iBet uBet
web content aggregator. Adding the entire web to your favor.
Link to original content:
https://api.openalex.org/works/doi:10.48550/ARXIV.2407.05138
{"id":"https://openalex.org/W4400480776","doi":"https://doi.org/10.48550/arxiv.2407.05138","title":"Vortex under Ripplet: An Empirical Study of RAG-enabled Applications","display_name":"Vortex under Ripplet: An Empirical Study of RAG-enabled Applications","publication_year":2024,"publication_date":"2024-07-06","ids":{"openalex":"https://openalex.org/W4400480776","doi":"https://doi.org/10.48550/arxiv.2407.05138"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05138","pdf_url":"https://arxiv.org/pdf/2407.05138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2407.05138","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111278562","display_name":"Yuchen Shao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shao, Yuchen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101395447","display_name":"Yuheng Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Huang, Yuheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101825641","display_name":"Jiawei Shen","orcid":"https://orcid.org/0000-0002-9728-2352"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen, Jiawei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104293713","display_name":"Lei Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Lei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052673204","display_name":"Ting Su","orcid":"https://orcid.org/0000-0001-6351-8163"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Su, Ting","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5113283222","display_name":"Chengcheng Wan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wan, Chengcheng","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.6663,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11325","display_name":"Inertial Sensor and Navigation","score":0.6663,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/observability-analysis","display_name":"Observability Analysis","score":0.49717}],"concepts":[{"id":"https://openalex.org/C140820882","wikidata":"https://www.wikidata.org/wiki/Q732722","display_name":"Vortex","level":2,"score":0.65932333},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.35437286},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.34789598},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.28058252}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05138","pdf_url":"https://arxiv.org/pdf/2407.05138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2407.05138","pdf_url":"https://arxiv.org/pdf/2407.05138","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"enhanced":[4],"by":[5],"retrieval-augmented":[6],"generation":[7],"(RAG)":[8],"provide":[9],"effective":[10],"solutions":[11],"in":[12,20],"various":[13],"application":[14],"scenarios.":[15],"However,":[16],"developers":[17],"face":[18],"challenges":[19],"integrating":[21],"RAG-enhanced":[22,52],"LLMs":[23],"into":[24],"software":[25,35,73,98],"systems,":[26],"due":[27],"to":[28,88],"lack":[29],"of":[30,65],"interface":[31],"specification,":[32],"requirements":[33],"from":[34],"context,":[36],"and":[37,54,76,85,100],"complicated":[38],"system":[39],"management.":[40],"In":[41],"this":[42,93],"paper,":[43],"we":[44],"manually":[45],"studied":[46],"100":[47],"open-source":[48],"applications":[49,66],"that":[50,61,71],"incorporate":[51],"LLMs,":[53],"their":[55],"issue":[56],"reports.":[57],"We":[58,78,91],"have":[59,79],"found":[60],"more":[62],"than":[63],"98%":[64],"contain":[67],"multiple":[68],"integration":[69],"defects":[70],"harm":[72],"functionality,":[74],"efficiency,":[75],"security.":[77],"also":[80],"generalized":[81],"19":[82],"defect":[83],"patterns":[84],"proposed":[86],"guidelines":[87],"tackle":[89],"them.":[90],"hope":[92],"work":[94],"could":[95],"aid":[96],"LLM-enabled":[97],"development":[99],"motivate":[101],"future":[102],"research.":[103]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4400480776","counts_by_year":[],"updated_date":"2024-12-04T20:30:40.859925","created_date":"2024-07-10"}
