Create rerank

Implements POST /v1/rerank (Cohere/Jina-compatible).

POST /v1/rerank

Addresshttps://api.hanzo.ai/v1/rerank
MethodPOST
Operationpost_rerank
AuthAuthorization: Bearer $HANZO_API_KEY

Implements POST /v1/rerank (Cohere/Jina-compatible).

Body: {"model": "...", "query": "...", "documents": ["...", ...]|[{"text":"..."}],

"top_n"?: int, "return_documents"?: bool}

Response: {"object":"list","model":...,"results":[{"index","relevance_score","document"?}],"usage":{...}}

Backend selection is provider-driven (one endpoint, one contract):

  • If the model routes to a native rerank provider (Jina/Cohere/Voyage) the request is proxied to that provider's /rerank endpoint.
  • Otherwise scores are computed as a real bi-encoder ranking: embed the query and documents through the resolved embedding model and rank by cosine similarity. No rerank-specific key required.

Request

The document declares no body for POST /v1/rerank. The handler is typed in cloud but its shape is not yet emitted, so the fields are not listed here — ask MCP's describe for post_rerank, which answers from the running route.

Response

StatusBodyMeaning
200ai.RankingSuccess.
401—No credential, or one this service does not accept.
403—A valid credential that may not do this.

200 body — 9 fields.

FieldInTypeAlwaysDescription
modelbodystring—
objectbodystring—
resultsbodyai.RankedDoc[]—
results[].documentbodyai.RankedText—
results[].document.textbodystring—
results[].indexbodyinteger—
results[].relevance_scorebodynumber—
usagebodyai.RankUsage—
usage.total_tokensbodyinteger—

Failure carries the platform error shape — see Errors.

Examples

hanzo rerank create
import { Configuration, AiApi } from 'hanzoai';

const api = new AiApi(new Configuration({ accessToken: process.env.HANZO_API_KEY }));
const { data } = await api.postRerank();
from hanzoai.cloud import ApiClient, Configuration
from hanzoai.cloud.api import AiApi

client = ApiClient(Configuration(access_token=os.environ["HANZO_API_KEY"]))
result = AiApi(client).post_rerank()
cfg := hanzoai.NewConfiguration()
cfg.AddDefaultHeader("Authorization", "Bearer "+os.Getenv("HANZO_API_KEY"))
client := hanzoai.NewAPIClient(cfg)

resp, _, err := client.AiAPI.PostRerank(context.Background()).Execute()
if err != nil {
	return err
}
use hanzo_client::apis::{configuration::Configuration, ai_api};

let mut cfg = Configuration::new();
cfg.bearer_access_token = std::env::var("HANZO_API_KEY").ok();

let result = ai_api::post_rerank(&cfg, Default::default()).await?;
import ai.hanzo.cloud.ApiClient;
import ai.hanzo.cloud.api.AiApi;

ApiClient client = new ApiClient();
client.setBearerToken(System.getenv("HANZO_API_KEY"));

var result = new AiApi(client).postRerank();
curl -X POST https://api.hanzo.ai/v1/rerank \
  -H "Authorization: Bearer $HANZO_API_KEY"

MCP declares no tool for ai — tools/list on https://api.hanzo.ai/v1/mcp names the products it does reach. Use HTTP or an SDK.


AI API · All Hanzo APIs · Interactive reference

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