Behavision: face recognition for retail, edge to head office

Five components that ship as one product:

- behavision/  the recognition engine. RTSP ingest, YuNet detection, IoU
               tracking, ArcFace embeddings, a FAISS/SQLite gallery, and a
               FastAPI dashboard. Identity is decided once per TRACK from an
               average of at least three embeddings, never per frame.
- agent/       the Go edge agent: supervises the engine, holds a durable
               spool, and drains it to MQTT. Nothing is acked before the
               broker confirms.
- desktop/     the shop PC application (Wails + React + tray).
- server/      the cloud API, MQTT consumer, reports and assistant.
- web/         platform.loyaly.ai, the head-office app, embedded in the
               server binary.

The gallery stores 512-float embeddings and timestamps - no images unless
`app.store_faces` is switched on. Those embeddings are biometric personal
data under GDPR and India's DPDP: template inversion reconstructs a
recognisable face from an ArcFace vector, so data/behavision.db is treated
as a biometric database and DELETE /api/visitors/{id} is a real erasure.

CLAUDE.md carries the reasoning behind every non-obvious decision here,
including the ones that were measured and the ones that were wrong first.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HViLj9gYNRtSr7YVZmW5sn

server/internal/secret/secret.go

@@ -0,0 +1,106 @@
+// Package secret encrypts the few values the server must be able to hand back
+// out again — today, each site's broker password.
+//
+// A password that gets given to an enrolling PC cannot be hashed, so the
+// choice is plaintext in a column or encrypted with a key that lives outside
+// the database. Encrypted means a stolen dump is not a set of live broker
+// logins, which is exactly what the plaintext column would be.
+package secret
+
+import (
+	"crypto/aes"
+	"crypto/cipher"
+	"crypto/rand"
+	"encoding/base64"
+	"errors"
+	"fmt"
+	"os"
+)
+
+// Box seals and opens values with AES-256-GCM.
+type Box struct{ aead cipher.AEAD }
+
+var ErrNoKey = errors.New("BEHAVISION_SECRET_KEY is not set")
+
+// FromEnv builds a Box from a base64 32-byte key.
+//
+// Refuses a short key outright rather than stretching it. A key derived from
+// whatever someone typed into an env var is a key with unknown entropy, and
+// "it worked" would hide that permanently.
+func FromEnv(name string) (*Box, error) {
+	raw := os.Getenv(name)
+	if raw == "" {
+		return nil, ErrNoKey
+	}
+	key, err := base64.StdEncoding.DecodeString(raw)
+	if err != nil {
+		key, err = base64.RawURLEncoding.DecodeString(raw)
+	}
+	if err != nil {
+		return nil, fmt.Errorf("%s must be base64: %w", name, err)
+	}
+	return New(key)
+}
+
+func New(key []byte) (*Box, error) {
+	if len(key) != 32 {
+		return nil, fmt.Errorf("key must be 32 bytes, got %d "+
+			"(generate one with: openssl rand -base64 32)", len(key))
+	}
+	blk, err := aes.NewCipher(key)
+	if err != nil {
+		return nil, err
+	}
+	aead, err := cipher.NewGCM(blk)
+	if err != nil {
+		return nil, err
+	}
+	return &Box{aead: aead}, nil
+}
+
+// NewKey generates a key for provisioning.
+func NewKey() (string, error) {
+	var k [32]byte
+	if _, err := rand.Read(k[:]); err != nil {
+		return "", err
+	}
+	return base64.StdEncoding.EncodeToString(k[:]), nil
+}
+
+// Seal returns nonce||ciphertext.
+//
+// `aad` binds the ciphertext to where it is stored — the agent id for a broker
+// password. Without it a row copied from one agent to another decrypts happily,
+// so a database write becomes a way to hand one site another site's
+// credentials.
+func (b *Box) Seal(plain []byte, aad string) ([]byte, error) {
+	nonce := make([]byte, b.aead.NonceSize())
+	if _, err := rand.Read(nonce); err != nil {
+		return nil, err
+	}
+	return b.aead.Seal(nonce, nonce, plain, []byte(aad)), nil
+}
+
+func (b *Box) Open(sealed []byte, aad string) ([]byte, error) {
+	n := b.aead.NonceSize()
+	if len(sealed) < n {
+		return nil, errors.New("ciphertext is truncated")
+	}
+	out, err := b.aead.Open(nil, sealed[:n], sealed[n:], []byte(aad))
+	if err != nil {
+		// Deliberately vague to the caller's caller: whether a value failed to
+		// decrypt because of the key or because of tampering is not something
+		// to report over HTTP.
+		return nil, errors.New("cannot decrypt: wrong key or altered data")
+	}
+	return out, nil
+}
+
+func (b *Box) SealString(plain, aad string) ([]byte, error) {
+	return b.Seal([]byte(plain), aad)
+}
+
+func (b *Box) OpenString(sealed []byte, aad string) (string, error) {
+	out, err := b.Open(sealed, aad)
+	return string(out), err
+}