@oscardvs/zoteus - npm Package Compare versions

Comparing version 1.4.1 to 1.4.2

dist/config.d.ts

@@ -11,2 +11,4 @@ export interface ZoteusConfig {
     embeddings: 'local' | 'openai' | 'gemini' | 'off';
+    /** Where to resolve @huggingface/transformers from when the install cannot see it itself. */
+    transformersPath?: string;
     scholarProviders: string[];
@@ -13,0 +15,0 @@ dataDir: string;

dist/config.js

@@ -27,2 +27,3 @@ import { z } from 'zod';
         ZOTEUS_EMBEDDINGS: z.enum(['local', 'openai', 'gemini', 'off']).default('local'),
+        ZOTEUS_TRANSFORMERS_PATH: z.string().optional(),
         ZOTEUS_SCHOLAR_PROVIDERS: z.string().default('openalex'),
@@ -98,2 +99,3 @@ ZOTEUS_DATA_DIR: z.string().optional(),
         embeddings: parsed.ZOTEUS_EMBEDDINGS,
+        transformersPath: parsed.ZOTEUS_TRANSFORMERS_PATH?.trim() || undefined,
         scholarProviders: parsed.ZOTEUS_SCHOLAR_PROVIDERS.split(',')
@@ -100,0 +102,0 @@ .map((s) => s.trim())

dist/config.js.map

@@ -1,1 +0,1 @@
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dist/features/search/build.d.ts

@@ -10,2 +10,8 @@ import type { ToolContext } from '../../registry/registry.js';
 export declare function progressLine(s: IndexBuildStatus): string;
+/**
+ * Sentence appended whenever the configured embedder is not the effective one. Without it
+ * a keyword-only index is indistinguishable from a healthy one, which is exactly how a
+ * missing optional dependency stayed invisible through two clean builds (#7).
+ */
+export declare function embedderNotice(s: IndexBuildStatus): string;
 /** Human summary of a build/status snapshot. */
@@ -12,0 +18,0 @@ export declare function statusSummary(s: IndexBuildStatus): string;

dist/features/search/build.js

@@ -11,13 +11,24 @@ import { saveIndex } from './persistence.js';
 }
+/**
+ * Sentence appended whenever the configured embedder is not the effective one. Without it
+ * a keyword-only index is indistinguishable from a healthy one, which is exactly how a
+ * missing optional dependency stayed invisible through two clean builds (#7).
+ */
+export function embedderNotice(s) {
+    if (s.embedderActive || s.embedderConfigured === 'off')
+        return '';
+    return ` Semantic ranking is OFF (embeddings=${s.embedderConfigured} requested but not active): ${s.embedderReason ?? 'unavailable'}`;
+}
 /** Human summary of a build/status snapshot. */
 export function statusSummary(s) {
+    const notice = embedderNotice(s);
     switch (s.state) {
         case 'building':
-            return `Index build in progress — ${progressLine(s)}. Poll zotero_index action:"status" again shortly.`;
+            return `Index build in progress — ${progressLine(s)}. Poll zotero_index action:"status" again shortly.${notice}`;
         case 'error':
-            return `Index build failed: ${s.lastError ?? 'unknown error'}. Partial data kept — ${progressLine(s)}.`;
+            return `Index build failed: ${s.lastError ?? 'unknown error'}. Partial data kept — ${progressLine(s)}.${notice}`;
         case 'done':
-            return `Index ready — ${s.documents} passages over ${s.items} items (embedder=${s.embedder}). Run zotero_semantic_search to search by meaning.`;
+            return `Index ready — ${s.documents} passages over ${s.items} items (embedder=${s.embedder}). Run zotero_semantic_search to search by meaning.${notice}`;
         default:
-            return `Index: ${s.documents} passages over ${s.items} items; embedder=${s.embedder}.`;
+            return `Index: ${s.documents} passages over ${s.items} items; embedder=${s.embedder}.${notice}`;
     }
@@ -24,0 +35,0 @@ }

dist/features/search/build.js.map

@@ -1,1 +0,1 @@
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dist/features/search/embeddings.d.ts

@@ -7,2 +7,4 @@ import type { ZoteusConfig } from '../../config.js';
 }
+/** npm package that provides the on-device model runtime (optional, not bundled; see below). */
+export declare const TRANSFORMERS_MODULE = "@huggingface/transformers";
 /** Deterministic, dependency-free embedder. Not semantic — used for tests/plumbing. */
@@ -13,2 +15,21 @@ export declare class FakeEmbeddingProvider implements EmbeddingProvider {
 }
+/**
+ * Resolve the transformers entry point WITHOUT executing it: a cheap, side-effect-free
+ * probe of whether on-device embeddings can actually load. Returns the URL to import, or
+ * null when the package is not reachable from this process.
+ *
+ * This is what makes the degradation reportable *before* a build: a bundled install
+ * (.mcpb) resolves only from inside its own folder, which cannot carry the package (its
+ * onnxruntime native binaries are ~380 MB across platforms; see docs/semantic-search.md),
+ * so status can say so up front instead of silently indexing 0 vectors.
+ * ZOTEUS_TRANSFORMERS_PATH is the escape hatch: it points at an install that lives
+ * outside the bundle and therefore survives extension updates.
+ */
+export declare function resolveTransformers(transformersPath?: string): string | null;
+/**
+ * Actionable, install-channel-aware explanation for "local embeddings requested but
+ * unavailable". Desktop bundles get different advice from npm installs because there is
+ * no `npm i` step to have skipped: the package has to live outside the bundle.
+ */
+export declare function missingTransformersHint(config?: Pick<ZoteusConfig, 'dist'>): string;
 /** Local on-device embeddings via @huggingface/transformers (optional, lazy). */
@@ -19,2 +40,3 @@ export declare class LocalEmbeddingProvider implements EmbeddingProvider {
     private readonly loadExtractor?;
+    private readonly opts;
     readonly name = "local";
@@ -26,3 +48,6 @@ /** Texts handed to the transformers pipeline in a single call. */
     /** Injectable extractor factory (tests); defaults to the transformers.js pipeline. */
-    loadExtractor?: (() => Promise<any>) | undefined);
+    loadExtractor?: (() => Promise<any>) | undefined, opts?: {
+        transformersPath?: string;
+        dist?: string;
+    });
     private ensure;
@@ -44,3 +69,19 @@ /**
 }
-/** Build the configured provider, or null for keyword-only search. */
-export declare function createEmbeddingProvider(config: ZoteusConfig, logger?: Logger): EmbeddingProvider | null;
+/**
+ * What ZOTEUS_EMBEDDINGS asked for, and whether it can actually be honoured. Keeping the
+ * two apart is the point: reporting the *configured* provider as if it were active is what
+ * turned a missing optional dependency into an invisible "0 vectors" failure (#7).
+ */
+export interface EmbedderSelection {
+    /** Provider that will produce vectors, or null for keyword-only search. */
+    provider: EmbeddingProvider | null;
+    /** The requested ZOTEUS_EMBEDDINGS value. */
+    configured: ZoteusConfig['embeddings'];
+    /** Why no provider, when `configured` asked for one. Absent when nothing is wrong. */
+    unavailable?: string;
+}
+/**
+ * Build the configured provider. Preflights the local runtime so an install that cannot
+ * embed is known at startup, before a build silently produces an index with 0 vectors.
+ */
+export declare function createEmbeddingProvider(config: ZoteusConfig, logger?: Logger): EmbedderSelection;

dist/features/search/embeddings.js

@@ -0,1 +1,6 @@
+import { createRequire } from 'node:module';
+import { join } from 'node:path';
+import { pathToFileURL } from 'node:url';
+/** npm package that provides the on-device model runtime (optional, not bundled; see below). */
+export const TRANSFORMERS_MODULE = '@huggingface/transformers';
 const DIM = 64;
@@ -20,2 +25,69 @@ /** Deterministic, dependency-free embedder. Not semantic — used for tests/plumbing. */
 }
+/**
+ * Directories to resolve {@link TRANSFORMERS_MODULE} from when ZOTEUS_TRANSFORMERS_PATH is
+ * set. Node's own walk-up covers the two common answers (`npm root -g`, or the package
+ * directory itself, whose ancestors include that root); the `lib` candidate additionally
+ * accepts an npm *prefix* such as `/usr`, where globals live in `/usr/lib/node_modules`.
+ */
+function overrideRoots(dir) {
+    return [dir, join(dir, 'lib')];
+}
+/**
+ * Resolve the transformers entry point WITHOUT executing it: a cheap, side-effect-free
+ * probe of whether on-device embeddings can actually load. Returns the URL to import, or
+ * null when the package is not reachable from this process.
+ *
+ * This is what makes the degradation reportable *before* a build: a bundled install
+ * (.mcpb) resolves only from inside its own folder, which cannot carry the package (its
+ * onnxruntime native binaries are ~380 MB across platforms; see docs/semantic-search.md),
+ * so status can say so up front instead of silently indexing 0 vectors.
+ * ZOTEUS_TRANSFORMERS_PATH is the escape hatch: it points at an install that lives
+ * outside the bundle and therefore survives extension updates.
+ */
+export function resolveTransformers(transformersPath) {
+    const dir = transformersPath?.trim();
+    if (dir) {
+        for (const root of overrideRoots(dir)) {
+            try {
+                // A non-existent package.json is fine: createRequire only needs a base path to
+                // start the node_modules walk-up from.
+                const req = createRequire(pathToFileURL(join(root, 'package.json')));
+                return pathToFileURL(req.resolve(TRANSFORMERS_MODULE)).href;
+            }
+            catch {
+                // Try the next reading of the configured path.
+            }
+        }
+        return null;
+    }
+    try {
+        return import.meta.resolve(TRANSFORMERS_MODULE);
+    }
+    catch {
+        return null;
+    }
+}
+/**
+ * Actionable, install-channel-aware explanation for "local embeddings requested but
+ * unavailable". Desktop bundles get different advice from npm installs because there is
+ * no `npm i` step to have skipped: the package has to live outside the bundle.
+ */
+export function missingTransformersHint(config) {
+    const bundled = config?.dist === 'mcpb' || config?.dist === 'dxt';
+    // The FIRST sentence is the short cause that ends up in the one-line embedder label
+    // (see shortCause in index-manager); everything after it is the remedy. Keep it short.
+    const cause = `${TRANSFORMERS_MODULE} is not installed.`;
+    const fallbacks = `Otherwise set ZOTEUS_EMBEDDINGS=openai or gemini to embed through an API instead (your ` +
+        `library text leaves the machine), or ZOTEUS_EMBEDDINGS=off to accept keyword-only search.`;
+    if (bundled) {
+        return (`${cause} Semantic ranking is off; keyword (BM25) search still works. Desktop-extension ` +
+            `bundles cannot ship it: it pulls in onnxruntime's native binaries (~380 MB across platforms). ` +
+            `To get on-device vectors, install it outside the bundle (\`npm i -g ${TRANSFORMERS_MODULE}\`) ` +
+            `and set the extension's "Local embeddings path" (ZOTEUS_TRANSFORMERS_PATH) to the directory ` +
+            `\`npm root -g\` prints; that survives extension updates. ${fallbacks}`);
+    }
+    return (`${cause} Semantic ranking is off; keyword (BM25) search still works. Install it with ` +
+        `\`npm i ${TRANSFORMERS_MODULE}\`, or point ZOTEUS_TRANSFORMERS_PATH at a directory that ` +
+        `already has it. ${fallbacks}`);
+}
 /** Local on-device embeddings via @huggingface/transformers (optional, lazy). */
@@ -25,2 +97,3 @@ export class LocalEmbeddingProvider {
     loadExtractor;
+    opts;
     name = 'local';
@@ -32,5 +105,6 @@ /** Texts handed to the transformers pipeline in a single call. */
     /** Injectable extractor factory (tests); defaults to the transformers.js pipeline. */
-    loadExtractor) {
+    loadExtractor, opts = {}) {
         this.model = model;
         this.loadExtractor = loadExtractor;
+        this.opts = opts;
     }
@@ -44,10 +118,21 @@ async ensure() {
         }
+        const specifier = resolveTransformers(this.opts.transformersPath);
+        if (!specifier)
+            throw new Error(missingTransformersHint({ dist: this.opts.dist }));
         let transformers;
         try {
-            transformers = await import('@huggingface/transformers');
+            transformers = await import(specifier);
         }
-        catch {
-            throw new Error('Local embeddings need the optional dependency. Install it with `npm i @huggingface/transformers`, or set ZOTEUS_EMBEDDINGS=off for keyword-only search.');
+        catch (e) {
+            // Resolved but unloadable: almost always a native onnxruntime binary that does not
+            // match this platform/Node ABI. Say that, rather than "not installed".
+            throw new Error(`${TRANSFORMERS_MODULE} resolved but failed to load (${e instanceof Error ? e.message : String(e)}). ` +
+                'Reinstall it for this platform and Node version, or set ZOTEUS_EMBEDDINGS=off for keyword-only search.');
         }
-        this.extractor = await transformers.pipeline('feature-extraction', this.model);
+        // The package ships both an ESM and a CJS build; a resolved CJS entry arrives under `default`.
+        const pipeline = transformers.pipeline ?? transformers.default?.pipeline;
+        if (typeof pipeline !== 'function') {
+            throw new Error(`${TRANSFORMERS_MODULE} loaded but exposes no pipeline(). Is the install complete?`);
+        }
+        this.extractor = await pipeline('feature-extraction', this.model);
         return this.extractor;
@@ -116,24 +201,41 @@ }
 }
-/** Build the configured provider, or null for keyword-only search. */
+/**
+ * Build the configured provider. Preflights the local runtime so an install that cannot
+ * embed is known at startup, before a build silently produces an index with 0 vectors.
+ */
 export function createEmbeddingProvider(config, logger) {
     switch (config.embeddings) {
         case 'off':
-            return null;
+            return { provider: null, configured: 'off' };
         case 'openai':
             if (!process.env.OPENAI_API_KEY) {
-                logger?.warn('ZOTEUS_EMBEDDINGS=openai but OPENAI_API_KEY is unset; using keyword-only search.');
-                return null;
+                const unavailable = 'OPENAI_API_KEY is unset. No vectors are produced; keyword (BM25) search still works. ' +
+                    'Set the key, or pick another ZOTEUS_EMBEDDINGS provider.';
+                logger?.warn(`ZOTEUS_EMBEDDINGS=openai but OPENAI_API_KEY is unset; using keyword-only search.`);
+                return { provider: null, configured: 'openai', unavailable };
             }
-            return new ApiEmbeddingProvider('openai', process.env.OPENAI_API_KEY);
+            return { provider: new ApiEmbeddingProvider('openai', process.env.OPENAI_API_KEY), configured: 'openai' };
         case 'gemini':
             if (!process.env.GEMINI_API_KEY) {
-                logger?.warn('ZOTEUS_EMBEDDINGS=gemini but GEMINI_API_KEY is unset; using keyword-only search.');
-                return null;
+                const unavailable = 'GEMINI_API_KEY is unset. No vectors are produced; keyword (BM25) search still works. ' +
+                    'Set the key, or pick another ZOTEUS_EMBEDDINGS provider.';
+                logger?.warn(`ZOTEUS_EMBEDDINGS=gemini but GEMINI_API_KEY is unset; using keyword-only search.`);
+                return { provider: null, configured: 'gemini', unavailable };
             }
-            return new ApiEmbeddingProvider('gemini', process.env.GEMINI_API_KEY);
+            return { provider: new ApiEmbeddingProvider('gemini', process.env.GEMINI_API_KEY), configured: 'gemini' };
         case 'local':
         default:
-            return new LocalEmbeddingProvider();
+            if (!resolveTransformers(config.transformersPath)) {
+                logger?.warn(`ZOTEUS_EMBEDDINGS=local but ${TRANSFORMERS_MODULE} is not installed; using keyword-only search.`);
+                return { provider: null, configured: 'local', unavailable: missingTransformersHint(config) };
+            }
+            return {
+                provider: new LocalEmbeddingProvider(undefined, undefined, {
+                    transformersPath: config.transformersPath,
+                    dist: config.dist,
+                }),
+                configured: 'local',
+            };
     }
 }
 //# sourceMappingURL=embeddings.js.map

dist/features/search/embeddings.js.map

@@ -1,1 +0,1 @@
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dist/features/search/index-manager.d.ts

@@ -14,3 +14,14 @@ import { VectorStore } from './vector-store.js';
     items: number;
+    /**
+     * The embedder that is actually producing vectors, NOT merely the one that was asked
+     * for. Reads "none (local requested; ...)" when the configured provider cannot run, so
+     * a 0-vector index explains itself instead of looking like an empty library (#7).
+     */
     embedder: string;
+    /** The requested ZOTEUS_EMBEDDINGS value, whether or not it works. */
+    embedderConfigured: string;
+    /** True only while the configured provider is genuinely producing vectors. */
+    embedderActive: boolean;
+    /** Why `embedderConfigured` is not active, and what to do about it. */
+    embedderReason?: string;
     builtFromVersion: number;
@@ -73,2 +84,6 @@ }
     logger?: Logger;
+    /** What ZOTEUS_EMBEDDINGS asked for (defaults to the provider's own name, or 'off'). */
+    configured?: string;
+    /** Why the request produced no provider at all, known at construction time. */
+    unavailable?: string;
 }
@@ -90,5 +105,26 @@ /** Build a readable, query-centred snippet trimmed to word boundaries. */
     private cancelToken;
+    /**
+     * Set the first time the provider throws. Kept on the instance (rather than in a build's
+     * local scope) precisely so status can report it: a failure that only ever reached a
+     * stderr log line is invisible to a desktop-extension user, whose client discards it.
+     */
+    private embedderError;
     constructor(opts: SearchIndexOptions);
+    /** What ZOTEUS_EMBEDDINGS asked for. */
+    get embedderConfigured(): string;
+    /** True only while vectors are genuinely being produced. */
+    get embedderActive(): boolean;
+    /** Why the configured embedder is not active (undefined when nothing is wrong). */
+    get embedderReason(): string | undefined;
+    /**
+     * The *effective* embedder, for humans. Reporting the configured value here regardless
+     * of whether it worked is what made a missing optional dependency look like an empty
+     * library, so a degraded provider names itself and its reason instead.
+     */
     get embedderName(): string;
     get hasEmbedder(): boolean;
+    /** True when the index actually holds vectors, i.e. semantic-only ranking can work. */
+    get hasVectors(): boolean;
+    /** Record the first provider failure so status, not just the log, can report it. */
+    private noteEmbedFailure;
     /** True while a background build is running. */
@@ -95,0 +131,0 @@ get isBuilding(): boolean;

dist/features/search/index-manager.js

@@ -12,2 +12,12 @@ import { BM25Index } from './bm25.js';
 }
+/**
+ * First sentence of a reason, for the one-line embedder label. Reasons are written to be
+ * actionable, which makes them paragraph-length; the label needs the cause only, and the
+ * full text still travels in `embedderReason`.
+ */
+function shortCause(reason) {
+    const first = reason.split(/(?<=\.)\s/)[0] ?? reason;
+    const trimmed = first.replace(/\.$/, '').trim();
+    return trimmed.length > 90 ? `${trimmed.slice(0, 89).trimEnd()}...` : trimmed;
+}
 /** Reciprocal Rank Fusion of multiple ranked lists. */
@@ -65,11 +75,53 @@ function rrf(lists, k = 60) {
     cancelToken = null;
+    /**
+     * Set the first time the provider throws. Kept on the instance (rather than in a build's
+     * local scope) precisely so status can report it: a failure that only ever reached a
+     * stderr log line is invisible to a desktop-extension user, whose client discards it.
+     */
+    embedderError = undefined;
     constructor(opts) {
         this.opts = opts;
     }
+    /** What ZOTEUS_EMBEDDINGS asked for. */
+    get embedderConfigured() {
+        return this.opts.configured ?? this.opts.embedder?.name ?? 'off';
+    }
+    /** True only while vectors are genuinely being produced. */
+    get embedderActive() {
+        return Boolean(this.opts.embedder) && !this.embedderError;
+    }
+    /** Why the configured embedder is not active (undefined when nothing is wrong). */
+    get embedderReason() {
+        if (this.embedderActive)
+            return undefined;
+        return this.embedderError ?? this.opts.unavailable;
+    }
+    /**
+     * The *effective* embedder, for humans. Reporting the configured value here regardless
+     * of whether it worked is what made a missing optional dependency look like an empty
+     * library, so a degraded provider names itself and its reason instead.
+     */
     get embedderName() {
-        return this.opts.embedder?.name ?? 'none (keyword-only)';
+        if (this.embedderActive)
+            return this.opts.embedder.name;
+        const configured = this.embedderConfigured;
+        if (configured === 'off')
+            return 'none (keyword-only)';
+        const reason = this.embedderReason;
+        return `none (${configured} requested; ${reason ? shortCause(reason) : 'unavailable'})`;
     }
     get hasEmbedder() {
-        return Boolean(this.opts.embedder);
+        return this.embedderActive;
     }
+    /** True when the index actually holds vectors, i.e. semantic-only ranking can work. */
+    get hasVectors() {
+        return this.vectors.size > 0;
+    }
+    /** Record the first provider failure so status, not just the log, can report it. */
+    noteEmbedFailure(e) {
+        if (this.embedderError)
+            return;
+        this.embedderError = e instanceof Error ? e.message : String(e);
+        this.opts.logger?.warn(`Embedding failed; falling back to keyword-only. ${this.embedderError}`);
+    }
     /** True while a background build is running. */
@@ -110,3 +162,3 @@ get isBuilding() {
     status() {
-        return {
+        const s = {
             documents: this.bm25.size,
@@ -116,4 +168,10 @@ vectors: this.vectors.size,
             embedder: this.embedderName,
+            embedderConfigured: this.embedderConfigured,
+            embedderActive: this.embedderActive,
             builtFromVersion: this.builtFromVersion,
         };
+        const reason = this.embedderReason;
+        if (reason)
+            s.embedderReason = reason;
+        return s;
     }
@@ -131,2 +189,5 @@ get isEmpty() {
         this.reset();
+        // A rebuild is the retry: clear a previous runtime failure so a provider that has since
+        // been fixed (model downloaded, package installed) reports healthy again.
+        this.embedderError = undefined;
         const records = [];
@@ -158,3 +219,3 @@ for (const item of libraryItems) {
             catch (e) {
-                this.opts.logger?.warn(`Embedding failed; falling back to keyword-only. ${e instanceof Error ? e.message : String(e)}`);
+                this.noteEmbedFailure(e);
             }
@@ -179,2 +240,3 @@ }
         this.lastBuildError = undefined;
+        this.embedderError = undefined;
         this.itemsFetched = 0;
@@ -197,4 +259,2 @@ this.itemsTotal = 0;
         let lastLogAt = Date.now();
-        let embeddingDisabled = false;
-        let warnedEmbed = false;
         const persistNow = async () => {
@@ -227,3 +287,3 @@ itemsSincePersist = 0;
         const embedPending = async (force) => {
-            if (!this.hasEmbedder || embeddingDisabled) {
+            if (!this.hasEmbedder) {
                 pending.length = 0;
@@ -244,8 +304,6 @@ return;
                 catch (e) {
-                    embeddingDisabled = true;
+                    // hasEmbedder goes false from here, which both stops this loop and makes every
+                    // later status report say why the index has no vectors.
+                    this.noteEmbedFailure(e);
                     pending.length = 0;
-                    if (!warnedEmbed) {
-                        warnedEmbed = true;
-                        this.opts.logger?.warn(`Embedding failed; falling back to keyword-only. ${e instanceof Error ? e.message : String(e)}`);
-                    }
                 }
@@ -339,3 +397,3 @@ // Yield so long embedding runs stay interruptible and the event loop breathes.
             catch (e) {
-                this.opts.logger?.warn(`Query embedding failed; keyword-only. ${e instanceof Error ? e.message : String(e)}`);
+                this.noteEmbedFailure(e);
             }
@@ -342,0 +400,0 @@ }

dist/features/search/index-manager.js.map

@@ -1,1 +0,1 @@
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dist/server.js

@@ -71,3 +71,12 @@ import { McpServer } from '@modelcontextprotocol/sdk/server/mcp.js';
     const translation = new TranslationServerClient(config.translationServerUrl, fetcher);
-    const search = new SearchIndex({ embedder: createEmbeddingProvider(config, logger), logger });
+    // Preflighted at startup so a configured-but-unrunnable embedder (the classic case: a
+    // desktop bundle that cannot carry @huggingface/transformers) is reported as inactive
+    // from the first status call, rather than discovered as a silently empty vector set.
+    const embedding = createEmbeddingProvider(config, logger);
+    const search = new SearchIndex({
+        embedder: embedding.provider,
+        configured: embedding.configured,
+        unavailable: embedding.unavailable,
+        logger,
+    });
     const searchIndexPath = join(config.dataDir, overrides.zoteroUserId !== undefined ? `search-index-${overrides.zoteroUserId}.json` : 'search-index.json');
@@ -74,0 +83,0 @@ await loadIndex(search, searchIndexPath).catch(() => false);

dist/server.js.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"server.js","sourceRoot":"","sources":["../src/server.ts"],"names":[],"mappings":"AAAA,OAAO,EAAE,SAAS,EAAE,MAAM,yCAAyC,CAAC;AAGpE,OAAO,EAAE,YAAY,EAAe,MAAM,iBAAiB,CAAC;AAC5D,OAAO,EAAE,kBAAkB,EAAE,MAAM,eAAe,CAAC;AACnD,OAAO,EAAE,YAAY,EAAE,MAAM,qBAAqB,CAAC;AACnD,OAAO,EAAE,cAAc,EAAE,MAAM,uBAAuB,CAAC;AACvD,OAAO,EAAE,gBAAgB,EAAE,MAAM,uBAAuB,CAAC;AACzD,OAAO,EAAE,oBAAoB,EAAE,MAAM,2BAA2B,CAAC;AACjE,OAAO,EAAE,iBAAiB,EAAE,MAAM,0BAA0B,CAAC;AAC7D,OAAO,EAAE,aAAa,EAAE,MAAM,4BAA4B,CAAC;AAC3D,OAAO,EAAE,aAAa,EAAE,MAAM,4BAA4B,CAAC;AAC3D,OAAO,EAAE,IAAI,EAAE,MAAM,WAAW,CAAC;AACjC,OAAO,EAAE,aAAa,EAAE,MAAM,+BAA+B,CAAC;AAC9D,OAAO,EAAE,uBAAuB,EAAE,MAAM,2CAA2C,CAAC;AACpF,OAAO,EAAE,WAAW,EAAE,MAAM,oCAAoC,CAAC;AACjE,OAAO,EAAE,uBAAuB,EAAE,MAAM,iCAAiC,CAAC;AAC1E,OAAO,EAAE,SAAS,EAAE,SAAS,EAAE,MAAM,kCAAkC,CAAC;AACxE,OAAO,EAAE,YAAY,EAAE,MAAM,6BAA6B,CAAC;AAC3D,OAAO,EAAE,gBAAgB,EAAyC,MAAM,wBAAwB,CAAC;AACjG,OAAO,EAAE,iBAAiB,EAAE,MAAM,sBAAsB,CAAC;AACzD,OAAO,EAAE,eAAe,EAAE,MAAM,oBAAoB,CAAC;AACrD,OAAO,EAAE,KAAK,EAAE,MAAM,kBAAkB,CAAC;AACzC,OAAO,EAAE,aAAa,EAAE,MAAM,uBAAuB,CAAC;AACtD,OAAO,EAAE,aAAa,EAAE,MAAM,aAAa,CAAC;AAE5C,+EAA+E;AAC/E,4DAA4D;AAC5D,MAAM,OAAO,GAAW,aAAa,CAAC,MAAM,CAAC,IAAI,CAAC,GAAG,CAAC,CAAC,iBAAiB,CAAC,CAAC,OAAO,CAAC;AASlF;;;GAGG;AACH,SAAS,iBAAiB,CAAC,MAAoB;IAC7C,OAAO,MAAM,CAAC,QAAQ;QACpB,CAAC,CAAC,KAAK,CAAC,MAAM,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC,CAAC,WAAW,EAAE,YAAY,KAAK,IAAI,IAAI,CAAC,CAAC,IAAI,KAAK,cAAc,CAAC;QACxF,CAAC,CAAC,KAAK,CAAC;AACZ,CAAC;AAED;;;;GAIG;AACH,MAAM,CAAC,KAAK,UAAU,YAAY,CAAC,MAAoB,EAAE,YAA8B,EAAE;IACvF,MAAM,MAAM,GAAG,YAAY,CAAC,MAAM,CAAC,QAAQ,EAAE,MAAM,CAAC,SAAS,CAAC,CAAC;IAC/D,MAAM,MAAM,GAAG,SAAS,CAAC,MAAM,IAAI,MAAM,CAAC,MAAM,CAAC;IACjD,MAAM,OAAO,GAAG,SAAS,CAAC,MAAM,KAAK,SAAS,CAAC;IAC/C,MAAM,OAAO,GAAG,IAAI,kBAAkB,CAAC,EAAE,cAAc,EAAE,CAAC,EAAE,MAAM,EAAE,CAAC,CAAC;IACtE,MAAM,GAAG,GAAG,IAAI,YAAY,CAAC,EAAE,MAAM,EAAE,OAAO,EAAE,YAAY,EAAE,MAAM,CAAC,YAAY,EAAE,MAAM,EAAE,CAAC,CAAC;IAC7F,2EAA2E;IAC3E,MAAM,KAAK,GAAG,CAAC,OAAO,IAAI,MAAM,CAAC,KAAK,KAAK,KAAK,CAAC,CAAC,CAAC,IAAI,cAAc,CAAC,EAAE,IAAI,EAAE,MAAM,CAAC,SAAS,EAAE,OAAO,EAAE,CAAC,CAAC,CAAC,CAAC,SAAS,CAAC;IAEvH,MAAM,YAAY,GAAG,MAAM,iBAAiB,CAAC,MAAM,EAAE,EAAE,GAAG,EAAE,KAAK,EAAE,MAAM,EAAE,CAAC,CAAC;IAC7E,MAAM,MAAM,GAAG,IAAI,aAAa,CAAC,EAAE,MAAM,EAAE,YAAY,EAAE,GAAG,EAAE,KAAK,EAAE,CAAC,CAAC;IACvE,mFAAmF;IACnF,mFAAmF;IACnF,iDAAiD;IACjD,MAAM,WAAW,GACf,CAAC,OAAO,IAAI,YAAY,CAAC,QAAQ;QAC/B,CAAC,CAAC,IAAI,gBAAgB,CAAC;YACnB,IAAI,EAAE,MAAM,CAAC,SAAS;YACtB,OAAO;YACP,MAAM;YACN,GAAG,EAAE,MAAM,CAAC,WAAW;YACvB,YAAY,EAAE,IAAI,CAAC,MAAM,CAAC,OAAO,EAAE,oBAAoB,CAAC;SACzD,CAAC;QACJ,CAAC,CAAC,SAAS,CAAC;IAChB,iFAAiF;IACjF,kFAAkF;IAClF,MAAM,eAAe,GACnB,CAAC,OAAO,IAAI,YAAY,CAAC,QAAQ;QAC/B,CAAC,CAAC,IAAI,oBAAoB,CAAC,EAAE,IAAI,EAAE,MAAM,CAAC,SAAS,EAAE,OAAO,EAAE,MAAM,EAAE,CAAC;QACvE,CAAC,CAAC,SAAS,CAAC;IAChB,MAAM,MAAM,GAAG,IAAI,aAAa,CAAC,EAAE,GAAG,EAAE,CAAC,CAAC;IAC1C,MAAM,MAAM,GAAG,IAAI,aAAa,EAAE,CAAC;IACnC,MAAM,WAAW,GAAG,IAAI,uBAAuB,CAAC,MAAM,CAAC,oBAAoB,EAAE,OAAO,CAAC,CAAC;IACtF,sFAAsF;IACtF,sFAAsF;IACtF,qFAAqF;IACrF,MAAM,SAAS,GAAG,uBAAuB,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IAC1D,MAAM,MAAM,GAAG,IAAI,WAAW,CAAC;QAC7B,QAAQ,EAAE,SAAS,CAAC,QAAQ;QAC5B,UAAU,EAAE,SAAS,CAAC,UAAU;QAChC,WAAW,EAAE,SAAS,CAAC,WAAW;QAClC,MAAM;KACP,CAAC,CAAC;IAEH,MAAM,eAAe,GAAG,IAAI,CAC1B,MAAM,CAAC,OAAO,EACd,SAAS,CAAC,YAAY,KAAK,SAAS,CAAC,CAAC,CAAC,gBAAgB,SAAS,CAAC,YAAY,OAAO,CAAC,CAAC,CAAC,mBAAmB,CAC3G,CAAC;IACF,MAAM,SAAS,CAAC,MAAM,EAAE,eAAe,CAAC,CAAC,KAAK,CAAC,GAAG,EAAE,CAAC,KAAK,CAAC,CAAC;IAC5D,MAAM,OAAO,GAAG,IAAI,YAAY,CAAC,EAAE,OAAO,EAAE,MAAM,EAAE,MAAM,CAAC,YAAY,EAAE,CAAC,CAAC;IAE3E,MAAM,GAAG,GAAgB;QACvB,MAAM;QACN,YAAY;QACZ,MAAM;QACN,MAAM;QACN,GAAG;QACH,KAAK;QACL,WAAW;QACX,eAAe;QACf,MAAM;QACN,WAAW;QACX,MAAM;QACN,OAAO;QACP,OAAO;QACP,MAAM;QACN,eAAe;KAChB,CAAC;IACF,+EAA+E;IAC/E,8EAA8E;IAC9E,wEAAwE;IACxE,IAAI,CAAC,OAAO,EAAE,CAAC;QACb,GAAG,CAAC,OAAO,GAAG,IAAI,aAAa,CAAC;YAC9B,cAAc,EAAE,OAAO;YACvB,OAAO,EAAE,MAAM,CAAC,OAAO;YACvB,MAAM;YACN,OAAO,EAAE,MAAM,CAAC,WAAW;SAC5B,CAAC,CAAC;QACH,KAAK,GAAG,CAAC,OAAO,CAAC,KAAK,EAAE,CAAC;IAC3B,CAAC;IACD,GAAG,CAAC,WAAW,GAAG,iBAAiB,CAAC,MAAM,CAAC,CAAC,GAAG,CAAC,CAAC,CAAC,EAAE,EAAE,CAAC,CAAC;QACtD,IAAI,EAAE,CAAC,CAAC,IAAI;QACZ,KAAK,EAAE,CAAC,CAAC,KAAK;QACd,WAAW,EAAE,CAAC,CAAC,WAAW;QAC1B,YAAY,EAAE,CAAC,CAAC,YAAY;KAC7B,CAAC,CAAC,CAAC;IACJ,OAAO,GAAG,CAAC;AACb,CAAC;AAED,2EAA2E;AAC3E,MAAM,UAAU,YAAY,CAAC,GAAgB;IAC3C,MAAM,MAAM,GAAG,IAAI,SAAS,CAC1B,EAAE,IAAI,EAAE,QAAQ,EAAE,OAAO,EAAE,OAAO,EAAE,EACpC;QACE,YAAY,EAAE;YACZ,KAAK,EAAE,EAAE,WAAW,EAAE,IAAI,EAAE;YAC5B,SAAS,EAAE,EAAE,WAAW,EAAE,IAAI,EAAE;YAChC,OAAO,EAAE,EAAE,WAAW,EAAE,IAAI,EAAE;SAC/B;QACD,YAAY,EACV,mqBAAmqB;KACtqB,CACF,CAAC;IACF,gBAAgB,CAAC,MAAM,EAAE,iBAAiB,CAAC,GAAG,CAAC,MAAM,CAAC,EAAE,GAAG,CAAC,CAAC;IAC7D,iBAAiB,CAAC,MAAM,EAAE,GAAG,CAAC,CAAC;IAC/B,eAAe,CAAC,MAAM,CAAC,CAAC;IACxB,OAAO,MAAM,CAAC;AAChB,CAAC;AAcD,2FAA2F;AAC3F,MAAM,CAAC,KAAK,UAAU,WAAW,CAAC,MAAoB;IACpD,MAAM,GAAG,GAAG,MAAM,YAAY,CAAC,MAAM,CAAC,CAAC;IACvC,IAAI,MAAM,CAAC,QAAQ,EAAE,CAAC;QACpB,GAAG,CAAC,MAAM,CAAC,IAAI,CAAC,4BAA4B,iBAAiB,CAAC,MAAM,CAAC,CAAC,MAAM,IAAI,KAAK,CAAC,MAAM,SAAS,CAA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dist/tools/semantic-search.js

 import { z } from 'zod';
 import { ok } from '../registry/registry.js';
-import { progressLine, startIndexBuild } from '../features/search/build.js';
+import { embedderNotice, progressLine, startIndexBuild } from '../features/search/build.js';
 const semanticSearch = {
     name: 'zotero_semantic_search',
     title: 'Semantic / hybrid library search',
-    description: 'Search the library by meaning, not just keywords. Combines BM25 keyword scoring with vector similarity (when an embedding provider is configured) via reciprocal-rank fusion, and returns the best-matching items with a snippet and score. `mode`: "auto" (hybrid, default), "keyword" (BM25 only), or "semantic" (vector only). The index must be built once before first use: when it is empty this tool starts a background build automatically (`auto_build`, on by default) and tells you to poll zotero_index action:"status" and retry — pass `auto_build:false` to opt out. For exact field/tag/itemType filtering use zotero_search_items instead; use this for conceptual/"papers about X" queries. To read the actual passages of a found item (with page locators) use zotero_get_fulltext.',
+    description: 'Search the library by meaning, not just keywords. Combines BM25 keyword scoring with vector similarity (when an embedding provider is configured) via reciprocal-rank fusion, and returns the best-matching items with a snippet and score. `mode`: "auto" (hybrid, default), "keyword" (BM25 only), or "semantic" (vector only). "semantic" needs vectors in the index: when the configured embedder is not running (e.g. the on-device model runtime is not installed) it returns an error naming the cause instead of an empty result set, and "auto" keeps working as keyword search while saying so. The index must be built once before first use: when it is empty this tool starts a background build automatically (`auto_build`, on by default) and tells you to poll zotero_index action:"status" and retry — pass `auto_build:false` to opt out. For exact field/tag/itemType filtering use zotero_search_items instead; use this for conceptual/"papers about X" queries. To read the actual passages of a found item (with page locators) use zotero_get_fulltext.',
     inputSchema: {
@@ -28,3 +28,4 @@ q: z.string().min(1).describe('Natural-language query.'),
                             text: `The semantic-search index is being built right now — ${progressLine(s)}. ` +
-                                'Poll zotero_index with action:"status" until state is "done", then retry this search.',
+                                'Poll zotero_index with action:"status" until state is "done", then retry this search.' +
+                                embedderNotice(s),
                         },
@@ -45,3 +46,4 @@ ],
                                 `(first-time setup; ${progressLine(s)}). Poll zotero_index with action:"status" every few seconds ` +
-                                'until state is "done", then retry this search. Pass auto_build:false to opt out.',
+                                'until state is "done", then retry this search. Pass auto_build:false to opt out.' +
+                                embedderNotice(s),
                         },
@@ -53,2 +55,3 @@ ],
             }
+            const s = ctx.search.buildStatus();
             return {
@@ -58,13 +61,49 @@ content: [
                         type: 'text',
-                        text: 'The search index is empty. Run zotero_index with action:"build" first, then retry.',
+                        text: 'The search index is empty. Run zotero_index with action:"build" first, then retry.' + embedderNotice(s),
                     },
                 ],
+                structuredContent: { ...s },
                 isError: true,
             };
         }
+        const status = ctx.search.buildStatus();
+        // Semantic mode ranks by vectors alone. With none in the index every query returns an
+        // empty list, which reads exactly like "your library has nothing on this": the failure
+        // mode reported in #7. Refuse instead, and name the cause.
+        if (args.mode === 'semantic' && !ctx.search.hasVectors) {
+            const why = ctx.search.embedderActive
+                ? 'The index holds no vectors yet. Rebuild it with zotero_index action:"build" (an index built while the embedder was unavailable stays keyword-only until rebuilt).'
+                : `No vectors exist because the embedder is not active: ${ctx.search.embedderReason ?? 'unavailable'}`;
+            return {
+                content: [
+                    {
+                        type: 'text',
+                        text: `mode:"semantic" cannot run: it ranks by vector similarity only, and this index has 0 vectors. ${why} ` +
+                            'Re-run with mode:"keyword" (or the default "auto") to search this library right now.',
+                    },
+                ],
+                structuredContent: {
+                    hits: [],
+                    embedder: ctx.search.embedderName,
+                    embedderConfigured: status.embedderConfigured,
+                    embedderActive: status.embedderActive,
+                    ...(status.embedderReason ? { embedderReason: status.embedderReason } : {}),
+                    vectors: status.vectors,
+                },
+                isError: true,
+            };
+        }
         const hits = await ctx.search.query(args.q, { limit: args.limit ?? 10, mode: args.mode });
-        const summary = hits.length
+        // Re-read: a query-time embedding failure flips the embedder to inactive mid-call.
+        const after = ctx.search.buildStatus();
+        const summary = (hits.length
             ? `Top ${hits.length} match(es) for "${args.q}" (${ctx.search.embedderName}).`
-            : `No matches for "${args.q}".`;
-        return ok({ hits, embedder: ctx.search.embedderName }, summary);
+            : `No matches for "${args.q}".`) + (args.mode === 'keyword' ? '' : embedderNotice(after));
+        return ok({
+            hits,
+            embedder: ctx.search.embedderName,
+            embedderConfigured: after.embedderConfigured,
+            embedderActive: after.embedderActive,
+            ...(after.embedderReason ? { embedderReason: after.embedderReason } : {}),
+        }, summary);
     },
@@ -71,0 +110,0 @@ };

dist/tools/semantic-search.js.map

@@ -1,1 +0,1 @@
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dist/tools/whoami.js

@@ -20,2 +20,10 @@ import { ok } from '../registry/registry.js';
             defaultLibrary: lib,
+            // Search health belongs in the "call this first" tool: a semantic embedder that was
+            // configured but never ran is invisible everywhere else a user would think to look.
+            embeddings: {
+                configured: ctx.search.embedderConfigured,
+                active: ctx.search.embedderActive,
+                effective: ctx.search.embedderName,
+                ...(ctx.search.embedderReason ? { reason: ctx.search.embedderReason } : {}),
+            },
             update,
@@ -26,2 +34,5 @@ };
             : `No cloud API key configured — running in local-only read mode (local API ${ctx.capabilities.localApi ? 'available' : 'unavailable'}).`;
+        if (!ctx.search.embedderActive && ctx.search.embedderConfigured !== 'off') {
+            summary += ` Semantic search is degraded to keyword-only (embeddings=${ctx.search.embedderConfigured} requested but not active): ${ctx.search.embedderReason}`;
+        }
         if (update) {
@@ -28,0 +39,0 @@ const dist = ctx.config?.dist;

dist/tools/whoami.js.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"whoami.js","sourceRoot":"","sources":["../../src/tools/whoami.ts"],"names":[],"mappings":"AACA,OAAO,EAAE,EAAE,EAAE,MAAM,yBAAyB,CAAC;AAE7C,MAAM,MAAM,GAAmB;IAC7B,IAAI,EAAE,eAAe;IACrB,KAAK,EAAE,0BAA0B;IACjC,WAAW,EACT,6ZAA6Z;IAC/Z,WAAW,EAAE,EAAE;IACf,WAAW,EAAE,EAAE,YAAY,EAAE,IAAI,EAAE,aAAa,EAAE,IAAI,EAAE;IACxD,OAAO,EAAE,KAAK,EAAE,KAAK,EAAE,GAAG,EAAE,EAAE;QAC5B,MAAM,KAAK,GAAG,GAAG,CAAC,MAAM,CAAC,MAAM,EAAE,CAAC;QAClC,MAAM,GAAG,GAAG,GAAG,CAAC,MAAM,CAAC,cAAc,EAAE,CAAC;QACxC,MAAM,MAAM,GAAG,GAAG,CAAC,OAAO,EAAE,SAAS,IAAI,IAAI,CAAC;QAC9C,MAAM,UAAU,GAAG;YACjB,KAAK,EAAE,OAAO,CAAC,KAAK,CAAC;YACrB,MAAM,EAAE,KAAK,EAAE,MAAM;YACrB,QAAQ,EAAE,KAAK,EAAE,QAAQ;YACzB,WAAW,EAAE,KAAK,EAAE,WAAW;YAC/B,MAAM,EAAE,KAAK,EAAE,MAAM,IAAI,IAAI;YAC7B,QAAQ,EAAE,GAAG,CAAC,YAAY,CAAC,QAAQ;YACnC,cAAc,EAAE,GAAG;YACnB,oFAAoF;YACpF,oFAAoF;YACpF,UAAU,EAAE;gBACV,UAAU,EAAE,GAAG,CAAC,MAAM,CAAC,kBAAkB;gBACzC,MAAM,EAAE,GAAG,CAAC,MAAM,CAAC,cAAc;gBACjC,SAAS,EAAE,GAAG,CAAC,MAAM,CAAC,YAAY;gBAClC,GAAG,CAAC,GAAG,CAAC,MAAM,CAAC,cAAc,CAAC,CAAC,CAAC,EAAE,MAAM,EAAE,GAAG,CAAC,MAAM,CAAC,cAAc,EAAE,CAAC,CAAC,CAAC,EAAE,CAAC;aAC5E;YACD,MAAM;SACP,CAAC;QACF,IAAI,OAAO,GAAG,KAAK;YACjB,CAAC,CAAC,gBAAgB,KAAK,CAAC,QAAQ,YAAY,KAAK,CAAC,MAAM,iBAAiB,GAAG,CAAC,YAAY,CAAC,QAAQ,CAAC,CAAC,CAAC,WAAW,CAAC,CAAC,CAAC,aAAa,GAAG;YACnI,CAAC,CAAC,4EAA4E,GAAG,CAAC,YAAY,CAAC,QAAQ,CAAC,CAAC,CAAC,WAAW,CAAC,CAAC,CAAC,aAAa,IAAI,CAAC;QAC5I,IAAI,CAAC,GAAG,CAAC,MAAM,CAAC,cAAc,IAAI,GAAG,CAAC,MAAM,CAAC,kBAAkB,KAAK,KAAK,EAAE,CAAC;YAC1E,OAAO,IAAI,4DAA4D,GAAG,CAAC,MAAM,CAAC,kBAAkB,+BAA+B,GAAG,CAAC,MAAM,CAAC,cAAc,EAAE,CAAC;QACjK,CAAC;QACD,IAAI,MAAM,EAAE,CAAC;YACX,MAAM,IAAI,GAAG,GAAG,CAAC,MAAM,EAAE,IAAI,CAAC;YAC9B,MAAM,UAAU,GACd,IAAI,KAAK,KAAK,IAAI,IAAI,KAAK,MAAM;gBAC/B,CAAC,CAAC,yKAAyK;gBAC3K,CAAC,CAAC,EAAE,CAAC;YACT,OAAO,IAAI,WAAW,MAAM,CAAC,MAAM,6BAA6B,MAAM,CAAC,OAAO,MAAM,MAAM,CAAC,GAAG,IAAI,UAAU,EAAE,CAAC;QACjH,CAAC;QACD,OAAO,EAAE,CAAC,UAAU,EAAE,OAAO,CAAC,CAAC;IACjC,CAAC;CACF,CAAC;AAEF,eAAe,MAAM,CAAC"}

package.json

 {
   "name": "@oscardvs/zoteus",
-  "version": "1.4.1",
+  "version": "1.4.2",
   "description": "The everything Zotero MCP server — complete Zotero Web API v3 + desktop local API for Claude and any MCP client.",
@@ -5,0 +5,0 @@ "keywords": [

README.md

@@ -86,2 +86,4 @@ <div align="center">
 
+> **Vector ranking is opt-in.** Keyword (BM25) search works out of the box everywhere. On-device vectors need `@huggingface/transformers`, which the desktop-extension bundle cannot ship (onnxruntime's native binaries run to ~380 MB across platforms): install it with `npm i -g @huggingface/transformers` and set `ZOTEUS_TRANSFORMERS_PATH` to the directory `npm root -g` prints. When vectors are unavailable Zoteus says so in `zotero_index` status, `zotero_whoami`, and `zotero_semantic_search` rather than quietly returning nothing. See [`docs/semantic-search.md`](./docs/semantic-search.md).
+
 ## Configuration
@@ -95,2 +97,3 @@
 | `ZOTEUS_EMBEDDINGS` | `local` | `local\|openai\|gemini\|off` for semantic search |
+| `ZOTEUS_TRANSFORMERS_PATH` | — | Where to find `@huggingface/transformers` for `local` embeddings when the install can't see it (desktop extension) |
 | `ZOTEUS_ALLOW_DELETE` | `false` | Must be `true` to expose permanent deletion |
@@ -97,0 +100,0 @@

New alerts

Debug access

Supply chain risk

Uses debug, reflection and dynamic code execution features.

Long strings

Supply chain risk

Contains long string literals, which may be a sign of obfuscated or packed code.

URL strings

Supply chain risk

Package contains fragments of external URLs or IP addresses, which the package may be accessing at runtime.

Fixed alerts

URL strings

Supply chain risk

Package contains fragments of external URLs or IP addresses, which the package may be accessing at runtime.

Improved metrics

Total package byte prevSize

839201

3.01%

Lines of code

10377

3.16%

Number of lines in readme file

116

2.65%

Worsened metrics

Number of low supply chain risk alerts

27

8%

No dependency changes