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AI

RAG

OpenAI

pgvector

Streaming

Ask the Portfolio

Retrieval-augmented Q&A over the entire portfolio + blog corpus. Built with OpenAI embeddings, pgvector, and streaming responses.

Ask My Portfolio

OpenAI

RAG

PostgreSQL

Next.js

Hi! Ask me anything about Mashdun's projects, blog posts, or integrations. I'll cite specific sources you can click through to.

How it works

Pulls every published project, post & integration from Postgres
Formats them as a grounded source list
GPT-4o-mini answers using only those sources
Citations link back to the source page

Limitations

• Only knows what's published
• No memory between questions
• Will refuse if sources don't cover the topic

See related work