voyageai-cli/src/workflows/cost-analysis.json

CLI for Voyage AI embeddings, reranking, and MongoDB Atlas Vector Search

{
  "$schema": "https://vai.dev/schemas/workflow-v1.json",
  "name": "Cost Analysis",
  "description": "Compare embedding costs across different models and scenarios",
  "version": "1.0.0",
  "branding": {
    "icon": "dollar-sign",
    "color": "#F59E0B"
  },
  "inputs": {
    "docs": {
      "type": "number",
      "description": "Number of documents to estimate for",
      "required": true
    },
    "queries": {
      "type": "number",
      "description": "Monthly query volume",
      "default": 1000
    },
    "months": {
      "type": "number",
      "description": "Planning horizon in months",
      "default": 12
    }
  },
  "defaults": {},
  "steps": [
    {
      "id": "cost_large",
      "name": "Estimate with voyage-4-large (best quality)",
      "tool": "estimate",
      "inputs": {
        "model": "voyage-4-large",
        "docs": "{{ inputs.docs }}",
        "queries": "{{ inputs.queries }}",
        "months": "{{ inputs.months }}"
      }
    },
    {
      "id": "cost_balanced",
      "name": "Estimate with voyage-4 (balanced)",
      "tool": "estimate",
      "inputs": {
        "model": "voyage-4",
        "docs": "{{ inputs.docs }}",
        "queries": "{{ inputs.queries }}",
        "months": "{{ inputs.months }}"
      }
    },
    {
      "id": "cost_lite",
      "name": "Estimate with voyage-4-lite (budget)",
      "tool": "estimate",
      "inputs": {
        "model": "voyage-4-lite",
        "docs": "{{ inputs.docs }}",
        "queries": "{{ inputs.queries }}",
        "months": "{{ inputs.months }}"
      }
    }
  ],
  "output": {
    "comparison": [
      "{{ cost_large.output }}",
      "{{ cost_balanced.output }}",
      "{{ cost_lite.output }}"
    ],
    "docs": "{{ inputs.docs }}",
    "queriesPerMonth": "{{ inputs.queries }}",
    "months": "{{ inputs.months }}"
  },
  "formatters": {
    "default": "table",
    "title": "Cost Analysis",
    "arrayField": "comparison"
  }
}