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

'use strict';const _0x3413e8=_0x4f86;(function(_0x2fd2b1,_0x1423af){const _0x30c399=_0x4f86,_0x8969bb=_0x2fd2b1();while(!![]){try{const _0x438cba=parseInt(_0x30c399(0x202))/0x1*(parseInt(_0x30c399(0x1e5))/0x2)+-parseInt(_0x30c399(0x255))/0x3*(-parseInt(_0x30c399(0x23b))/0x4)+parseInt(_0x30c399(0x1f2))/0x5*(parseInt(_0x30c399(0x20f))/0x6)+parseInt(_0x30c399(0x1fc))/0x7*(-parseInt(_0x30c399(0x21a))/0x8)+-parseInt(_0x30c399(0x26d))/0x9+-parseInt(_0x30c399(0x1ec))/0xa+parseInt(_0x30c399(0x217))/0xb;if(_0x438cba===_0x1423af)break;else _0x8969bb['push'](_0x8969bb['shift']());}catch(_0x122f4c){_0x8969bb['push'](_0x8969bb['shift']());}}}(_0x5d4d,0x78a20));import{extension_prompt_roles,setExtensionPrompt}from'/script.js';import*as _0x5601af from'./utils/context-utils.js';import{defaultSettings as _0x3a47de}from'./rag-settings.js';const MODULE_NAME=_0x3413e8(0x26f),OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME=_0x3413e8(0x1fa);let context=null,settings=null;export{initialize,getSettings,saveSettings,resetSettings,testApiConnection,fetchEmbeddingModels,fetchRerankModels,getVectorCount,purgeStorage,getMessagesForCondensation,processCondensation,ingestTextToHanlinyuan,getCollectionId};function initialize(){const _0x26a106=_0x3413e8;context=SillyTavern[_0x26a106(0x272)]();if(!context){console['error']('[翰林院]\x20未能获取SillyTavern上下文，初始化失败。');return;}settings=getSettings();const _0x208934=window[OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME];typeof _0x208934===_0x26a106(0x203)?(window[OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME]=async function(..._0x5d84bd){await rearrangeChat(..._0x5d84bd),await _0x208934(..._0x5d84bd);},console['log']('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['log'](_0x26a106(0x1f0)+OFFICIAL_REARRANGE_CHAT_FUNCTION_NAME));}async function ingestTextToHanlinyuan(_0x3531ed){const _0x37b336=_0x3413e8;if(!settings)return{'success':![],'error':_0x37b336(0x23d)};try{const _0x1e13da=splitIntoChunks(_0x3531ed)[_0x37b336(0x1f6)](_0x229d99=>({'text':_0x229d99}));if(_0x1e13da[_0x37b336(0x226)]===0x0)return{'success':!![]};const _0x1c4195=await insertVectors(_0x1e13da);return{'success':!![],'count':_0x1c4195['count']};}catch(_0x4e0e0b){return console[_0x37b336(0x214)](_0x37b336(0x230),_0x4e0e0b),{'success':![],'error':_0x4e0e0b['message']};}}function getSettings(){const _0x4565e5=_0x3413e8;if(!context||!context[_0x4565e5(0x223)])return structuredClone(_0x3a47de);let _0x414d43=context[_0x4565e5(0x223)][MODULE_NAME];!_0x414d43&&(_0x414d43={},context[_0x4565e5(0x223)][MODULE_NAME]=_0x414d43);for(const _0x51e5c3 in _0x3a47de){if(_0x414d43[_0x51e5c3]===undefined)_0x414d43[_0x51e5c3]=structuredClone(_0x3a47de[_0x51e5c3]);else{if(typeof _0x3a47de[_0x51e5c3]===_0x4565e5(0x209)&&!Array[_0x4565e5(0x24c)](_0x3a47de[_0x51e5c3])&&_0x3a47de[_0x51e5c3]!==null)for(const _0x50e852 in _0x3a47de[_0x51e5c3]){_0x414d43[_0x51e5c3][_0x50e852]===undefined&&(_0x414d43[_0x51e5c3][_0x50e852]=_0x3a47de[_0x51e5c3][_0x50e852]);}}}return _0x414d43;}function _0x5d4d(){const 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_0x54927b;};return _0x5d4d();}function saveSettings(){const _0x1c94c2=_0x3413e8;if(context)context[_0x1c94c2(0x242)]();}function resetSettings(){context&&(context['extensionSettings'][MODULE_NAME]=structuredClone(_0x3a47de),saveSettings());}function showNotification(_0x532e72,_0x5af33b='info'){toastr[_0x5af33b](_0x532e72);}function splitIntoChunks(_0x5a96a2){const _0xd71736=_0x3413e8,{chunkSize:_0x1cb5fb,overlap:_0x55564b}=settings[_0xd71736(0x20c)],_0x26ba41=[];if(!_0x5a96a2||_0x1cb5fb<=0x0)return _0x26ba41;let _0x4ad672=0x0;while(_0x4ad672<_0x5a96a2[_0xd71736(0x226)]){const _0x4c3356=Math[_0xd71736(0x246)](_0x4ad672+_0x1cb5fb,_0x5a96a2[_0xd71736(0x226)]);_0x26ba41[_0xd71736(0x25c)](_0x5a96a2['substring'](_0x4ad672,_0x4c3356)),_0x4ad672+=_0x1cb5fb-_0x55564b;}return _0x26ba41;}import{getCollectionId}from'./utils/context-utils.js';function generateHash(_0xf926a6){const _0x39e6d3=_0x3413e8;let _0x4c1098=0x0;for(let _0x1dfa86=0x0;_0x1dfa86<_0xf926a6[_0x39e6d3(0x226)];_0x1dfa86++){const _0x54ea79=_0xf926a6[_0x39e6d3(0x251)](_0x1dfa86);_0x4c1098=(_0x4c1098<<0x5)-_0x4c1098+_0x54ea79,_0x4c1098=_0x4c1098&_0x4c1098;}return Math[_0x39e6d3(0x263)](_0x4c1098)[_0x39e6d3(0x231)](0x24);}function getSanitizedBaseUrl(_0x64b871){const _0x31f562=_0x3413e8;let _0x4a3da2=_0x64b871[_0x31f562(0x21d)]();return _0x4a3da2['endsWith']('/')&&(_0x4a3da2=_0x4a3da2[_0x31f562(0x229)](0x0,-0x1)),_0x4a3da2[_0x31f562(0x20d)](_0x31f562(0x235))&&(_0x4a3da2=_0x4a3da2[_0x31f562(0x229)](0x0,-0x3)),_0x4a3da2[_0x31f562(0x20d)](_0x31f562(0x1f9))&&(_0x4a3da2=_0x4a3da2['slice'](0x0,-0xb)),_0x4a3da2;}async function fetchEmbeddingModels(){const _0x188e80=_0x3413e8,{apiKey:_0x1a0696}=settings[_0x188e80(0x213)],_0x54ec0d=getApiEndpointUrl(!![]);if(!_0x54ec0d||!_0x1a0696)throw new Error(_0x188e80(0x24e));const _0x4ff528=getSanitizedBaseUrl(_0x54ec0d),_0x554b6a=_0x4ff528+'/v1/models';console[_0x188e80(0x26e)]('[翰林院]\x20正在从\x20'+_0x554b6a+_0x188e80(0x273));const _0x4fd28d=await fetch(_0x554b6a,{'method':'GET','headers':getApiHeaders()});if(!_0x4fd28d['ok']){const _0x5e4e7a=await _0x4fd28d[_0x188e80(0x1eb)]();throw new Error('获取模型列表失败\x20('+_0x4fd28d[_0x188e80(0x20b)]+_0x188e80(0x243)+_0x5e4e7a);}const _0x3cbc46=await _0x4fd28d[_0x188e80(0x256)]();if(!_0x3cbc46[_0x188e80(0x221)]||!Array[_0x188e80(0x24c)](_0x3cbc46['data']))throw new Error(_0x188e80(0x227));return _0x3cbc46[_0x188e80(0x221)][_0x188e80(0x1f6)](_0x9225fb=>_0x9225fb['id'])[_0x188e80(0x1e7)]();}function getRerankBaseUrl(_0x207a80){const _0x3990c2=_0x3413e8;let _0x25d8f1=_0x207a80[_0x3990c2(0x21d)]();return _0x25d8f1['endsWith']('/')&&(_0x25d8f1=_0x25d8f1[_0x3990c2(0x229)](0x0,-0x1)),_0x25d8f1['endsWith'](_0x3990c2(0x235))&&(_0x25d8f1=_0x25d8f1['slice'](0x0,-0x3)),_0x25d8f1['endsWith'](_0x3990c2(0x215))&&(_0x25d8f1=_0x25d8f1[_0x3990c2(0x229)](0x0,-0x7)),_0x25d8f1;}function _0x4f86(_0x12cd16,_0xc495b3){const _0x5d4d86=_0x5d4d();return _0x4f86=function(_0x4f863c,_0x4b2b00){_0x4f863c=_0x4f863c-0x1e5;let _0x4b1d18=_0x5d4d86[_0x4f863c];return _0x4b1d18;},_0x4f86(_0x12cd16,_0xc495b3);}async function fetchRerankModels(){const _0x59e841=_0x3413e8,{url:_0x4c7f7,apiKey:_0x1efa77}=settings[_0x59e841(0x1f8)];if(!_0x4c7f7||!_0x1efa77)throw new Error(_0x59e841(0x23e));const _0x5cec68=getRerankBaseUrl(_0x4c7f7),_0x2a0042=_0x5cec68+'/v1/models';console[_0x59e841(0x26e)](_0x59e841(0x1e9)+_0x2a0042+'\x20获取模型列表...');const _0x10968c=await fetch(_0x2a0042,{'method':_0x59e841(0x200),'headers':{'Authorization':_0x59e841(0x222)+_0x1efa77}});if(!_0x10968c['ok']){const _0x21775c=await _0x10968c['text']();throw new Error(_0x59e841(0x1fd)+_0x10968c[_0x59e841(0x20b)]+_0x59e841(0x243)+_0x21775c);}const _0x54d696=await _0x10968c[_0x59e841(0x256)]();if(!_0x54d696['data']||!Array[_0x59e841(0x24c)](_0x54d696[_0x59e841(0x221)]))throw new Error(_0x59e841(0x276));return _0x54d696[_0x59e841(0x221)]['map'](_0x506bdb=>_0x506bdb['id'])[_0x59e841(0x1e7)]();}function getApiEndpointUrl(_0x2d4f32=![]){const _0x3beb88=_0x3413e8,{apiEndpoint:_0x2e1952,customApiUrl:_0x544d4c}=settings['retrieval'];let _0x21c81f;switch(_0x2e1952){case _0x3beb88(0x268):_0x21c81f=_0x3beb88(0x21e);break;case _0x3beb88(0x1f1):case _0x3beb88(0x277):_0x21c81f=_0x544d4c;break;default:_0x21c81f=_0x3beb88(0x21e);break;}if(_0x2d4f32)return _0x21c81f;return getSanitizedBaseUrl(_0x21c81f)+'/v1/embeddings';}function getApiHeaders(){const _0x4084da=_0x3413e8,_0x22d7bc={'Content-Type':_0x4084da(0x201)},{apiKey:_0x417a27,apiEndpoint:_0x244c1d}=settings[_0x4084da(0x213)];switch(_0x244c1d){case _0x4084da(0x268):case'custom':_0x22d7bc[_0x4084da(0x210)]=_0x4084da(0x222)+_0x417a27;break;case _0x4084da(0x1f1):_0x22d7bc[_0x4084da(0x25d)]=_0x417a27;break;}return _0x22d7bc;}async function getEmbeddings(_0x18a4ae){const _0x795df6=_0x3413e8;if(!settings['retrieval'][_0x795df6(0x236)])throw new Error(_0x795df6(0x216));const _0xe504d3=getApiEndpointUrl(),_0x51deee=getApiHeaders(),_0x1e61b5=settings[_0x795df6(0x213)][_0x795df6(0x211)],_0x3e88de=settings[_0x795df6(0x213)][_0x795df6(0x25a)]||0x5,_0x3d8d2d=[];for(let _0x5609c0=0x0;_0x5609c0<_0x18a4ae['length'];_0x5609c0+=_0x3e88de){const _0x503d90=_0x18a4ae[_0x795df6(0x229)](_0x5609c0,_0x5609c0+_0x3e88de),_0x2c5331=await fetch(_0xe504d3,{'method':_0x795df6(0x24a),'headers':_0x51deee,'body':JSON[_0x795df6(0x259)]({'input':_0x503d90,'model':_0x1e61b5})});if(!_0x2c5331['ok']){const _0x54f6ba=await _0x2c5331[_0x795df6(0x1eb)]();throw new Error(_0x795df6(0x22d)+_0x2c5331[_0x795df6(0x20b)]+':\x20'+_0x54f6ba);}const _0xd12b4a=await _0x2c5331['json']();_0x3d8d2d[_0x795df6(0x25c)](..._0xd12b4a['data'][_0x795df6(0x1f6)](_0x1ceb57=>_0x1ceb57[_0x795df6(0x208)])),_0x5609c0+_0x3e88de<_0x18a4ae['length']&&await new Promise(_0x597413=>setTimeout(_0x597413,0xc8));}return _0x3d8d2d;}async function queryVectors(_0x111910){const _0x4784c7=_0x3413e8;console[_0x4784c7(0x26e)](_0x4784c7(0x1ff));const _0x19d6c4=getCollectionId();console[_0x4784c7(0x26e)](_0x4784c7(0x261)+_0x19d6c4);const _0xe0f492=(await getEmbeddings([_0x111910]))[0x0],_0x38078d={'collectionId':_0x19d6c4,'searchText':_0x111910,'topK':settings[_0x4784c7(0x20c)]['maxResults'],'threshold':settings[_0x4784c7(0x20c)][_0x4784c7(0x241)],'source':_0x4784c7(0x24d),'embeddings':{[_0x111910]:_0xe0f492}};console[_0x4784c7(0x26e)](_0x4784c7(0x1fe),JSON[_0x4784c7(0x259)](_0x38078d,null,0x2));const _0x29bad9=await fetch(_0x4784c7(0x240),{'method':_0x4784c7(0x24a),'headers':context[_0x4784c7(0x22c)](),'body':JSON[_0x4784c7(0x259)](_0x38078d)});console['log'](_0x4784c7(0x266)+_0x29bad9['status']);if(!_0x29bad9['ok']){const _0x5b9011=await _0x29bad9[_0x4784c7(0x1eb)]();console['error']('[翰林院-日志]\x20宝库查询API错误:',_0x5b9011);throw new Error(_0x4784c7(0x262)+_0x29bad9[_0x4784c7(0x20b)]+':\x20'+_0x5b9011);}const _0x4964a0=await _0x29bad9[_0x4784c7(0x256)]();console[_0x4784c7(0x26e)](_0x4784c7(0x20e),_0x4964a0);const _0x554f0c=_0x4964a0['metadata']||_0x4964a0[_0x4784c7(0x23f)]||_0x4964a0[_0x4784c7(0x221)]||[];return console[_0x4784c7(0x26e)](_0x4784c7(0x25f)+_0x554f0c[_0x4784c7(0x226)]+_0x4784c7(0x212)),_0x554f0c;}async function insertVectors(_0x245d4f){const _0x2f67c4=_0x3413e8;console[_0x2f67c4(0x26e)](_0x2f67c4(0x233));const _0x1e3653=getCollectionId();console[_0x2f67c4(0x26e)](_0x2f67c4(0x207)+_0x1e3653);const _0x215de6=_0x245d4f[_0x2f67c4(0x1f6)](_0x429601=>_0x429601[_0x2f67c4(0x1eb)]);if(_0x215de6[_0x2f67c4(0x226)]===0x0)return console[_0x2f67c4(0x26e)](_0x2f67c4(0x1fb)),{'success':!![],'count':0x0};console[_0x2f67c4(0x26e)]('[翰林院-日志]\x20正在为\x20'+_0x215de6[_0x2f67c4(0x226)]+_0x2f67c4(0x234));const _0x229ea0=await getEmbeddings(_0x215de6);console[_0x2f67c4(0x26e)](_0x2f67c4(0x1ea)+_0x229ea0[_0x2f67c4(0x226)]+'\x20个向量。');const _0x148c6a=_0x245d4f[_0x2f67c4(0x1f6)]((_0x579090,_0x4a7dd0)=>({'hash':generateHash(_0x579090['text']+Date[_0x2f67c4(0x204)]()+_0x4a7dd0),'text':_0x579090[_0x2f67c4(0x1eb)]})),_0x4fa414=_0x148c6a[_0x2f67c4(0x24b)]((_0x3f5ba0,_0xb05e05,_0x196ab9)=>{const _0x160642=_0x2f67c4;return _0x3f5ba0[_0xb05e05[_0x160642(0x1eb)]]=_0x229ea0[_0x196ab9],_0x3f5ba0;},{}),_0x1698d5={'collectionId':_0x1e3653,'items':_0x148c6a,'source':_0x2f67c4(0x24d),'embeddings':_0x4fa414};console[_0x2f67c4(0x26e)](_0x2f67c4(0x23c),{'collectionId':_0x1698d5['collectionId'],'source':_0x1698d5['source'],'itemCount':_0x1698d5[_0x2f67c4(0x25b)]['length'],'embeddingCount':Object[_0x2f67c4(0x21f)](_0x1698d5['embeddings'])[_0x2f67c4(0x226)]});const _0x1a8cd1=await fetch(_0x2f67c4(0x270),{'method':_0x2f67c4(0x24a),'headers':context[_0x2f67c4(0x22c)](),'body':JSON[_0x2f67c4(0x259)](_0x1698d5)});console[_0x2f67c4(0x26e)]('[翰林院-日志]\x20/api/vector/insert\x20响应状态:\x20'+_0x1a8cd1['status']);if(!_0x1a8cd1['ok']){const _0xfc33c9=await _0x1a8cd1[_0x2f67c4(0x1eb)]();console[_0x2f67c4(0x214)]('[翰林院-日志]\x20忆识存入API错误:',_0xfc33c9);throw new Error(_0x2f67c4(0x22a)+_0x1a8cd1[_0x2f67c4(0x20b)]+':\x20'+_0xfc33c9);}return console[_0x2f67c4(0x26e)](_0x2f67c4(0x26b)),{'success':!![],'count':_0x148c6a[_0x2f67c4(0x226)]};}async function testApiConnection(){await getEmbeddings(['测试连接']);}async function getVectorCount(){const _0x394d5a=_0x3413e8;console[_0x394d5a(0x26e)]('[翰林院-日志]\x20开始获取向量总数...');const _0x503d43=getCollectionId();console[_0x394d5a(0x26e)](_0x394d5a(0x22f)+_0x503d43);const _0x43fe84={'collectionId':_0x503d43,'source':'webllm','embeddings':{}};console[_0x394d5a(0x26e)](_0x394d5a(0x205),JSON['stringify'](_0x43fe84,null,0x2));const _0x41bb50=await fetch(_0x394d5a(0x239),{'method':'POST','headers':context[_0x394d5a(0x22c)](),'body':JSON[_0x394d5a(0x259)](_0x43fe84)});console[_0x394d5a(0x26e)]('[翰林院-日志]\x20/api/vector/list\x20响应状态:\x20'+_0x41bb50['status']);if(!_0x41bb50['ok']){const _0xf18e1f=await _0x41bb50[_0x394d5a(0x1eb)]();return console[_0x394d5a(0x214)]('[翰林院-日志]\x20获取向量列表API错误:',_0xf18e1f),0x0;}const _0x5e29b8=await _0x41bb50['json']();console[_0x394d5a(0x26e)](_0x394d5a(0x257),_0x5e29b8);let _0x4f62ce=0x0;if(Array[_0x394d5a(0x24c)](_0x5e29b8))_0x4f62ce=_0x5e29b8['length'];else _0x5e29b8&&_0x5e29b8['hashes']&&(_0x4f62ce=_0x5e29b8[_0x394d5a(0x1ed)][_0x394d5a(0x226)]);return console[_0x394d5a(0x26e)](_0x394d5a(0x264)+_0x4f62ce),_0x4f62ce;}async function purgeStorage(){const _0x46b223=_0x3413e8;console[_0x46b223(0x26e)](_0x46b223(0x260));const _0x199487=getCollectionId();console[_0x46b223(0x26e)](_0x46b223(0x224)+_0x199487);const _0x4604e0={'collectionId':_0x199487};console[_0x46b223(0x26e)](_0x46b223(0x26c),JSON[_0x46b223(0x259)](_0x4604e0,null,0x2));const _0xa9dc49=await fetch('/api/vector/purge',{'method':_0x46b223(0x24a),'headers':context[_0x46b223(0x22c)](),'body':JSON[_0x46b223(0x259)](_0x4604e0)});console[_0x46b223(0x26e)](_0x46b223(0x1f3)+_0xa9dc49[_0x46b223(0x20b)]);if(!_0xa9dc49['ok']){const _0x4977c1=await _0xa9dc49[_0x46b223(0x1eb)]();console['error'](_0x46b223(0x245),_0x4977c1);}else console[_0x46b223(0x26e)](_0x46b223(0x1f5));return _0xa9dc49['ok'];}function getMessagesForCondensation(_0x51a914=null){const _0x2bd131=_0x3413e8;if(!settings[_0x2bd131(0x1f4)][_0x2bd131(0x206)])return showNotification(_0x2bd131(0x1e8),_0x2bd131(0x1ee)),[];const {layerStart:_0x2dda84,layerEnd:_0x2df5a9}=settings[_0x2bd131(0x1f4)],_0x40d450=_0x51a914||settings[_0x2bd131(0x1f4)][_0x2bd131(0x21b)],_0xf24f8=context['chat']['length'],_0x5051f5=Math[_0x2bd131(0x247)](0x0,_0x2dda84-0x1),_0x3cb240=Math[_0x2bd131(0x246)](_0xf24f8,_0x2df5a9),_0x2e80e9=context[_0x2bd131(0x249)][_0x2bd131(0x229)](_0x5051f5,_0x3cb240);return _0x2e80e9[_0x2bd131(0x218)](_0x1be70a=>{const _0x43ae21=_0x2bd131,_0x1f4ed0=_0x1be70a[_0x43ae21(0x250)]===!![],_0x473a78=_0x1be70a[_0x43ae21(0x250)]===![];if(!_0x1be70a[_0x43ae21(0x220)]||!_0x1be70a[_0x43ae21(0x220)][_0x43ae21(0x21d)]())return![];return _0x40d450[_0x43ae21(0x238)]&&_0x1f4ed0||_0x40d450['ai']&&_0x473a78;});}async function processCondensation(_0x62c67f){const _0x77bb14=_0x3413e8;if(!_0x62c67f||_0x62c67f['length']===0x0)return{'success':![],'error':_0x77bb14(0x20a)};const _0x3d1671=_0x62c67f[_0x77bb14(0x1f6)](_0xec38eb=>({'text':(_0xec38eb['mes']||'')[_0x77bb14(0x219)](/<[^>]*>/g,'')[_0x77bb14(0x21d)]()}))[_0x77bb14(0x218)](_0xdc449f=>_0xdc449f[_0x77bb14(0x1eb)][_0x77bb14(0x226)]>0x0),_0x42522f=_0x3d1671['flatMap'](_0x5d907a=>splitIntoChunks(_0x5d907a['text'])['map'](_0x1d2bce=>({'text':_0x1d2bce})));if(_0x42522f['length']===0x0)return{'success':![],'error':'No\x20valid\x20chunks\x20generated.'};return await insertVectors(_0x42522f);}async function rerankResults(_0x1b4896,_0x414fe5,_0x2ea1ae){const _0x269ae1=_0x3413e8;if(!_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x206)]||_0x1b4896[_0x269ae1(0x226)]===0x0)return _0x1b4896[_0x269ae1(0x1e7)]((_0x2327ce,_0x38422d)=>(_0x38422d[_0x269ae1(0x275)]||0x0)-(_0x2327ce[_0x269ae1(0x275)]||0x0)),_0x1b4896['slice'](0x0,_0x2ea1ae[_0x269ae1(0x20c)]['maxResults']);console[_0x269ae1(0x26e)]('[翰林院-Rerank]\x20开始重排序...');try{const _0x24a0e2=_0x1b4896[_0x269ae1(0x1f6)]((_0x47b6c4,_0x366419)=>({'text':_0x47b6c4['text'],'original_index':_0x366419})),_0x590fb3=getRerankBaseUrl(_0x2ea1ae['rerank'][_0x269ae1(0x225)]),_0x3d4431=_0x590fb3+_0x269ae1(0x23a),_0x104e8f=await fetch(_0x3d4431,{'method':_0x269ae1(0x24a),'headers':{'Content-Type':_0x269ae1(0x201),'Authorization':_0x269ae1(0x222)+_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x236)]},'body':JSON['stringify']({'query':_0x414fe5,'documents':_0x24a0e2['map'](_0x2f2c40=>_0x2f2c40[_0x269ae1(0x1eb)]),'model':_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x24f)],'top_n':_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x267)]})});if(!_0x104e8f['ok']){const _0x59c461=await _0x104e8f['text']();throw new Error('Rerank\x20API\x20请求失败\x20('+_0x104e8f[_0x269ae1(0x20b)]+'):\x20'+_0x59c461);}const _0x580bd6=await _0x104e8f[_0x269ae1(0x256)]();console['log']('[翰林院-Rerank]\x20Rerank\x20API\x20响应:',_0x580bd6);const _0x4a8697=_0x1b4896['map']((_0x7c2d23,_0x7b285f)=>({..._0x7c2d23,'original_index':_0x7b285f})),_0x56058f=_0x2ea1ae['rerank']['hybrid_alpha'],_0x1b1b1c=_0x4a8697[_0x269ae1(0x1f6)](_0x3287f6=>{const _0x132463=_0x269ae1,_0x2b267c=_0x580bd6[_0x132463(0x23f)][_0x132463(0x253)](_0x3d87ab=>_0x3d87ab[_0x132463(0x26a)]===_0x3287f6[_0x132463(0x248)]),_0x51c8dc=_0x2b267c?_0x2b267c['relevance_score']:0x0,_0x947376=_0x51c8dc*_0x56058f+(_0x3287f6[_0x132463(0x275)]||0x0)*(0x1-_0x56058f);return{..._0x3287f6,'hybrid_score':_0x947376,'rerank_score':_0x51c8dc};});return _0x1b1b1c[_0x269ae1(0x1e7)]((_0x1337d6,_0xa950fa)=>(_0xa950fa['hybrid_score']||0x0)-(_0x1337d6[_0x269ae1(0x254)]||0x0)),console[_0x269ae1(0x26e)](_0x269ae1(0x1e6),_0x1b1b1c[_0x269ae1(0x229)](0x0,_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x267)])),_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x265)]&&showNotification(_0x269ae1(0x22b),_0x269ae1(0x232)),_0x1b1b1c['slice'](0x0,_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x267)]);}catch(_0x3043c8){return console[_0x269ae1(0x214)](_0x269ae1(0x274),_0x3043c8),_0x2ea1ae[_0x269ae1(0x1f8)][_0x269ae1(0x265)]&&showNotification(_0x269ae1(0x21c)+_0x3043c8[_0x269ae1(0x1f7)],_0x269ae1(0x214)),_0x1b4896[_0x269ae1(0x1e7)]((_0x1764ab,_0x7405f5)=>(_0x7405f5['score']||0x0)-(_0x1764ab[_0x269ae1(0x275)]||0x0)),_0x1b4896[_0x269ae1(0x229)](0x0,_0x2ea1ae[_0x269ae1(0x20c)][_0x269ae1(0x271)]);}}async function rearrangeChat(_0x14fefd,_0x50af3c,_0x3ecdf8,_0x4ca33c){const _0x3b36c5=_0x3413e8;setExtensionPrompt('HANLINYUAN_RAG','',settings['injection']['position'],settings[_0x3b36c5(0x22e)][_0x3b36c5(0x1ef)],![],settings[_0x3b36c5(0x22e)][_0x3b36c5(0x237)]);if(_0x4ca33c===_0x3b36c5(0x269)||!settings[_0x3b36c5(0x213)][_0x3b36c5(0x206)])return;const _0x2ad1bc=_0x14fefd['slice'](-settings[_0x3b36c5(0x20c)][_0x3b36c5(0x258)]);if(_0x2ad1bc[_0x3b36c5(0x226)]===0x0)return;const _0x90a208=_0x2ad1bc[_0x3b36c5(0x1f6)](_0x2b6326=>_0x2b6326['mes'])[_0x3b36c5(0x228)]('\x20')['replace'](/<[^>]*>/g,'')[_0x3b36c5(0x21d)]();if(!_0x90a208)return;try{const _0x252e94=await queryVectors(_0x90a208);if(_0x252e94['length']===0x0)return;const _0x29c0f0=await rerankResults(_0x252e94,_0x90a208,settings);if(_0x29c0f0[_0x3b36c5(0x226)]===0x0)return;const _0x127f7b=_0x29c0f0['map'](_0x4a83a7=>_0x4a83a7[_0x3b36c5(0x1eb)])[_0x3b36c5(0x228)]('\x0a\x0a'),_0x4fc43c=settings[_0x3b36c5(0x22e)][_0x3b36c5(0x252)][_0x3b36c5(0x219)]('{{text}}',_0x127f7b);setExtensionPrompt('HANLINYUAN_RAG',_0x4fc43c,settings[_0x3b36c5(0x22e)]['position'],settings[_0x3b36c5(0x22e)]['depth'],![],settings[_0x3b36c5(0x22e)][_0x3b36c5(0x237)]);}catch(_0x3031d8){console[_0x3b36c5(0x214)](_0x3b36c5(0x244),_0x3031d8);if(settings[_0x3b36c5(0x213)][_0x3b36c5(0x265)])showNotification(_0x3b36c5(0x25e)+_0x3031d8[_0x3b36c5(0x1f7)],_0x3b36c5(0x214));}}