{"id":"https://openalex.org/W7207907951","doi":null,"title":"Demonstrace a vyu\u017eit\u00ed RAG technologi\u00ed pro vyhled\u00e1v\u00e1n\u00ed v textov\u00fdch dokumentech","display_name":"Demonstrace a vyu\u017eit\u00ed RAG technologi\u00ed pro vyhled\u00e1v\u00e1n\u00ed v textov\u00fdch dokumentech","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7207907951"},"language":"cs","primary_location":{"id":"pmh:oai:dspace.vsb.cz:10084/160534","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160534","pdf_url":"https://dspace.vsb.cz/bitstreams/e6149932-f64e-4c44-a2d4-b004c6d35c99/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.vsb.cz/bitstreams/e6149932-f64e-4c44-a2d4-b004c6d35c99/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5149689408","display_name":"Zhamshed Rabiyev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rabiyev, Zhamshed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5149689408"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9253000020980835,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9253000020980835,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.07010000199079514,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.0007999999797903001,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/retrieval-augmented-generation","display_name":"retrieval-augmented generation","score":0.9660000205039978},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"information retrieval","score":0.6489999890327454},{"id":"https://openalex.org/keywords/text-documents","display_name":"text documents","score":0.8980000019073486},{"id":"https://openalex.org/keywords/vector-search","display_name":"vector search","score":0.9139999747276306},{"id":"https://openalex.org/keywords/text-embeddings","display_name":"text embeddings","score":0.6629999876022339},{"id":"https://openalex.org/keywords/vector-databases","display_name":"vector databases","score":0.9359999895095825},{"id":"https://openalex.org/keywords/generative-language-models","display_name":"generative language models","score":0.8809999823570251},{"id":"https://openalex.org/keywords/document-indexing","display_name":"document indexing","score":0.9120000004768372},{"id":"https://openalex.org/keywords/document-splitting","display_name":"document splitting","score":0.6520000100135803},{"id":"https://openalex.org/keywords/web-application","display_name":"web application","score":0.699999988079071},{"id":"https://openalex.org/keywords/natural-language-questions","display_name":"natural language queries","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2793000042438507},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.21729999780654907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21449999511241913},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.20819999277591705},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.20569999516010284},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.20499999821186066},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.19660000503063202},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.19599999487400055},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.1873999983072281},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.1826000064611435}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:dspace.vsb.cz:10084/160534","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160534","pdf_url":"https://dspace.vsb.cz/bitstreams/e6149932-f64e-4c44-a2d4-b004c6d35c99/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"}],"best_oa_location":{"id":"pmh:oai:dspace.vsb.cz:10084/160534","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10084/160534","pdf_url":"https://dspace.vsb.cz/bitstreams/e6149932-f64e-4c44-a2d4-b004c6d35c99/download","source":{"id":"https://openalex.org/S4306401668","display_name":"DSpace V\u0160B-TUO (V\u0160B-TUO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142208455","host_organization_name":"VSB - Technical University of Ostrava","host_organization_lineage":["https://openalex.org/I142208455"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Bakal\u00e1\u0159sk\u00e1 pr\u00e1ce"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7207907951.pdf","grobid_xml":"https://content.openalex.org/works/W7207907951.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W3027879771","https://openalex.org/W4389984066","https://openalex.org/W4391876619","https://openalex.org/W4400342223","https://openalex.org/W4404783040"],"related_works":["https://openalex.org/W7051988657","https://openalex.org/W7165501347","https://openalex.org/W7197871026","https://openalex.org/W7166402484","https://openalex.org/W4409403806","https://openalex.org/W7052599136","https://openalex.org/W7131115639","https://openalex.org/W7165989797","https://openalex.org/W7133280049","https://openalex.org/W4404103212"],"abstract_inverted_index":{"Tato":[0],"bakal\u00e1\u0159sk\u00e1":[1],"pr\u00e1ce":[2,21],"se":[3],"zab\u00fdv\u00e1":[4],"n\u00e1vrhem":[5],"a":[6,31,53,74,93],"implementac\u00ed":[7],"syst\u00e9mu":[8,83],"pro":[9],"vyhled\u00e1v\u00e1n\u00ed":[10,26],"informac\u00ed":[11],"v":[12],"textov\u00fdch":[13],"dokumentech":[14],"s":[15,27],"vyu\u017eit\u00edm":[16],"architektury":[17],"Retrieval-Augmented":[18],"Generation":[19],"(RAG).C\u00edlem":[20],"je":[22,64,80],"propojit":[23],"metody":[24,54],"vektorov\u00e9ho":[25],"generativn\u00edmi":[28],"jazykov\u00fdmi":[29],"modely":[30],"vytvo\u0159it":[32],"syst\u00e9m":[33],"schopn\u00fd":[34],"poskytovat":[35],"relevantn\u00ed":[36],"odpov\u011bdi":[37],"na":[38,60],"z\u00e1klad\u011b":[39],"obsahu":[40],"dokument\u016f.V":[41],"pr\u00e1ci":[42],"jsou":[43],"pops\u00e1ny":[44],"principy":[45],"reprezentace":[46],"textu":[47],"pomoc\u00ed":[48,77],"embedding\u016f,":[49],"vyu\u017eit\u00ed":[50],"vektorov\u00fdch":[51],"datab\u00e1z\u00ed":[52],"zpracov\u00e1n\u00ed":[55],"dokument\u016f,":[56,71],"v\u010detn\u011b":[57],"jejich":[58,72],"rozd\u011blen\u00ed":[59],"men\u0161\u00ed":[61],"\u010d\u00e1sti.Sou\u010d\u00e1st\u00ed":[62],"\u0159e\u0161en\u00ed":[63],"implementace":[65],"webov\u00e9":[66],"aplikace,":[67],"kter\u00e1":[68],"umo\u017e\u0148uje":[69],"nahr\u00e1v\u00e1n\u00ed":[70],"indexaci":[73],"n\u00e1sledn\u00e9":[75],"dotazov\u00e1n\u00ed":[76],"p\u0159irozen\u00e9ho":[78],"jazyka.V\u00fdsledkem":[79],"funk\u010dn\u00ed":[81],"prototyp":[82],"demonstruj\u00edc\u00ed":[84],"v\u00fdhody":[85],"RAG":[86],"p\u0159\u00edstupu,":[87],"zejm\u00e9na":[88],"z":[89],"hlediska":[90],"p\u0159esnosti,":[91],"aktu\u00e1lnosti":[92],"transparentnosti":[94],"generovan\u00fdch":[95],"odpov\u011bd\u00ed.":[96]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-09-04T00:00:00"}