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

'use strict';const _0x1cd2d7=_0xe42b;(function(_0x30ea5c,_0x4a3282){const _0x52a690=_0xe42b,_0x48f367=_0x30ea5c();while(!![]){try{const _0x6e1de7=-parseInt(_0x52a690(0x239))/0x1+parseInt(_0x52a690(0x199))/0x2*(parseInt(_0x52a690(0x183))/0x3)+-parseInt(_0x52a690(0x224))/0x4*(-parseInt(_0x52a690(0x229))/0x5)+parseInt(_0x52a690(0x176))/0x6*(-parseInt(_0x52a690(0x1a8))/0x7)+-parseInt(_0x52a690(0x1c2))/0x8+-parseInt(_0x52a690(0x195))/0x9+parseInt(_0x52a690(0x19a))/0xa;if(_0x6e1de7===_0x4a3282)break;else _0x48f367['push'](_0x48f367['shift']());}catch(_0x1c16fb){_0x48f367['push'](_0x48f367['shift']());}}}(_0x2d0a,0x28041));import{extension_prompt_roles,setExtensionPrompt}from'/script.js';import*as _0x215c17 from'./utils/context-utils.js';import{getCollectionIdInfo,getCharacterId,getCharacterStableId}from'./utils/context-utils.js';import{defaultSettings as _0x24e517}from'./rag-settings.js';import*as _0x55731b from'./ingestion-manager.js';import{getEmbeddings,fetchEmbeddingModels as _0x43083b,fetchRerankModels as _0xbd2ece,executeRerank,testApiConnection as _0x4e38d5}from'./rag-api.js';const MODULE_NAME='hanlinyuan-rag-core',OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME=_0x1cd2d7(0x230);let context=null,settings=null,lockedCollectionId=null;export{initialize,getSettings,saveSettings,resetSettings,_0x4e38d5 as testApiConnection,_0x43083b as fetchEmbeddingModels,_0xbd2ece as fetchRerankModels,getVectorCount,purgeStorage,getMessagesForCondensation,processCondensation,ingestTextToHanlinyuan,getCollectionId,toggleSessionLock,isSessionLocked,getLockedSessionInfo,addKnowledgeBase,removeKnowledgeBase,getKnowledgeBases,toggleKnowledgeBase};function initialize(){const _0x3cc720=_0x1cd2d7;context=SillyTavern[_0x3cc720(0x1e0)]();if(!context){console[_0x3cc720(0x186)](_0x3cc720(0x1b1));return;}settings=getSettings(),!window['hanlinyuanRagProcessor']&&(window[_0x3cc720(0x175)]={}),window[_0x3cc720(0x175)][_0x3cc720(0x1f1)]=rearrangeChat,window[_0x3cc720(0x175)][_0x3cc720(0x1f8)]=!![],console[_0x3cc720(0x189)](_0x3cc720(0x1d0));}async function ingestTextToHanlinyuan(_0x13c196,_0xafb920=_0x1cd2d7(0x19c),_0xe77aaa={},_0x1f81b0=()=>{},_0x1ce4a9=null,_0x5aec60=()=>{},_0x424ca0=()=>{},_0x5f4ffe=null,_0x5d8fca=0x0){const _0x1e2877=_0x1cd2d7;if(!_0x13c196||!_0x13c196[_0x1e2877(0x190)]())return{'success':![],'error':_0x1e2877(0x166)};if(!settings)return{'success':![],'error':'核心未初始化'};try{const _0x38c6ce=getCollectionIdInfo(),_0x3983f7=await _0x10bd47();if(_0x38c6ce[_0x1e2877(0x235)]&&_0x38c6ce['oldId']===_0x3983f7&&_0x38c6ce[_0x1e2877(0x235)]!==_0x38c6ce[_0x1e2877(0x164)]){const _0x579910=confirm(_0x1e2877(0x1b3));if(_0x579910)_0x5aec60(_0x1e2877(0x1de)+_0x38c6ce[_0x1e2877(0x235)],'warn'),await purgeStorage(_0x38c6ce[_0x1e2877(0x235)]),_0x5aec60(_0x1e2877(0x221),_0x1e2877(0x1c0));else return _0x5aec60('[翰林院-迁移]\x20用户取消了迁移操作。','info'),toastr['info'](_0x1e2877(0x1be)),{'success':![],'error':_0x1e2877(0x168)};}let _0x146e48,_0x196bfb;const _0x188acc=new Date()['toLocaleString'](_0x1e2877(0x23f),{'hour12':![]}),_0x36f6d6=getCharacterName()||_0x1e2877(0x1df);switch(_0xafb920){case'chat_history':const _0x1ad3ed=_0xe77aaa[_0x1e2877(0x1f4)]||{},_0x26a48a=_0x1ad3ed[_0x1e2877(0x1e9)]??'?',_0x254e16=_0x1ad3ed[_0x1e2877(0x18f)]===0x0?'末':_0x1ad3ed['end']??'?';_0x146e48=_0x36f6d6+':\x20'+_0x26a48a+'楼-'+_0x254e16+'楼';break;case _0x1e2877(0x209):const _0x1ec3ea=_0xe77aaa['bookName']||'未分类世界书',_0xc3d390=_0xe77aaa[_0x1e2877(0x211)]||_0x1e2877(0x1bf);_0x146e48=_0x1ec3ea+':\x20'+_0xc3d390;break;case _0x1e2877(0x1f3):_0x146e48=_0x1e2877(0x216)+(_0xe77aaa[_0x1e2877(0x1e3)]||_0x1e2877(0x231));break;case _0x1e2877(0x19c):default:_0x146e48=_0x1e2877(0x1d9)+_0x188acc;break;}const _0x173776=Object[_0x1e2877(0x1dd)](getKnowledgeBases()),_0x5a33e7=_0x173776[_0x1e2877(0x21f)](_0xcf0658=>_0xcf0658[_0x1e2877(0x218)]===_0x146e48);if(_0x5a33e7)_0x196bfb=_0x5a33e7['id'],_0x5aec60('[翰林院-核心]\x20检测到同名知识库\x20\x22'+_0x146e48+_0x1e2877(0x172),_0x1e2877(0x20e));else{_0x5aec60(_0x1e2877(0x1e6)+_0x146e48+_0x1e2877(0x1e1),'info');const _0x1e997a=addKnowledgeBase(_0x146e48);_0x196bfb=_0x1e997a['id'];}const _0x1fed2c=getCharacterStableId(),_0x2d1f29=_0x1fed2c+'_'+_0x196bfb;_0x5aec60('[翰林院-核心]\x20已创建并锁定知识库:\x20'+_0x146e48+_0x1e2877(0x1f9)+_0x2d1f29+')',_0x1e2877(0x1c0)),_0x5aec60('[翰林院-核心]\x20已锁定忆识宝库ID:\x20'+_0x2d1f29,_0x1e2877(0x20e)),_0x1f81b0({'message':'正在智能分块...','processed':0x0,'total':0x1});const _0x55aabf=splitIntoChunks(_0x13c196,_0xafb920,_0xe77aaa),_0x53f4d9=_0x55aabf['length'];if(_0x1ce4a9?.[_0x1e2877(0x1d2)])throw new Error(_0x1e2877(0x200));_0x5aec60(_0x1e2877(0x16c)+_0x146e48+_0x1e2877(0x1c5)+_0x53f4d9+_0x1e2877(0x1e4),'info');if(_0x53f4d9===0x0)return{'success':!![],'count':0x0};const _0x33e8ba=settings['retrieval']['batchSize']||0x5;let _0x4311f4=_0x5d8fca;for(let _0x197b41=_0x5d8fca;_0x197b41<_0x53f4d9;_0x197b41+=_0x33e8ba){if(_0x1ce4a9?.['aborted'])throw new Error('AbortError');const _0x5f3540=_0x55aabf[_0x1e2877(0x206)](_0x197b41,_0x197b41+_0x33e8ba);_0x1f81b0({'message':_0x1e2877(0x232)+(_0x197b41+0x1)+'-'+(_0x197b41+_0x5f3540[_0x1e2877(0x1fb)])+'\x20块','processed':_0x197b41,'total':_0x53f4d9});const _0x347f13=_0x5f3540[_0x1e2877(0x18d)](_0x79d61a=>_0x79d61a['text']),_0xeab248=await getEmbeddings(_0x347f13,_0x1ce4a9);if(_0x1ce4a9?.[_0x1e2877(0x1d2)])throw new Error(_0x1e2877(0x200));if(_0x5f3540[_0x1e2877(0x1fb)]!==_0xeab248['length'])throw new Error(_0x1e2877(0x1d5));const _0x4e4c4e=_0x5f3540[_0x1e2877(0x18d)]((_0x4b35fb,_0x237ba4)=>({..._0x4b35fb,'vector':_0xeab248[_0x237ba4]}));await insertVectors(_0x4e4c4e,_0x1ce4a9,_0x2d1f29),_0x4311f4+=_0x5f3540['length'],_0x5f4ffe&&_0x55731b['saveProgress'](_0x5f4ffe,_0x4311f4,_0x53f4d9),_0x424ca0();}return _0x5f4ffe&&_0x55731b[_0x1e2877(0x193)](_0x5f4ffe),_0x5aec60(_0x1e2877(0x1d3)+_0x4311f4+'\x20个向量条目。',_0x1e2877(0x1c0)),{'success':!![],'count':_0x4311f4};}catch(_0x4f8584){if(_0x4f8584[_0x1e2877(0x218)]==='AbortError'){_0x5aec60(_0x1e2877(0x1cd),'warn');throw _0x4f8584;}return console[_0x1e2877(0x186)](_0x1e2877(0x1a6),_0x4f8584),_0x5aec60(_0x1e2877(0x1f7)+_0x4f8584['message'],_0x1e2877(0x186)),{'success':![],'error':_0x4f8584[_0x1e2877(0x233)]};}}function getSettings(){const _0x575b85=_0x1cd2d7;if(!context||!context[_0x575b85(0x167)])return structuredClone(_0x24e517);let _0x635ada=context['extensionSettings'][MODULE_NAME];!_0x635ada&&(_0x635ada={},context[_0x575b85(0x167)][MODULE_NAME]=_0x635ada);_0x635ada[_0x575b85(0x1ee)]===undefined&&(_0x635ada[_0x575b85(0x1ee)]={});_0x635ada[_0x575b85(0x1ec)]===undefined&&(_0x635ada[_0x575b85(0x1ec)]={});for(const _0xa8e2c in _0x24e517){if(_0x635ada[_0xa8e2c]===undefined)_0x635ada[_0xa8e2c]=structuredClone(_0x24e517[_0xa8e2c]);else{if(typeof _0x24e517[_0xa8e2c]===_0x575b85(0x1a2)&&!Array[_0x575b85(0x223)](_0x24e517[_0xa8e2c])&&_0x24e517[_0xa8e2c]!==null)for(const _0x41624c in _0x24e517[_0xa8e2c]){_0x635ada[_0xa8e2c][_0x41624c]===undefined&&(_0x635ada[_0xa8e2c][_0x41624c]=_0x24e517[_0xa8e2c][_0x41624c]);}}}return _0x635ada;}function saveSettings(){const _0x335b69=_0x1cd2d7;if(context)context[_0x335b69(0x225)]();}function resetSettings(){const _0x2d8481=_0x1cd2d7;context&&(context[_0x2d8481(0x167)][MODULE_NAME]=structuredClone(_0x24e517),saveSettings());}function showNotification(_0x2c5299,_0x27ecfc=_0x1cd2d7(0x20e)){toastr[_0x27ecfc](_0x2c5299);}function getTagForSource(_0x1bdf27){const _0x27333c=_0x1cd2d7;switch(_0x1bdf27){case'chat_history':return _0x27333c(0x220);case'lorebook':return _0x27333c(0x1cc);case _0x27333c(0x19c):return _0x27333c(0x16a);case'novel':return _0x27333c(0x1ef);default:return'资料';}}function splitIntoChunks(_0xe44590,_0x3dbc7e,_0x1da515={}){const _0x3e1618=_0x1cd2d7;switch(_0x3dbc7e){case _0x3e1618(0x1f3):return _chunkForNovel(_0xe44590,_0x1da515);case _0x3e1618(0x16d):return _chunkForChatHistory(_0xe44590,_0x1da515);case'lorebook':return _chunkForLorebook(_0xe44590,_0x1da515);case _0x3e1618(0x19c):return _chunkForManual(_0xe44590,_0x1da515);default:console[_0x3e1618(0x22a)](_0x3e1618(0x1a1)+_0x3dbc7e+'\x27，使用通用分块逻辑。');return _chunkForManual(_0xe44590,{..._0x1da515,'sourceName':_0x1da515[_0x3e1618(0x1e3)]||_0x3e1618(0x22b)});}}function _chunkForNovel(_0x5e9d06,_0x3306be){const _0x3dd368=_0x1cd2d7,{chunkSize:_0x561e8b,overlap:_0x458acb}=settings[_0x3dd368(0x197)],{sourceName:sourceName='小说'}=_0x3306be,_0x3711d0=[];if(!_0x5e9d06||_0x561e8b<=0x0)return _0x3711d0;const _0x3cbfd3=/(第\s*[一二三四五六七八九十百千万零\d]+\s*卷)/gim,_0x32b49b=/(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 _0x4019d6=0x0;const _0x19a95b=_0x5e9d06[_0x3dd368(0x1ca)]('\x0a');let _0x605e03=_0x3dd368(0x174),_0x3ff47d=_0x3dd368(0x19e),_0x1da6ed=[];function _0x1fc5bb(){const _0x3703f2=_0x3dd368;if(_0x1da6ed[_0x3703f2(0x1fb)]===0x0)return;const _0x4bfe8d=_0x1da6ed[_0x3703f2(0x238)]('\x0a');let _0x3bf8bb=0x0,_0x366ce6=0x1;while(_0x3bf8bb<_0x4bfe8d[_0x3703f2(0x1fb)]){const _0x268353=Math[_0x3703f2(0x1fc)](_0x3bf8bb+_0x561e8b,_0x4bfe8d[_0x3703f2(0x1fb)]),_0x53ecce=_0x4bfe8d['substring'](_0x3bf8bb,_0x268353);if(_0x53ecce[_0x3703f2(0x190)]()[_0x3703f2(0x1fb)]>0x0){const _0x52c7de={'source':'novel','sourceName':sourceName,'timestamp':new Date()[_0x3703f2(0x1bd)](),'globalIndex':_0x4019d6++,'volume':_0x605e03,'chapter':_0x3ff47d,'section':_0x366ce6},_0x4afeff=getTagForSource(_0x3703f2(0x1f3)),_0x4d6e8c=_0x3703f2(0x23a)+sourceName+',\x20'+_0x605e03+',\x20'+_0x3ff47d+_0x3703f2(0x1e7)+_0x366ce6+'节]',_0x4ca8be='<'+_0x4afeff+'>\x0a'+_0x4d6e8c+'\x0a'+_0x53ecce+_0x3703f2(0x21d)+_0x4afeff+'>';_0x3711d0[_0x3703f2(0x179)]({'text':_0x4ca8be,'metadata':_0x52c7de}),_0x366ce6++;}_0x3bf8bb+=_0x561e8b-_0x458acb;if(_0x3bf8bb>=_0x4bfe8d[_0x3703f2(0x1fb)])break;}_0x1da6ed=[];}for(const _0x474a17 of _0x19a95b){const _0x509314=_0x474a17['trim']();if(_0x3cbfd3[_0x3dd368(0x1ba)](_0x509314))_0x1fc5bb(),_0x605e03=_0x509314,_0x3ff47d='第1章';else _0x32b49b[_0x3dd368(0x1ba)](_0x509314)?(_0x1fc5bb(),_0x3ff47d=_0x509314):_0x1da6ed['push'](_0x474a17);}_0x1fc5bb();if(_0x3711d0[_0x3dd368(0x1fb)]===0x0&&_0x5e9d06[_0x3dd368(0x1fb)]>0x0){let _0x1332c4=0x0,_0x15ba3a=0x1;while(_0x1332c4<_0x5e9d06[_0x3dd368(0x1fb)]){const _0x4fa2b4=Math[_0x3dd368(0x1fc)](_0x1332c4+_0x561e8b,_0x5e9d06[_0x3dd368(0x1fb)]),_0x1e0f85=_0x5e9d06[_0x3dd368(0x23e)](_0x1332c4,_0x4fa2b4),_0x536ad3={'source':_0x3dd368(0x1f3),'sourceName':sourceName,'timestamp':new Date()[_0x3dd368(0x1bd)](),'globalIndex':_0x3711d0[_0x3dd368(0x1fb)],'volume':_0x3dd368(0x174),'chapter':_0x3dd368(0x19e),'section':_0x15ba3a},_0x445a5a=getTagForSource('novel'),_0x38626b=_0x3dd368(0x23a)+sourceName+_0x3dd368(0x202)+_0x15ba3a+'节]',_0x46e4a='<'+_0x445a5a+'>\x0a'+_0x38626b+'\x0a'+_0x1e0f85+'\x0a</'+_0x445a5a+'>';_0x3711d0['push']({'text':_0x46e4a,'metadata':_0x536ad3}),_0x15ba3a++,_0x1332c4+=_0x561e8b-_0x458acb;}}return _0x3711d0;}function _chunkForChatHistory(_0x404d0b,_0x40f426){const _0x5f39a6=_0x1cd2d7,{chunkSize:_0x9c0b7f,overlap:_0x164bfa}=settings[_0x5f39a6(0x197)],{floor:_0x34faca,is_user:_0x160a22,timestamp:_0x530b15}=_0x40f426,_0x53c9f5=[];if(!_0x404d0b||_0x9c0b7f<=0x0)return _0x53c9f5;let _0x537626=0x1,_0x27ce3c=0x0;while(_0x27ce3c<_0x404d0b[_0x5f39a6(0x1fb)]){const _0x528859=Math[_0x5f39a6(0x1fc)](_0x27ce3c+_0x9c0b7f,_0x404d0b[_0x5f39a6(0x1fb)]),_0x4fc114=_0x404d0b[_0x5f39a6(0x23e)](_0x27ce3c,_0x528859),_0x371649=_0x5f39a6(0x21e)+_0x34faca+',\x20第'+_0x537626+_0x5f39a6(0x1db),_0x1a5e4d=getTagForSource(_0x5f39a6(0x16d)),_0x5d0f7e='<'+_0x1a5e4d+'>\x0a'+_0x371649+'\x0a'+_0x4fc114+_0x5f39a6(0x21d)+_0x1a5e4d+'>';_0x53c9f5[_0x5f39a6(0x179)]({'text':_0x5d0f7e,'metadata':{'source':_0x5f39a6(0x16d),'sourceName':'聊天记录\x20#'+_0x34faca,'floor':_0x34faca,'part':_0x537626,'is_user':_0x160a22,'timestamp':_0x530b15}}),_0x537626++,_0x27ce3c+=_0x9c0b7f-_0x164bfa;if(_0x27ce3c>=_0x404d0b[_0x5f39a6(0x1fb)])break;}return _0x53c9f5;}function _0xe42b(_0x9ce9fe,_0x1dd6e2){const _0x2d0ab6=_0x2d0a();return _0xe42b=function(_0xe42b9b,_0xbaa28b){_0xe42b9b=_0xe42b9b-0x163;let _0x1d3824=_0x2d0ab6[_0xe42b9b];return _0x1d3824;},_0xe42b(_0x9ce9fe,_0x1dd6e2);}function _chunkForLorebook(_0x47894d,_0x41919c){const _0x7c55b6=_0x1cd2d7,{chunkSize:_0x3e4a47,overlap:_0x4675fd}=settings[_0x7c55b6(0x197)],{sourceName:sourceName=_0x7c55b6(0x244)}=_0x41919c,_0x52f79f=[];if(!_0x47894d||_0x3e4a47<=0x0)return _0x52f79f;let _0x4b6772=0x1,_0x1d0837=0x0;while(_0x1d0837<_0x47894d[_0x7c55b6(0x1fb)]){const _0x11fcd3=Math[_0x7c55b6(0x1fc)](_0x1d0837+_0x3e4a47,_0x47894d[_0x7c55b6(0x1fb)]),_0x5960c8=_0x47894d[_0x7c55b6(0x23e)](_0x1d0837,_0x11fcd3),_0x5789d3=_0x7c55b6(0x1c4)+sourceName+_0x7c55b6(0x1e7)+_0x4b6772+_0x7c55b6(0x1db),_0x35720f=getTagForSource(_0x7c55b6(0x209)),_0x31dc0d='<'+_0x35720f+'>\x0a'+_0x5789d3+'\x0a'+_0x5960c8+_0x7c55b6(0x21d)+_0x35720f+'>';_0x52f79f[_0x7c55b6(0x179)]({'text':_0x31dc0d,'metadata':{'source':_0x7c55b6(0x209),'sourceName':sourceName,'part':_0x4b6772,'timestamp':new Date()['toISOString']()}}),_0x4b6772++,_0x1d0837+=_0x3e4a47-_0x4675fd;if(_0x1d0837>=_0x47894d[_0x7c55b6(0x1fb)])break;}return _0x52f79f;}function _chunkForManual(_0x58890c,_0x47553d){const _0x456c9b=_0x1cd2d7,{chunkSize:_0x35840b,overlap:_0x25462a}=settings['advanced'],{sourceName:sourceName=_0x456c9b(0x16a)}=_0x47553d,_0x224924=[];if(!_0x58890c||_0x35840b<=0x0)return _0x224924;const _0x32a348=new Date(),_0x40a8da=_0x32a348[_0x456c9b(0x214)](_0x456c9b(0x23f));let _0xde0d7=0x1,_0x51b3f8=0x0;while(_0x51b3f8<_0x58890c[_0x456c9b(0x1fb)]){const 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lockedCollectionId!==null;}function getLockedSessionInfo(){const _0x10fbc1=_0x1cd2d7;if(!lockedCollectionId)return null;return{'id':lockedCollectionId,'name':_0x10fbc1(0x219)+lockedCollectionId['substring'](0x0,0x8)+_0x10fbc1(0x1ea)};}function getKnowledgeBases(){const _0x4dcc6f=_0x1cd2d7,_0x49833e=getCharacterStableId();return!settings[_0x4dcc6f(0x1ec)][_0x49833e]&&(settings['knowledgeBases'][_0x49833e]={}),settings[_0x4dcc6f(0x1ec)][_0x49833e];}function addKnowledgeBase(_0x4955af){const _0x4639de=_0x1cd2d7;if(!_0x4955af||!_0x4955af['trim']())throw new Error(_0x4639de(0x213));const _0x55900e=getCharacterStableId(),_0x3e7f53=getKnowledgeBases(),_0x3aaa95=_0x4639de(0x242)+Date[_0x4639de(0x1ce)]()+'_'+Math[_0x4639de(0x1e5)]()[_0x4639de(0x23c)](0x24)[_0x4639de(0x23e)](0x2,0x9),_0x48175c={'id':_0x3aaa95,'name':_0x4955af['trim'](),'enabled':!![],'createdAt':new Date()[_0x4639de(0x1bd)]()};return _0x3e7f53[_0x3aaa95]=_0x48175c,saveSettings(),console[_0x4639de(0x189)](_0x4639de(0x21c)+_0x55900e+_0x4639de(0x22e)+_0x4955af+_0x4639de(0x1b2)+_0x3aaa95+')'),_0x48175c;}async function removeKnowledgeBase(_0x2b3bc0){const _0x2d08ba=_0x1cd2d7,_0x27e4cb=getCharacterStableId(),_0x12f5e7=getKnowledgeBases(),_0x353559=_0x12f5e7[_0x2b3bc0]?.[_0x2d08ba(0x218)]||_0x2b3bc0;if(!_0x12f5e7[_0x2b3bc0]){console[_0x2d08ba(0x22a)](_0x2d08ba(0x243)+_0x2b3bc0);return;}const _0x468707=_0x27e4cb+'_'+_0x2b3bc0;console['log'](_0x2d08ba(0x1bc)+_0x2b3bc0+_0x2d08ba(0x1fe)+_0x468707);const _0x3a0589=await purgeStorage(_0x468707);_0x3a0589?(delete _0x12f5e7[_0x2b3bc0],saveSettings(),console[_0x2d08ba(0x189)](_0x2d08ba(0x19f)+_0x2b3bc0+_0x2d08ba(0x215)),toastr['success'](_0x2d08ba(0x180)+_0x353559+_0x2d08ba(0x18a))):(console[_0x2d08ba(0x186)]('[翰林院-核心]\x20清空向量集合\x20'+_0x468707+_0x2d08ba(0x20d)),toastr[_0x2d08ba(0x186)]('删除知识库失败，未能清空后端数据。'));}function toggleKnowledgeBase(_0x5bcfb3){const _0x47620e=_0x1cd2d7,_0x103e85=getKnowledgeBases();_0x103e85[_0x5bcfb3]&&(_0x103e85[_0x5bcfb3]['enabled']=!_0x103e85[_0x5bcfb3][_0x47620e(0x227)],saveSettings(),console[_0x47620e(0x189)](_0x47620e(0x1d7)+_0x5bcfb3+_0x47620e(0x245)+(_0x103e85[_0x5bcfb3]['enabled']?'启用':'禁用')));}function generateHash(_0x8a08ce){const _0x3520af=_0x1cd2d7;let _0x5ed9af=0x0;for(let _0x4cc712=0x0;_0x4cc712<_0x8a08ce['length'];_0x4cc712++){const _0xd81aab=_0x8a08ce['charCodeAt'](_0x4cc712);_0x5ed9af=(_0x5ed9af<<0x5)-_0x5ed9af+_0xd81aab,_0x5ed9af=_0x5ed9af&_0x5ed9af;}return Math[_0x3520af(0x17f)](_0x5ed9af)[_0x3520af(0x23c)](0x24);}async function queryVectors(_0xf2cffa){const _0x32c3ff=_0x1cd2d7;console[_0x32c3ff(0x189)](_0x32c3ff(0x19d));const _0x5ca1d5=getCharacterStableId(),_0x2a3e98=getKnowledgeBases(),_0x50c9fa=Object[_0x32c3ff(0x1dd)](_0x2a3e98)[_0x32c3ff(0x165)](_0x177301=>_0x177301[_0x32c3ff(0x227)]);if(_0x50c9fa['length']===0x0){console['log']('[翰林院-日志]\x20没有启用的新知识库，尝试查询旧版单体宝库...');const _0x5e21e8=await _0x10bd47();if(!_0x5e21e8)return[];_0x50c9fa[_0x32c3ff(0x179)]({'id':null,'name':_0x32c3ff(0x22f)});}const _0x4ba417=(await getEmbeddings([_0xf2cffa]))[0x0];let _0x1edaca=[];const _0x37a55b=_0x50c9fa['map'](_0x5d8f7d=>{const _0x23f5ed=_0x32c3ff,_0x1abc20=_0x5d8f7d['id']===null?_0x10bd47():Promise[_0x23f5ed(0x178)](_0x5ca1d5+'_'+_0x5d8f7d['id']);return _0x1abc20[_0x23f5ed(0x23d)](_0xca9154=>{const _0x9288ca=_0x23f5ed;if(!_0xca9154)return[];console[_0x9288ca(0x189)](_0x9288ca(0x1d6)+_0x5d8f7d[_0x9288ca(0x218)]+_0x9288ca(0x1b2)+_0xca9154+')');const _0x347999={'collectionId':_0xca9154,'searchText':_0xf2cffa,'topK':settings[_0x9288ca(0x197)][_0x9288ca(0x21a)],'threshold':settings[_0x9288ca(0x197)][_0x9288ca(0x1b8)],'source':_0x9288ca(0x192),'embeddings':{[_0xf2cffa]:_0x4ba417}};return fetch('/api/vector/query',{'method':'POST','headers':context[_0x9288ca(0x182)](),'body':JSON[_0x9288ca(0x1b5)](_0x347999)})[_0x9288ca(0x23d)](async _0x4a75b3=>{const 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_0x1edaca){_0x311584&&_0x311584[_0x32c3ff(0x18b)]&&!_0x18090e[_0x32c3ff(0x234)](_0x311584[_0x32c3ff(0x18b)])&&(_0x18090e[_0x32c3ff(0x207)](_0x311584[_0x32c3ff(0x18b)]),_0x12a38b[_0x32c3ff(0x179)](_0x311584));}return console['log']('[翰林院-日志]\x20去重后剩余\x20'+_0x12a38b[_0x32c3ff(0x1fb)]+_0x32c3ff(0x237)),_0x12a38b['sort']((_0x3b4d23,_0x342a65)=>(_0x342a65[_0x32c3ff(0x210)]||0x0)-(_0x3b4d23[_0x32c3ff(0x210)]||0x0)),_0x12a38b;}async function insertVectors(_0x47c0d3,_0x19a0e1=null,_0x3beb22){const _0x4785c8=_0x1cd2d7;if(!_0x3beb22)throw new Error(_0x4785c8(0x22c));if(_0x47c0d3[_0x4785c8(0x1fb)]===0x0)return{'success':!![],'count':0x0};const _0x5dc6a2=_0x47c0d3['map']((_0x1706bf,_0x222095)=>({'hash':generateHash(_0x1706bf[_0x4785c8(0x18b)]+Date[_0x4785c8(0x1ce)]()+_0x222095),'text':_0x1706bf['text'],'metadata':_0x1706bf[_0x4785c8(0x1ae)]||{'source':_0x4785c8(0x1a7),'timestamp':new Date()[_0x4785c8(0x1bd)]()}})),_0x4747a6=_0x5dc6a2[_0x4785c8(0x17c)]((_0x4fae0a,_0xdac317,_0x320028)=>{const 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_0x2df405;};return _0x2d0a();}async function getVectorCount(_0x369aa3=null){const _0x1b171a=_0x1cd2d7,_0x208488=getCharacterStableId();if(_0x369aa3){const _0x28b8a7=_0x208488+'_'+_0x369aa3;return await countVectorsInCollection(_0x28b8a7);}else{console[_0x1b171a(0x189)](_0x1b171a(0x241));const _0x1edab4=getKnowledgeBases(),_0x36f34f=Object[_0x1b171a(0x1dd)](_0x1edab4),_0x5c4e2e=_0x36f34f[_0x1b171a(0x18d)](_0x344642=>{const _0x281220=_0x208488+'_'+_0x344642['id'];return countVectorsInCollection(_0x281220);}),_0x45ee16=await _0x10bd47();_0x5c4e2e[_0x1b171a(0x179)](countVectorsInCollection(_0x45ee16));const _0x4f5fa1=await Promise[_0x1b171a(0x18e)](_0x5c4e2e),_0x3fbdea=_0x4f5fa1[_0x1b171a(0x17c)]((_0x3feaf1,_0x516240)=>_0x3feaf1+_0x516240,0x0);return console[_0x1b171a(0x189)](_0x1b171a(0x17e)+_0x3fbdea),_0x3fbdea;}}async function countVectorsInCollection(_0x4fe12f){const _0x2f5ec7=_0x1cd2d7;if(!_0x4fe12f)return 0x0;console[_0x2f5ec7(0x189)](_0x2f5ec7(0x1e8)+_0x4fe12f);const _0x3d64bb={'collectionId':_0x4fe12f,'source':'webllm','embeddings':{}};try{const _0x564c2d=await fetch(_0x2f5ec7(0x1af),{'method':_0x2f5ec7(0x1a5),'headers':context['getRequestHeaders'](),'body':JSON[_0x2f5ec7(0x1b5)](_0x3d64bb)});if(!_0x564c2d['ok']){if(_0x564c2d['status']===0x194)console[_0x2f5ec7(0x189)](_0x2f5ec7(0x1c8)+_0x4fe12f+'\x20不存在，计为\x200。');else{const _0x49143=await _0x564c2d[_0x2f5ec7(0x18b)]();console[_0x2f5ec7(0x22a)](_0x2f5ec7(0x1b4)+_0x4fe12f+_0x2f5ec7(0x16f)+_0x564c2d['status']+'):',_0x49143);}return 0x0;}const _0x37edf7=await _0x564c2d[_0x2f5ec7(0x20b)]();let _0x1643c9=0x0;if(Array['isArray'](_0x37edf7))_0x1643c9=_0x37edf7['length'];else _0x37edf7&&_0x37edf7[_0x2f5ec7(0x16b)]&&(_0x1643c9=_0x37edf7[_0x2f5ec7(0x16b)][_0x2f5ec7(0x1fb)]);return _0x1643c9;}catch(_0x3e3096){return console[_0x2f5ec7(0x186)](_0x2f5ec7(0x177)+_0x4fe12f+_0x2f5ec7(0x1dc),_0x3e3096),0x0;}}async function purgeStorage(_0x341cb7=null){const 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Date()['toISOString']()},saveSettings(),_0x7078cb('[翰林院-核心]\x20已为宝库\x20'+_0x1c9cda+'\x20记录凝识范围:\x20'+_0x465b65['start']+'-'+_0x1d3e0d,'info');}_0x7078cb(_0x34f96e(0x1ad)+_0x9d5173+_0x34f96e(0x18c),_0x34f96e(0x1c0));const _0x5ac0f5=_0x43094a['map'](_0x10c218=>{const _0x4ab48d=_0x34f96e,_0x5be428=_0x2ea4f7[_0x4ab48d(0x196)](_0x180678=>_0x180678===_0x10c218),_0x24a4ca=_0x5be428!==-0x1?_0x5be428+0x1:-0x1,_0x465e83=_0x10c218['is_user']?'用户':getCharacterName()||'AI';return'['+_0x465e83+'\x20-\x20楼层\x20#'+_0x24a4ca+_0x4ab48d(0x201);});return{'success':!![],'count':_0x9d5173,'messages':_0x5ac0f5};}catch(_0x35cc8e){return console['error'](_0x34f96e(0x169),_0x35cc8e),_0x7078cb(_0x34f96e(0x1b6)+_0x35cc8e[_0x34f96e(0x233)],_0x34f96e(0x186)),{'success':![],'error':_0x35cc8e[_0x34f96e(0x233)]};}}async function rerankResults(_0x2554b4,_0x4268da,_0x5c732e){const _0x59349f=_0x1cd2d7;let _0x2f7038=_0x2554b4;if(_0x5c732e[_0x59349f(0x194)][_0x59349f(0x227)]&&_0x2554b4[_0x59349f(0x1fb)]>0x0){console[_0x59349f(0x189)]('[翰林院-Rerank]\x20开始外部API重排序...');try{const _0x462b7d=_0x2554b4[_0x59349f(0x18d)](_0x3a2734=>_0x3a2734[_0x59349f(0x18b)]),_0x45e35f=await executeRerank(_0x4268da,_0x462b7d,_0x5c732e[_0x59349f(0x194)]),_0x246dc2=_0x2554b4['map']((_0x5cc7c8,_0x558107)=>({..._0x5cc7c8,'original_index':_0x558107}));_0x2f7038=_0x246dc2['map'](_0x1745ad=>{const _0x52020d=_0x59349f,_0x4a05d1=_0x45e35f['results'][_0x52020d(0x21f)](_0x5cad77=>_0x5cad77['index']===_0x1745ad[_0x52020d(0x1c3)]),_0x465164=_0x4a05d1?_0x4a05d1[_0x52020d(0x20a)]:0x0;return{..._0x1745ad,'rerank_score':_0x465164};});if(_0x5c732e[_0x59349f(0x194)][_0x59349f(0x1d1)])showNotification(_0x59349f(0x1c7),'success');}catch(_0x1a191a){console[_0x59349f(0x186)]('[翰林院-Rerank]\x20外部Rerank失败，将仅使用内部加权。',_0x1a191a);if(_0x5c732e[_0x59349f(0x194)][_0x59349f(0x1d1)])showNotification(_0x59349f(0x1c9)+_0x1a191a[_0x59349f(0x233)],_0x59349f(0x186));_0x2f7038[_0x59349f(0x1c1)](_0x5a5894=>_0x5a5894[_0x59349f(0x181)]=0x0);}}else _0x2f7038[_0x59349f(0x1c1)](_0x4208e7=>_0x4208e7[_0x59349f(0x181)]=0x0);console[_0x59349f(0x189)](_0x59349f(0x1cb));const _0x207fb0=context[_0x59349f(0x1f5)][_0x59349f(0x1fb)],_0x4c9976=_0x5c732e[_0x59349f(0x194)][_0x59349f(0x198)],_0x5326ab=_0x2f7038[_0x59349f(0x18d)](_0x273ae6=>{const _0x2207eb=_0x59349f;let _0xf342cf=0x1;const _0x2f89c2=_0x273ae6[_0x2207eb(0x1ae)]||{};switch(_0x2f89c2['source']){case _0x2207eb(0x209):_0xf342cf*=1.2;break;case'manual':_0xf342cf*=1.1;break;case _0x2207eb(0x16d):if(_0x2f89c2['floor']&&_0x207fb0>0x0){const _0x3a657e=_0x2f89c2['floor']/_0x207fb0;_0xf342cf*=0x1+_0x3a657e;}break;}const _0x460a88=_0x273ae6[_0x2207eb(0x181)]*_0x4c9976+(_0x273ae6[_0x2207eb(0x210)]||0x0)*(0x1-_0x4c9976),_0x1bc6b8=_0x460a88*_0xf342cf;return{..._0x273ae6,'final_score':_0x1bc6b8};});return _0x5326ab[_0x59349f(0x1f0)]((_0x408119,_0x57e1cb)=>(_0x57e1cb[_0x59349f(0x1ac)]||0x0)-(_0x408119[_0x59349f(0x1ac)]||0x0)),console[_0x59349f(0x189)](_0x59349f(0x20f)),_0x5326ab['slice'](0x0,_0x5c732e[_0x59349f(0x194)][_0x59349f(0x1cf)]);}async function rearrangeChat(_0x17d5c1,_0x3daa7c,_0x2be9ae,_0x57dcf5){const _0x507016=_0x1cd2d7;setExtensionPrompt(_0x507016(0x17a),'',settings['injection'][_0x507016(0x22d)],settings[_0x507016(0x1da)][_0x507016(0x1e2)],![],settings['injection'][_0x507016(0x171)]);if(_0x57dcf5===_0x507016(0x1ab)||!settings[_0x507016(0x1a4)][_0x507016(0x227)])return;const _0x1488eb=_0x17d5c1['slice'](-settings[_0x507016(0x197)][_0x507016(0x1d8)]);if(_0x1488eb[_0x507016(0x1fb)]===0x0)return;const _0x230ee2=_0x1488eb[_0x507016(0x18d)](_0x40ac66=>_0x40ac66['mes'])['join']('\x20')[_0x507016(0x173)](/<[^>]*>/g,'')['trim']();if(!_0x230ee2)return;try{const _0x4ac066=await queryVectors(_0x230ee2);if(_0x4ac066[_0x507016(0x1fb)]===0x0)return;const _0x2e159b=await rerankResults(_0x4ac066,_0x230ee2,settings);if(_0x2e159b['length']===0x0)return;const _0x5a9f79=_0x2e159b[_0x507016(0x18d)](_0x41b003=>_0x41b003[_0x507016(0x18b)])[_0x507016(0x238)]('\x0a\x0a');let _0x5c3fe1=settings[_0x507016(0x1da)][_0x507016(0x163)][_0x507016(0x173)](_0x507016(0x1b9),_0x5a9f79);_0x5c3fe1[_0x507016(0x190)]()&&(_0x5c3fe1='%%HANLINYUAN_RAG_INJECTION%%'+_0x5c3fe1),setExtensionPrompt(_0x507016(0x17a),_0x5c3fe1,settings[_0x507016(0x1da)][_0x507016(0x22d)],settings['injection'][_0x507016(0x1e2)],![],settings[_0x507016(0x1da)]['depth_role']);}catch(_0x5bed2a){console[_0x507016(0x186)](_0x507016(0x17b),_0x5bed2a);if(settings[_0x507016(0x1a4)][_0x507016(0x1d1)])showNotification(_0x507016(0x1f2)+_0x5bed2a[_0x507016(0x233)],_0x507016(0x186));}}