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
6 archive hits
Each result carries context snippets from the persisted retrieval document so the site and the MCP layer surface the same grounding.
Product Motion Reel
A second video reference for future product motion studies, walkthroughs, and visual explainers.
Retrieval context
- A second video reference for future product motion studies, walkthroughs, and visual explainers.
- Intended for queries about motion studies, visual explainers, or product showcase footage.
Workspace Orchestration Study
A cinematic workspace image used to represent the operational layer behind multi-agent systems and execution tooling.
Retrieval context
- Often paired with decks, research surfaces, and product execution stories.
Semantic Search Demo Film
A motion reference for search-heavy interfaces, intended to anchor future gallery demos and retrieval workflows.
Retrieval context
- 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.

Clous V1 Bloom
A botanical visual used as the primary image language for the site and product-facing storytelling.
Retrieval context
- A botanical visual used as the primary image language for the site and product-facing storytelling.
- A warm, textured floral image used throughout the site as a visual shorthand for systems that feel crafted instead of sterile. It represents the softer visual edge of AI product work.
Deck Ops Reference Frame
A visual reference for deck production, operator storytelling, and presentation systems work.
Retrieval context
- Supports the connection between storytelling, product positioning, and code-based deck systems.

Stamp Archive No. 11
One of the collectible visual stamps that powers the site's tactile storytelling sections.
Retrieval context
- One of the collectible visual stamps that powers the site's tactile storytelling sections.
- 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.
- Appears in the draggable stamp section as part of the memory and place motif.