FAI Knowledge Graphs

{
  type: 'object',
  properties: {
    backend: {
      type: 'string',
      enum: ['cosmos-gremlin', 'neo4j', 'neptune', 'tigergraph', 'in-memory'],
      default: 'in-memory'
    },
    entityExtraction: {
      type: 'object',
      properties: {
        model: { type: 'string', default: 'gpt-4o-mini' },
        categories: {
          type: 'array',
          items: { type: 'string' },
          default: ['person', 'organization', 'technology', 'concept', 'location', 'event']
        },
        minConfidence: { type: 'number', minimum: 0, maximum: 1, default: 0.7 },
        deduplication: { type: 'boolean', default: true }
      },
      additionalProperties: false
    },
    traversal: {
      type: 'object',
      properties: {
        maxHops: { type: 'integer', minimum: 1, maximum: 10, default: 3 },
        strategy: { type: 'string', enum: ['breadth-first', 'depth-first', 'bidirectional', 'weighted'], default: 'breadth-first' },
        maxResults: { type: 'integer', minimum: 1, default: 50 },
        weightProperty: { type: 'string', default: 'confidence' }
      },
      additionalProperties: false
    },
    hybridSearch: {
      type: 'object',
      properties: {
        vector: {
          type: 'object',
          properties: { weight: { type: 'number', minimum: 0, maximum: 1, default: 0.6 } }
        },
        graph: {
          type: 'object',
          properties: { weight: { type: 'number', minimum: 0, maximum: 1, default: 0.4 } }
        },
        reranking: { type: 'boolean', default: true }
      },
      additionalProperties: false
    }
  },
  additionalProperties: false
}

{
  "graphs": {
    // See schema above for available options
  }
}

import { createSpecialties } from './engine/specialties/index.js';
const specs = createSpecialties(manifest);
// Access via: specs.graph