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>
98 lines
3.3 KiB
TypeScript
98 lines
3.3 KiB
TypeScript
import { z } from "zod";
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const Bool = z
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.union([z.boolean(), z.enum(["true", "false", "1", "0"])])
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.transform((v) => v === true || v === "true" || v === "1");
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const envSchema = z.object({
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NODE_ENV: z.enum(["development", "test", "production"]).default("development"),
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LOG_LEVEL: z.enum(["debug", "info", "warn", "error"]).default("info"),
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// Public URL the app is reached at (used for OIDC redirects + MCP metadata)
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PUBLIC_URL: z.string().url(),
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// Authentik OIDC
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OIDC_ISSUER: z.string().url(),
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OIDC_CLIENT_ID_WEB: z.string().min(1),
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OIDC_CLIENT_SECRET_WEB: z.string().min(1),
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OIDC_CLIENT_ID_MCP: z.string().min(1),
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OIDC_AUDIENCE: z.string().min(1),
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// Database
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DATABASE_URL: z.string().url(),
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// Embedder sidecar — required in Phase 2 since memory.write embeds inline.
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EMBEDDER_URL: z.string().url(),
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EMBEDDING_MODEL: z.string().default("Xenova/bge-small-en-v1.5"),
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EMBEDDING_DIM: z.coerce.number().int().positive().default(384),
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// NextAuth
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NEXTAUTH_SECRET: z.string().min(32, "NEXTAUTH_SECRET must be at least 32 chars"),
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// Signing key for CLI tokens minted at /connect. Rotate this to invalidate
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// every issued CLI token at once.
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CLI_TOKEN_SECRET: z.string().min(32, "CLI_TOKEN_SECRET must be at least 32 chars"),
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// Behavior flags
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ALLOW_INSECURE_HTTP: Bool.optional().default(false),
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});
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export type Env = z.infer<typeof envSchema>;
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function loadEnv(): Env {
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const parsed = envSchema.safeParse(process.env);
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if (!parsed.success) {
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const issues = parsed.error.issues
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.map((i) => ` - ${i.path.join(".") || "(root)"}: ${i.message}`)
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.join("\n");
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throw new Error(`Invalid environment configuration:\n${issues}`);
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}
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return parsed.data;
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}
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// During `next build`, Next.js evaluates server modules to collect static
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// page data — env vars aren't expected to be present then. Honor a build-only
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// bypass so the image can be assembled without baking secrets in.
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function isBuildPhase(): boolean {
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return (
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process.env.SKIP_ENV_VALIDATION === "true" ||
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process.env.NEXT_PHASE === "phase-production-build"
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);
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}
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function buildPhaseStub(): Env {
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return {
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NODE_ENV: "production",
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LOG_LEVEL: "info",
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PUBLIC_URL: "https://build-phase.invalid",
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OIDC_ISSUER: "https://build-phase.invalid",
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OIDC_CLIENT_ID_WEB: "build",
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OIDC_CLIENT_SECRET_WEB: "build",
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OIDC_CLIENT_ID_MCP: "build",
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OIDC_AUDIENCE: "build",
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DATABASE_URL: "postgres://build:build@build-phase.invalid:5432/build",
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EMBEDDER_URL: "http://embedder.invalid:8080",
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EMBEDDING_MODEL: "Xenova/bge-small-en-v1.5",
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EMBEDDING_DIM: 384,
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NEXTAUTH_SECRET: "build-phase-secret-not-used-at-runtime-xxxxxxxx",
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CLI_TOKEN_SECRET: "build-phase-secret-not-used-at-runtime-xxxxxxxx",
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ALLOW_INSECURE_HTTP: false,
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};
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}
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// Lazy singleton so importing this module at build time doesn't crash when
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// env vars are absent (e.g. during `next build` without runtime values).
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let cached: Env | null = null;
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export function env(): Env {
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if (cached) return cached;
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cached = isBuildPhase() ? buildPhaseStub() : loadEnv();
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return cached;
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}
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// Convenience getter for code paths that only need a single var without
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// triggering full validation (rare; prefer `env()`).
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export function rawEnv(key: keyof Env): string | undefined {
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return process.env[key];
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}
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