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

'use strict';const _0x31e176=_0x2fe0;(function(_0x44c9c9,_0x2afb28){const _0x1c96cb=_0x2fe0,_0x4f7919=_0x44c9c9();while(!![]){try{const _0x5f12c1=parseInt(_0x1c96cb(0x215))/0x1*(parseInt(_0x1c96cb(0x213))/0x2)+-parseInt(_0x1c96cb(0x1e5))/0x3+-parseInt(_0x1c96cb(0x225))/0x4+parseInt(_0x1c96cb(0x21e))/0x5*(parseInt(_0x1c96cb(0x260))/0x6)+parseInt(_0x1c96cb(0x264))/0x7*(-parseInt(_0x1c96cb(0x239))/0x8)+-parseInt(_0x1c96cb(0x201))/0x9+parseInt(_0x1c96cb(0x221))/0xa*(parseInt(_0x1c96cb(0x1ee))/0xb);if(_0x5f12c1===_0x2afb28)break;else _0x4f7919['push'](_0x4f7919['shift']());}catch(_0x40a4db){_0x4f7919['push'](_0x4f7919['shift']());}}}(_0x4a15,0xdd078));import{extension_prompt_roles,setExtensionPrompt}from'/script.js';import*as _0x1763b7 from'./utils/context-utils.js';import{getCollectionIdInfo,getCharacterId,getCharacterStableId}from'./utils/context-utils.js';import{defaultSettings as _0x1e160b}from'./rag-settings.js';import*as _0x16db44 from'./ingestion-manager.js';import{getEmbeddings,fetchEmbeddingModels as _0x128292,fetchRerankModels as _0x8ed07f,executeRerank,testApiConnection as _0x244eee}from'./rag-api.js';const MODULE_NAME='hanlinyuan-rag-core',OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME='vectors_rearrangeChat',GLOBAL_SCOPE_ID=_0x31e176(0x216);let context=null,settings=null,lockedCollectionId=null;export{initialize,getSettings,saveSettings,resetSettings,_0x244eee as testApiConnection,_0x128292 as fetchEmbeddingModels,_0x8ed07f as fetchRerankModels,getVectorCount,purgeStorage,getMessagesForCondensation,processCondensation,ingestTextToHanlinyuan,getCollectionId,toggleSessionLock,isSessionLocked,getLockedSessionInfo,addKnowledgeBase,removeKnowledgeBase,getLocalKnowledgeBases,getGlobalKnowledgeBases,toggleKnowledgeBase,moveKnowledgeBase};function initialize(){const 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_0x2c9a4d=_0x31e176,_0x23d174=getCharacterStableId(),_0x1c3cb8=_0x343d48==='global'?getGlobalKnowledgeBases():getLocalKnowledgeBases(),_0x17319a=_0x1c3cb8[_0x46b484],_0x1c48d1=_0x17319a?.[_0x2c9a4d(0x19a)]||_0x46b484;if(!_0x17319a){console[_0x2c9a4d(0x282)](_0x2c9a4d(0x232)+_0x46b484+_0x2c9a4d(0x1bd)+_0x343d48+')');return;}const _0x111357=_0x343d48===_0x2c9a4d(0x19c)?_0x17319a['owner']||GLOBAL_SCOPE_ID:_0x23d174,_0x17c6de=_0x111357+'_'+_0x46b484;console[_0x2c9a4d(0x25d)](_0x2c9a4d(0x286)+_0x46b484+_0x2c9a4d(0x1f3)+_0x17c6de);const _0x14b141=await purgeStorage(_0x17c6de);_0x14b141?(delete _0x1c3cb8[_0x46b484],saveSettings(),console[_0x2c9a4d(0x25d)](_0x2c9a4d(0x1cd)+_0x46b484+'\x20及其向量数据。'),toastr[_0x2c9a4d(0x19b)](_0x2c9a4d(0x21f)+_0x1c48d1+_0x2c9a4d(0x279))):(console[_0x2c9a4d(0x1b8)]('[翰林院-核心]\x20清空向量集合\x20'+_0x17c6de+_0x2c9a4d(0x1bf)),toastr[_0x2c9a4d(0x1b8)](_0x2c9a4d(0x26b)));}function toggleKnowledgeBase(_0xf6cdbb,_0x5b02b3){const _0x21d828=_0x31e176,_0x34b09f=_0x5b02b3===_0x21d828(0x19c)?getGlobalKnowledgeBases():getLocalKnowledgeBases();_0x34b09f[_0xf6cdbb]&&(_0x34b09f[_0xf6cdbb][_0x21d828(0x22b)]=!_0x34b09f[_0xf6cdbb][_0x21d828(0x22b)],saveSettings(),console[_0x21d828(0x25d)]('[翰林院-核心]\x20知识库\x20'+_0xf6cdbb+_0x21d828(0x1bd)+_0x5b02b3+')\x20的状态已切换为:\x20'+(_0x34b09f[_0xf6cdbb]['enabled']?'启用':'禁用')));}function generateHash(_0x57300c){const _0x185bcd=_0x31e176;let _0x3f5968=0x0;for(let _0x2dbcfb=0x0;_0x2dbcfb<_0x57300c[_0x185bcd(0x25a)];_0x2dbcfb++){const _0x5ae25b=_0x57300c[_0x185bcd(0x217)](_0x2dbcfb);_0x3f5968=(_0x3f5968<<0x5)-_0x3f5968+_0x5ae25b,_0x3f5968=_0x3f5968&_0x3f5968;}return Math['abs'](_0x3f5968)[_0x185bcd(0x1e3)](0x24);}async function queryVectors(_0x44a421){const _0xd8fc8d=_0x31e176;console['log'](_0xd8fc8d(0x1d0));const _0x489ffa=getCharacterStableId(),_0x502311=getLocalKnowledgeBases(),_0x3700e9=getGlobalKnowledgeBases(),_0x2685b6=Object[_0xd8fc8d(0x1f8)](_0x502311)[_0xd8fc8d(0x289)](_0x4b889f=>_0x4b889f[_0xd8fc8d(0x22b)]),_0x3333aa=Object[_0xd8fc8d(0x1f8)](_0x3700e9)[_0xd8fc8d(0x289)](_0x57700e=>_0x57700e[_0xd8fc8d(0x22b)]),_0x5b121f=[..._0x2685b6[_0xd8fc8d(0x206)](_0x48d3fb=>({..._0x48d3fb,'scope':_0xd8fc8d(0x272)})),..._0x3333aa[_0xd8fc8d(0x206)](_0x2e0612=>({..._0x2e0612,'scope':_0xd8fc8d(0x19c)}))];if(_0x5b121f['length']===0x0){console[_0xd8fc8d(0x25d)]('[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 _0x2d4996=await _0x5487d3();if(!_0x2d4996)return[];_0x5b121f['push']({'id':null,'name':_0xd8fc8d(0x257),'scope':_0xd8fc8d(0x1ff)});}const _0x563741=(await getEmbeddings([_0x44a421]))[0x0];let _0x40b2d1=[];const _0x29a9b8=_0x5b121f[_0xd8fc8d(0x206)](_0x265e2b=>{const _0x4ff6ef=_0xd8fc8d;let _0x46a7b3;if(_0x265e2b[_0x4ff6ef(0x1f1)]==='legacy')_0x46a7b3=_0x5487d3();else{const _0x46e65c=_0x265e2b[_0x4ff6ef(0x1f1)]===_0x4ff6ef(0x19c)?_0x265e2b[_0x4ff6ef(0x203)]||GLOBAL_SCOPE_ID:_0x489ffa;_0x46a7b3=Promise[_0x4ff6ef(0x1b7)](_0x46e65c+'_'+_0x265e2b['id']);}return _0x46a7b3['then'](_0x233eb7=>{const _0x3d91c5=_0x4ff6ef;if(!_0x233eb7)return[];console[_0x3d91c5(0x25d)](_0x3d91c5(0x27a)+_0x265e2b[_0x3d91c5(0x19a)]+_0x3d91c5(0x238)+_0x233eb7+')');const _0x5563f7={'collectionId':_0x233eb7,'searchText':_0x44a421,'topK':settings[_0x3d91c5(0x24e)][_0x3d91c5(0x218)],'threshold':settings[_0x3d91c5(0x24e)][_0x3d91c5(0x1c8)],'source':_0x3d91c5(0x22f),'embeddings':{[_0x44a421]:_0x563741}};return fetch(_0x3d91c5(0x1bc),{'method':_0x3d91c5(0x250),'headers':context[_0x3d91c5(0x1dd)](),'body':JSON['stringify'](_0x5563f7)})['then'](async _0x247291=>{const _0x315bec=_0x3d91c5;if(!_0x247291['ok']){const _0x3c5846=await _0x247291[_0x315bec(0x278)]();return console[_0x315bec(0x1b8)](_0x315bec(0x200)+_0x233eb7+_0x315bec(0x23d),_0x3c5846),[];}const _0x3333d1=await _0x247291[_0x315bec(0x1c9)](),_0x333ba6=_0x3333d1['metadata']||_0x3333d1[_0x315bec(0x1af)]||_0x3333d1[_0x315bec(0x1c5)]||[];return console[_0x315bec(0x25d)](_0x315bec(0x1d1)+_0x265e2b[_0x315bec(0x19a)]+_0x315bec(0x243)+_0x333ba6['length']+'\x20条结果。'),_0x333ba6;})[_0x3d91c5(0x1cb)](_0x298349=>{const _0xf177b6=_0x3d91c5;return console[_0xf177b6(0x1b8)](_0xf177b6(0x200)+_0x233eb7+_0xf177b6(0x1b0),_0x298349),[];});});}),_0x2b9083=await Promise[_0xd8fc8d(0x26c)](_0x29a9b8);_0x40b2d1=_0x2b9083[_0xd8fc8d(0x1cc)](),console[_0xd8fc8d(0x25d)](_0xd8fc8d(0x1b4)+_0x40b2d1[_0xd8fc8d(0x25a)]+_0xd8fc8d(0x1bb));const _0x1ffa33=[],_0x3d5483=new Set();for(const _0x2cc625 of _0x40b2d1){_0x2cc625&&_0x2cc625[_0xd8fc8d(0x278)]&&!_0x3d5483[_0xd8fc8d(0x245)](_0x2cc625[_0xd8fc8d(0x278)])&&(_0x3d5483[_0xd8fc8d(0x1ae)](_0x2cc625[_0xd8fc8d(0x278)]),_0x1ffa33[_0xd8fc8d(0x1b1)](_0x2cc625));}return console[_0xd8fc8d(0x25d)](_0xd8fc8d(0x20a)+_0x1ffa33[_0xd8fc8d(0x25a)]+_0xd8fc8d(0x1b3)),_0x1ffa33[_0xd8fc8d(0x1c3)]((_0x3552f8,_0x292919)=>(_0x292919['score']||0x0)-(_0x3552f8[_0xd8fc8d(0x1fa)]||0x0)),_0x1ffa33;}async function insertVectors(_0x261d96,_0x20e709=null,_0x21ded5){const _0x2be9ae=_0x31e176;if(!_0x21ded5)throw new Error(_0x2be9ae(0x1da));if(_0x261d96[_0x2be9ae(0x25a)]===0x0)return{'success':!![],'count':0x0};const _0x1e8cca=_0x261d96[_0x2be9ae(0x206)]((_0x578c8c,_0x294afb)=>({'hash':generateHash(_0x578c8c[_0x2be9ae(0x278)]+Date[_0x2be9ae(0x1d8)]()+_0x294afb),'text':_0x578c8c[_0x2be9ae(0x278)],'metadata':_0x578c8c['metadata']||{'source':_0x2be9ae(0x19f),'timestamp':new Date()['toISOString']()}})),_0x53deff=_0x1e8cca[_0x2be9ae(0x1e0)]((_0x59306c,_0x6c102,_0x39d15b)=>{const _0x4cf42c=_0x2be9ae;return _0x59306c[_0x6c102['text']]=_0x261d96[_0x39d15b][_0x4cf42c(0x1ea)],_0x59306c;},{}),_0x17eeef={'collectionId':_0x21ded5,'items':_0x1e8cca,'source':_0x2be9ae(0x22f),'embeddings':_0x53deff},_0x398ad5=await fetch(_0x2be9ae(0x254),{'method':_0x2be9ae(0x250),'headers':context[_0x2be9ae(0x1dd)](),'body':JSON[_0x2be9ae(0x21a)](_0x17eeef),'signal':_0x20e709});if(!_0x398ad5['ok']){const _0x38ea59=await _0x398ad5[_0x2be9ae(0x278)]();console[_0x2be9ae(0x1b8)](_0x2be9ae(0x247),_0x38ea59);throw new Error(_0x2be9ae(0x253)+_0x398ad5[_0x2be9ae(0x1a7)]+':\x20'+_0x38ea59);}return{'success':!![],'count':_0x1e8cca['length']};}async function getVectorCount(_0x518acb=null,_0x8c88f1=_0x31e176(0x272)){const _0x3878d3=_0x31e176,_0x3aeaa9=getCharacterStableId();if(_0x518acb){const _0x59c6be=_0x8c88f1===_0x3878d3(0x19c)?getGlobalKnowledgeBases():getLocalKnowledgeBases(),_0x5a6843=_0x59c6be[_0x518acb];if(!_0x5a6843)return console['warn'](_0x3878d3(0x20e)+_0x8c88f1+'\x27\x20中未找到ID为\x20'+_0x518acb+'\x20的知识库。'),0x0;const _0x5eac8b=_0x8c88f1===_0x3878d3(0x19c)?_0x5a6843['owner']||GLOBAL_SCOPE_ID:_0x3aeaa9,_0x16d8b9=_0x5eac8b+'_'+_0x518acb;return await countVectorsInCollection(_0x16d8b9);}else{console[_0x3878d3(0x25d)](_0x3878d3(0x1c6));const _0x3fd94a=Object[_0x3878d3(0x1f8)](getLocalKnowledgeBases()),_0x3aa585=Object[_0x3878d3(0x1f8)](getGlobalKnowledgeBases()),_0x478720=[];_0x3fd94a[_0x3878d3(0x1b9)](_0x5ef002=>{const _0x1097f4=_0x3878d3,_0xbf1ea1=_0x3aeaa9+'_'+_0x5ef002['id'];_0x478720[_0x1097f4(0x1b1)](countVectorsInCollection(_0xbf1ea1));}),_0x3aa585['forEach'](_0x51ddc1=>{const _0x5188c5=_0x3878d3,_0x3e597a=_0x51ddc1['owner']||GLOBAL_SCOPE_ID,_0x378701=_0x3e597a+'_'+_0x51ddc1['id'];_0x478720[_0x5188c5(0x1b1)](countVectorsInCollection(_0x378701));});const _0x2da2df=await _0x5487d3();_0x478720[_0x3878d3(0x1b1)](countVectorsInCollection(_0x2da2df));const _0x4c4f9=await Promise['all'](_0x478720),_0xae2838=_0x4c4f9[_0x3878d3(0x1e0)]((_0x1a3106,_0x3b9554)=>_0x1a3106+_0x3b9554,0x0);return console[_0x3878d3(0x25d)]('[翰林院-日志]\x20所有知识库统计完成，总向量数:\x20'+_0xae2838),_0xae2838;}}async function countVectorsInCollection(_0x588036){const _0x3b3677=_0x31e176;if(!_0x588036)return 0x0;console['log']('[翰林院-日志]\x20统计目标集合ID:\x20'+_0x588036);const _0x2c17c0={'collectionId':_0x588036,'source':'webllm','embeddings':{}};try{const _0x2c83f2=await fetch(_0x3b3677(0x1c2),{'method':'POST','headers':context[_0x3b3677(0x1dd)](),'body':JSON[_0x3b3677(0x21a)](_0x2c17c0)});if(!_0x2c83f2['ok']){if(_0x2c83f2[_0x3b3677(0x1a7)]===0x194)console[_0x3b3677(0x25d)]('[翰林院-日志]\x20集合\x20'+_0x588036+'\x20不存在，计为\x200。');else{const _0x4b1ed9=await _0x2c83f2['text']();console['warn'](_0x3b3677(0x1ec)+_0x588036+_0x3b3677(0x1ab)+_0x2c83f2[_0x3b3677(0x1a7)]+'):',_0x4b1ed9);}return 0x0;}const _0x35b403=await _0x2c83f2[_0x3b3677(0x1c9)]();let _0x5dfc68=0x0;if(Array[_0x3b3677(0x262)](_0x35b403))_0x5dfc68=_0x35b403['length'];else _0x35b403&&_0x35b403[_0x3b3677(0x27f)]&&(_0x5dfc68=_0x35b403[_0x3b3677(0x27f)]['length']);return _0x5dfc68;}catch(_0x4d29c7){return console[_0x3b3677(0x1b8)](_0x3b3677(0x267)+_0x588036+_0x3b3677(0x1b0),_0x4d29c7),0x0;}}async function purgeStorage(_0x5d76a5=null){const _0x590e13=_0x31e176;console[_0x590e13(0x25d)](_0x590e13(0x269));const _0xeb0f63=_0x5d76a5||await getCollectionId();if(!_0xeb0f63)return console[_0x590e13(0x1b8)](_0x590e13(0x276)),toastr['error'](_0x590e13(0x207)),![];console[_0x590e13(0x25d)]('[翰林院-日志]\x20清空目标集合ID:\x20'+_0xeb0f63);const _0x41d4f6={'collectionId':_0xeb0f63};console['log'](_0x590e13(0x226),JSON['stringify'](_0x41d4f6,null,0x2));const _0x459aed=await fetch('/api/vector/purge',{'method':_0x590e13(0x250),'headers':context[_0x590e13(0x1dd)](),'body':JSON[_0x590e13(0x21a)](_0x41d4f6)});console[_0x590e13(0x25d)](_0x590e13(0x22d)+_0x459aed[_0x590e13(0x1a7)]);if(!_0x459aed['ok']){const _0x28aa52=await _0x459aed[_0x590e13(0x278)]();console[_0x590e13(0x1b8)](_0x590e13(0x20c),_0x28aa52);}else console[_0x590e13(0x25d)](_0x590e13(0x28a));return _0x459aed['ok'];}function getMessagesForCondensation(_0x592102=null){const _0xa30585=_0x31e176;if(!settings[_0xa30585(0x1e9)][_0xa30585(0x22b)])return showNotification('凝识之权未开启',_0xa30585(0x284)),[];const {layerStart:_0x524b84,layerEnd:_0x5a7b81}=settings[_0xa30585(0x1e9)],_0x15c0b5=_0x592102||settings[_0xa30585(0x1e9)]['messageTypes'],_0x4e13dd=context[_0xa30585(0x1d7)][_0xa30585(0x25a)],_0x1c5d4e=Math['max'](0x0,_0x524b84-0x1),_0x3665ea=_0x5a7b81===0x0||_0x5a7b81>_0x4e13dd?_0x4e13dd:Math[_0xa30585(0x242)](_0x4e13dd,_0x5a7b81),_0x4b36ff=context['chat'][_0xa30585(0x230)](_0x1c5d4e,_0x3665ea);return _0x4b36ff[_0xa30585(0x289)](_0x2f3a90=>{const _0xf038ce=_0xa30585,_0x340d79=_0x2f3a90[_0xf038ce(0x26a)]===!![],_0xd56239=_0x2f3a90['is_user']===![];if(!_0x2f3a90[_0xf038ce(0x202)]||!_0x2f3a90[_0xf038ce(0x202)][_0xf038ce(0x231)]())return![];return _0x15c0b5[_0xf038ce(0x281)]&&_0x340d79||_0x15c0b5['ai']&&_0xd56239;});}async function processCondensation(_0xb1ebc0,_0x36c5f9=()=>{},_0x2d7dc2=null){const _0x3a07cf=_0x31e176;if(!_0xb1ebc0||_0xb1ebc0['length']===0x0)return{'success':![],'error':_0x3a07cf(0x1fb)};try{let _0x27b88a,_0x1602d2;const _0x4420aa=getCharacterName()||_0x3a07cf(0x23a);if(_0x2d7dc2){const _0x5a27ff=_0x2d7dc2[_0x3a07cf(0x1dc)]??'?',_0x32f438=_0x2d7dc2[_0x3a07cf(0x288)]===0x0?'末':_0x2d7dc2[_0x3a07cf(0x288)]??'?';_0x27b88a=_0x4420aa+':\x20'+_0x5a27ff+'楼-'+_0x32f438+'楼';}else{const _0x9e7529=new Date()[_0x3a07cf(0x1a6)](_0x3a07cf(0x23b),{'hour12':![]});_0x27b88a=_0x3a07cf(0x255)+_0x9e7529;}const _0x391861=Object[_0x3a07cf(0x1f8)](getLocalKnowledgeBases()),_0x5eba16=_0x391861[_0x3a07cf(0x22a)](_0x519f8d=>_0x519f8d[_0x3a07cf(0x19a)]===_0x27b88a);if(_0x5eba16)_0x1602d2=_0x5eba16['id'],_0x36c5f9('[翰林院-核心]\x20检测到同名知识库\x20\x22'+_0x27b88a+'\x22，将数据合并入库。',_0x3a07cf(0x210));else{_0x36c5f9(_0x3a07cf(0x26d)+_0x27b88a+_0x3a07cf(0x205),_0x3a07cf(0x210));const _0x4c498e=addKnowledgeBase(_0x27b88a);_0x1602d2=_0x4c498e['id'];}const _0x3af387=getCharacterStableId(),_0x55d492=_0x3af387+'_'+_0x1602d2;_0x36c5f9(_0x3a07cf(0x27d)+_0x27b88a+'\x20(集合ID:\x20'+_0x55d492+')',_0x3a07cf(0x19b));const _0xbe97ab=[],_0x556c8c=context[_0x3a07cf(0x1d7)];for(const _0x12d19e of _0xb1ebc0){const _0x59da76=(_0x12d19e[_0x3a07cf(0x202)]||'')[_0x3a07cf(0x258)](/<[^>]*>/g,'')[_0x3a07cf(0x231)]();if(_0x59da76['length']===0x0)continue;let _0x321168;if(_0x12d19e[_0x3a07cf(0x1f7)]!==undefined&&_0x12d19e[_0x3a07cf(0x1f7)]!==null)_0x321168=_0x12d19e[_0x3a07cf(0x1f7)];else{const _0x30b8ef=_0x556c8c['findIndex'](_0x1b9b84=>_0x1b9b84===_0x12d19e);_0x321168=_0x30b8ef!==-0x1?_0x30b8ef+0x1:-0x1;}const _0x2e5c3d=new Date(_0x12d19e[_0x3a07cf(0x236)]),_0x148c0c=isNaN(_0x2e5c3d['getTime']())?new Date()['toISOString']():_0x2e5c3d[_0x3a07cf(0x21d)](),_0x355bcd=splitIntoChunks(_0x59da76,_0x3a07cf(0x263),{'floor':_0x321168,'is_user':_0x12d19e[_0x3a07cf(0x26a)],'timestamp':_0x148c0c});_0xbe97ab[_0x3a07cf(0x1b1)](..._0x355bcd);}if(_0xbe97ab[_0x3a07cf(0x25a)]===0x0)return{'success':!![],'count':0x0};_0x36c5f9(_0x3a07cf(0x261)+_0xb1ebc0[_0x3a07cf(0x25a)]+_0x3a07cf(0x26f)+_0xbe97ab['length']+'\x20个知识块，准备入库。','info');const _0x340ac4=settings[_0x3a07cf(0x224)][_0x3a07cf(0x223)]||0x5;let _0x16653c=0x0;for(let _0x521bc9=0x0;_0x521bc9<_0xbe97ab['length'];_0x521bc9+=_0x340ac4){const _0x1d4986=_0xbe97ab[_0x3a07cf(0x230)](_0x521bc9,_0x521bc9+_0x340ac4),_0x5e777f=_0x1d4986['map'](_0x3e2a75=>_0x3e2a75[_0x3a07cf(0x278)]),_0x649a0d=await getEmbeddings(_0x5e777f);if(_0x1d4986[_0x3a07cf(0x25a)]!==_0x649a0d[_0x3a07cf(0x25a)])throw new Error(_0x3a07cf(0x1f5));const _0x495b3c=_0x1d4986[_0x3a07cf(0x206)]((_0x2fb803,_0x4118fd)=>({..._0x2fb803,'vector':_0x649a0d[_0x4118fd]}));await insertVectors(_0x495b3c,null,_0x55d492),_0x16653c+=_0x1d4986[_0x3a07cf(0x25a)];}if(_0x2d7dc2){const _0x3fc38e=_0x2d7dc2[_0x3a07cf(0x288)]===0x0?context[_0x3a07cf(0x1d7)][_0x3a07cf(0x25a)]:_0x2d7dc2[_0x3a07cf(0x288)],_0x3558e0=getCharacterStableId();!settings[_0x3a07cf(0x1f6)][_0x3558e0]&&(settings[_0x3a07cf(0x1f6)][_0x3558e0]={}),settings[_0x3a07cf(0x1f6)][_0x3558e0][_0x55d492]={'start':_0x2d7dc2['start'],'end':_0x3fc38e,'timestamp':new Date()[_0x3a07cf(0x21d)]()},saveSettings(),_0x36c5f9('[翰林院-核心]\x20已为宝库\x20'+_0x55d492+_0x3a07cf(0x273)+_0x2d7dc2[_0x3a07cf(0x1dc)]+'-'+_0x3fc38e,'info');}_0x36c5f9(_0x3a07cf(0x1ed)+_0x16653c+'\x20个条目。','success');const _0x537b1d=_0xb1ebc0[_0x3a07cf(0x206)](_0x305796=>{const _0x43c41c=_0x3a07cf,_0x48b217=_0x556c8c[_0x43c41c(0x1a2)](_0x11341a=>_0x11341a===_0x305796),_0x50c8ee=_0x48b217!==-0x1?_0x48b217+0x1:-0x1,_0xef9b48=_0x305796[_0x43c41c(0x26a)]?'用户':getCharacterName()||'AI';return'['+_0xef9b48+_0x43c41c(0x22c)+_0x50c8ee+_0x43c41c(0x274);});return{'success':!![],'count':_0x16653c,'messages':_0x537b1d};}catch(_0x5e6874){return console[_0x3a07cf(0x1b8)](_0x3a07cf(0x1de),_0x5e6874),_0x36c5f9(_0x3a07cf(0x209)+_0x5e6874[_0x3a07cf(0x246)],'error'),{'success':![],'error':_0x5e6874['message']};}}async function rerankResults(_0x2c93eb,_0x5b0d55,_0x4409e6){const _0x2aa064=_0x31e176;let _0x342bd2=_0x2c93eb;if(_0x4409e6[_0x2aa064(0x228)][_0x2aa064(0x22b)]&&_0x2c93eb[_0x2aa064(0x25a)]>0x0){console['log'](_0x2aa064(0x1e1));try{const _0x5c64a9=_0x2c93eb[_0x2aa064(0x206)](_0x5c4952=>_0x5c4952[_0x2aa064(0x278)]),_0x1cb7f3=await executeRerank(_0x5b0d55,_0x5c64a9,_0x4409e6['rerank']),_0x5867cf=_0x2c93eb[_0x2aa064(0x206)]((_0x54f02d,_0x5f2c06)=>({..._0x54f02d,'original_index':_0x5f2c06}));_0x342bd2=_0x5867cf[_0x2aa064(0x206)](_0x5b7777=>{const _0x1818b4=_0x2aa064,_0xdb25a1=_0x1cb7f3['results']['find'](_0x1c8a47=>_0x1c8a47[_0x1818b4(0x1a4)]===_0x5b7777[_0x1818b4(0x1d5)]),_0x707efd=_0xdb25a1?_0xdb25a1['relevance_score']:0x0;return{..._0x5b7777,'rerank_score':_0x707efd};});if(_0x4409e6['rerank'][_0x2aa064(0x219)])showNotification('外部Rerank完成','success');}catch(_0x1335d1){console[_0x2aa064(0x1b8)](_0x2aa064(0x1d3),_0x1335d1);if(_0x4409e6[_0x2aa064(0x228)][_0x2aa064(0x219)])showNotification('Rerank失败:\x20'+_0x1335d1[_0x2aa064(0x246)],'error');_0x342bd2[_0x2aa064(0x1b9)](_0x169398=>_0x169398['rerank_score']=0x0);}}else _0x342bd2[_0x2aa064(0x1b9)](_0x32cb00=>_0x32cb00['rerank_score']=0x0);console['log'](_0x2aa064(0x1e2));const _0x4f6c91=context[_0x2aa064(0x1d7)][_0x2aa064(0x25a)],_0x47d3ab=_0x4409e6[_0x2aa064(0x228)][_0x2aa064(0x1fe)],_0x135a13=_0x342bd2[_0x2aa064(0x206)](_0x2de94d=>{const _0x3920ca=_0x2aa064;let _0x28cf6b=0x1;const _0x6c7de=_0x2de94d[_0x3920ca(0x1e4)]||{};switch(_0x6c7de[_0x3920ca(0x259)]){case _0x3920ca(0x19e):_0x28cf6b*=1.2;break;case'manual':_0x28cf6b*=1.1;break;case _0x3920ca(0x263):if(_0x6c7de[_0x3920ca(0x1f7)]&&_0x4f6c91>0x0){const _0x3cf9cb=_0x6c7de[_0x3920ca(0x1f7)]/_0x4f6c91;_0x28cf6b*=0x1+_0x3cf9cb;}break;}const _0x1530f0=_0x2de94d[_0x3920ca(0x234)]*_0x47d3ab+(_0x2de94d[_0x3920ca(0x1fa)]||0x0)*(0x1-_0x47d3ab),_0x353470=_0x1530f0*_0x28cf6b;return{..._0x2de94d,'final_score':_0x353470};});return _0x135a13['sort']((_0xce0487,_0xe9d35b)=>(_0xe9d35b['final_score']||0x0)-(_0xce0487[_0x2aa064(0x266)]||0x0)),console[_0x2aa064(0x25d)]('[翰林院-Rerank]\x20元数据加权排序完成。'),_0x135a13[_0x2aa064(0x230)](0x0,_0x4409e6[_0x2aa064(0x228)][_0x2aa064(0x240)]);}async function rearrangeChat(_0x4e8a71,_0x18b97c,_0x2e64ed,_0x312ed5){const _0xe38585=_0x31e176;setExtensionPrompt(_0xe38585(0x24d),'',settings[_0xe38585(0x22e)][_0xe38585(0x235)],settings[_0xe38585(0x22e)][_0xe38585(0x26e)],![],settings['injection'][_0xe38585(0x20d)]);if(_0x312ed5===_0xe38585(0x251)||!settings[_0xe38585(0x224)][_0xe38585(0x22b)])return;const _0x135bb1=_0x4e8a71['slice'](-settings[_0xe38585(0x24e)][_0xe38585(0x271)]);if(_0x135bb1[_0xe38585(0x25a)]===0x0)return;const _0x520506=_0x135bb1[_0xe38585(0x206)](_0x1e12c4=>_0x1e12c4[_0xe38585(0x202)])[_0xe38585(0x237)]('\x20')[_0xe38585(0x258)](/<[^>]*>/g,'')['trim']();if(!_0x520506)return;try{const _0x54dec2=await queryVectors(_0x520506);if(_0x54dec2['length']===0x0)return;const _0x28e1f8=await rerankResults(_0x54dec2,_0x520506,settings);if(_0x28e1f8[_0xe38585(0x25a)]===0x0)return;const _0x91f5a9=_0x28e1f8[_0xe38585(0x206)](_0x35272f=>_0x35272f[_0xe38585(0x278)])['join']('\x0a\x0a');let _0x3d15eb=settings['injection'][_0xe38585(0x270)][_0xe38585(0x258)]('{{text}}',_0x91f5a9);_0x3d15eb[_0xe38585(0x231)]()&&(_0x3d15eb='%%HANLINYUAN_RAG_INJECTION%%'+_0x3d15eb),setExtensionPrompt('HANLINYUAN_RAG',_0x3d15eb,settings[_0xe38585(0x22e)][_0xe38585(0x235)],settings[_0xe38585(0x22e)]['depth'],![],settings[_0xe38585(0x22e)][_0xe38585(0x20d)]);}catch(_0x1e1cc8){console[_0xe38585(0x1b8)](_0xe38585(0x1fc),_0x1e1cc8);if(settings[_0xe38585(0x224)][_0xe38585(0x219)])showNotification('忆识检索失败:\x20'+_0x1e1cc8[_0xe38585(0x246)],'error');}}async function moveKnowledgeBase(_0x574ce1,_0x40c488){const _0x3600a8=_0x31e176,_0x1f6338=_0x40c488===_0x3600a8(0x19c)?'local':_0x3600a8(0x19c),_0x6a3461=getCharacterStableId();if(!_0x6a3461&&_0x1f6338===_0x3600a8(0x272)){toastr[_0x3600a8(0x1b8)](_0x3600a8(0x1d9));return;}const _0x4b84aa=_0x40c488===_0x3600a8(0x19c)?getGlobalKnowledgeBases():getLocalKnowledgeBases(),_0x20abd2=_0x1f6338===_0x3600a8(0x19c)?getGlobalKnowledgeBases():getLocalKnowledgeBases(),_0x5928df=_0x4b84aa[_0x574ce1];if(!_0x5928df){const _0x450a3f=_0x3600a8(0x25c)+_0x40c488+'\x27\x20中未找到ID为\x20'+_0x574ce1+_0x3600a8(0x1cf);console[_0x3600a8(0x1b8)]('[翰林院-配置]\x20'+_0x450a3f),toastr[_0x3600a8(0x1b8)]('移动失败：未找到源条目。');return;}_0x40c488===_0x3600a8(0x272)&&_0x1f6338===_0x3600a8(0x19c)&&!_0x5928df[_0x3600a8(0x203)]&&(console[_0x3600a8(0x25d)]('[翰林院-配置]\x20为旧版知识库\x20'+_0x574ce1+_0x3600a8(0x1a1)+_0x6a3461),_0x5928df[_0x3600a8(0x203)]=_0x6a3461);delete _0x4b84aa[_0x574ce1],_0x20abd2[_0x574ce1]=_0x5928df,saveSettings();const _0x370a4c=_0x3600a8(0x265)+_0x5928df[_0x3600a8(0x19a)]+_0x3600a8(0x1e6)+(_0x1f6338===_0x3600a8(0x19c)?'全局':'局部')+'。';console[_0x3600a8(0x25d)]('[翰林院-配置]\x20'+_0x370a4c),toastr[_0x3600a8(0x19b)](_0x370a4c,_0x3600a8(0x24c));}async function getAllVectorsFromCollection(_0x4559c6){const _0x36ea1d=_0x31e176,_0x3aa0f5='*',_0x382f55={'collectionId':_0x4559c6,'searchText':_0x3aa0f5,'topK':0x2710,'threshold':0x0,'source':_0x36ea1d(0x22f),'embeddings':{}},_0x3b6856=(await getEmbeddings([_0x3aa0f5]))[0x0];_0x382f55['embeddings']={[_0x3aa0f5]:_0x3b6856};const _0x52e48a=await fetch(_0x36ea1d(0x1bc),{'method':_0x36ea1d(0x250),'headers':context[_0x36ea1d(0x1dd)](),'body':JSON[_0x36ea1d(0x21a)](_0x382f55)});if(!_0x52e48a['ok']){if(_0x52e48a['status']===0x194)return console['log'](_0x36ea1d(0x24f)+_0x4559c6+'\x20不存在，返回空数组。'),[];const _0x1f9c7f=await _0x52e48a[_0x36ea1d(0x278)]();throw new Error(_0x36ea1d(0x1e7)+_0x4559c6+_0x36ea1d(0x1f2)+_0x1f9c7f);}const _0x414042=await _0x52e48a[_0x36ea1d(0x1c9)]();return _0x414042[_0x36ea1d(0x1e4)]||_0x414042[_0x36ea1d(0x1af)]||_0x414042[_0x36ea1d(0x1c5)]||[];}