Create ingest
Unified RAG ingest: parse + chunk + embed documents and pipe them to BOTH Hanzo Vector (semantic) AND Hanzo Search (keyword) under the tenant index {owner}-{store}-docs — the same index /v1/chat retrieval reads.
POST /v1/ai/rag/ingest
| Address | https://api.hanzo.ai/v1/ai/rag/ingest |
| Method | POST |
| Operation | post_ai_rag_ingest |
| Auth | Authorization: Bearer $HANZO_API_KEY |
Unified RAG ingest: parse + chunk + embed documents and pipe them to BOTH Hanzo Vector (semantic) AND Hanzo Search (keyword) under the tenant index {owner}-{store}-docs — the same index /v1/chat retrieval reads. The source is pluggable: "upload" (inline files/documents), "github" (index a repo), "crawl" (web), or "s3" (the store's object-storage space). The owner is bound to the authenticated principal; the client-supplied owner is never trusted.
Request
The document declares no body for POST /v1/ai/rag/ingest. 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_ingest, which answers from the running route.
Response
| Status | Body | Meaning |
|---|---|---|
200 | Success. | |
401 | — | No credential, or one this service does not accept. |
403 | — | A valid credential that may not do this. |
200 body — 14 fields.
| Field | In | Type | Always | Description |
|---|---|---|---|---|
data | body | any | — | The operation's own result. |
data2 | body | any | — | A second result the operation defines, when it has one. |
msg | body | string | yes | Empty on success, the reason on failure. |
status | body | string | yes | One of ok, error. |
data.async | body | boolean | — | |
data.documentsIndexed | body | integer | — | |
data.errors | body | string[] | — | |
data.filesIngested | body | integer | — | |
data.filesSkipped | body | integer | — | |
data.indexName | body | string | — | |
data.skipped | body | string[] | — | |
data.source | body | string | — | |
data.store | body | string | — | |
data.workflowId | body | string | — |
Failure carries the platform error shape — see Errors.
Examples
hanzo ai rag ingestimport { Configuration, AiApi } from 'hanzoai';
const api = new AiApi(new Configuration({ accessToken: process.env.HANZO_API_KEY }));
const { data } = await api.postAiRagIngest();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_ingest()cfg := hanzoai.NewConfiguration()
cfg.AddDefaultHeader("Authorization", "Bearer "+os.Getenv("HANZO_API_KEY"))
client := hanzoai.NewAPIClient(cfg)
resp, _, err := client.AiAPI.PostAiRagIngest(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_ingest(&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).postAiRagIngest();curl -X POST https://api.hanzo.ai/v1/ai/rag/ingest \
-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.