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
4 archive hits
Each result carries context snippets from the persisted retrieval document so the site and the MCP layer surface the same grounding.
Deck Ops Reference Frame
A visual reference for deck production, operator storytelling, and presentation systems work.
Retrieval context
- A visual reference for deck production, operator storytelling, and presentation systems work.
- An image used to represent the slide-making and narrative systems layer behind opportunity decks, intelligent slides, and operator-facing storytelling work.
- Best paired with searches around intelligent slides, operator decks, or strategic presentations.
Workspace Orchestration Study
A cinematic workspace image used to represent the operational layer behind multi-agent systems and execution tooling.
Retrieval context
- A high-contrast workspace study showing screens, notes, and desk objects in a way that suggests orchestration, iteration, and operator workflow rather than a generic setup photo.
- Best match for searches around workflow orchestration, operator desks, and execution environments.
- Supports narratives about control rooms, AI operations, and building software from an operator point of view.

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.
- Used as the default social sharing image and core visual anchor for the portfolio.
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.
- A motion placeholder that demonstrates the gallery's ability to render, search, and retrieve across videos and their surrounding text context.
- Intended for queries about motion studies, visual explainers, or product showcase footage.