marrowid 1.0.4

Marrow agent-memory client for ingest, jobs, query, and the native /v1 memory API.

marrowid - the Marrow Python client

Distribution marrowid, import package marrow, primary class Marrow.

The public client identities are marrowid==1.0.4, imported as marrow, @marrowid/sdk@1.0.4, and @marrowid/cli@1.0.4. The HTTP contract is their semantic authority. Direct HTTP, TypeScript, Python, and CLI examples run inside a trusted application process; using one of these clients does not provide prompt-injection isolation for untrusted content.

This proprietary typed client maps directly to Marrow's classic source/job/query routes and native /v1 memory routes. It uses one customer API key, preserves API error classes, and keeps the product contract explicit: peer.ask() returns cited evidence or an honest insufficient_evidence state. There is no chat method and no compatibility import alias.

Install

Install the exact stable version from PyPI:

python -m pip install marrowid==1.0.4
python -c "from marrow import Marrow, __version__; print(Marrow.__name__, __version__)"

The package metadata declares CPython 3.9 through 3.14 on macOS, Linux, and Windows. The wheel is pure Python (py3-none-any).

First use: connect context and retrieve it

Create a customer API key with ingest and query scopes, then initialize the client. Keep MARROW_API_KEY in server secret storage or the invoking process environment. Do not put it in source, arguments, notebooks, logs, screenshots, or generated documentation.

import os
from marrow import Marrow

client = Marrow(
    api_key=os.environ["MARROW_API_KEY"],
    host=os.environ.get("MARROW_API_BASE_URL", "https://api.marrow.id"),
)

Dry-runs may omit an idempotency key. Live URL and file ingest require a caller-owned idempotency_key between 8 and 160 characters so a retry can reuse the same submission identity without creating another job.

preview = client.ingest.url(
    "https://example.com/onboarding-note",
    dry_run=True,
    dated_at="2026-07-12",
)

queued = client.ingest.url(
    "https://example.com/onboarding-note",
    dry_run=False,
    dated_at="2026-07-12",
    idempotency_key="onboarding-note-2026-07-12",
)

job = client.ingest.jobs.wait(
    queued["job"]["id"],
    max_attempts=60,
    poll_interval=1.0,
)
if job["job"]["status"] == "succeeded":
    result = client.query(
        "What should this workflow remember about onboarding?",
        limit=5,
        evidence_limit=3,
    )

Use client.ingest.file(...) for a local path; pass content_type when the media type is known. client.ingest.jobs.list() and .get(job_id) provide single reads when the application owns its own polling loop. Classic query returns only the current launch statuses partial or insufficient_evidence; the reserved answered status fails closed instead of being treated as a verified answer.

Native memory usage

The native memory methods are available and use memory.read and memory.write scopes. Use a dedicated customer API key with only the scopes the app or agent needs.

import time

peer = client.peer("riley")
session = client.session("project-update")

receipt = session.add_messages(
    [
        {
            "role": "user",
            "content": "Project update should cite retention notes and keep the pricing caveat visible.",
        }
    ],
    peer_id="riley",
    infer=True,
    source_ids=["550e8400-e29b-41d4-a716-446655440000"],
)

for attempt in range(60):
    event = client.events.get(receipt["event_id"])
    if event["status"] == "succeeded":
        break
    if event["status"] in {"failed", "quarantined"}:
        raise RuntimeError(
            f"Memory event {receipt['event_id']} ended with {event['status']}"
        )
    if attempt == 59:
        raise TimeoutError(f"Memory event {receipt['event_id']} is still processing")
    time.sleep(1)

context = peer.ask(
    "What context should the project-update assistant use?",
    session="project-update",
)

if context.status == "insufficient_evidence":
    raise RuntimeError("Add source material before using Marrow context")

infer and source_ids are optional write controls from the native MessagesCreateRequest schema. Omit infer to use the service default. Pass source_ids only when the application already has up to 100 succeeded ingest job IDs from the same account. The API rejects missing, foreign-account, and nonterminal jobs before creating a memory event. Use the same event-success gate before peer.context() or session.context() reads derived from the write.

Claim mutations use optimistic concurrency. Read the claim first and pass its head_revision back to the change:

claim = client.claims.get("mem_0123456789abcdef01234567")
corrected = client.claims.update(
    claim["id"],
    "Project updates should lead with the decision.",
    head_revision=claim["head_revision"],
    reason="User clarified the preference.",
)
client.claims.delete(
    claim["id"],
    head_revision=corrected["head_revision"],
    reason="User withdrew the preference.",
)

Corrections return eligibility: "pending_review"; a stale revision fails with 409 revision_conflict instead of overwriting a newer head.

Public surface

• Marrow(api_key=..., workspace="default")
• client.ingest.url() / client.ingest.file()
• client.ingest.jobs.list() / .get() / .wait()
• client.query()
• client.workspaces.upsert() / client.workspaces.list()
• client.peer(id).create() / .get() / .ask() / .context() / .representation()
• client.session(id).create() / .get() / .add_messages() / .messages() / .context(peer=...)
• client.claims.query() / .list() / .get() / .history() / .update() / .delete()
• client.events.get(event_id)
• client.queue.status()

Source verification

For repository development:

cd clients/python
python -m pip install -e ".[dev]"
python -m pytest

The offline parity suite drives every native route and the classic ingest/job/query path through a recording transport and verifies that each request carries the customer-key bearer. The release gate builds the wheel and sdist twice, compares their bytes and exact inventories, runs metadata and Twine checks, verifies the registry version is unused, and clean-installs both artifacts before executing the classic path, native route, strict-response, and structured-error probes.

Proprietary. UNLICENSED means the distribution is a delivery channel, not an open-source grant.