Create query multiple

Retrieve the top-K chunks relevant to a query, scoped to a SET of uploaded files (file_ids).

POST /v1/ai/rag/query-multiple

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Address	`https://api.hanzo.ai/v1/ai/rag/query-multiple`
Method	`POST`
Operation	`post_ai_rag_query-multiple`
Auth	`Authorization: Bearer $HANZO_API_KEY`

Retrieve the top-K chunks relevant to a query, scoped to a SET of uploaded files (file_ids). Consolidates the retired chat-rag-api POST /query_multiple. Shares one retrieval path with /rag/query.

Request

The document declares no body for POST /v1/ai/rag/query-multiple. 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_ai_rag_query-multiple, which answers from the running route.

Response

Status	Body	Meaning
`200`	DocSearchResult[]	Success.
`401`	—	No credential, or one this service does not accept.
`403`	—	A valid credential that may not do this.

200 body — 7 fields.

Field	In	Type	Always
`[].breadcrumbs`	body	string[]	—
`[].content`	body	string	—
`[].file_id`	body	string	—
`[].id`	body	string	—
`[].title`	body	string	—
`[].type`	body	string	—
`[].url`	body	string	—

Failure carries the platform error shape — see Errors.

Examples

CLI

SDK

HTTP

MCP

hanzo ai rag query-multiple

.ts

.py

.go

.rs

.java

import { Configuration, AiApi } from 'hanzoai';

const api = new AiApi(new Configuration({ accessToken: process.env.HANZO_API_KEY }));
const { data } = await api.postAiRagQuery-multiple();

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_ai_rag_query-multiple()

cfg := hanzoai.NewConfiguration()
cfg.AddDefaultHeader("Authorization", "Bearer "+os.Getenv("HANZO_API_KEY"))
client := hanzoai.NewAPIClient(cfg)

resp, _, err := client.AiAPI.PostAiRagQuery-multiple(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_ai_rag_query-multiple(&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).postAiRagQuery-multiple();

The method above is the one at the current release of the document. [email protected] (npm) and [email protected] (PyPI) were generated from an earlier release, where this operation carried a different id, so it spells the method differently — regenerating the clients is what makes the two agree. SDKs →

curl -X POST https://api.hanzo.ai/v1/ai/rag/query-multiple \
  -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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