Create rerank
Implements POST /v1/rerank (Cohere/Jina-compatible).
POST /v1/rerank
| Address | https://api.hanzo.ai/v1/rerank |
| Method | POST |
| Operation | post_rerank |
| Auth | Authorization: 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
| Status | Body | Meaning |
|---|---|---|
200 | ai.Ranking | Success. |
401 | — | No credential, or one this service does not accept. |
403 | — | A valid credential that may not do this. |
200 body — 9 fields.
| Field | In | Type | Always | Description |
|---|---|---|---|---|
model | body | string | — | |
object | body | string | — | |
results | body | ai.RankedDoc[] | — | |
results[].document | body | ai.RankedText | — | |
results[].document.text | body | string | — | |
results[].index | body | integer | — | |
results[].relevance_score | body | number | — | |
usage | body | ai.RankUsage | — | |
usage.total_tokens | body | integer | — |
Failure carries the platform error shape — see Errors.
Examples
hanzo rerank createimport { 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.