``` The output I'm expecting is: ``` Open viewing for this spacious four-bedroom home with a downstairs bathroom, a large rear garden, and a separate garage at the rear is scheduled for the 13th of July. Prospective buyers are encouraged to call and reserve their spot. The property, which is set to be completed soon, offers ample opportunity for further enhancement and improvement. ``` I'm trying to achieve a more natural language output that avoids the bullet list format and instead provides a cohesive and engaging description of the property. ## Answer (1) To achieve a more natural language output, you can use a templating approach where you define a template that captures the essence of the property description and then fill in the details from the property's attributes. Here's an example of how you might implement this in Python using the `jinja2` templating engine: ```python from jinja2 import Environment, FileSystemLoader # Define your template env = Environment(loader=FileSystemLoader('templates')) template = env.get_template('property_description.tpl') # Define your context (property attributes) context = { 'open_viewing_date': '13th of July', 'bedrooms': 4, 'bathrooms': 1, 'garden_size': 'large', 'garage_location': 'rear', 'improvement_potential': True, 'call_to_action': 'Call now to secure your slot.' } # Render the template with the context rendered_description = template.render(context) print(rendered_description) ``` And here's what the `property_description.tpl` template might look like: ```html Open viewing for this spacious {{ bedrooms }} bedroom home with a {{ bathrooms }} downstairs bathroom, a {{ garden_size }} rear garden, and a separate garage located {{ garage_location }}, is scheduled for {{ open_viewing_date }}. {{ call_to_action }}. This property, which is soon to be completed, also offers potential for further enhancement and improvement. ``` This approach allows you to maintain a natural language flow