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rag_relevance_rank

Active

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

declared in 1.0.0

Rank an array of text chunks by relevance to a query using TF-IDF scoring. Simulates retrieval ranking for RAG testing without needing embeddings or an API.

Parameters schema

{
  "type": "object",
  "required": [
    "query",
    "chunks"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "The user query"
    },
    "top_k": {
      "type": "number",
      "description": "Return top K results (default: all)"
    },
    "chunks": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Array of text chunks to rank"
    }
  }
}

What this tool wraps· 0 endpoints

min confidence0.700.50

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