Data Flow

flowchart LR
  User[User or frontend] --> Upload[Upload routes]
  Upload --> Workdir[__workdir__]
  Upload --> Parser[LlamaParse or document processor]
  Parser --> Chunks[Chunk and chunk-editor clients]
  Chunks --> Metadata[Gel / EdgeDB metadata]
  Chunks --> Vectors[Qdrant payloads and vectors]
  Query[POST /query] --> Vectors
  Query --> Metadata
  Query --> Context[Semantic context response]

The exact upload schemas are not yet documented as stable public contracts. The flow is based on verified routes, clients and compose dependencies.