https://github.com/aleksamagicka/ot-llm

https://github.com/aleksamagicka/ot-llm

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• Host: GitHub
• URL: https://github.com/aleksamagicka/ot-llm
• Owner: aleksamagicka
• Created: 2024-02-21T12:02:03.000Z (11 months ago)
• Default Branch: master
• Last Pushed: 2024-03-07T08:23:43.000Z (10 months ago)
• Last Synced: 2024-10-16T15:05:46.547Z (3 months ago)
• Language: Python
• Size: 471 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.MD

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README

        
# SPARQL generation for DKG Artworks using GPT models

The main file is `main_system.py`, which uses GPT to generate SPARQL queries for the artwork data in the OriginTrail DKG.

## How to run

In a Terminal, assuming packages are installed:

```bash

python main.py

```

The server should be up at `127.0.0.1:5000`.

## Examples of outputs

```

Give me all artworks whose name contains 'aleksa':

SELECT ?artwork ?name ?description ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:name ?name;

           schema:description ?description;

           schema:image ?image;

           schema:author ?author.

  FILTER(CONTAINS(?name, "aleksa"))

}

------------------------

[]

------------------------------------------------------------------

Give me all artworks where author is 'aleksa':

SELECT ?artwork ?name ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:author ?author.

  FILTER(CONTAINS(?author, "aleksa"))

}

------------------------

[]

------------------------------------------------------------------

Give me all artworks related to fairies:

SELECT ?artwork ?name ?description ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:keywords ?keywords;

           schema:name ?name;

           schema:description ?description;

           schema:image ?image;

           schema:author ?author.

  FILTER (CONTAINS(?keywords, "fairy"))

}

------------------------

[]

------------------------------------------------------------------

Give me all artworks related to fairies and elves, and their locations:

SELECT ?artwork ?name ?description ?image ?author ?location WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:keywords ?keyword;

           schema:name ?name;

           schema:description ?description;

           schema:image ?image;

           schema:author ?author.

  FILTER (CONTAINS(?keyword, "fairy") || CONTAINS(?keyword, "elf"))

  OPTIONAL { ?artwork schema:location ?location }

}

------------------------

[]

------------------------------------------------------------------

Show me artworks containing humans:

SELECT ?artwork ?name ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:name ?name;

           schema:image ?image;

           schema:author ?author;

           schema:keywords ?keywords.

  FILTER (CONTAINS(?keywords, "human")).

}

------------------------

[]

------------------------------------------------------------------

Show me artworks containing humans with black hair:

SELECT ?artwork ?name ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:additionalProperty/schema:name "hair";

           schema:additionalProperty/schema:value "black";

           schema:additionalProperty/schema:name "attires";

           schema:additionalProperty/schema:value ?attires;

           schema:image ?image;

           schema:author ?author;

  FILTER(CONTAINS(?attires, "human"))

}

------------------------

[]

------------------------------------------------------------------

Show me artworks that are related to anime:

SELECT ?artwork ?name ?description ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:keywords ?keyword;

           schema:name ?name;

           schema:description ?description;

           schema:image ?image;

           schema:author ?author.

  FILTER (CONTAINS(?keyword, "anime"))

}

------------------------

[{'artwork': 'https://t.co/gCHdCKJl75', 'author': '_:t1977794', 'image': 'https://t.co/gCHdCKJl75', 'name': '"anime guy"', 'description': '"wow cool"'}]

------------------------------------------------------------------

Show me some artwork on DKG with a flower motive:

SELECT ?artwork ?name ?image

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:keywords ?keywords.

  FILTER (CONTAINS(?keywords, "flower")).

  ?artwork schema:name ?name;

           schema:image ?image.

}

------------------------

[]

------------------------------------------------------------------

Show me some artwork that can be described as 'cool':

SELECT ?artwork ?name ?description ?image ?author

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:keywords ?keywords;

           schema:name ?name;

           schema:description ?description;

           schema:image ?image;

           schema:author ?author.

  FILTER (CONTAINS(?keywords, "cool"))

}

------------------------

[]

------------------------------------------------------------------

Give me all artworks, their names, and descriptions from author with name Leonardo Da Vinci:

SELECT ?artwork ?name ?description

WHERE {

  ?artwork rdf:type schema:VisualArtwork;

           schema:author [

             rdf:type schema:Person;

             schema:name "Leonardo Da Vinci"

           ];

           schema:name ?name;

           schema:description ?description.

}

------------------------

[]

------------------------------------------------------------------

```