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ECHOFORM Ghost Memory
Copyright 2026 The ECHOFORM Authors
This product includes software developed by the following projects.
Each is used under its own license; see each project's repository for details.
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PyTorch — https://pytorch.org/
Used for tensor compute and complex-domain FFT backing the FHRR primitive.
torch-hd — https://github.com/hyperdimensional-computing/torchhd
Reference HRR / FHRR operations.
mamba-ssm — https://github.com/state-spaces/mamba
Selective state-space model coprocessor for the compression layer.
FastAPI — https://fastapi.tiangolo.com/
HTTP framework for the public API surface.
Pydantic — https://docs.pydantic.dev/
Data validation and settings management.
asyncpg — https://github.com/MagicStack/asyncpg
PostgreSQL driver for the episodic and semantic storage layers.
Alembic — https://alembic.sqlalchemy.org/
Database migration tool.
OpenTelemetry — https://opentelemetry.io/
Distributed tracing, metrics, and structured logging conventions.
structlog — https://www.structlog.org/
Structured logging implementation.
PyJWT — https://pyjwt.readthedocs.io/
JSON Web Signature / Token implementation. Pinned to >= 2.12 for
CVE-2026-32597 mitigation.
PyNaCl — https://pynacl.readthedocs.io/
libsodium bindings; provides the Ed25519 signing primitive for the
forgetting certificate.
cryptography — https://cryptography.io/
Used for PEM key serialization.
rfc8785 — https://github.com/cyberphone/json-canonicalization
JSON Canonicalization Scheme (RFC 8785) for deterministic certificate
signing payloads.
httpx — https://www.python-httpx.org/
Async HTTP client used by the SDK and managed-proxy.
typer — https://typer.tiangolo.com/
CLI framework.
Microsoft Presidio (optional) — https://microsoft.github.io/presidio/
PII detection / redaction; used when ECHOFORM_PII_BACKEND=presidio.
Hypothesis — https://hypothesis.works/
Property-based testing.
----------------------------------------------------------------------
This NOTICE file is required by the Apache License, Version 2.0
(see the LICENSE file). The above attributions are informational; nothing in
this NOTICE constitutes a separate license grant or restriction beyond what
each upstream project's own license already provides.