Semantic Archive
Gallery with persisted uploads, embeddings, and retrieval context that keeps growing.
This archive now supports real ingestion instead of a static list. Media can be uploaded over time, indexed into persistent search documents, and surfaced through a hybrid retrieval layer that uses OpenAI embeddings when available and a local fallback when it is not.
Featured media

Clous V1 Bloom
imageA botanical visual used as the primary image language for the site and product-facing storytelling.
Workspace Orchestration Study
imageA cinematic workspace image used to represent the operational layer behind multi-agent systems and execution tooling.
Semantic Search Demo Film
videoA motion reference for search-heavy interfaces, intended to anchor future gallery demos and retrieval workflows.
Results
3 archive hits
Each result carries context snippets from the persisted retrieval document so the site and the MCP layer surface the same grounding.

Stamp Archive No. 11
One of the collectible visual stamps that powers the site's tactile storytelling sections.
Retrieval context
- A scanned stamp asset from the interactive stamp experience. It captures the analog, collected-over-time feeling that the portfolio uses to frame memory, place, and process.
- Useful when looking for tactile UI references, collectible visuals, or analog interface accents.

Clous V1 Bloom
A botanical visual used as the primary image language for the site and product-facing storytelling.
Retrieval context
- Pairs analog warmth with a systems-heavy body of work to avoid a cold AI aesthetic.
Semantic Search Demo Film
A motion reference for search-heavy interfaces, intended to anchor future gallery demos and retrieval workflows.
Retrieval context
- A motion reference for search-heavy interfaces, intended to anchor future gallery demos and retrieval workflows.
- A looping sample video used as a stand-in for future product demos. It gives the gallery a real mixed-media surface today while leaving room for custom videos to replace it over time.
- Useful for retrieval around product demos, motion references, and gallery support for video assets.