Development » aiaxio

Findings¶

• We need to use a Named Entity Recognition (NER) Model to extract attributes from natural query.
• Fine tune and Train the NER model with our custom dataset of NL queries.
• Initially selected the large NER model from Spacy .
• We need to annotate our custom dataset manually because Spacy only accepts a pre defined structured dataset.

Completed Tasks¶

• Downloaded and used the pre trained large NER model.
• Generated 500 records of NL queries related to AI tools using GPT.

Next Tasks¶

• Annotate data following spacy's train/test data structure.
• Train the pre trained model with this data.