# Create answer

URL: https://docs.hanzo.ai/docs/openapi/graph/graphanswer

> Answers a question from the whole graph and cites the assertions it rests on.

`POST /v1/graph/answer`

> [Graph →](https://docs.hanzo.ai/docs/openapi/graph) · [All API references →](https://docs.hanzo.ai/docs/openapi) · [Get started →](https://docs.hanzo.ai/docs/guides)

|               |                                        |
| ------------- | -------------------------------------- |
| **Address**   | `https://api.hanzo.ai/v1/graph/answer` |
| **Method**    | `POST`                                 |
| **Operation** | `graphAnswer`                          |
| **Auth**      | `Authorization: Bearer $HANZO_API_KEY` |

Answers a question from the whole graph and cites the assertions it
rests on.

It asks a model what each community's in-force facts say about the question,
then asks once more for one answer from those findings. Every cited ID is
checked to be a row of this graph, a failed model call fails the answer, and
the calls are billed to the calling organization.

Time: as\_of and as\_known place the graph that is read; either absent is now.

## Request

3 fields, body `application/json` (required).

| Field      | In   | Type   | Required | Description                                                                                                                                      |
| ---------- | ---- | ------ | -------- | ------------------------------------------------------------------------------------------------------------------------------------------------ |
| `as_known` | body | string | —        | AsKnown is how much this plane had heard, RFC 3339: the answer as it would have been given then, which is what makes a past answer reproducible. |
| `as_of`    | body | string | —        | AsOf answers from the graph as it stood at an instant of the world, RFC 3339: what held then.                                                    |
| `question` | body | string | yes      | Question is what to answer, in words, 1000 bytes at most.                                                                                        |

## Response

| Status    | Body                 | Meaning |
| --------- | -------------------- | ------- |
| `200`     | graph.graphAnswerOut | ok      |
| `default` | problem-details      | refused |

`200` body — 15 fields.

| Field                    | In   | Type                  | Always | Description                                                                                                                                                                                                                                                                                                                                                         |
| ------------------------ | ---- | --------------------- | ------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `answer`                 | body | string                | —      | Answer is the answer, in prose.                                                                                                                                                                                                                                                                                                                                     |
| `as_known`               | body | string                | —      | AsKnown is the knowledge instant it was taken at, RFC 3339, the same way.                                                                                                                                                                                                                                                                                           |
| `as_of`                  | body | string                | —      | AsOf is the instant the graph was read at, RFC 3339: the one asked for, or the server's clock when none was.                                                                                                                                                                                                                                                        |
| `asked`                  | body | integer (int64)       | —      | Asked is how many communities were read.                                                                                                                                                                                                                                                                                                                            |
| `assertions`             | body | string\[]             | —      | Assertions are the IDs of every assertion the answer rests on, ascending.                                                                                                                                                                                                                                                                                           |
| `calls`                  | body | integer (int64)       | —      | Calls is how many model calls the answer made, each billed to the calling organization.                                                                                                                                                                                                                                                                             |
| `clipped`                | body | boolean               | —      | Clipped says the answer did not read all it gathered: a community held more facts than one call carries, or more members than one answer reads, and kept the ones the question named and then the most connected; a member held more than 64 assertions and kept its newest; or the findings held more than the answering call carries and kept the highest scored. |
| `communities`            | body | integer (int64)\[]    | —      | Communities are every community the answer rests on, ascending.                                                                                                                                                                                                                                                                                                     |
| `findings`               | body | graph.graphFinding\[] | —      | Findings are the findings the answer cites, most relevant first.                                                                                                                                                                                                                                                                                                    |
| `findings[].assertions`  | body | string\[]             | —      | Assertions are the IDs of the assertions it cites, each a row a read of this graph returns.                                                                                                                                                                                                                                                                         |
| `findings[].communities` | body | integer (int64)\[]    | —      | Communities are the communities of the facts it cites, at level 0 of the partition at AsOf — the ids POST /v1/graph/communities answers with.                                                                                                                                                                                                                       |
| `findings[].score`       | body | integer (int64)       | —      | Score is how much the model judged it helps, 1 to 100.                                                                                                                                                                                                                                                                                                              |
| `findings[].text`        | body | string                | —      | Text is what the model found, in its words.                                                                                                                                                                                                                                                                                                                         |
| `grounded`               | body | boolean               | —      | Grounded is false when no community held a fact bearing on the question, or the findings did not answer it.                                                                                                                                                                                                                                                         |
| `skipped`                | body | integer (int64)       | —      | Skipped is how many were not, because one answer makes at most eight map calls and reads at most 2048 entities.                                                                                                                                                                                                                                                     |

Failure carries the platform error shape — see [Errors](https://docs.hanzo.ai/docs/errors).

## Examples

**CLI**

```bash
hanzo graph answer
```

**SDK**

**.ts**

```ts
import { Configuration, GraphApi } from 'hanzoai';

const api = new GraphApi(new Configuration({ accessToken: process.env.HANZO_API_KEY }));
const { data } = await api.graphAnswer({ question: "<question>" });
```

**.py**

```python
from hanzoai.cloud import ApiClient, Configuration
from hanzoai.cloud.api import GraphApi

client = ApiClient(Configuration(access_token=os.environ["HANZO_API_KEY"]))
result = GraphApi(client).graph_answer(question="<question>")
```

**.go**

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

resp, _, err := client.GraphAPI.GraphAnswer(context.Background()).Execute()
if err != nil {
	return err
}
```

**.rs**

```rust
use hanzo_client::apis::{configuration::Configuration, graph_api};

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

let result = graph_api::graph_answer(&cfg, Default::default()).await?;
```

**.java**

```java
import ai.hanzo.cloud.ApiClient;
import ai.hanzo.cloud.api.GraphApi;

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

var result = new GraphApi(client).graphAnswer();
```

**HTTP**

```bash
curl -X POST https://api.hanzo.ai/v1/graph/answer \
  -H "Authorization: Bearer $HANZO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
       "question": "<question>"
     }'
```

**MCP**

Tool `graph`, op `graphAnswer` — POST the JSON-RPC envelope to `https://api.hanzo.ai/v1/mcp`.

```bash
curl -X POST https://api.hanzo.ai/v1/mcp \
  -H "Authorization: Bearer $HANZO_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
       "jsonrpc": "2.0",
       "id": 1,
       "method": "tools/call",
       "params": {
         "name": "graph",
         "arguments": {
           "op": "graphAnswer",
           "input": {
             "question": "<question>"
           }
         }
       }
     }'
```

---

[Graph API](https://docs.hanzo.ai/docs/openapi/graph) · [All Hanzo APIs](https://docs.hanzo.ai/docs/openapi) · [Interactive reference](https://docs.hanzo.ai/docs/openapi/reference)
