更新多个模块，优化API密钥管理，增强意图识别和Excel数据验证功能，添加置信度评分，改进日志记录和错误处理机制，支持调试模式，提升代码可读性和灵活性。

api_key.txt

@@ -1,11 +1,7 @@
 sk-kvgfuqeqvpmfsccykyoohheshclcrtvjlnewratvrjpkpbkc
-sk-mxbapcczwjsyrictwgigxgcvdgptyfrlynrewqioegqwrggv
-sk-dujjzxrknevesbagqgqmuffxsosjoueviubnmodoormlmlzt
-sk-lsukfggzghmdhtfhqcbmlfqabbtapwpuxnvtwshqqqlaesie
 sk-aulumxzhvaladchcwgmsxidtdsvzytbpvzqgfuvcxlwbwcgl
 sk-otxxemniwhxkdvroszmmkitswwuykosnqoldrkzdoflqpgvw
 sk-zlruqobfdbjebyyvkmehakpcvfgnlfbdlbfrepusazzckbnv
-sk-zryimztrlkgvcaiolarhvbcewmhwruhqfcndbylonzlqvdox
 sk-rczjqufgdisqplkrmvhaxmdgcboluvxympvzljlreuqeeviq
 sk-xfnvcksdgwufsktvmhpqrwpgovsxxtaeehtxnaqjtxmubqzl
 sk-wwonvjnowbcxmoyoluynnkjwerghspzdulyidskunkordaft
@@ -16,10 +12,8 @@ sk-lvtdgodiaurqyiwdxtdrgxifguychhccqlqkhqctscvqbfgi
 sk-aedlbtlmqcttxwnvlfmxzaysamocamqxjceoyqjfgpcowybw
 sk-fahdvndjblyjlizamvwcrxnilsgmbgbvwssxgquhkezgpqne
 sk-tzludgttzxvpvwayazdbppbauvathdtccafjrhojpemucgyi
-sk-hrbroidbfusidwnsmxenuzljxgdzzxiimlezygxplavnxjik
 sk-ylgoiqxmtxeojdnonthxtweungyzldaqarvjxlqyztlvyrff
 sk-asuqbqwdhjcqnvtjlwufyrkrwkobnrbmukzarvcctsgjipdp
-sk-dpgpymiydutoexgvkajwgahagnfmcqzafwulccudnzvleifz
 sk-nbksjgcngsayoumnsdbkcpnqivnvxjenwpzuazzrkhnsgeoo
 sk-jgybgyayxlwoxeijgrjcneqlyusleohgbliuwpsuhocrjsmk
 sk-wzjsmwxcbbpcrqivqfzjwufqqjtlwejtncnvbpeicznkwiuh
@@ -28,7 +22,6 @@ sk-fcsfmyivfuojsqsditvobfqprdpeunukycpcfnoxkraqevpx
 sk-szyjgyxrcvyxpvzfwgmbxnflxngxvcplitcctsdvvrqjgftk
 sk-jzbodthsnvjwbyrnynsxrudtqfnbdbrcxebjwjgajocnzqse
 sk-fxepossfzpmccibfwqpkluorzqlbtcaplepeugtfzfsctcbl
-sk-ympnflocrkxjrbubsxqdjqwicuyavvvysctlpfhunkcrzxjx
 sk-flhqvziknntednkcgjaxlyzzsrfzjhrzrmteqonajpbiinni
 sk-xfregpbbquqbxpiobjzanydsjivrjrnbokzxcqtnhxhyghhe
 sk-jrdzerhmvrtvzawkksowbgkggkubwfquplmrxbdhespqgtis
@@ -112,4 +105,14 @@ sk-hpgusoznbejkugxugsstyezaihqatwmwiwelwjwudekoxlbq
 sk-yyqtojpqfrtkyvmhbjvnzhuujzgvitqpuxkytgxspwqscptz
 sk-vcwenoaiegiwqhdvalxrvttwqmcrudttpfqhlvtdocsxvvob
 sk-npnyztbrdaqtbnldlvfelkfbfozykuwykkkfsrsisytusymj
-sk-rjaadeqsgoskclkuqkkyjxdknngrdsjwlgucqutiskroprzk
+sk-rjaadeqsgoskclkuqkkyjxdknngrdsjwlgucqutiskroprzk
+sk-uollmeyatyiwfzszvxkpyndmzfrbqjpyixewmrastbmaqbhy
+sk-xdlsjytiwilvodadkjxvwdgulhhdytkqvfpyrcnllclgzqkb
+sk-ffkltifkylutornjhwmnmfjsqsywrjibvujhjtjctzgnkvlp
+sk-vmwocqqjqxnsvzmeyvqskahjaclifpmsbhywvnrvwygkfyuj
+sk-gzwkmzxeeunaywrdrgirdatqhdtqdgvzqpesvprwbbjhcchn
+sk-duchutcxmygrnkhzmmlykvtzwaylqtdxfbbuhvfvzuapazii
+sk-nlddwexmjxqtgdvahwvlotnomrzcgskxeakxkxauicknzfkp
+sk-lopwluipwvilwpwztvaxfebueeyilefwgncgpeprqvwazxom
+sk-rgwrklpvhhrluokkbgavzukuhhpfhqzmozpjzoezfhkxyorc
+sk-cdrpglnfmyeeqyhtvxvkpcpwscsbfouwkagjpphuksfzeipy