Blueprint
ML Architecture Copilot
Turn an idea into a code-ready ML blueprint.
Optional. Upload a CSV to generate dataset-aware schema and code.
Data Contract
Required Inputs
Model Path
Recommended Stack
Dataset Profile
Schema, feature groups, and data warnings
Upload a CSV to analyze dataset structure.
Formula Library
Math selected for this idea
Retrieved Knowledge
Source-backed context used by the backend
AI Refinement
Custom guidance from retrieved context
Use the AI button after generating a blueprint.
Project Structure
Files for the Agent
Starter Code
train.py
Agent Instructions
Structured build spec