"召回的文档和相似度分数：[(Document(page_content='****** LOGI APT Group Intelligence Research Yearbook APT Knowledge Graph APT组织情报 研究年鉴', metadata={'source': './KnowledgeStore/APT group Intelligence Research handbook-2022.pdf', 'page': 0}), 0.45381865), (Document(page_content='9 MANDIANT APT42: Crooked Charms, Cons and Compromises FIGURE 8. APT42 impersonates University of Oxford vaccinologist. APT42 Credential harvesting page masquerading as a Yahoo login portal.', metadata={'source': './KnowledgeStore/APT42_Crooked_Charms_Cons_and_Compromises.pdf', 'page': 8}), 0.4535672), (Document(page_content='The origin story of APT32 macros T H R E A T R E S E A R C H R E P O R T R u n n i n g t h r o u g h a l l t h e S U O f i l e s t r u c t u r e s i s l a b o r i o u s a n d d i d n ’ t y i e l d m u c h m o r e t h a n a s t r i n g d u m p w o u l d h a v e d o n e a n y w a y . W e f i n d p a t h s t o s o u r c e c o d e f i l e s , p r o j e c t n a m e s , e t c . W e c a n i n f e r f r o m t h e m y r i a d o f r e f e r e n c e s i n XmlPackageOptions , O u t l i n i n g S t a t e D i r , e t c . , t h a t t h e HtaDotnet a n d ShellcodeLoader s o l u t i o n s w e r e o r i g i n a l l y u n d e r t h e f o l d e r p a t h G:\\\\WebBuilder\\\\Gift_HtaDotnet\\\\ . T h i s i s a l s o s u p p o r t e d b y t h e P D B p a t h s o f o l d e r b u i l t b i n a r i e s w i t h i n t h e b r o a d e r S t r i k e S u i t G i f t p a c k a g e . F r o m l o o k i n g a t D e b u g g e r W a t c h e s v a l u e s i n o t h e r p r o j e c t s , w e c a n s e e t h a t t h e m a l w a r e d e v e l o p e r w a s a c t i v e l y d e b u g g i n g t h e h i s t o r i c a l p r o g r a m s . S U O f i l e D e b u g g e r W a t c h e s WebBuilder/HtaDotNet/HtaDotnet.v11.suo result WebBuilder/ShellcodeLoader/.vs/L/v14/.suo (char)77 WebBuilder/ShellcodeLoader/L.suo (char)77 3 4 04/2022', metadata={'source': './KnowledgeStore/Stairwell-threat-report-The-origin-of-APT32-macros.pdf', 'page': 33}), 0.38091612), (Document(page_content='2 APTs and COVID-19: How advanced persistent threats use the coronavirus as a lureTable of contents Introduction: APT groups using COVID-19 .........................................................', metadata={'source': './KnowledgeStore/200407-MWB-COVID-White-Paper_Final.pdf', 'page': 1}), 0.44476452)]\n"
]
}
],
"source": [
"query = r\"\"\"make a brief introduction of APT?\"\"\"\n",
"'\\nAnswer: APT stands for Advanced Persistent Threat, which is a type of malicious cyberattack that is carried out by a sophisticated hacker group or state-sponsored organization. APTs are designed to remain undetected for a long period of time and are often used to steal sensitive data or disrupt critical infrastructure.'"
