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* Implement referral system with UI components and API integration - Added to document the referral system, including reward structure, rules, data model, migration, core services, and API endpoints. - Created component to display referral stats and allow users to apply referral codes. - Integrated referral functionality into the onboarding process with for applying referral codes. - Updated page to include the new . - Implemented API calls in for fetching referral stats and applying referral codes. - Added tests for the referral API to ensure proper functionality and data normalization. - Introduced device fingerprinting for referral code application to prevent abuse. This commit establishes a comprehensive referral system, enhancing user engagement and incentivizing referrals. * Update OLLAMA_BASE_URL to local development address * Enhance referral system and onboarding process - Added a new function to format reward rates from basis points to percentage for better display in the ReferralRewardsSection. - Improved loading state management in the referral stats loading process to prevent race conditions. - Updated the Onboarding component to handle referral step skipping more effectively, ensuring a smoother user experience. - Fixed a typo in the WelcomeStep component's button label for clarity. - Enhanced error handling in the referral API to provide clearer feedback on failures. These changes improve the usability and reliability of the referral system and onboarding experience.