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Tools and techniques

Original OneNote page: Rapiddraft vscode - Tools and techniques

Route: product/technical note to route

Categories: product_technical_or_learning

Source

  • Word export: C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Rapiddraft vscode - Tools and techniques.docx
  • MHT export: C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Rapiddraft vscode - Tools and techniques.mht

Extracted Notes

These notes are extracted from the Word export so the source is visible in the wiki without moving or deleting the original file.

  • Tools and techniques
  • How You’d Use It in Your CAD-LLM MVP
  • Stores knowledge as embeddings
  • Store drawings, templates, annotation styles
  • Retrieve + Augment before generation
  • Retrieve internal CAD docs before LLM writes output
  • Multi-step retrieval for higher accuracy
  • Combine text + geometry embeddings
  • Framework for chaining LLM tools
  • Build your base pipeline
  • Graph-based orchestration of steps
  • Model the full “design → drawing → check” pipeline
  • Multi-agent collaboration
  • Designer + Checker + QA agents
  • Multi-agent orchestration (Microsoft)
  • Conversational agent system for design reviews
  • Parallel “bee” agents
  • Specialized geometry, drawing, compliance bees
  • Agentic AI + LangGraph
  • Self-directing workflow of agents
  • Fully autonomous drawing creation & checking system
  • How Gradio complements other tools
  • Role in Your Stack
  • Interactive app for users to talk to the LLM & upload CAD files
  • Orchestration Layer
  • LangChain / LangGraph
  • Controls workflow between LLM, retriever, and CAD tool
  • Vector DB (Chroma, Weaviate)
  • Stores drawing templates and company standards
  • RAG / Agents (CrewAI, AG2, BeeAI)
  • Handle planning, generation, review
  • NX-Open / Onshape API
  • Actually creates or updates the drawing
  • Visualization Layer (optional)
  • Gradio + Plotly/Three.js

URLs Found

  • https://chatgpt.com/g/g-p-689b4dd612f4819191e700de385217ce-business-ideas/c/68ee32a8-a938-8329-ac0d-5fa907d54693

Next Curation Action

Review for Product Wiki migration. Keep only relationship, GTM, or CRM implications in the Network Wiki.

Sources

  • C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Rapiddraft vscode - Tools and techniques.docx
  • C:\Users\adeel\OneDrive\100_Knowledge\203_TextCAD\01_Product_Project_Management\TextCAD_Wiki\inbox\onenoteexport\01_PROJECTS\Gauss Compute\Rapiddraft vscode - Tools and techniques.mht