The problem FortiFi solves

Ensuring Ethical Outputs: Prevent generation of harmful, biased, or unethical content.

Safety Mechanisms: Avoid sensitive or unsafe scenarios, protecting user data and privacy.

Compliance with Regulations: Align with legal standards like GDPR or HIPAA for sensitive data handling.

Content Filtering: Detect and block malicious prompts, such as generating disallowed or exploitative content.

Challenges we ran into

During the project, we encountered several challenges. Refining the rules using SpaCy required adjustments to ensure accuracy. Uploading data to Pinata posed integration difficulties. Implementing the project as middleware involved addressing compatibility and performance issues. Additionally, achieving proper modularity proved difficult, requiring iterative restructuring for better code organization.