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shared-memory/.env.example
T
shadowdaoandClaude Opus 4.7 9a8b504f51 feat: Phase 2 — embeddings + hybrid memory.search
Adds a small embedder sidecar (Xenova/bge-small-en-v1.5, ONNX, CPU-only)
that the web app calls inline on memory.write and memory.update, and on
demand from the new memory.search tool.

memory.search performs three candidate fetches in parallel — pgvector
cosine similarity, Postgres full-text via plainto_tsquery + ts_rank_cd,
and tag-set overlap — then fuses them with Reciprocal Rank Fusion
(k=60). Each result carries its per-source rank so the model can see
*why* a memory surfaced.

The migrator boot step gained an idempotent embedding backfill: any row
with embedding IS NULL is batched (32 at a time) through the embedder
after SQL migrations apply. Safe to run on every boot.

New tool memory.update fixes the missing edit path; centralises the
re-embed-on-content-change rule alongside write.

Stack additions:
- apps/embedder/ — Fastify server, persistent /data/models volume so the
  ~30 MB model only downloads once
- apps/web/lib/embedder.ts — typed HTTP client with batched embed +
  health probe
- packages/schemas — MemoryUpdateInput, MemorySearchInput
- docker-compose — embedder service, healthcheck, app + migrator both
  depend_on it healthy; EMBEDDER_URL promoted to a required env var

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-15 09:04:44 -07:00

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# =============================================================================
# shared-memory — example environment file
# Copy to `.env` and fill in real values. Never commit `.env`.
# =============================================================================
# -----------------------------------------------------------------------------
# Public URL the app is reached at.
# Used for OIDC redirect URIs, MCP discovery metadata, and Auth.js callbacks.
# -----------------------------------------------------------------------------
PUBLIC_URL=https://memory.example.com
# -----------------------------------------------------------------------------
# Deployment mode
# -----------------------------------------------------------------------------
# By default the app exposes a plain HTTP port to the host for use behind an
# external reverse proxy (HAProxy, nginx, Traefik, Cloudflare Tunnel, etc.).
APP_PORT=3000
# Bind interface for the exposed port. Use 127.0.0.1 to only accept traffic
# from a proxy on the same host. Default 0.0.0.0 accepts from anywhere.
APP_BIND=0.0.0.0
# The two settings below are ONLY consumed by the optional `caddy` service,
# which is started with: `docker compose --profile tls up -d`.
# Leave them as-is if you terminate TLS upstream (HAProxy, etc.).
APP_HOSTNAME=memory.example.com
ACME_EMAIL=you@example.com
# -----------------------------------------------------------------------------
# Authentik OIDC
# Create two Applications in Authentik (one for the Web UI, one for the MCP
# resource server). See README.md for exact provider settings.
# -----------------------------------------------------------------------------
OIDC_ISSUER=https://auth.example.com/application/o/shared-memory/
OIDC_CLIENT_ID_WEB=replace-me
OIDC_CLIENT_SECRET_WEB=replace-me
OIDC_CLIENT_ID_MCP=replace-me
OIDC_AUDIENCE=shared-memory
# -----------------------------------------------------------------------------
# Database (Postgres 16 + pgvector — pgvector/pgvector:pg16 image)
# -----------------------------------------------------------------------------
POSTGRES_USER=memory
POSTGRES_PASSWORD=replace-me-with-a-strong-password
POSTGRES_DB=memory
# Built automatically by docker-compose from the values above. Override only
# if you point at an external Postgres.
# DATABASE_URL=postgres://memory:...@db:5432/memory
# -----------------------------------------------------------------------------
# Embedder sidecar. Default points at the in-compose service.
# -----------------------------------------------------------------------------
EMBEDDER_URL=http://embedder:8080
EMBEDDING_MODEL=Xenova/bge-small-en-v1.5
EMBEDDING_DIM=384
# -----------------------------------------------------------------------------
# NextAuth session signing — generate with: openssl rand -base64 32
# -----------------------------------------------------------------------------
NEXTAUTH_SECRET=replace-me-with-32-bytes-of-random
# -----------------------------------------------------------------------------
# CLI token signing key. Used to mint HMAC-signed JWTs from /connect for
# pasting into MCP clients (Claude Code etc.). Rotate to invalidate all
# outstanding CLI tokens at once. Generate with: openssl rand -base64 32
# -----------------------------------------------------------------------------
CLI_TOKEN_SECRET=replace-me-with-32-bytes-of-random
# -----------------------------------------------------------------------------
# App
# -----------------------------------------------------------------------------
LOG_LEVEL=info
# Optional: pin to a specific built image (e.g. for a registry-pushed build).
# IMAGE_REF=registry.example.com/shared-memory-web:0.1.0