Usage

To enable semantic search on a text field, set the attribute below:

class MyModel(models.Model):
    _name = 'my.model'

    description = fields.Text(semantic_search=True)

When searching for records:

# Uses semantic search instead of simple text matching
records = self.env['my.model'].search([('description', 'ilike', 'search term')])

Technical Implementation

The module works by:

1. Creating pickle files that store document representations of text fields.
2. When a search runs on a field with semantic_search=True it:
3. • Uses stored document representations
   • Applies semantic search algorithms to find relevant matches
   • Ranks results using multiple scoring factors
   • Returns matching record IDs