@askalf/deepdive - npm Package Compare versions

Comparing version 0.4.0 to 0.5.0

dist/verify.d.ts

+import type { SourceWithContent } from "./synthesize.js";
+export declare const DEFAULT_CITE_MIN_RECALL = 0.4;
+export interface CitationCheck {
+    sentence: string;
+    citedIds: number[];
+    unsupportedIds: number[];
+    recallByCite: Record<number, number>;
+    supported: boolean;
+}
+export interface VerificationReport {
+    threshold: number;
+    totalCitations: number;
+    supportedCitations: number;
+    checks: CitationCheck[];
+    unsupported: CitationCheck[];
+}
+export interface VerifyOptions {
+    threshold?: number;
+}
+export declare function verifyCitations(answer: string, sources: SourceWithContent[], opts?: VerifyOptions): VerificationReport;
+export declare function stripSourcesBlock(answer: string): string;
+export declare function splitSentences(text: string): string[];
+export declare function extractCiteIds(sentence: string): number[];
+export declare function contentTokens(text: string): string[];
+export declare function recall(claim: string[], source: Set<string>): number;
+//# sourceMappingURL=verify.d.ts.map

dist/verify.d.ts.map

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dist/verify.js

+// Citation verifier — lexical sanity check on the synthesized answer.
+//
+// After the synthesizer produces a draft, every sentence that contains an
+// inline [N] reference is checked against the extracted text of source N.
+// If too few of the sentence's content tokens appear in the cited source,
+// the citation is flagged as weak — the most common signature of a
+// hallucinated reference.
+//
+// Multi-cite rule: a sentence with [1][3] is supported only when BOTH cites
+// individually clear the recall threshold. A bogus cite buried inside an
+// otherwise-true sentence is still a problem worth surfacing.
+//
+// This module is pure: no LLM, no network, no disk. All five helpers are
+// exported for unit tests.
+export const DEFAULT_CITE_MIN_RECALL = 0.4;
+export function verifyCitations(answer, sources, opts = {}) {
+    const threshold = opts.threshold ?? DEFAULT_CITE_MIN_RECALL;
+    const body = stripSourcesBlock(answer);
+    const sentences = splitSentences(body);
+    const sourceTokens = new Map();
+    for (const s of sources) {
+        sourceTokens.set(s.id, new Set(contentTokens(s.content)));
+    }
+    const checks = [];
+    let totalCitations = 0;
+    let supportedCitations = 0;
+    for (const sentence of sentences) {
+        const citedIds = extractCiteIds(sentence);
+        if (citedIds.length === 0)
+            continue;
+        const claimTokens = contentTokens(sentence);
+        const recallByCite = {};
+        const unsupportedIds = [];
+        for (const id of citedIds) {
+            const tokens = sourceTokens.get(id);
+            const r = tokens ? recall(claimTokens, tokens) : 0;
+            recallByCite[id] = r;
+            totalCitations += 1;
+            if (r >= threshold) {
+                supportedCitations += 1;
+            }
+            else {
+                unsupportedIds.push(id);
+            }
+        }
+        checks.push({
+            sentence: sentence.trim(),
+            citedIds,
+            unsupportedIds,
+            recallByCite,
+            supported: unsupportedIds.length === 0,
+        });
+    }
+    return {
+        threshold,
+        totalCitations,
+        supportedCitations,
+        checks,
+        unsupported: checks.filter((c) => !c.supported),
+    };
+}
+// Strips an appended "## Sources" block (and anything after it) from the
+// answer. The synthesizer is told not to emit this section, but the agent
+// appends one — defend against either case.
+export function stripSourcesBlock(answer) {
+    const m = /(^|\n)##\s+Sources\b/i.exec(answer);
+    return m ? answer.slice(0, m.index).trimEnd() : answer;
+}
+// Splits text into sentences. Handles `.!?` followed by whitespace, leaves
+// the trailing fragment (no terminal punctuation) intact, and is permissive
+// about edge cases — false-positives just produce shorter sentence chunks
+// which still get checked.
+export function splitSentences(text) {
+    const out = [];
+    // Walk by line first so headers and list items each become their own
+    // sentence boundary — a heading like "## 5-hour bucket" should not be
+    // glued onto the prose below it.
+    for (const line of text.split(/\r?\n/)) {
+        const trimmed = line.trim();
+        if (!trimmed)
+            continue;
+        const parts = trimmed.split(/(?<=[.!?])\s+(?=[A-Z\[(])/);
+        for (const p of parts) {
+            const piece = p.trim();
+            if (piece)
+                out.push(piece);
+        }
+    }
+    return out;
+}
+// Pulls every numeric citation id out of a sentence.
+//   "[1]"      → [1]
+//   "[1][3]"   → [1, 3]
+//   "[1, 3]"   → [1, 3]
+//   "[citation needed]" → []
+export function extractCiteIds(sentence) {
+    const ids = [];
+    const re = /\[([0-9]+(?:\s*,\s*[0-9]+)*)\]/g;
+    let m;
+    while ((m = re.exec(sentence)) !== null) {
+        for (const part of m[1].split(",")) {
+            const n = parseInt(part.trim(), 10);
+            if (Number.isFinite(n) && n > 0)
+                ids.push(n);
+        }
+    }
+    return ids;
+}
+// Stop words: a small list of common English words that carry no signal
+// for citation matching. Numbers and proper nouns survive automatically
+// because we filter by length and case-fold rather than by a vocabulary
+// allow-list.
+const STOP_WORDS = new Set([
+    "the", "and", "for", "are", "but", "not", "you", "all", "any", "can",
+    "had", "her", "was", "one", "our", "out", "day", "get", "has", "him",
+    "his", "how", "man", "new", "now", "old", "see", "two", "way", "who",
+    "boy", "did", "its", "let", "put", "say", "she", "too", "use", "this",
+    "that", "with", "have", "from", "they", "will", "been", "than", "them",
+    "were", "what", "when", "your", "into", "some", "more", "very", "also",
+    "such", "only", "like", "over", "most", "other", "their", "there",
+    "these", "those", "which", "would", "could", "should", "about", "after",
+    "before", "because", "between", "during", "while", "where", "without",
+    "within", "across", "through", "based", "using", "used", "make", "made",
+    "does", "doing", "done", "each", "both", "many", "much", "same", "just",
+    "still", "even", "well", "well-",
+]);
+// Tokenize text into citation-relevant content tokens.
+//
+//  - lowercase
+//  - split on non-alphanumeric runs (so "5-hour" → ["5","hour"])
+//  - drop pure stop-words
+//  - drop tokens shorter than 3 chars UNLESS they're pure numeric
+//    (so "5h", "7d", "2024", "429", "5", "7" all survive)
+export function contentTokens(text) {
+    const out = [];
+    // Pre-split digit/letter boundaries so "5h" → "5 h", "version2" → "version 2".
+    // This way numeric anchors survive even when a claim writes them tightly
+    // bound to a unit ("5h", "7d") while the source spells them out ("5-hour",
+    // "seven days").
+    const normalized = text
+        .toLowerCase()
+        .replace(/([0-9])([a-z])/g, "$1 $2")
+        .replace(/([a-z])([0-9])/g, "$1 $2");
+    const raw = normalized.split(/[^a-z0-9]+/);
+    for (const t of raw) {
+        if (!t)
+            continue;
+        if (STOP_WORDS.has(t))
+            continue;
+        const isNumeric = /^[0-9]+$/.test(t);
+        if (!isNumeric && t.length < 3)
+            continue;
+        out.push(t);
+    }
+    return out;
+}
+// Token recall: fraction of distinct claim tokens present in the source.
+//
+//   recall = |claim_set ∩ source_set| / |claim_set|
+//
+// An empty claim is vacuously supported (returns 1) — there is nothing to
+// disprove. This only happens for sentences that consist entirely of
+// stop-words and a citation; benign in practice.
+export function recall(claim, source) {
+    const claimSet = new Set(claim);
+    if (claimSet.size === 0)
+        return 1;
+    let hit = 0;
+    for (const t of claimSet)
+        if (source.has(t))
+            hit += 1;
+    return hit / claimSet.size;
+}
+//# sourceMappingURL=verify.js.map

dist/verify.js.map

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dist/agent.d.ts

@@ -6,2 +6,3 @@ import type { LLMConfig } from "./llm.js";
 import { type Source } from "./citations.js";
+import { type VerificationReport } from "./verify.js";
 import type { PageCache } from "./cache.js";
@@ -28,2 +29,4 @@ import { type RobotsCache } from "./robots.js";
     robotsCache?: RobotsCache;
+    verifyCitations?: boolean;
+    citeMinRecall?: number;
     onEvent?: (event: AgentEvent) => void;
@@ -78,2 +81,5 @@ onSynthesizeToken?: (chunk: string, round: number) => void;
     critique: Critique;
+} | {
+    type: "verify.done";
+    report: VerificationReport;
 };
@@ -95,2 +101,3 @@ export interface RoundTrace {
     rounds: RoundTrace[];
+    verification?: VerificationReport;
     usage: {
@@ -102,2 +109,4 @@ queries: number;
         cacheHits: number;
+        citationsTotal: number;
+        citationsSupported: number;
     };
@@ -104,0 +113,0 @@ }

dist/agent.d.ts.map

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

@@ -16,2 +16,3 @@ // Main agent loop.
 import { synthesize } from "./synthesize.js";
+import { verifyCitations as runVerify, DEFAULT_CITE_MIN_RECALL, } from "./verify.js";
 import { runConcurrent } from "./concurrency.js";
@@ -133,2 +134,9 @@ import { canFetch, DEFAULT_USER_AGENT, } from "./robots.js";
     const markdown = renderAnswerMarkdown(question, answer, keptSources);
+    let verification;
+    if (config.verifyCitations !== false && answer) {
+        verification = runVerify(answer, keptSources, {
+            threshold: config.citeMinRecall ?? DEFAULT_CITE_MIN_RECALL,
+        });
+        emit(config, { type: "verify.done", report: verification });
+    }
     return {
@@ -141,2 +149,3 @@ question,
         rounds,
+        verification,
         usage: {
@@ -148,2 +157,4 @@ queries: allQueries.length,
             cacheHits: config.cache?.hits ?? 0,
+            citationsTotal: verification?.totalCitations ?? 0,
+            citationsSupported: verification?.supportedCitations ?? 0,
         },
@@ -150,0 +161,0 @@ };

dist/agent.js.map

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dist/cli.d.ts

 #!/usr/bin/env node
 import { type CLIFlags } from "./config.js";
+import type { VerificationReport } from "./verify.js";
 interface ParsedArgs {
@@ -10,4 +11,5 @@ question?: string;
 export declare function parseArgs(argv: string[]): ParsedArgs;
+export declare function renderCitationHealthFooter(report: VerificationReport | undefined): string;
 export declare function safeErrorMessage(err: unknown): string;
 export {};
 //# sourceMappingURL=cli.d.ts.map

dist/cli.d.ts.map

@@ -1,1 +0,1 @@
-{"version":3,"file":"cli.d.ts","sourceRoot":"","sources":["../src/cli.ts"],"names":[],"mappings":";AAcA,OAAO,EAAiB,KAAK,QAAQ,EAAE,MAAM,aAAa,CAAC;AA0D3D,UAAU,UAAU;IAClB,QAAQ,CAAC,EAAE,MAAM,CAAC;IAClB,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,KAAK,EAAE,QAAQ,CAAC;IAChB,IAAI,EAAE,OAAO,CAAC;CACf;AAGD,wBAAgB,SAAS,CAAC,IAAI,EAAE,MAAM,EAAE,GAAG,UAAU,CAyGpD;AAoDD,wBAAgB,gBAAgB,CAAC,GAAG,EAAE,OAAO,GAAG,MAAM,CAIrD"}
+{"version":3,"file":"cli.d.ts","sourceRoot":"","sources":["../src/cli.ts"],"names":[],"mappings":";AAcA,OAAO,EAAiB,KAAK,QAAQ,EAAE,MAAM,aAAa,CAAC;AAK3D,OAAO,KAAK,EAAE,kBAAkB,EAAE,MAAM,aAAa,CAAC;AA0DtD,UAAU,UAAU;IAClB,QAAQ,CAAC,EAAE,MAAM,CAAC;IAClB,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,KAAK,EAAE,QAAQ,CAAC;IAChB,IAAI,EAAE,OAAO,CAAC;CACf;AAGD,wBAAgB,SAAS,CAAC,IAAI,EAAE,MAAM,EAAE,GAAG,UAAU,CAoHpD;AA0ED,wBAAgB,0BAA0B,CACxC,MAAM,EAAE,kBAAkB,GAAG,SAAS,GACrC,MAAM,CASR;AAKD,wBAAgB,gBAAgB,CAAC,GAAG,EAAE,OAAO,GAAG,MAAM,CAIrD"}

dist/cli.js

@@ -48,2 +48,5 @@ #!/usr/bin/env node
   --ignore-robots               Bypass robots.txt checks (default: respect them)
+  --no-verify-cites             Skip lexical citation verification (default: on)
+  --strict-cites                Exit non-zero if any citation is unsupported
+  --cite-min-recall=<0..1>      Threshold for citation support. Default: 0.4
   --json                        Emit a JSON result to stdout instead of markdown
@@ -63,3 +66,4 @@ --out=<path>                  Write the output (markdown or json) to a file too
   DEEPDIVE_CACHE_DIR, DEEPDIVE_CACHE_TTL_MS, DEEPDIVE_JSON, DEEPDIVE_VERBOSE,
-  DEEPDIVE_LLM_TIMEOUT_MS, DEEPDIVE_LLM_ATTEMPTS
+  DEEPDIVE_LLM_TIMEOUT_MS, DEEPDIVE_LLM_ATTEMPTS,
+  DEEPDIVE_NO_VERIFY_CITES, DEEPDIVE_STRICT_CITES, DEEPDIVE_CITE_MIN_RECALL
 `;
@@ -89,2 +93,10 @@ // Exported for unit tests.
         }
+        if (a === "--no-verify-cites") {
+            flags.noVerifyCites = true;
+            continue;
+        }
+        if (a === "--strict-cites") {
+            flags.strictCites = true;
+            continue;
+        }
         if (a === "--json") {
@@ -149,2 +161,5 @@ flags.json = true;
                     break;
+                case "cite-min-recall":
+                    flags.citeMinRecall = parseUnitFloat(value);
+                    break;
                 case "out":
@@ -181,2 +196,8 @@ outPath = value;
 }
+function parseUnitFloat(s) {
+    if (!/^\d+(\.\d+)?$|^\.\d+$/.test(s))
+        return undefined;
+    const n = Number(s);
+    return Number.isFinite(n) && n >= 0 && n <= 1 ? n : undefined;
+}
 function renderEvent(e) {
@@ -210,2 +231,18 @@ switch (e.type) {
                 : `  critic  ${e.critique.queries.length} follow-up quer${e.critique.queries.length === 1 ? "y" : "ies"}`;
+        case "verify.done": {
+            const r = e.report;
+            if (r.unsupported.length === 0) {
+                return `  verify  ${r.supportedCitations}/${r.totalCitations} citations supported`;
+            }
+            const lines = [
+                `  verify  ⚠ ${r.totalCitations - r.supportedCitations}/${r.totalCitations} citations weak (threshold ${r.threshold})`,
+            ];
+            for (const c of r.unsupported) {
+                const worst = c.unsupportedIds
+                    .map((id) => `[${id}] ${c.recallByCite[id].toFixed(2)}`)
+                    .join(", ");
+                lines.push(`          ⚠ "${ellipsize(c.sentence, 80)}" — ${worst}`);
+            }
+            return lines.join("\n");
+        }
     }
@@ -216,2 +253,14 @@ }
 }
+// Renders a small markdown footer when the verification report has any
+// unsupported citations. Returns "" otherwise so clean runs stay clean.
+// Exported for unit tests.
+export function renderCitationHealthFooter(report) {
+    if (!report || report.unsupported.length === 0)
+        return "";
+    const weak = report.totalCitations - report.supportedCitations;
+    return (`\n## Citation health\n\n` +
+        `⚠ ${weak} of ${report.totalCitations} citations have low lexical support ` +
+        `in their cited source (threshold ${report.threshold}). ` +
+        `Run with \`--verbose\` to see which.\n`);
+}
 // Exported for unit tests. User-facing error rendering at the CLI boundary.
@@ -287,2 +336,4 @@ // Runs the error message through scrubPath so the user's home directory can
             respectRobots: config.respectRobots,
+            verifyCitations: config.verifyCitations,
+            citeMinRecall: config.citeMinRecall,
             onEvent: (e) => {
@@ -299,7 +350,10 @@ if (config.verbose)
         }, ac.signal);
+        const citeFooter = renderCitationHealthFooter(result.verification);
+        const strictFail = config.strictCitations &&
+            (result.verification?.unsupported.length ?? 0) > 0;
         if (streaming && streamed) {
             // Streaming mode already wrote the header + answer tokens. Close with
-            // the sources block and (if requested) write the full markdown to the
-            // output file too.
-            const tail = "\n\n" + renderSourcesMarkdown(result.sources);
+            // the sources block, optional citation-health footer, and (if
+            // requested) write the full markdown to the output file too.
+            const tail = "\n\n" + renderSourcesMarkdown(result.sources) + citeFooter;
             process.stdout.write(tail);
@@ -310,6 +364,6 @@ if (!tail.endsWith("\n"))
                 const path = resolve(parsed.outPath);
-                writeFileSync(path, result.markdown, "utf-8");
+                writeFileSync(path, result.markdown + citeFooter, "utf-8");
                 process.stderr.write(`\nwrote ${path}\n`);
             }
-            return 0;
+            return strictFail ? 1 : 0;
         }
@@ -328,5 +382,8 @@ const output = config.jsonOutput
                 answer: result.answer,
+                verification: result.verification,
                 usage: result.usage,
             }, null, 2) + "\n"
-            : result.markdown + (result.markdown.endsWith("\n") ? "" : "\n");
+            : result.markdown +
+                (result.markdown.endsWith("\n") ? "" : "\n") +
+                citeFooter;
         process.stdout.write(output);
@@ -338,3 +395,3 @@ if (parsed.outPath) {
         }
-        return 0;
+        return strictFail ? 1 : 0;
     }
@@ -341,0 +398,0 @@ catch (err) {

dist/cli.js.map

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dist/config.d.ts

@@ -18,2 +18,5 @@ import type { LLMConfig } from "./llm.js";
     respectRobots: boolean;
+    verifyCitations: boolean;
+    citeMinRecall: number;
+    strictCitations: boolean;
     jsonOutput: boolean;
@@ -40,2 +43,5 @@ streamEnabled: boolean;
     ignoreRobots?: boolean;
+    noVerifyCites?: boolean;
+    strictCites?: boolean;
+    citeMinRecall?: number;
     json?: boolean;
@@ -48,2 +54,3 @@ noStream?: boolean;
 export declare function parseNonNegativeInt(s: string | undefined): number | undefined;
+export declare function parseUnitFloat(s: string | undefined): number | undefined;
 //# sourceMappingURL=config.d.ts.map

dist/config.d.ts.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"config.d.ts","sourceRoot":"","sources":["../src/config.ts"],"names":[],"mappings":"AAKA,OAAO,KAAK,EAAE,SAAS,EAAE,MAAM,UAAU,CAAC;AAC1C,OAAO,KAAK,EAAE,cAAc,EAAE,MAAM,cAAc,CAAC;AAEnD,MAAM,WAAW,aAAa;IAC5B,GAAG,EAAE,SAAS,CAAC;IACf,OAAO,EAAE,cAAc,CAAC;IACxB,aAAa,EAAE,MAAM,CAAC;IACtB,eAAe,EAAE,MAAM,CAAC;IACxB,UAAU,EAAE,MAAM,CAAC;IACnB,iBAAiB,EAAE,MAAM,CAAC;IAC1B,UAAU,EAAE,MAAM,CAAC;IACnB,WAAW,EAAE,MAAM,CAAC;IACpB,KAAK,EAAE;QAAE,OAAO,EAAE,OAAO,CAAC;QAAC,GAAG,EAAE,MAAM,CAAC;QAAC,KAAK,EAAE,MAAM,CAAA;KAAE,CAAC;IACxD,aAAa,EAAE,OAAO,CAAC;IACvB,eAAe,EAAE,OAAO,CAAC;IACzB,aAAa,EAAE,MAAM,CAAC;IACtB,eAAe,EAAE,OAAO,CAAC;IACzB,UAAU,EAAE,OAAO,CAAC;IACpB,aAAa,EAAE,OAAO,CAAC;IACvB,OAAO,EAAE,OAAO,CAAC;CAClB;AAED,MAAM,WAAW,QAAQ;IACvB,OAAO,CAAC,EAAE,MAAM,CAAC;IACjB,MAAM,CAAC,EAAE,MAAM,CAAC;IAChB,KAAK,CAAC,EAAE,MAAM,CAAC;IACf,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,MAAM,CAAC,EAAE,MAAM,CAAC;IAChB,eAAe,CAAC,EAAE,MAAM,CAAC;IACzB,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,iBAAiB,CAAC,EAAE,MAAM,CAAC;IAC3B,SAAS,CAAC,EAAE,MAAM,CAAC;IACnB,YAAY,CAAC,EAAE,MAAM,CAAC;IACtB,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,WAAW,CAAC,EAAE,MAAM,CAAC;IACrB,OAAO,CAAC,EAAE,OAAO,CAAC;IAClB,UAAU,CAAC,EAAE,MAAM,CAAC;IACpB,YAAY,CAAC,EAAE,OAAO,CAAC;IACvB,aAAa,CAAC,EAAE,OAAO,CAAC;IACxB,WAAW,CAAC,EAAE,OAAO,CAAC;IACtB,aAAa,CAAC,EAAE,MAAM,CAAC;IACvB,IAAI,CAAC,EAAE,OAAO,CAAC;IACf,QAAQ,CAAC,EAAE,OAAO,CAAC;IACnB,OAAO,CAAC,EAAE,OAAO,CAAC;CACnB;AAoBD,wBAAgB,aAAa,CAC3B,KAAK,EAAE,QAAQ,EACf,GAAG,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,GAAG,SAAS,CAAC,GACtC,aAAa,CAqHf;AAGD,wBAAgB,gBAAgB,CAAC,CAAC,EAAE,MAAM,GAAG,SAAS,GAAG,MAAM,GAAG,SAAS,CAO1E;AAGD,wBAAgB,mBAAmB,CAAC,CAAC,EAAE,MAAM,GAAG,SAAS,GAAG,MAAM,GAAG,SAAS,CAO7E;AAID,wBAAgB,cAAc,CAAC,CAAC,EAAE,MAAM,GAAG,SAAS,GAAG,MAAM,GAAG,SAAS,CAOxE"}

dist/config.js

@@ -64,2 +64,7 @@ // Config resolution — merges CLI flags, env vars, and defaults.
     const respectRobots = !(flags.ignoreRobots ?? env.DEEPDIVE_IGNORE_ROBOTS === "1");
+    const verifyCitations = !(flags.noVerifyCites ?? env.DEEPDIVE_NO_VERIFY_CITES === "1");
+    const strictCitations = flags.strictCites ?? env.DEEPDIVE_STRICT_CITES === "1";
+    const citeMinRecall = flags.citeMinRecall ??
+        parseUnitFloat(env.DEEPDIVE_CITE_MIN_RECALL) ??
+        0.4;
     const jsonOutput = flags.json ?? env.DEEPDIVE_JSON === "1";
@@ -96,2 +101,5 @@ const streamOptOut = flags.noStream ?? env.DEEPDIVE_NO_STREAM === "1";
         respectRobots,
+        verifyCitations,
+        citeMinRecall,
+        strictCitations,
         jsonOutput,
@@ -126,2 +134,15 @@ streamEnabled,
 }
+// Exported for unit tests. Parses a float in [0, 1] — the citation-recall
+// threshold. Returns undefined for non-numeric or out-of-range input.
+export function parseUnitFloat(s) {
+    if (!s)
+        return undefined;
+    const trimmed = s.trim();
+    if (!/^\d+(\.\d+)?$|^\.\d+$/.test(trimmed))
+        return undefined;
+    const n = Number(trimmed);
+    if (!Number.isFinite(n) || n < 0 || n > 1)
+        return undefined;
+    return n;
+}
 //# sourceMappingURL=config.js.map

dist/config.js.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"config.js","sourceRoot":"","sources":["../src/config.ts"],"names":[],"mappings":"AAAA,gEAAgE;AAChE,4EAA4E;AAE5E,OAAO,EAAE,OAAO,EAAE,MAAM,SAAS,CAAC;AAClC,OAAO,EAAE,IAAI,EAAE,MAAM,WAAW,CAAC;AAgDjC,MAAM,QAAQ,GAAG;IACf,OAAO,EAAE,uBAAuB;IAChC,MAAM,EAAE,OAAO;IACf,KAAK,EAAE,mBAAmB;IAC1B,SAAS,EAAE,IAAI;IACf,aAAa,EAAE,YAAY;IAC3B,eAAe,EAAE,CAAC;IAClB,UAAU,EAAE,EAAE;IACd,iBAAiB,EAAE,IAAI;IACvB,SAAS,EAAE,KAAK;IAChB,gBAAgB,EAAE,SAAS;IAC3B,UAAU,EAAE,CAAC;IACb,WAAW,EAAE,CAAC;IACd,UAAU,EAAE,EAAE,GAAG,EAAE,GAAG,IAAI,EAAE,SAAS;IACrC,YAAY,EAAE,OAAO,EAAE,yBAAyB;IAChD,WAAW,EAAE,CAAC;CACf,CAAC;AAEF,MAAM,UAAU,aAAa,CAC3B,KAAe,EACf,GAAuC;IAEvC,MAAM,OAAO,GAAG,KAAK,CAAC,OAAO,IAAI,GAAG,CAAC,iBAAiB,IAAI,QAAQ,CAAC,OAAO,CAAC;IAC3E,MAAM,MAAM,GAAG,KAAK,CAAC,MAAM,IAAI,GAAG,CAAC,gBAAgB,IAAI,QAAQ,CAAC,MAAM,CAAC;IACvE,MAAM,KAAK,GAAG,KAAK,CAAC,KAAK,IAAI,GAAG,CAAC,cAAc,IAAI,QAAQ,CAAC,KAAK,CAAC;IAClE,MAAM,SAAS,GACb,KAAK,CAAC,SAAS;QACf,gBAAgB,CAAC,GAAG,CAAC,mBAAmB,CAAC;QACzC,QAAQ,CAAC,SAAS,CAAC;IAErB,MAAM,aAAa,GACjB,KAAK,CAAC,MAAM,IAAI,GAAG,CAAC,eAAe,IAAI,QAAQ,CAAC,aAAa,CAAC;IAEhE,MAAM,eAAe,GACnB,KAAK,CAAC,eAAe;QACrB,gBAAgB,CAAC,GAAG,CAAC,0BAA0B,CAAC;QAChD,QAAQ,CAAC,eAAe,CAAC;IAE3B,MAAM,UAAU,GACd,KAAK,CAAC,UAAU;QAChB,gBAAgB,CAAC,GAAG,CAAC,oBAAoB,CAAC;QAC1C,QAAQ,CAAC,UAAU,CAAC;IAEtB,MAAM,iBAAiB,GACrB,KAAK,CAAC,iBAAiB;QACvB,gBAAgB,CAAC,GAAG,CAAC,6BAA6B,CAAC;QACnD,QAAQ,CAAC,iBAAiB,CAAC;IAE7B,MAAM,SAAS,GACb,KAAK,CAAC,SAAS;QACf,gBAAgB,CAAC,GAAG,CAAC,yBAAyB,CAAC;QAC/C,QAAQ,CAAC,SAAS,CAAC;IAErB,MAAM,YAAY,GAChB,KAAK,CAAC,YAAY;QAClB,gBAAgB,CAAC,GAAG,CAAC,uBAAuB,CAAC;QAC7C,QAAQ,CAAC,YAAY,CAAC;IAExB,MAAM,WAAW,GACf,KAAK,CAAC,WAAW;QACjB,gBAAgB,CAAC,GAAG,CAAC,qBAAqB,CAAC;QAC3C,QAAQ,CAAC,WAAW,CAAC;IAEvB,MAAM,UAAU,GACd,KAAK,CAAC,UAAU;QAChB,mBAAmB,CAAC,GAAG,CAAC,oBAAoB,CAAC;QAC7C,QAAQ,CAAC,UAAU,CAAC;IAEtB,MAAM,WAAW,GACf,KAAK,CAAC,WAAW;QACjB,gBAAgB,CAAC,GAAG,CAAC,oBAAoB,CAAC;QAC1C,QAAQ,CAAC,WAAW,CAAC;IAEvB,MAAM,YAAY,GAChB,KAAK,CAAC,OAAO,KAAK,IAAI;QACpB,CAAC,CAAC,KAAK;QACP,CAAC,CAAC,GAAG,CAAC,iBAAiB,KAAK,GAAG;YAC/B,CAAC,CAAC,KAAK;YACP,CAAC,CAAC,IAAI,CAAC;IAEX,MAAM,QAAQ,GACZ,GAAG,CAAC,kBAAkB,IAAI,IAAI,CAAC,OAAO,EAAE,EAAE,WAAW,EAAE,OAAO,CAAC,CAAC;IAElE,MAAM,UAAU,GACd,KAAK,CAAC,UAAU;QAChB,gBAAgB,CAAC,GAAG,CAAC,qBAAqB,CAAC;QAC3C,QAAQ,CAAC,UAAU,CAAC;IAEtB,MAAM,aAAa,GACjB,CAAC,CAAC,KAAK,CAAC,YAAY,IAAI,GAAG,CAAC,sBAAsB,KAAK,GAAG,CAAC,CAAC;IAE9D,MAAM,eAAe,GACnB,CAAC,CAAC,KAAK,CAAC,aAAa,IAAI,GAAG,CAAC,wBAAwB,KAAK,GAAG,CAAC,CAAC;IACjE,MAAM,eAAe,GACnB,KAAK,CAAC,WAAW,IAAI,GAAG,CAAC,qBAAqB,KAAK,GAAG,CAAC;IACzD,MAAM,aAAa,GACjB,KAAK,CAAC,aAAa;QACnB,cAAc,CAAC,GAAG,CAAC,wBAAwB,CAAC;QAC5C,GAAG,CAAC;IACN,MAAM,UAAU,GAAG,KAAK,CAAC,IAAI,IAAI,GAAG,CAAC,aAAa,KAAK,GAAG,CAAC;IAC3D,MAAM,YAAY,GAAG,KAAK,CAAC,QAAQ,IAAI,GAAG,CAAC,kBAAkB,KAAK,GAAG,CAAC;IACtE,yDAAyD;IACzD,oDAAoD;IACpD,mFAAmF;IACnF,0BAA0B;IAC1B,wDAAwD;IACxD,MAAM,aAAa,GAAG,CAAC,YAAY,IAAI,CAAC,UAAU,IAAI,UAAU,KAAK,CAAC,CAAC;IACvE,MAAM,OAAO,GAAG,KAAK,CAAC,OAAO,IAAI,GAAG,CAAC,gBAAgB,KAAK,GAAG,CAAC;IAE9D,OAAO;QACL,GAAG,EAAE;YACH,OAAO;YACP,MAAM;YACN,KAAK;YACL,SAAS;YACT,SAAS,EAAE,YAAY;YACvB,WAAW,EAAE,WAAW;SACzB;QACD,OAAO,EAAE;YACP,QAAQ,EAAE,GAAG,CAAC,eAAe,KAAK,GAAG,CAAC,CAAC,CAAC,KAAK,CAAC,CAAC,CAAC,IAAI;YACpD,SAAS;YACT,QAAQ,EAAE,QAAQ,CAAC,gBAAgB;SACpC;QACD,aAAa;QACb,eAAe;QACf,UAAU;QACV,iBAAiB;QACjB,UAAU;QACV,WAAW;QACX,KAAK,EAAE,EAAE,OAAO,EAAE,YAAY,EAAE,GAAG,EAAE,QAAQ,EAAE,KAAK,EAAE,UAAU,EAAE;QAClE,aAAa;QACb,eAAe;QACf,aAAa;QACb,eAAe;QACf,UAAU;QACV,aAAa;QACb,OAAO;KACR,CAAC;AACJ,CAAC;AAED,2BAA2B;AAC3B,MAAM,UAAU,gBAAgB,CAAC,CAAqB;IACpD,IAAI,CAAC,CAAC;QAAE,OAAO,SAAS,CAAC;IACzB,MAAM,OAAO,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC;IACzB,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC;QAAE,OAAO,SAAS,CAAC;IAC7C,MAAM,CAAC,GAAG,MAAM,CAAC,OAAO,CAAC,CAAC;IAC1B,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,IAAI,CAAC;QAAE,OAAO,SAAS,CAAC;IACpD,OAAO,CAAC,CAAC;AACX,CAAC;AAED,2BAA2B;AAC3B,MAAM,UAAU,mBAAmB,CAAC,CAAqB;IACvD,IAAI,CAAC,CAAC;QAAE,OAAO,SAAS,CAAC;IACzB,MAAM,OAAO,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC;IACzB,IAAI,CAAC,OAAO,CAAC,IAAI,CAAC,OAAO,CAAC;QAAE,OAAO,SAAS,CAAC;IAC7C,MAAM,CAAC,GAAG,MAAM,CAAC,OAAO,CAAC,CAAC;IAC1B,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC;QAAE,OAAO,SAAS,CAAC;IACnD,OAAO,CAAC,CAAC;AACX,CAAC;AAED,0EAA0E;AAC1E,sEAAsE;AACtE,MAAM,UAAU,cAAc,CAAC,CAAqB;IAClD,IAAI,CAAC,CAAC;QAAE,OAAO,SAAS,CAAC;IACzB,MAAM,OAAO,GAAG,CAAC,CAAC,IAAI,EAAE,CAAC;IACzB,IAAI,CAAC,uBAAuB,CAAC,IAAI,CAAC,OAAO,CAAC;QAAE,OAAO,SAAS,CAAC;IAC7D,MAAM,CAAC,GAAG,MAAM,CAAC,OAAO,CAAC,CAAC;IAC1B,IAAI,CAAC,MAAM,CAAC,QAAQ,CAAC,CAAC,CAAC,IAAI,CAAC,GAAG,CAAC,IAAI,CAAC,GAAG,CAAC;QAAE,OAAO,SAAS,CAAC;IAC5D,OAAO,CAAC,CAAC;AACX,CAAC"}

dist/index.d.ts

@@ -14,4 +14,5 @@ export { runAgent, type AgentConfig, type AgentEvent, type AgentResult, type BrowserLike, type RoundTrace, } from "./agent.js";
 export { runConcurrent } from "./concurrency.js";
+export { verifyCitations, splitSentences, extractCiteIds, contentTokens, recall, stripSourcesBlock, DEFAULT_CITE_MIN_RECALL, type CitationCheck, type VerificationReport, type VerifyOptions, } from "./verify.js";
 export { trimTrailingSlashes, stripHashFragment, dedupeKey } from "./url-util.js";
 export { runDoctor, renderDoctorText, renderDoctorJson, exitCodeFor, scrubPath, formatBytes, formatDuration, classifyFetchError, nodeMeetsMinimum, type CheckResult, type CheckStatus, type DoctorReport, type DoctorOptions, } from "./doctor.js";
 //# sourceMappingURL=index.d.ts.map

dist/index.d.ts.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../src/index.ts"],"names":[],"mappings":"AAEA,OAAO,EACL,QAAQ,EACR,KAAK,WAAW,EAChB,KAAK,UAAU,EACf,KAAK,WAAW,EAChB,KAAK,WAAW,EAChB,KAAK,UAAU,GAChB,MAAM,YAAY,CAAC;AACpB,OAAO,EACL,WAAW,EACX,SAAS,EACT,QAAQ,EACR,aAAa,EACb,KAAK,IAAI,EACT,KAAK,QAAQ,GACd,MAAM,WAAW,CAAC;AACnB,OAAO,EACL,oBAAoB,EACpB,WAAW,EACX,KAAK,aAAa,EAClB,KAAK,YAAY,GAClB,MAAM,aAAa,CAAC;AACrB,OAAO,EAAE,cAAc,EAAE,KAAK,cAAc,EAAE,KAAK,WAAW,EAAE,MAAM,cAAc,CAAC;AACrF,OAAO,EAAE,cAAc,EAAE,KAAK,gBAAgB,EAAE,MAAM,cAAc,CAAC;AACrE,OAAO,EAAE,UAAU,EAAE,KAAK,iBAAiB,EAAE,MAAM,iBAAiB,CAAC;AACrE,OAAO,EACL,gBAAgB,EAChB,oBAAoB,EACpB,qBAAqB,EACrB,KAAK,MAAM,GACZ,MAAM,gBAAgB,CAAC;AACxB,OAAO,EACL,OAAO,EACP,QAAQ,EACR,sBAAsB,EACtB,oBAAoB,EACpB,KAAK,SAAS,EACd,KAAK,UAAU,EACf,KAAK,SAAS,GACf,MAAM,UAAU,CAAC;AAClB,OAAO,EAAE,aAAa,EAAE,WAAW,EAAE,QAAQ,EAAE,KAAK,aAAa,EAAE,MAAM,iBAAiB,CAAC;AAC3F,OAAO,EAAE,KAAK,EAAE,YAAY,EAAE,KAAK,YAAY,EAAE,MAAM,YAAY,CAAC;AACpE,OAAO,EAAE,aAAa,EAAE,KAAK,aAAa,EAAE,KAAK,QAAQ,EAAE,MAAM,aAAa,CAAC;AAC/E,OAAO,EAAE,WAAW,EAAE,QAAQ,EAAE,KAAK,SAAS,EAAE,KAAK,YAAY,EAAE,MAAM,YAAY,CAAC;AACtF,OAAO,EAAE,aAAa,EAAE,MAAM,kBAAkB,CAAC;AACjD,OAAO,EACL,eAAe,EACf,cAAc,EACd,cAAc,EACd,aAAa,EACb,MAAM,EACN,iBAAiB,EACjB,uBAAuB,EACvB,KAAK,aAAa,EAClB,KAAK,kBAAkB,EACvB,KAAK,aAAa,GACnB,MAAM,aAAa,CAAC;AACrB,OAAO,EAAE,mBAAmB,EAAE,iBAAiB,EAAE,SAAS,EAAE,MAAM,eAAe,CAAC;AAClF,OAAO,EACL,SAAS,EACT,gBAAgB,EAChB,gBAAgB,EAChB,WAAW,EACX,SAAS,EACT,WAAW,EACX,cAAc,EACd,kBAAkB,EAClB,gBAAgB,EAChB,KAAK,WAAW,EAChB,KAAK,WAAW,EAChB,KAAK,YAAY,EACjB,KAAK,aAAa,GACnB,MAAM,aAAa,CAAC"}

dist/index.js

@@ -15,4 +15,5 @@ // Library exports for programmatic use.
 export { runConcurrent } from "./concurrency.js";
+export { verifyCitations, splitSentences, extractCiteIds, contentTokens, recall, stripSourcesBlock, DEFAULT_CITE_MIN_RECALL, } from "./verify.js";
 export { trimTrailingSlashes, stripHashFragment, dedupeKey } from "./url-util.js";
 export { runDoctor, renderDoctorText, renderDoctorJson, exitCodeFor, scrubPath, formatBytes, formatDuration, classifyFetchError, nodeMeetsMinimum, } from "./doctor.js";
 //# sourceMappingURL=index.js.map

dist/index.js.map

@@ -1,1 +0,1 @@
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+{"version":3,"file":"index.js","sourceRoot":"","sources":["../src/index.ts"],"names":[],"mappings":"AAAA,wCAAwC;AAExC,OAAO,EACL,QAAQ,GAMT,MAAM,YAAY,CAAC;AACpB,OAAO,EACL,WAAW,EACX,SAAS,EACT,QAAQ,EACR,aAAa,GAGd,MAAM,WAAW,CAAC;AACnB,OAAO,EACL,oBAAoB,EACpB,WAAW,GAGZ,MAAM,aAAa,CAAC;AACrB,OAAO,EAAE,cAAc,EAAyC,MAAM,cAAc,CAAC;AACrF,OAAO,EAAE,cAAc,EAAyB,MAAM,cAAc,CAAC;AACrE,OAAO,EAAE,UAAU,EAA0B,MAAM,iBAAiB,CAAC;AACrE,OAAO,EACL,gBAAgB,EAChB,oBAAoB,EACpB,qBAAqB,GAEtB,MAAM,gBAAgB,CAAC;AACxB,OAAO,EACL,OAAO,EACP,QAAQ,EACR,sBAAsB,EACtB,oBAAoB,GAIrB,MAAM,UAAU,CAAC;AAClB,OAAO,EAAE,aAAa,EAAE,WAAW,EAAE,QAAQ,EAAsB,MAAM,iBAAiB,CAAC;AAC3F,OAAO,EAAE,KAAK,EAAE,YAAY,EAAqB,MAAM,YAAY,CAAC;AACpE,OAAO,EAAE,aAAa,EAAqC,MAAM,aAAa,CAAC;AAC/E,OAAO,EAAE,WAAW,EAAE,QAAQ,EAAqC,MAAM,YAAY,CAAC;AACtF,OAAO,EAAE,aAAa,EAAE,MAAM,kBAAkB,CAAC;AACjD,OAAO,EACL,eAAe,EACf,cAAc,EACd,cAAc,EACd,aAAa,EACb,MAAM,EACN,iBAAiB,EACjB,uBAAuB,GAIxB,MAAM,aAAa,CAAC;AACrB,OAAO,EAAE,mBAAmB,EAAE,iBAAiB,EAAE,SAAS,EAAE,MAAM,eAAe,CAAC;AAClF,OAAO,EACL,SAAS,EACT,gBAAgB,EAChB,gBAAgB,EAChB,WAAW,EACX,SAAS,EACT,WAAW,EACX,cAAc,EACd,kBAAkB,EAClB,gBAAgB,GAKjB,MAAM,aAAa,CAAC"}

package.json

 {
   "name": "@askalf/deepdive",
-  "version": "0.4.0",
+  "version": "0.5.0",
   "description": "A local research agent. One command, cited answer. Routes every LLM call through your own proxy (dario, Anthropic-compat, OpenAI-compat). Headless browser + pluggable search + multi-provider LLM — zero hosted dependencies.",
@@ -5,0 +5,0 @@ "type": "module",

README.md

@@ -123,2 +123,14 @@ <p align="center">
 
+## Citation verification
+
+After every synthesis, deepdive checks each `[N]` citation in the answer against the extracted text of source N. This is a cheap, deterministic, lexical pass — no second LLM call — that catches the dominant failure mode of cited-answer tools: the model writing a confident sentence with a `[3]` whose source 3 doesn't actually contain the claim.
+
+For each sentence with a citation, the verifier tokenizes the claim into content tokens (lowercased, stop-words dropped, numbers preserved) and scores recall against each cited source's tokens. A multi-cite sentence like `"X happened in 2024 [1][3]"` is supported only when **every** cited source clears the threshold — a bogus `[3]` buried in an otherwise-true sentence is still flagged.
+
+When something fails, deepdive prints a small `## Citation health` footer at the end of the answer and surfaces the offending sentences in `--verbose`. Clean runs stay clean: no footer, no noise. Use `--strict-cites` in scripts to fail the run with a non-zero exit code.
+
+What this is not: a semantic judge. Lexical recall flags hallucinated names, numbers, and dates with high precision, but a paraphrased-but-truthful sentence can score below threshold and a topic-aligned-but-incorrect sentence can score above. Treat the report as a sanity check and a reading guide, not a proof of correctness. To dial the strictness, raise `--cite-min-recall` above the default `0.4`; to disable entirely, pass `--no-verify-cites`.
+
+---
+
 ## Common flags
@@ -135,5 +147,8 @@
 | `--concurrency=<n>` | `4` | Parallel fetches. Bump on a fast connection. |
-| `--json` | markdown | Emit `{question, plan, rounds, sources, answer, usage}` for piping. |
+| `--strict-cites` | off | Exit non-zero if any citation in the answer fails lexical verification. |
+| `--cite-min-recall=<0..1>` | `0.4` | Citation-support threshold. Lower = more permissive. |
+| `--no-verify-cites` | off | Skip the citation-verification pass entirely. |
+| `--json` | markdown | Emit `{question, plan, rounds, sources, answer, verification, usage}` for piping. |
 | `--out=<path>` | — | Save to file. |
-| `--verbose`, `-v` | — | Stream plan / search / fetch / critique events to stderr. |
+| `--verbose`, `-v` | — | Stream plan / search / fetch / critique / verify events to stderr. |
 
@@ -140,0 +155,0 @@ Every flag mirrors a `DEEPDIVE_*` env var. CLI flags win over env.

New alerts

Long strings

Supply chain risk

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

Found 1 instance in 1 package

URL strings

Supply chain risk

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

Found 1 instance in 1 package

Fixed alerts

Long strings

Supply chain risk

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

Found 1 instance in 1 package

URL strings

Supply chain risk

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

Found 1 instance in 1 package

Improved metrics

Total package byte prevSize

266941

10.43%

Number of package files

100

4.17%

Lines of code

3280

10.33%

Number of lines in readme file

281

5.64%

No dependency changes