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AI · KNOWLEDGE · WORKSPACE

Turning fragmented knowledge into an intelligent workspace.

A context-aware AI workspace direction combining retrieval, knowledge organization and user workflows into one coherent experience.

Engineering scope

RAG / retrievalContext-aware workspaceKnowledge organizationAI-assisted workflowsHuman-centered UX

Technology direction

ReactTypeScriptRAGLLMsVector SearchAPIsObservability

System architecture

Sources
Ingestion
Knowledge Layer
Retrieval
Reasoning / Models
Workspace

Engineering focus

The product direction treats AI as a system capability rather than a chat box: context, retrieval, evidence and user workflow must work together.

Building something this complex?

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