x22b)]('[翰林院-Rerank]\x20开始元数据加权最终排序...');const _0xfed83f=context[_0x35536f(0x19b)]['length'],_0x218630=_0x584baf[_0x35536f(0x218)]['hybrid_alpha'],_0x17d636=_0x45c30f[_0x35536f(0x227)](_0x3b5df2=>{const _0x2d5acf=_0x35536f;let _0x10b7e5=0x1;const _0x5ac42f=_0x3b5df2[_0x2d5acf(0x189)]||{};switch(_0x5ac42f[_0x2d5acf(0x19e)]){case'lorebook':_0x10b7e5*=1.2;break;case _0x2d5acf(0x194):_0x10b7e5*=1.1;break;case _0x2d5acf(0x1cf):if(_0x5ac42f[_0x2d5acf(0x15f)]&&_0xfed83f>0x0){const _0x5b6c19=_0x5ac42f['floor']/_0xfed83f;_0x10b7e5*=0x1+_0x5b6c19;}break;}const _0x1fd074=_0x3b5df2['rerank_score']*_0x218630+(_0x3b5df2[_0x2d5acf(0x1f3)]||0x0)*(0x1-_0x218630),_0x40fee6=_0x1fd074*_0x10b7e5;return{..._0x3b5df2,'final_score':_0x40fee6};});return _0x17d636['sort']((_0x565ca6,_0x233956)=>(_0x233956['final_score']||0x0)-(_0x565ca6[_0x35536f(0x199)]||0x0)),console[_0x35536f(0x22b)](_0x35536f(0x1ac)),_0x17d636['slice'](0x0,_0x584baf[_0x35536f(0x218)][_0x35536f(0x1e5)]);}async function rearrangeChat(_0x378499,_0x5c228b,_0x46e209,_0x48ed55){const _0x2e8756=_0x3ed94e;setExtensionPrompt('HANLINYUAN_RAG','',settings['injection'][_0x2e8756(0x1e2)],settings[_0x2e8756(0x22d)][_0x2e8756(0x181)],![],settings['injection'][_0x2e8756(0x1fd)]);if(_0x48ed55===_0x2e8756(0x183)||!settings[_0x2e8756(0x1c2)][_0x2e8756(0x22a)])return;const _0x5b1f46=_0x378499[_0x2e8756(0x1aa)](-settings[_0x2e8756(0x223)]['queryMessageCount']);if(_0x5b1f46['length']===0x0)return;const _0x18257c=_0x5b1f46[_0x2e8756(0x227)](_0x4de8d1=>_0x4de8d1['mes'])['join']('\x20')[_0x2e8756(0x1e9)](/<[^>]*>/g,'')[_0x2e8756(0x1b9)]();if(!_0x18257c)return;try{const _0x34c3b9=await queryVectors(_0x18257c);if(_0x34c3b9[_0x2e8756(0x1ca)]===0x0)return;const _0x41a6c2=await rerankResults(_0x34c3b9,_0x18257c,settings);if(_0x41a6c2['length']===0x0)return;const _0x15b7d8=_0x41a6c2[_0x2e8756(0x227)](_0x5e3f08=>_0x5e3f08[_0x2e8756(0x1bc)])[_0x2e8756(0x1a4)]('\x0a\x0a'),_0xc15a54=settings[_0x2e8756(0x22d)][_0x2e8756(0x1b1)]['replace'](_0x2e8756(0x1c5),_0x15b7d8);setExtensionPrompt(_0x2e8756(0x1de),_0xc15a54,settings[_0x2e8756(0x22d)]['position'],settings['injection'][_0x2e8756(0x181)],![],settings['injection'][_0x2e8756(0x1fd)]);}catch(_0x35977c){console[_0x2e8756(0x1be)](_0x2e8756(0x1f8),_0x35977c);if(settings[_0x2e8756(0x1c2)]['notify'])showNotification(_0x2e8756(0x17e)+_0x35977c[_0x2e8756(0x17a)],_0x2e8756(0x1be));}}