What It Solves
Answers questions about experience, projects, services, and skills using portfolio context with optional natural-language enhancement from the same local LLM.
AI Chatbot Assistant
Portfolio-native assistant powered by the same local LLM stack used in this site chatbot.
Core Stack
- WebLLM with model: Qwen2.5-0.5B-Instruct-q4f16_1-MLC
- Orama vector store for in-browser retrieval
- Transformers.js embeddings with local semantic indexing
- React + TypeScript chatbot UI and interaction flow
Why Local LLM
Keeps inference in-browser when supported, reduces external dependency risk, and preserves consistent behavior with the assistant users already open from the floating chat button.
Try It
Use the floating chat button at the bottom-right corner and ask about projects, pricing, technologies, or work experience.
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