- Add marketing metadata to 'Not allowed' list in ontology prompt
- Strengthen exclude_self filter instruction
- Add exclude_rules support from template filter rules
- Update business_ad template with more excluded types
- OntologyGenerator.generate() now accepts template_filter_rules parameter
- When template_id is provided, API loads filter rules from templates.json
- Filter rules injected into ontology system prompt:
- exclude_self: don't create entity for the business/brand that uploaded data
- exclude_types: don't create specific entity types
- focus: guide LLM to focus on specific entity categories
- API endpoint accepts template_id in form data
The language instruction was causing LLM to change entity/relation naming
conventions. Now explicitly enforce PascalCase/UPPER_SNAKE_CASE for technical
identifiers while only applying language preference to description fields.
- Updated `run.py` to conditionally print startup information only in the reloader process to avoid duplicate logs in debug mode.
- Modified `__init__.py` to log startup and completion messages based on the reloader process condition.
- Added warnings suppression in `graph_builder.py` for Pydantic v2 regarding Field usage.
- Revised `ontology_generator.py` to enforce strict design guidelines for entity types and relationships, ensuring compliance with new requirements.
- Improved logging behavior in `logger.py` to prevent log propagation to the root logger, avoiding duplicate outputs.
