Context & facts

Write a fact

Write a typed (subject, predicate, object) triple directly. Korely skips LLM extraction but still runs the contradiction check when the install has a model key, so a conflicting older fact is superseded, not duplicated.

POST /v1/facts

SDK: korely.add_fact_triple(subject, predicate, object, ...). Use this when you already have a structured triple and want to skip extraction (model_used is recorded as direct). With a model key configured, the two-stage contradiction check still runs, which is why the response carries invalidated, the ids of any earlier facts this write superseded.

Authentication

HTTP header, required: Authorization: Bearer kor_live_.... The key must carry the memories:write scope.

Request body

Field	Type	Required	Description
`subject`	string	Required	Subject side of the triple. 1-200 characters; stripped before write.
`predicate`	string	Required	Raw predicate; canonicalized server-side. 1-200 characters; stripped before write.
`object`	string	Required	Object side of the triple. 1-500 characters; stripped before write.
`user_id`	string	Optional	The end user this fact is about. 1 to 255 characters, no `/`, no control characters, not `.` or `..`; omit it for the shared namespace.
`agent_id`	string	Optional	Your application's namespace. Same rule as `user_id`. A new `agent_id` counts against your plan's agent cap on the Cloud.
`run_id`	string	Optional	One session or run. Max 255 chars.
`subject_type`	string	Optional	Subject type label, e.g. `self` or `person`. Default `unknown`. Max 20 chars.
`object_is_literal`	boolean	Optional	Whether the object is a literal value rather than an entity. Default `false`.
`confidence`	number	Optional	Confidence score between `0.0` and `1.0`. Default `0.9`.
`valid_from`	string	Optional	ISO 8601 date or datetime the fact becomes valid. Sets the bi-temporal `valid_from`, use it when backfilling so the timeline stays correct. When omitted, the fact is valid from the moment of the write.
`tense`	string	Optional	`current`, `past` or `planned`. Default `current`. A `past` fact closes the open fact it restates; with no open twin it is stored as history, already closed.

Any other field is refused with 422 invalid_request: field names are snake_case.

Example request

curl -X POST https://api.korely.ai/v1/facts \
  -H "Authorization: Bearer kor_live_..." \
  -H "Content-Type: application/json" \
  -d '{
    "subject": "customer-giulia-4812",
    "predicate": "prefers",
    "object": "dark mode",
    "user_id": "customer-giulia-4812",
    "agent_id": "support-bot",
    "subject_type": "person",
    "object_is_literal": true,
    "confidence": 0.95
  }'

from korely_memory import Korely

korely = Korely(api_key="kor_live_...", region="eu")

fact = korely.add_fact_triple(
    "customer-giulia-4812",
    "prefers",
    "dark mode",
    user_id="customer-giulia-4812",
    agent_id="support-bot",
    subject_type="person",
    object_is_literal=True,
    confidence=0.95,
)

print(fact.id)            # "fct_a1"
print(fact.invalidated)   # ["fct_a0"]

import { Korely } from "korely-memory";

const korely = new Korely({ apiKey: "kor_live_..." });

const fact = await korely.addFactTriple(
  "customer-giulia-4812",
  "prefers",
  "dark mode",
  {
    user_id: "customer-giulia-4812",
    agent_id: "support-bot",
    subject_type: "person",
    object_is_literal: true,
    confidence: 0.95,
  },
);

console.log(fact.id);          // "fct_a1"
console.log(fact.invalidated); // ["fct_a0"]

Response

201 Created. The newly written fact, plus the ids of any earlier facts it superseded.

{
  "id": "fct_a1",
  "subject": "customer-giulia-4812",
  "predicate": "prefers",
  "object": "dark mode",
  "predicate_family": "preferences",
  "valid_from": "2026-06-17T00:00:00+00:00",
  "invalidated": ["fct_a0"],
  "tense": "current",
  "invalid_at": null,
  "observation_count": 1,
  "user_id": "customer-giulia-4812",
  "agent_id": "support-bot"
}

Field	Type	Description
`id`	string	Public id of the newly written fact, e.g. `fct_a1` (`fct_` prefix).
`subject`	string	Stored subject label.
`predicate`	string	The predicate as stored: your phrase in snake_case form (`prefers`, `works_at`). A direct write keeps the name you chose, or the relation that name was already learned as in this vocabulary; the model never merges it into another relation.
`object`	string	Stored object label.
`predicate_family`	string · null	Predicate family derived from the canonical predicate.
`valid_from`	string · null	ISO 8601 timestamp the fact is valid from, or `null`.
`invalidated`	array<string>	Public ids of pre-existing facts this write superseded via the contradiction check. Empty list if none.
`invalid_at`	string · null	ISO 8601 timestamp the fact stopped being true. Set when you write a `past` fact; `null` otherwise.
`tense`	string	The tense the fact was stored with: `current`, `past` or `planned`.
`observation_count`	integer	How many times this fact has been stated. Writing a triple that is already open confirms it and raises the count instead of adding a duplicate.
`user_id`	string or null	The end user the fact belongs to, as in `GET /v1/facts`.
`agent_id`	string or null	The agent namespace it was written under, as in `GET /v1/facts`.

Contradictions resolve on write. When the install has a model key, as the Cloud does, a current fact goes through the two-stage contradiction check even on a direct write: open facts of the same subject that could conflict are gathered, and a model judges whether the new fact ends them, reading whether the relation holds one value at a time. A fact it ends is closed, not deleted, and its id appears in invalidated. Superseded facts stay queryable via as_of. A Self-hosted install with no model key runs no judge and closes nothing this way; a past fact still closes the open fact it restates.

Errors

Status	Code	Cause
`401`	`invalid_key`	Missing or invalid `kor_live_` key in the `Authorization` header.
`403`	`forbidden`	The API key lacks the `memories:write` scope.
`413`	`payload_too_large`	The body is larger than 2,097,152 bytes. Refused before it is read; nothing is written or counted. On the Cloud a body over 1 MB gets a bare `413` first, without this code.
`429`	`agent_cap_exceeded`	Writing with a new `agent_id` would exceed your plan's named agents (the body adds `limit` and `used`). Reuse an existing `agent_id`, delete one with `DELETE /v1/agents/{agent_id}`, or upgrade. Checked before the write quota, so a capped write doesn't burn a quota count.
`429`	`rate_limit_exceeded`	Per-plan rate limit exceeded. Retry after the `Retry-After` header.
`429`	`quota_exceeded`	The month's writes are used up, 10% grace included; nothing is written. The body adds `limit`, `used` and `resets_at` (00:00 UTC on the 1st) to `code` and `message`. Top up the month on a paid plan, or upgrade.
`422`	`invalid_request`	Body validation failed: `subject`/`predicate`/`object` missing or over their length limits, `confidence` outside `[0, 1]`, a non-ISO `valid_from`, a `tense` other than the three values, a `user_id` or `agent_id` breaking the id rule, or an unknown field.
`503`	`model_unavailable`	The model that resolves the relation against your learned vocabulary, or the contradiction check, gave no usable answer. Nothing was written; retry the request.

Notes

Skips extraction, not the check. A direct write bypasses LLM extraction (model_used is direct) but still runs the two-stage contradiction check when the install has a model key, that's why the response carries invalidated.
Idempotent by triple. If an active fact already exists with the same subject, canonical predicate, and object for the same end user and agent_id, Korely reconfirms it instead of writing a duplicate: the answer is still 201, with the same id, invalidated: [] and observation_count one higher.
Values are stripped. subject, predicate, and object are trimmed before write.
Agent cap before quota. When you pass a new agent_id, the agent-cap check runs before the write-quota check, so a cap failure never consumes a quota slot.
Telemetry. The write commits, emits invalidation events for any superseded facts, and is logged as a facts:create request.

Get facts, read the typed facts back.
Get context, the assembled recall block, facts included.
SDK reference, every method, typed.