v4 · ENGINEERING FOUNDATION
DESCRIBE WHAT YOU WANT TO DESIGN
Examples: guidon de course SRAM UDH dropout A321 pylon M5 SHCS L bracket
1
Intent Classification
idle
Type a description above and run the pipeline.
3
Functional Decomposition
idle
Decomposition runs after Stage 1 succeeds.
2
Standards Lookup
idle
Resolves cited standards into engineering reference data. Deterministic, no LLM.
4
Feature Resolution
idle
Fills concrete numerics into every feature. Engineering rules embedded.
5
Mating Graph
idle
Resolves world-space positions and mating relationships.
6
Geometry Compile
idle
CSG-driven compilation of validated features into 3D.
PIPELINE STATUS

v4 is the new architecture. Geometry generation moves from one-shot LLM emission to a multi-stage pipeline with hard validation against an embedded engineering knowledge base.

Stages currently active in this build:

  • Stage 1 — Intent Classification (KB-validated)
  • Stage 2 — Standards Lookup (deterministic)
  • Stage 3 — Functional Decomposition (KB-validated)
  • Stage 4 — Feature Resolution (deterministic, engineering rules)
  • Stage 5 — Mating Graph (deterministic)
  • Stage 6 — Geometry Compile (CSG, deterministic)
3D OUTPUT — no geometry —
Geometry will appear here
Run the pipeline above. Stage 6 compiles validated engineering features into 3D using deterministic CSG.
EMBEDDED KNOWLEDGE BASE
v4 · READY
🔍 Stage Inspector
raw outputs at each stage

Stage 1 Output

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Stage 2 Output (Standards Context)

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Stage 3 Output

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Stage 4 Output (Resolved Features)

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Stage 5 Output (Mating Graph)

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Stage 6 Output (Geometry Stats)

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Stage 1 LLM Prompt (system)

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Pipeline Trace

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