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cohere_rerank

Rerank documents by relevance to a query using Cohere's reranking model, returning top results for improved search accuracy.

Instructions

Rerank a list of documents by relevance to a query using Cohere Rerank.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
api_keyNo
queryYes
documentsYesJSON array of strings or {text} objects
modelNoRerank model (default: rerank-english-v3.0)
top_nNoReturn top N results
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, and the description only states the basic function without disclosing behavioral traits such as rate limits, authentication needs, or handling of large document lists.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single, concise sentence (16 words) that is front-loaded and contains no extraneous information.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (5 parameters, external API call), the description is minimal and does not explain output format, prerequisites, or expected behavior, leaving significant gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema covers 60% of parameters with descriptions (documents, model, top_n). The description adds no additional meaning beyond the schema; baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's action (rerank), the resource (list of documents), and the method (Cohere Rerank), distinguishing it from sibling tools like cohere_chat, cohere_classify, and cohere_embed.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for reranking but does not explicitly state when to use this tool over alternatives, nor does it provide any exclusions or prerequisites.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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