project-74075384

As a Backend Developer, I want to implement FastAPI endpoints for submitting user requests, retrieving AI-generated responses, fetching user feedback history, and returning compliance status so the dashboard is fully functional.

As a Frontend Developer, I want to implement the Admin Dashboard page (v2 JSX design) with overview KPIs, recent requests summary, compliance statistics, and quick navigation links to Requests, Reports, and Logs so admins can monitor platform activity at a glance.

As a Backend Developer, I want to implement FastAPI endpoints for admin overview statistics, KPI data aggregation, and recent activity feed so the admin dashboard displays accurate real-time platform metrics.

As a Backend Developer, I want to implement FastAPI endpoints for saving and retrieving user preferences including language selection, EET timezone, LBP currency locale, profile data, and notification settings so user configurations persist across sessions.

As a Frontend Developer, I want to implement the Home page (v2 JSX design) with NavBar, Hero section, CompassShowcase (interactive ethical compass with rotating needle and hover segments for Ethics, Compliance, Transparency, User Trust), PlatformValues, HowItWorks, TrustIndicators, LanguageAccessibility, CallToAction, and Footer sections.

As a Frontend Developer, I want to implement the Login page (v2 JSX design) with a split layout featuring a BrandPanel (animated compass, tagline) and a LoginFormPanel (email/password fields, remember me checkbox, forgot password link, guest access option).

As a Frontend Developer, I want to implement the Requests page (v2 JSX design) with a request review table, approve/reject action controls, flagged content filtering, and audit trail integration so admins can efficiently review and act on submitted requests.

As a Frontend Developer, I want to implement the Settings page (v2 JSX design) with a language toggle (AR/EN), locale preferences (EET timezone, LBP currency), profile settings, and notification preferences so users can personalize their experience.

As a Frontend Developer, I want to implement the Logs/Audit Log page (v2 JSX design) with an audit trail table displaying admin actions, EET-formatted timestamps, action types, user references, and filtering/search controls so admins can trace all platform activity.

As a Frontend Developer, I want to implement the Dashboard/overview page (v2 JSX design) with a request submission form, AI response view, user feedback display, and compliance status indicators so users can submit and track their requests.

As a Backend Developer, I want to implement FastAPI endpoints for listing all requests, approving or rejecting requests with automated audit log creation, and filtering flagged content so admin request management is fully supported and traceable.

As a Frontend Developer, I want to implement the Reports page (v2 JSX design) with a reports table showing status badges (Compliant, Flagged, Rejected), a filters toolbar, summary statistics, data charts, an export panel, and pagination so admins can analyze platform compliance data.

As a Backend Developer, I want to implement FastAPI endpoints for generating compliance reports, fetching report data with filter support, exporting reports in CSV, PDF, and Excel formats, and supporting scheduled report generation so admins have comprehensive reporting capabilities.

As a Frontend Developer, I want to implement full RTL/LTR layout switching, Arabic translations for all UI strings, a Gold-styled language toggle pill (AR|EN), and EET/LBP locale defaults so users can seamlessly switch between Arabic and English without a page reload.

As an AI Engineer, I want to implement Litellm-based LLM routing that directs user-friendly requests to GPT 5.2 and academic/coding requests to Claude 4.5 Opus, with Langchain context management, ethical content filtering that rejects policy-violating requests with clear error messages, and full integration with the request and dashboard APIs.

As a Backend Developer, I want to implement FastAPI endpoints for retrieving audit logs with filtering by date range, action type, and user, and for automatically creating log entries on request rejection and other admin actions so the audit trail is complete and queryable.