PHASE 3 — relational tier (Mem0g-light)

This commit is contained in:
Roberto Musso
2026-04-17 17:04:27 +02:00
parent 741b9b87fb
commit 341ee140e5
10 changed files with 850 additions and 33 deletions

View File

@@ -21,6 +21,7 @@ from __future__ import annotations
import asyncio
import logging
import uuid
from datetime import datetime, timezone
from typing import Any
from cryptography.fernet import Fernet, InvalidToken
@@ -33,11 +34,17 @@ from app.models import (
MemoryCore,
MemoryEpisodic,
MemoryProactive,
MemoryRelation,
User,
)
logger = logging.getLogger(__name__)
def _now() -> datetime:
return datetime.now(timezone.utc)
# Tuning constants
_ASSOCIATIVE_TOP_K = 5
_EPISODIC_RECENT_N = 10
@@ -66,6 +73,7 @@ class MemoryMiddleware:
associative_memory — [plaintext_content, ...] (top-k by keyword match)
episodic_memory — [plaintext_summary, ...] (most recent N)
proactive_hints — [plaintext_pattern, ...] (above threshold)
relational_memory — ["subject --predicate--> object", ...] (top 10, Pro+)
"""
fernet = await self._get_fernet(user_id)
if fernet is None:
@@ -78,9 +86,10 @@ class MemoryMiddleware:
associative = await self._load_associative(user_id, message, fernet, user_tier=user_tier)
episodic = await self._load_episodic(user_id, fernet, session_id=session_id)
proactive = await self._load_proactive(user_id, fernet)
relational = await self._load_relational(user_id, user_tier=user_tier)
logger.info(
"memory: enrich_context trace=%s user=%s tier=%s core=%d associative=%d episodic=%d proactive=%d",
"memory: enrich_context trace=%s user=%s tier=%s core=%d associative=%d episodic=%d proactive=%d relational=%d",
trace_id or "-",
user_id,
user_tier,
@@ -88,6 +97,7 @@ class MemoryMiddleware:
len(associative),
len(episodic),
len(proactive),
len(relational),
)
return {
@@ -95,6 +105,7 @@ class MemoryMiddleware:
"associative_memory": associative,
"episodic_memory": episodic,
"proactive_hints": proactive,
"relational_memory": relational,
}
async def store_episode(
@@ -375,6 +386,99 @@ class MemoryMiddleware:
logger.error("memory: store_associative failed user=%s: %s", user_id, exc)
await self._db.rollback()
async def upsert_relation(
self,
user_id: str,
subject: str,
subject_type: str,
predicate: str,
object_: str,
object_type: str,
*,
confidence: float = 0.7,
source_episode_id: str | None = None,
notes: str | None = None,
) -> None:
"""Insert or update a relation row. Matches on (user_id, subject_label, predicate, object_label).
subject_label / object_label are plaintext entity identifiers — not encrypted.
notes is optional; encrypted with user Fernet if provided.
"""
from app.billing.tier_manager import tier_manager # noqa: PLC0415
user_dbg = await self._get_user_debug(user_id)
user_tier = user_dbg.get("tier") or "free"
if not tier_manager.check_feature(user_tier, "relational_memory"):
logger.debug("memory: upsert_relation skipped (tier=%s no relational_memory)", user_tier)
return
notes_encrypted: bytes | None = None
if notes:
fernet = await self._get_fernet(user_id)
if fernet:
notes_encrypted = fernet.encrypt(notes.encode())
result = await self._db.execute(
select(MemoryRelation).where(
MemoryRelation.user_id == user_id,
MemoryRelation.subject_label == subject,
MemoryRelation.predicate == predicate,
MemoryRelation.object_label == object_,
)
)
existing = result.scalar_one_or_none()
if existing is not None:
existing.subject_type = subject_type
existing.object_type = object_type
existing.confidence = confidence
existing.last_confirmed_at = _now()
if notes_encrypted is not None:
existing.notes_encrypted = notes_encrypted
else:
self._db.add(MemoryRelation(
id=str(uuid.uuid4()),
user_id=user_id,
subject_label=subject,
subject_type=subject_type,
predicate=predicate,
object_label=object_,
object_type=object_type,
confidence=confidence,
source_episode_id=source_episode_id,
notes_encrypted=notes_encrypted,
))
try:
await self._db.commit()
logger.info(
"memory: upsert_relation user=%s subject=%s predicate=%s object=%s",
user_id, subject, predicate, object_,
)
except Exception as exc:
logger.error("memory: upsert_relation failed user=%s: %s", user_id, exc)
await self._db.rollback()
async def query_relations(
self,
user_id: str,
subject: str | None = None,
predicate: str | None = None,
object_: str | None = None,
limit: int = 20,
) -> list[MemoryRelation]:
"""Query relation rows for a user with optional filters."""
q = select(MemoryRelation).where(MemoryRelation.user_id == user_id)
if subject is not None:
q = q.where(MemoryRelation.subject_label == subject)
if predicate is not None:
q = q.where(MemoryRelation.predicate == predicate)
if object_ is not None:
q = q.where(MemoryRelation.object_label == object_)
q = q.order_by(MemoryRelation.confidence.desc()).limit(limit)
result = await self._db.execute(q)
return list(result.scalars().all())
async def insert_archival(self, user_id: str, content: str, source: str = "manual") -> None:
"""Insert a long-term archival memory entry."""
fernet = await self._get_fernet(user_id)
@@ -463,13 +567,26 @@ class MemoryMiddleware:
async def _get_user_debug(self, user_id: str) -> dict[str, str | None]:
"""Load lightweight user debug fields for trace logs."""
from app.config.settings import settings # noqa: PLC0415
from app.models import Subscription # noqa: PLC0415
result = await self._db.execute(select(User).where(User.id == user_id))
user = result.scalar_one_or_none()
if user is None:
return {"tier": None}
return {
"tier": user.tier,
}
sub_result = await self._db.execute(
select(Subscription.tier).where(Subscription.user_id == user_id)
)
sub_tier: str | None = sub_result.scalar_one_or_none()
if sub_tier:
tier = sub_tier
elif settings.ENV == "dev":
tier = "power"
else:
tier = user.tier or "free"
return {"tier": tier}
async def _load_core(self, user_id: str, fernet: Fernet) -> dict[str, str]:
result = await self._db.execute(
@@ -563,6 +680,26 @@ class MemoryMiddleware:
out.append(plaintext)
return out
async def _load_relational(self, user_id: str, *, user_tier: str = "free") -> list[str]:
"""Return top-10 relation strings for Pro+ users; empty list for Free."""
from app.billing.tier_manager import tier_manager # noqa: PLC0415
if not tier_manager.check_feature(user_tier, "relational_memory"):
return []
result = await self._db.execute(
select(MemoryRelation)
.where(MemoryRelation.user_id == user_id)
.order_by(MemoryRelation.confidence.desc())
.limit(10)
)
rows = result.scalars().all()
out = [
f"{r.subject_label} --{r.predicate}--> {r.object_label}"
for r in rows
]
return out
async def _load_proactive(self, user_id: str, fernet: Fernet) -> list[str]:
result = await self._db.execute(
select(MemoryProactive)