← All work
AI & systems / 2026 / Research assistant

ATLAS

A research workspace that connects the dots.

Knowledge is connected.Connected knowledge. Traceable research.
01 / THE QUESTION

What this explores

A local-first research assistant with a knowledge graph interface, built around FastAPI, Supabase and asynchronous streaming tool use.

02 / THE APPROACH

How it comes together

Bring retrieval and a knowledge graph into one research workspace. Stream tool activity so the path to an answer stays visible.

03 / WHERE IT STANDS

Evidence before claims.

Evaluation results and a complete technical case study are still to be published.

04 / SUPPORTING MATERIAL

This is the design preview. Reports, repository links and demos will be connected when the publication-ready materials are supplied.

Technical notes +

Bring retrieval and a knowledge graph into one research workspace. Stream tool activity so the path to an answer stays visible. The full implementation notes will sit here, alongside the underlying evidence.

Limitations and next steps +

Evaluation results and a complete technical case study are still to be published.