Phoenix - Your AI AssistantDynamic System Prompt — Personalised AI Behaviour
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5 days
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What you get with this Offer
I will build a dynamic system prompt system — assembling personalised system prompt content at runtime from user profile data, account status, preferences, and behavioural history, creating an AI that feels individually configured for each user rather than applying the same generic prompt to every interaction. Dynamic system prompts enable personalisation that static prompts cannot — an AI that references a user's name, role, previous interactions, known preferences, and account-specific context from the start of every conversation delivers a qualitatively different experience from one that treats every user as an anonymous first-time visitor.
The system covers a prompt template with personalisation slots, user data source integration for slot population, context prioritisation for users with large data histories, token budget management for personalised content, and testing confirming personalisation is accurate and doesn't introduce cross-user data leakage.
The system covers a prompt template with personalisation slots, user data source integration for slot population, context prioritisation for users with large data histories, token budget management for personalised content, and testing confirming personalisation is accurate and doesn't introduce cross-user data leakage.
What the Freelancer needs to start the work
Please describe your user data structure and personalisation dimensions, your template slot requirements, your LLM provider, your token budget constraints, and your user isolation and privacy requirements.