AI System

AI Portfolio Knowledge Assistant

Answers questions about my experience using chunked and embedded content from this site rather than generic model knowledge. Ask about projects, skills, or career trajectory.

What it does

Retrieves relevant context from my portfolio, case studies, and site content to answer questions about my background, skills, and project work.

AI stack

OpenAI text-embedding-3-small for semantic search
Neon Postgres + pgvector for vector storage
Hybrid search with RRF (vector + lexical)
Streaming responses with session-based context

Why it matters

Demonstrates a production-grade RAG pipeline applied to a real personal knowledge base, turning portfolio content into a grounded, queryable AI system.

AI Career Copilot

Ask about experience, projects, and strengths. Responses are grounded on your indexed content.

Hi, I am Nano's AI copilot. Ask me about projects, frontend architecture, or AI workflows.