normalize_vector

Active

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

declared in 1.0.0

L2-normalize a float vector (produce a unit vector with norm=1). Required by many vector DBs (Pinecone, Qdrant cosine). Supports batch normalization of up to 1000 vectors.

Parameters schema

{
  "type": "object",
  "properties": {
    "batch": {
      "type": "array",
      "items": {
        "type": "array",
        "items": {
          "type": "number"
        }
      },
      "description": "Batch of vectors to normalize (overrides vector)"
    },
    "vector": {
      "type": "array",
      "items": {
        "type": "number"
      },
      "description": "Single vector to normalize"
    }
  }
}

What this tool wraps· 2 endpoints

min confidence0.70 0.50

Data resourceQdrant Vector Database
Qdrant · database
name mention0.70
Data resourcePinecone API
Pinecone · database
name mention0.65

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

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

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