ChatGPT, chatboxes en het einde van de databases
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The document discusses using generative AI to simplify workflows in museums. It describes using chatbots and language models to generate keywords, convert file formats, create websites, and translate between natural language and structured queries. The document also discusses generating synthetic text descriptions from metadata and using chatbots to have unstructured conversations about museum collections.
ChatGPT, chatboxes en het einde van de databases
- 1. ChatGPT, chatboxes en het einde van de database Informatie aan Zee 20 oktober 2023 Tobias Hendrickx / MoMu Henk Vanstappen / Datable
- 7. 0. unstructured > structured > unstructured
- 8. UDC - booleaans zoeken - Linked Open Data - WikiData - ISBD - CIDOC-CRM - RDF - OSLO - Art & Architecture Thesaurus - UDC - RDF - Semantic Web - Knowledge Graph - Dublin Core - MARC - RDA - SKOS - Vocabularies - Taxonomies - Ontologies - Metadata - Controlled Vocabulary - Getty Thesaurus of Geographic Names (TGN) - LCSH - FRBR unstructured > structured > unstructured
- 9. Hoe kunnen we generatieve AI gebruiken om werkprocessen te vereenvoudigen? (work in progress)
- 11. The systemless Museum System Collectie
- 15. 12/10/2022
- 16. 12/2022
- 20. 1.2 Github copilot - data transformaties - jpeg naar pdf, rotate - create a website - combinatie met advies van chatgpt - nieuwe versies nog niet getest (python library, gpt code assistant, visual assistant?
- 21. 1.3 The Systemless Museum System (Flask app)
- 22. Flask app
- 27. Meer controle door gebruik te maken van eigen thesaurus (Europeana Fashion Thesaurus)
- 28. Meer controle door gebruik te maken van eigen thesaurus (Europeana Fashion Thesaurus)
- 29. Meer controle door gebruik te maken van eigen thesaurus (Europeana Fashion Thesaurus)
- 30. Tricorne
- 31. 17/10/2023
- 32. https://w.wiki/7pu8 1.4 natuurlijke taal > S(PAR)QL query
- 33. 1.5 THESAI Use case: een gebruiker geeft een woord dat hij als concept wil toevoegen aan een thesaurus. Thesai valideert het woord door: - voorstellen van alternatieve termen (synoniemen) - alternatieve betekenissen (homoniemen) - check of het concept al bestaat Thesai begeleidt opname in thesaurus: - een scope note - voorstellen van broader terms - matches met Linked Data bron (AAT)
- 38. … <edm:ProvidedCHO rdf:about="localID/europeana-fashion/55052064.jpg"> <dcterms:spatial edm:confidenceLevel="1.0" edm:wasGeneratedBy="SoftwareAgent" rdf:resource="https://sws.geonames.org/2988507/"/> <dc:date xml:lang="en">ca. 10-06-1979</dc:date> <dc:identifier>55052064</dc:identifier> <dc:title xml:lang="en">Fashion show France Andrevie spring/summer1980</dc:title> <dc:type> <skos:Concept rdf:about="http://thesaurus.europeanafashion.eu/thesaurus/10466"/> <dc:type> <skos:Concept rdf:about="http://thesaurus.europeanafashion.eu/thesaurus/10952"/> </dc:type> <edm:type>IMAGE</edm:type> <edmfp:technique rdf:resource="http://thesaurus.europeanafashion.eu/thesaurus/10400"/> <gr:color edm:confidenceLevel="1.0" edm:wasGeneratedBy="SoftwareAgent"> <skos:Concept rdf:about="http://thesaurus.europeanafashion.eu/thesaurus/10419"/> </gr:color> <gr:color edm:confidenceLevel="1.0" edm:wasGeneratedBy="SoftwareAgent"> <skos:Concept rdf:about="http://thesaurus.europeanafashion.eu/thesaurus/10420"/> </gr:color> <mrel:dsr edm:confidenceLevel="1.0" edm:wasGeneratedBy="SoftwareAgent" rdf:resource="http://www.wikidata.org/entity/Q60521023"/> <mrel:pht edm:confidenceLevel="1.0" edm:wasGeneratedBy="SoftwareAgent" rdf:resource="http://www.wikidata.org/entity/Q60521023"/> </edm:ProvidedCHO> … Europeana EDM
- 39. OpenAi prompt { "model" : "text-davinci-003", "prompt" : "Rewrite this text: The objects are dress, spring-summer. Colors are red, white. It was designed by the French fashion designer France Andrevie. It was photographed by the dutch fashion photographer Paul Van Riel. The creation date was ca. 10-06-1978. The fashion model was the American model Ava Smith.", "temperature" : 1, "max_tokens" : 60, "top_p" : 0, "frequency_penalty" : 0, "presence_penalty" : 0 } A red and white dress from the spring-summer collection, designed by French fashion designer France Andrevie, was photographed by Dutch fashion photographer Paul Van Riel around June 10, 1978. The dress was showcased by American model Ava Smith.
- 40. OpenAi prompt { "model" : "text-davinci-003", "prompt" : "Rewrite this text: The objects are dress, spring-summer. Colors are red, white. It was designed by the French fashion designer France Andrevie. It was photographed by the dutch fashion photographer Paul Van Riel. The creation date was ca. 10-06-1978. The fashion model was the American model Ava Smith.", "temperature" : 1, "max_tokens" : 60, "top_p" : 0, "frequency_penalty" : 0, "presence_penalty" : 0 } A red and white dress from the spring-summer collection, designed by French fashion designer France Andrevie, was photographed by Dutch fashion photographer Paul Van Riel around June 10, 1978. The dress was showcased by American model Ava Smith.
- 44. 3.1 chatGPT - local
- 45. 3.1 chatGPT - local
- 46. 3.1 chatGPT - local
- 47. 3.1 chatGPT - local
- 48. 3.2 LangChain/Llama (langchain, llama, GPT4all)
- 49. 3.2 LangChain/Llama (langchain, llama, GPT4all)
- 50. 3.2 LangChain/Llama (langchain, llama, GPT4all)
- 51. 3.3 llm/Llama2
- 52. 3.4 GPT4ALL GUI met RAG