vector_stats

Active

Tool of IA-QA — 130+ QA & Dev Tools for AI Agents

declared in 1.0.0

Compute statistics for a float vector or matrix of vectors: mean, std, L2 norm, min, max, sparsity, top-K indices. Useful for debugging embedding quality and analyzing vector distributions in a vector DB.

Parameters schema

{
  "type": "object",
  "properties": {
    "top_k": {
      "type": "number",
      "description": "Return indices of top K absolute values (default: 5)"
    },
    "matrix": {
      "type": "array",
      "items": {
        "type": "array",
        "items": {
          "type": "number"
        }
      },
      "description": "Matrix of vectors (overrides vector). Returns per-vector + matrix-level stats."
    },
    "vector": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "description": "Single vector to analyze"
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.70 0.50

No endpoints wrapped at confidence ≥ 0.70.

Parent server

IA-QA — 130+ QA & Dev Tools for AI Agents

https://github.com/jcjamet/ia-qa

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