hilbras-remembra 5.5.1

"""Remembra Python client.

A dependency-free client for the Remembra memory API. It mirrors the published @hilbras/remembra TypeScript SDK in paths, authentication, error classes, retry policy, pagination, and idempotency rules.

Install

pip install hilbras-remembra

Building from a checkout needs build and twine; use python3, since many distributions ship no bare python, and a virtual environment where the system interpreter is externally managed:

python3 -m venv .venv && .venv/bin/pip install build twine
cd python && ../.venv/bin/python -m build && ../.venv/bin/python -m twine upload dist/*

Use

from remembra import Remembra

client = Remembra("http://127.0.0.1:8787", api_key="your-key")

client.store({"type": "fact", "content": "the release train leaves at 09:00"})
results = client.search({"query": "release train", "limit": 5})
for page in client.iter_list({"limit": 50}):
    ...

The asynchronous client has the same surface and the same policy:

import asyncio
from remembra import AsyncRemembra

async def main() -> None:
    async with AsyncRemembra("http://127.0.0.1:8787", api_key="your-key") as client:
        await client.store({"type": "fact", "content": "deploy window is tuesday 02:00"})

asyncio.run(main())

Guarantees

• No runtime dependencies. The client uses the standard library only.
• Writes are never retried automatically. Retries apply to read-only requests only, so a retry can never duplicate a mutation.
• Bounded everything. Timeouts, retry attempts, pagination limits, search limits, and batch size/count budgets are validated before a request is sent.
• Server-managed identity is never sent. store rejects id, tenantId, organizationId, userId, agentId, and embedding fields.
• Typed errors. ApiError (status, code, body), NetworkError, RequestTimeout, and ValidationError all derive from RemembraError.
• Idempotency parity. Idempotency-Key is accepted only for batch mutations, and a keyed response containing a failed item is rejected.