Create Learning

Create a new learning record. For the identity-keyed learning types (user_profile, user_memory, session_context, entity_memory) the record id is derived deterministically from the identity fields so it reconciles with what the agent reads/writes — provide those fields (else 422), and if a record already exists the request is rejected with 409 (use PATCH to update it). Other types get a generated id. For a scoped (non-admin) caller, the body’s user_id must be omitted/null or match the caller (mismatch → 403); admins and unscoped callers may set any user_id.

POST /learnings

Create Learning

cURL

curl --request POST \
  --url https://api.example.com/learnings \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "learning_type": "<string>",
  "content": {},
  "namespace": "<string>",
  "user_id": "<string>",
  "agent_id": "<string>",
  "team_id": "<string>",
  "session_id": "<string>",
  "entity_id": "<string>",
  "entity_type": "<string>",
  "metadata": {}
}
'

import requests

url = "https://api.example.com/learnings"

payload = {
    "learning_type": "<string>",
    "content": {},
    "namespace": "<string>",
    "user_id": "<string>",
    "agent_id": "<string>",
    "team_id": "<string>",
    "session_id": "<string>",
    "entity_id": "<string>",
    "entity_type": "<string>",
    "metadata": {}
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    learning_type: '<string>',
    content: {},
    namespace: '<string>',
    user_id: '<string>',
    agent_id: '<string>',
    team_id: '<string>',
    session_id: '<string>',
    entity_id: '<string>',
    entity_type: '<string>',
    metadata: {}
  })
};

fetch('https://api.example.com/learnings', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.example.com/learnings",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'learning_type' => '<string>',
    'content' => [
        
    ],
    'namespace' => '<string>',
    'user_id' => '<string>',
    'agent_id' => '<string>',
    'team_id' => '<string>',
    'session_id' => '<string>',
    'entity_id' => '<string>',
    'entity_type' => '<string>',
    'metadata' => [
        
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.example.com/learnings"

	payload := strings.NewReader("{\n  \"learning_type\": \"<string>\",\n  \"content\": {},\n  \"namespace\": \"<string>\",\n  \"user_id\": \"<string>\",\n  \"agent_id\": \"<string>\",\n  \"team_id\": \"<string>\",\n  \"session_id\": \"<string>\",\n  \"entity_id\": \"<string>\",\n  \"entity_type\": \"<string>\",\n  \"metadata\": {}\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.example.com/learnings")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"learning_type\": \"<string>\",\n  \"content\": {},\n  \"namespace\": \"<string>\",\n  \"user_id\": \"<string>\",\n  \"agent_id\": \"<string>\",\n  \"team_id\": \"<string>\",\n  \"session_id\": \"<string>\",\n  \"entity_id\": \"<string>\",\n  \"entity_type\": \"<string>\",\n  \"metadata\": {}\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/learnings")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"learning_type\": \"<string>\",\n  \"content\": {},\n  \"namespace\": \"<string>\",\n  \"user_id\": \"<string>\",\n  \"agent_id\": \"<string>\",\n  \"team_id\": \"<string>\",\n  \"session_id\": \"<string>\",\n  \"entity_id\": \"<string>\",\n  \"entity_type\": \"<string>\",\n  \"metadata\": {}\n}"

response = http.request(request)
puts response.read_body

201

{
  "learning_id": "<string>",
  "learning_type": "<string>",
  "namespace": "<string>",
  "user_id": "<string>",
  "agent_id": "<string>",
  "team_id": "<string>",
  "session_id": "<string>",
  "entity_id": "<string>",
  "entity_type": "<string>",
  "content": {},
  "metadata": {},
  "created_at": 123,
  "updated_at": 123
}

{
  "detail": "Bad request",
  "error_code": "BAD_REQUEST"
}

{
  "detail": "Unauthenticated access",
  "error_code": "UNAUTHENTICATED"
}

{
  "detail": "Not found",
  "error_code": "NOT_FOUND"
}

{
  "detail": "Validation error",
  "error_code": "VALIDATION_ERROR"
}

{
  "detail": "Internal server error",
  "error_code": "INTERNAL_SERVER_ERROR"
}

Authorizations

Authorization · string · header · required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Query Parameters

db_id · string | null

Database ID to use

table · string | null

The database table to use (requires db_id)

Body

application/json

Request body for creating a learning record.

learning_type · string · required

Type of learning (e.g. 'user_profile', 'entity_memory')

content · Content · object · required

The learning content payload

namespace · string | null

Namespace for scoping ('user', 'global', or custom)

user_id · string | null

Associated user ID. When the request is authenticated, must match the JWT subject or be omitted/null (which creates a global / non-user-scoped record).

agent_id · string | null

Associated agent ID

team_id · string | null

Associated team ID

session_id · string | null

Associated session ID

entity_id · string | null

Associated entity ID

entity_type · string | null

Entity type

metadata · Metadata · object | null

Optional metadata

Response

201

application/json

Successful Response

A single learning record as returned by the API.

learning_id · string · required

Unique identifier for the learning record

learning_type · string · required

Type of learning (e.g. 'user_profile', 'entity_memory')

namespace · string | null

Namespace for scoping ('user', 'global', or custom)

user_id · string | null

Associated user ID

agent_id · string | null

Associated agent ID

team_id · string | null

Associated team ID

session_id · string | null

Associated session ID

entity_id · string | null

Associated entity ID (for entity-specific learnings)

entity_type · string | null

Entity type (e.g. 'person', 'company')

content · Content · object | null

The learning content payload

metadata · Metadata · object | null

Optional metadata

created_at · integer | null

Creation timestamp (Unix epoch seconds)

updated_at · integer | null

Last update timestamp (Unix epoch seconds)