emem Neighborhood Consistency API

The Neighborhood Consistency API from emem — 1 operation(s) for neighborhood consistency.

Operations 1

POST /v1/neighborhood_consistency Spatial consistency/outlier of a cell vs its 8 immediate cell64 neighbours… #

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OpenAPI Specification

emem-dev-neighborhood-consistency-api-openapi.yml Raw ↑
openapi: 3.2.0
info:
  description: emem is shared memory for AI agents working together in the real world.
  license:
    name: Apache-2.0
  title: emem Neighborhood Consistency API
  version: 2.4.0
  x-emem-surface-asymmetry:
    memory_notes: MCP only
    reach_them_at: POST /mcp, method tools/call
    read_side_is_here:
    - /v1/memory/search
    - /v1/memory/sse
    - /memories/{path}
    tools:
    - emem_memory_create
    - emem_memory_view
    - emem_memory_delete
    - emem_memory_rename
    - emem_memory_str_replace
    - emem_memory_supersede
    why_not_here: These write the agent correspondence plane, which is prose and untrusted-by-declaration. It is deliberately not part of the REST fact surface, and the two planes are kept apart rather than merged for convenience.
servers:
- description: Hosted instance (HTTPS-only)
  url: https://emem.dev
tags:
- name: Neighborhood Consistency
paths:
  /v1/neighborhood_consistency:
    post:
      description: 'Score how much a cell looks like its surroundings: consistency = (1/8) Σ cosine(centre, neighbour_i) over the 8 immediate cell64 neighbours, plus outlier_score = 1 − consistency. High consistency = the cell blends in (Tobler''s First Law); high outlier_score = it stands out, an edge, a fresh clearing, a built patch in farmland. CPU-only GeoTessera embeddings.


        When to use: Call to flag a cell that is anomalous versus its local neighbourhood (change/edge detection, QA of a homogeneous expectation, scouting for the odd-one-out). Signed `inconclusive` when neither the centre nor any neighbour carried an embedding. For year-over-year change at one cell use `emem_state_diff` or `emem_triple_consensus`.'
      operationId: emem_neighborhood_consistency
      requestBody:
        content:
          application/json:
            schema:
              properties:
                cell:
                  description: cell64 or place name
                  type: string
              required:
              - cell
              type: object
        required: true
      responses:
        '200':
          content:
            application/json:
              schema:
                type: object
          description: ok
        default:
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/ErrorEnvelope'
          description: 'error, the emem.error.v1 envelope. Branch on the stable `code` (see GET /v1/errors), not the message. A malformed or missing-field request body returns `code: invalid_argument` with the offending field named in `message`.'
      summary: Spatial consistency/outlier of a cell vs its 8 immediate cell64 neighbours…
      tags:
      - Neighborhood Consistency
components:
  schemas:
    ErrorEnvelope:
      description: The `emem.error.v1` failure envelope returned by every endpoint on a 4xx/5xx. Branch on the stable `code` (not the human `message`). See GET /v1/errors for the full code catalog.
      properties:
        code:
          description: Stable machine-readable error code. One of the codes in GET /v1/errors.
          example: invalid_argument
          type: string
        details:
          description: Optional structured recovery hints; present on errors that ship machine-readable next-steps.
          type: object
        message:
          description: Human-readable detail. For invalid_argument this names the offending field (e.g. "missing field `q`").
          type: string
        path:
          description: Request path that produced the error.
          example: /v1/ask
          type: string
        schema:
          const: emem.error.v1
          type: string
      required:
      - code
      - message
      - schema
      type: object