Proofs of concept built in Dielabs — the first step from idea to production. Some are already presented to companies, others are still in the making. The published write-ups cover architecture, decisions, problems solved and measured results.
A voice assistant you can talk to about your company's knowledge bases. Before answering it checks whether the documents really cover the question — and when they don't, it says so, offering a web search or an opinion only with your consent. Audio never leaves the local GPU.
Read the write-up →A private AI workspace for Italian small businesses: one instance per company, open models hosted in Italy, chats kept only on the company's server. Excel in chat today, Word and PowerPoint next, plus shared company knowledge. No conversation logs, automatic deletion after 90 days.
Read the write-up →A working newspaper-archive RAG PoV: ask questions in natural language, search articles and captions, filter by date, and verify answers against the original sources. Combines hybrid search, local reranking, article views and an explicit no-answer path when supporting evidence is missing.
Read the write-up →A RAG on the official documentation of fast-moving software — today vLLM and GuideLLM. Every version lives in its own knowledge base, so answers never mix releases, and each one cites software, version and page. It can also report exactly what changed between two versions.
A personal agent used every day, built one permission at a time. Five rules: its own identity, minimal permissions, every action logged, a human OK for anything that can't be undone, a repeatable test for every step. The lab behind a future agent starter kit.
All content is original Dielabs work by Diego Bardella. Project repositories are private; the published write-ups document the architecture and decisions in full.