Hi, I'm Furi.

I run blockchain nodes, build small tools for web3 developers and write step-by-step guides about the setups I run.

Most of my time goes into validators and testnet nodes on Cosmos and Ethereum networks, smart contract tooling in Solidity and TypeScript, and lately AI agents.

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Latest guides

Latest guide11 min read

Build a small RAG pipeline with pgvector and local embeddings

You will build a small retrieval-augmented generation (RAG) pipeline in Python that stores document chunks in PostgreSQL with pgvector and uses local Ollama…

curl -fsSL https://ollama.com/install.sh | shollama -vexport PGPASSWORD="replace-with-a-local-password"pgvector/pgvector:0.8.7-pg18docker exec ragdb pg_isready -h localhost -U postgresollama pull embeddinggemma
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Have a node to run or a tool to build?

I take on node setups, smart contract tooling and small web3 projects. Tell me what you need and I will reply by email.