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