AI-Chatty
A versatile personal AI assistant concept. AI-Chatty combines creative content writing with factual information retrieval, designed to be a 'Swiss Army Knife' for daily digital tasks.
A conversational AI with a dynamic parameter adjustment system. It performs intent classification on user prompts to automatically set the LLM's 'temperature,' ensuring creative tasks are imaginative and factual queries are precise.
The Challenge
The challenge was 'mode switching.' A creative writing prompt requires high 'temperature' (randomness), while a factual query requires low temperature. Managing this state so the AI felt natural across different tasks was complex. The system needed to understand the user's intent to adjust its own parameters.
The Solution
The backend employs a dynamic parameter adjustment system. It first performs an intent classification on the user's prompt (e.g., 'write a poem' vs. 'who is the president'). Based on the intent, the system automatically adjusts the LLM's parameters (like temperature and top-p) for optimal output, ensuring creative tasks are imaginative and factual tasks are precise.
Gerasimos Makris is an AI Web Developer with a background in FinTech operations. He specializes in building secure, scalable web applications that solve real-world financial problems. When he's not coding, he enjoys exploring the intersection of technology, finance, and business strategy.
