This playground is about using complex data structures like knowledge graphs, onthologies and teaching models how to leverage and generate complex data structures.
Use a model to create a knowledge graph to answer a question
python knowledge-graphs.py
Take a look at the generated svg image
Use a vision model to create an onthology in OWL format based on pictures
python create_onthologies.py
Check out screws.xml
Give a model access to an onthology to structure its response in the knowledge of a domain
python use-onthology.py
Take a look at the output
Take a look at the invoice example sample invoic, the expected invoice xml schema and some explaination about the expected xml format.
python parse_invoice.py
Check out invoice_parsed.xml to see which kind of details the model was able to extract