voyageai-cli/src/workflows/consistency-check.json

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

{
  "$schema": "https://vai.dev/schemas/workflow-v1.json",
  "name": "Consistency Check",
  "description": "Compare content about the same topic across two collections using semantic similarity",
  "version": "1.0.0",
  "branding": {
    "icon": "check-circle",
    "color": "#166534"
  },
  "inputs": {
    "topic": {
      "type": "string",
      "description": "The topic to check consistency for",
      "required": true
    },
    "collection1": {
      "type": "string",
      "description": "First collection to search",
      "required": true
    },
    "collection2": {
      "type": "string",
      "description": "Second collection to search",
      "required": true
    }
  },
  "defaults": {},
  "steps": [
    {
      "id": "search_source_a",
      "name": "Search first collection",
      "tool": "query",
      "inputs": {
        "query": "{{ inputs.topic }}",
        "collection": "{{ inputs.collection1 }}",
        "limit": 5,
        "rerank": false
      }
    },
    {
      "id": "search_source_b",
      "name": "Search second collection",
      "tool": "query",
      "inputs": {
        "query": "{{ inputs.topic }}",
        "collection": "{{ inputs.collection2 }}",
        "limit": 5,
        "rerank": false
      }
    },
    {
      "id": "compare",
      "name": "Compare top results from each source",
      "tool": "similarity",
      "inputs": {
        "text1": "{{ search_source_a.output.results[0].text }}",
        "text2": "{{ search_source_b.output.results[0].text }}"
      },
      "condition": "{{ search_source_a.output.results.length > 0 && search_source_b.output.results.length > 0 }}"
    }
  ],
  "output": {
    "similarity": "{{ compare.output.similarity }}",
    "sourceA": "{{ search_source_a.output.results[0] }}",
    "sourceB": "{{ search_source_b.output.results[0] }}",
    "topic": "{{ inputs.topic }}"
  }
}