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
5 archive hits
Each result carries context snippets from the persisted retrieval document so the site and the MCP layer surface the same grounding.
Workspace Orchestration Study
A cinematic workspace image used to represent the operational layer behind multi-agent systems and execution tooling.
Retrieval context
- A cinematic workspace image used to represent the operational layer behind multi-agent systems and execution tooling.
- 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 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.
- Pairs analog warmth with a systems-heavy body of work to avoid a cold AI aesthetic.
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.
- Supports the connection between storytelling, product positioning, and code-based deck systems.
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.
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.