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

2. (geen inleiding)

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)

10. 1.
unstructured > structured

11. The systemless Museum System
Collectie

15. 12/10/2022

16. 12/2022

19. 1.1 keyword generation

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

24. Prompt per veldje

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)

36. 2.
structured > unstructured

37. 2.1 Synthetic text

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.

41. 3.
unstructured > unstructured

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

53. Q?
tobias.hendrickx@momu.be
henk@datable.be