[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8},"actionData","errors","root",{"_105":106,"_107":108},"routes/embed.x.$handle.$name.$",{"_9":10,"_11":12,"_13":14,"_15":16,"_17":18,"_19":20,"_21":-5},"handle","ziggyware","name","free-ai","path","app-helpers.ts","project",{"_22":45,"_11":12,"_33":46,"_47":-5,"_48":42,"_49":50,"_51":50,"_52":53,"_54":-5,"_55":56,"_57":-5,"_58":42,"_59":-5,"_60":-5,"_61":62,"_63":64,"_65":66,"_67":68,"_69":70,"_71":-5,"_72":73,"_74":73,"_75":76,"_77":76,"_78":76,"_79":73,"_80":73,"_81":82,"_83":84,"_85":86,"_87":42},"file",{"_22":23,"_11":14,"_24":25,"_26":-5,"_27":28,"_29":30,"_31":32,"_33":34,"_35":36,"_37":38,"_39":40,"_41":42,"_43":-5,"_13":44},"permalink","https://www.val.town/x/ziggyware/free-ai/code/app-helpers.ts","extension","id","3194c6f2-1696-49e9-97a5-ad6090c9fe2b","fileId","e15c4b62-ad82-11f1-b116-1607ee4eb77e","parentId","branchId","1a44bbd4-418c-11f1-af64-42b51c65c3df","branchVersion",1618,"latest",true,"createdAt",["D",1789466754495],"version",5,"fileType","script","content","// Helpers split out of app.tsx to stay under the Val Town 80,000-character per-file limit:\n// legacy blob memory + salience facts, prompt shrinking, title derivation, tool-event slimming, web search, eval_js.\nimport { all, type Bound, one, type Row, run, sql, unwrap } from \"./db.ts\";\n// ts: optional wall-clock stamp — only the synthetic \"route\" events app.tsx's PassMeter pushes set it (real\n// tool-call events don't need it, their hop order already IS their chronology); when present, ui-timeline.ts\n// uses it to interleave route nodes with tool-call rows in the order they actually happened, not just hop order.\nexport interface ToolEvent { hop: number; tool: string; args: Record; result?: unknown; error?: string; ts?: number }\n\nexport async function getMemoryBlob(): Promise | null> {\n return unwrap(\n await one(\"memory\", sql`SELECT * FROM memory WHERE key = ${\"core\"}`),\n null,\n );\n}\n\n// ════════════════════════════════════════════════════════════════════════════\n// EPISODIC MEMORY: write with surprise-salience, retrieve by relevance, decay\n// ════════════════════════════════════════════════════════════════════════════\nexport const DECAY_HALFLIFE_MS = 1000 * 60 * 60 * 24 * 7; // 7 days\nexport const FACT_CAP = 500;\n\nexport function decayed(salience: number, accessed: number, now: number): number {\n const age = Math.max(0, now - accessed);\n return salience * Math.pow(0.5, age / DECAY_HALFLIFE_MS);\n}\n\nexport async function writeFact(fact: string, predictability: number): Promise {\n const now = Date.now();\n // salience = information content ≈ (1 - self-reported predictability).\n const salience = Math.max(0.01, Math.min(1, 1 - predictability));\n await run(\n sql`INSERT INTO memory_fact (fact, salience, created, accessed, hits)\n VALUES (${fact}, ${salience}, ${now}, ${now}, 0)`,\n );\n\n // Bounded store: evict lowest current-value rows beyond a cap.\n const rows = unwrap(\n await all(\"memory_fact\", sql`SELECT * FROM memory_fact`),\n [],\n );\n if (rows.length <= FACT_CAP) return;\n const ranked = rows\n .map((r) => ({ id: r.id, v: decayed(r.salience, r.accessed, now) }))\n .sort((a, b) => a.v - b.v);\n const drop = ranked.slice(0, rows.length - FACT_CAP).map((r) => r.id);\n if (!drop.length) return;\n // Placeholder count varies with drop.length, but every bound value is still\n // a real parameter — this is `run` given a Bound built directly rather than\n // via the tagged template, which only supports a fixed interpolation count.\n const deleteEvicted: Bound = {\n text: `DELETE FROM memory_fact WHERE id IN (${\n drop.map(() => \"?\").join(\",\")\n })`,\n values: drop,\n };\n await run(deleteEvicted);\n}\n\n// Keyword-overlap retrieval — no embedding dependency. Deliberately simple;\n// swap for vector search later without touching callers.\nexport function tokenize(s: string): Set {\n return new Set(\n s.toLowerCase().replace(/[^a-z0-9 ]/g, \" \").split(/\\s+/).filter((w) =>\n w.length > 2\n ),\n );\n}\n\nexport async function retrieveFacts(query: string, k = 5): Promise {\n const now = Date.now();\n const qTok = tokenize(query);\n if (!qTok.size) return [];\n const rows = unwrap(\n await all(\"memory_fact\", sql`SELECT * FROM memory_fact`),\n [],\n );\n const scored = rows.map((r) => {\n const fTok = tokenize(r.fact);\n let overlap = 0;\n for (const t of qTok) if (fTok.has(t)) overlap++;\n const relevance = overlap / Math.sqrt(fTok.size || 1);\n const value = decayed(r.salience, r.accessed, now);\n return { id: r.id, fact: r.fact, score: relevance * (0.5 + value) };\n });\n const top = scored.filter((s) => s.score > 0).sort((a, b) =>\n b.score - a.score\n ).slice(0, k);\n // reinforce accessed facts (anti-decay); this is retrieval-as-rehearsal\n for (const t of top) {\n await run(\n sql`UPDATE memory_fact SET accessed = ${now}, hits = hits + 1 WHERE id = ${t.id}`,\n );\n }\n return top.map((t) => t.fact);\n}\n\n// ════════════════════════════════════════════════════════════════════════════\n// SESSION CRUD\n// ════════════════════════════════════════════════════════════════════════════\n\n/** Make a prompt fit a smaller input ceiling: keep system messages and the last user turn intact; level 1 drops the\n * oldest half of the history and caps tool results at 1.5k chars; level 2 keeps only the last 2 exchanges and caps at 600. */\nexport function shrinkMessages(messages: any[], level: number): any[] {\n const sys = messages.filter((m) => m.role === \"system\");\n const rest = messages.filter((m) => m.role !== \"system\");\n const cap = level >= 2 ? 600 : 1_500;\n const keep = level >= 2 ? Math.min(rest.length, 4) : Math.max(2, Math.ceil(rest.length / 2));\n const tail = rest.slice(-keep).map((m) => (m.role === \"tool\" && typeof m.content === \"string\" && m.content.length > cap ? { ...m, content: m.content.slice(0, cap) + \" …[trimmed]\" } : m));\n // a tool message must follow the assistant turn that requested it — drop leading orphans\n while (tail.length && tail[0].role === \"tool\") tail.shift();\n const last = tail[tail.length - 1];\n if (last?.role === \"user\" && typeof last.content === \"string\" && last.content.length > 24_000) tail[tail.length - 1] = { ...last, content: last.content.slice(0, 16_000) + \"\\n…[middle trimmed to fit the model's input limit]…\\n\" + last.content.slice(-6_000) };\n return [...sys, ...tail];\n}\n/** ≤4 significant words of the ask, Title Case; deterministic so two clients agree. */\nexport function deriveTitle(text: string): string {\n const STOP = new Set([\"a\", \"an\", \"the\", \"to\", \"of\", \"for\", \"in\", \"on\", \"and\", \"or\", \"with\", \"me\", \"my\", \"please\", \"can\", \"you\", \"i\", \"it\", \"that\", \"this\", \"is\", \"be\", \"make\", \"create\", \"build\", \"write\", \"help\", \"want\", \"need\", \"using\", \"use\"]);\n const words = text.replace(/```[\\s\\S]*?```/g, \" \").replace(/[^\\p{L}\\p{N}\\s#.-]/gu, \" \").split(/\\s+/).filter((w) => w && !STOP.has(w.toLowerCase()));\n const pick = (words.length ? words : text.split(/\\s+/)).slice(0, 4).map((w) => w.length > 18 ? w.slice(0, 18) : w);\n return (pick.map((w) => /^[a-z]/.test(w) ? w[0].toUpperCase() + w.slice(1) : w).join(\" \") || \"New Chat\").slice(0, 60);\n}\n\n/** Tool events as the UI needs them after a reload: args/results without file bodies. */\nexport function slimEvents(evs: ToolEvent[], cap = 2000): ToolEvent[] {\n // `arrayCap` exists because the 20-element cap — right for a tool's file list — silently truncated the\n // routing flowchart's plan (34 → 20) and attempts, which cut off exactly the tail where demoted\n // providers and late passes live. Route events are already bounded at the router (TRAIL_CAP=60), so they\n // get a cap that keeps the whole trail.\n const mk = (arrayCap: number) => {\n const trim = (v: unknown): unknown => {\n if (typeof v === \"string\") return v.length > cap ? v.slice(0, cap) + \"…\" : v;\n if (Array.isArray(v)) return v.slice(0, arrayCap).map(trim);\n if (v && typeof v === \"object\") return Object.fromEntries(Object.entries(v as Record).filter(([k]) => ![\"content\", \"files\", \"edits\", \"html\"].includes(k)).map(([k, x]) => [k, trim(x)]));\n return v;\n };\n return trim;\n };\n const trimTool = mk(20), trimRoute = mk(80);\n return evs.map((e) => {\n const trim = e.tool === \"route\" ? trimRoute : trimTool;\n // ts is what cognize() sorted on to interleave route hops with tool calls; dropping it here meant a reload\n // could never re-establish that order.\n return { hop: e.hop, tool: e.tool, ...(e.ts ? { ts: e.ts } : {}), args: trim(e.args) as Record, result: trim(e.result), ...(e.error ? { error: e.error } : {}) };\n });\n}\n\nexport async function webSearch(query: string): Promise {\n const url = `https://html.duckduckgo.com/html/?q=${\n encodeURIComponent(query)\n }`;\n const res = await fetch(url, { headers: { \"User-Agent\": \"Mozilla/5.0\" } });\n const text = await res.text();\n const snippets: string[] = [];\n const re = /]*>([\\s\\S]*?)<\\/a>/g;\n let m: RegExpExecArray | null;\n while ((m = re.exec(text)) !== null && snippets.length < 6) {\n snippets.push(m[1].replace(/<[^>]+>/g, \"\").trim());\n }\n return snippets.length ? snippets.join(\"\\n---\\n\") : \"No results found.\";\n}\n\nexport function evalJs(code: string): unknown {\n try {\n const logs: string[] = [];\n const fakeConsole = { log: (...a: unknown[]) => logs.push(a.join(\" \")) };\n const fn = new Function(\n \"Math\",\n \"JSON\",\n \"Array\",\n \"Object\",\n \"String\",\n \"Number\",\n \"Boolean\",\n \"Date\",\n \"RegExp\",\n \"Map\",\n \"Set\",\n \"console\",\n `\"use strict\";\\n${code}`,\n );\n const result = fn(\n Math,\n JSON,\n Array,\n Object,\n String,\n Number,\n Boolean,\n Date,\n RegExp,\n Map,\n Set,\n fakeConsole,\n );\n return { result: result ?? null, logs };\n } catch (e) {\n return { error: String(e) };\n }\n}\n\n// Harmony / text-embedded tool-call parsing (gpt-oss leaks `to=functions.NAME json{…}` into content) and tool-name aliases.\nexport function balancedJson(s: string, at: number): string {\n if (s[at] !== \"{\") return \"\";\n let depth = 0, inStr = false, esc = false;\n for (let i = at; i < s.length; i++) {\n const c = s[i];\n if (inStr) { if (esc) esc = false; else if (c === \"\\\\\") esc = true; else if (c === '\"') inStr = false; continue; }\n if (c === '\"') inStr = true; else if (c === \"{\") depth++; else if (c === \"}\") { depth--; if (depth === 0) return s.slice(at, i + 1); }\n }\n return \"\";\n}\nexport function parseTextToolCalls(content: string): { calls: any[]; rest: string } {\n const calls: any[] = [];\n // gpt-oss \"Harmony\" channel leakage (some vendors' chat templates emit it as plain text):\n // analysis… commentary to=functions.NAME json{…} assistantfinal…\n // → tool call from the commentary segment; only the final channel is user-visible prose.\n if (/to=functions\\.[\\w.-]+/.test(content) || /assistantfinal/.test(content)) {\n const rx = /to=functions\\.([\\w.-]+)(?:\\s*<\\|[^|>]*\\|>\\s*|\\s*json\\s*|\\s)*(?=\\{)/g;\n for (const m of content.matchAll(rx)) {\n const json = balancedJson(content, m.index! + m[0].length);\n if (!json) continue;\n try { const j = JSON.parse(json); calls.push({ id: `call_${crypto.randomUUID().slice(0, 8)}`, type: \"function\", function: { name: m[1], arguments: JSON.stringify(j) } }); } catch { /* malformed */ }\n }\n const fin = content.split(/assistantfinal/); const visible = fin.length > 1 ? fin[fin.length - 1] : (calls.length ? \"\" : content.replace(/^\\s*analysis[\\s\\S]*?(?=assistant|$)/, \"\"));\n content = visible.replace(/<\\|[^|>]*\\|>/g, \"\");\n }\n const rest = content.replace(/([\\s\\S]*?)(?:<\\/tool_call>|$)/g, (_, inner: string) => {\n const t = inner.trim();\n try {\n if (t.startsWith(\"{\")) { const j = JSON.parse(t); if (j.name) calls.push({ id: `call_${crypto.randomUUID().slice(0, 8)}`, type: \"function\", function: { name: j.name, arguments: JSON.stringify(j.arguments ?? j.parameters ?? {}) } }); return \"\"; }\n } catch { /* fall through */ }\n const fn = t.match(//);\n if (!fn) return \"\";\n const args: Record = {};\n for (const m of t.matchAll(/([\\s\\S]*?)(?:<\\/parameter>|(?=|$)/g)) args[m[1]] = m[2].replace(/^\\n/, \"\").replace(/\\n$/, \"\");\n calls.push({ id: `call_${crypto.randomUUID().slice(0, 8)}`, type: \"function\", function: { name: fn[1], arguments: JSON.stringify(args) } });\n return \"\";\n });\n return { calls, rest: rest.trim() };\n}\n\nexport const TOOL_ALIASES: Record = { search: \"search_artifact\", grep: \"search_artifact\", find: \"search_artifact\", read_file: \"read_artifact\", read: \"read_artifact\", edit: \"update_artifact\", write_file: \"update_artifact\", edit_file: \"update_artifact\", write: \"update_artifact\", search_web: \"web_search\", browse: \"web_search\", remember: \"memory_write\", recall: \"memory_recall\" };\nexport const summarizeEvent = (ev: ToolEvent) =>\n ev.error ? `**${ev.tool}** failed: ${ev.error}`\n : ev.tool === \"create_artifact\" ? `Built **${(ev.result as any)?.title ?? ev.args.title ?? \"artifact\"}** — open it above.`\n : ev.tool === \"update_artifact\" ? `Updated **${String(ev.args.path ?? \"index.html\")}** in artifact #${(ev.result as any)?.id ?? \"\"} — reload it above.`\n : ev.tool === \"read_artifact\" ? \"\" : `Ran **${ev.tool}**.`;\n\n\n/** Vendor-portable message shapes. Strict OpenAI-compatible backends reject what lenient ones accept:\n * nvidia_nim — \"Assistant message must have either content or tool_calls, but not both\" → drop empty content beside tool_calls;\n * together — \"prompt cannot be empty\" → no message may carry empty-string content; tool results and assistant turns get a marker.\n * Consecutive system messages are merged (mistral/anthropic-style backends want one). Never mutates the input. */\nexport function normalizeMessages(messages: unknown[]): unknown[] {\n const out: any[] = [];\n for (const raw of messages as any[]) {\n if (!raw || typeof raw !== \"object\") continue;\n const m: any = { ...raw };\n const hasCalls = Array.isArray(m.tool_calls) && m.tool_calls.length > 0;\n const empty = m.content == null || (typeof m.content === \"string\" && m.content.trim() === \"\") || (Array.isArray(m.content) && m.content.length === 0);\n if (hasCalls) { if (empty) delete m.content; }\n else if (empty) m.content = m.role === \"tool\" ? \"(no output)\" : m.role === \"assistant\" ? \"(continued)\" : \" \";\n if (m.role === \"system\" && out.length && out[out.length - 1].role === \"system\" && typeof m.content === \"string\" && typeof out[out.length - 1].content === \"string\") { out[out.length - 1] = { ...out[out.length - 1], content: out[out.length - 1].content + \"\\n\\n\" + m.content }; continue; }\n out.push(m);\n }\n return out;\n}\n\n/** Salvage a create_artifact / update_artifact call whose JSON arguments were cut at max_tokens: recover every COMPLETE\n * {path, content} object from the `files` array (and `content`/`title` when they closed), report which file was cut.\n * Returns null when nothing usable survived. The cut file is deliberately dropped — a half file is a placeholder. */\nexport function salvageArtifactArgs(raw: string): { args: Record; saved: string[]; cut: string | null } | null {\n const files: { path: string; content: string }[] = [];\n let cut: string | null = null;\n // Anchored to a preceding `{`/`,` (an actual object-key position), not a bare substring search: `content`\n // is large, arbitrary, model-generated HTML/JS and typically precedes `files` in argument order, so a\n // plain `raw.indexOf('\"files\"')` can match text INSIDE that content instead of the real key — e.g.\n // generated markup containing `data-x=\"files\"` is JSON-escaped as `\\\"files\\\"`, and the 7-char sequence\n // `\"files\"` (unescaped) appears right after that backslash, matching before the real key ever does. That\n // false match then feeds a garbage `[` search and corrupts (or silently drops) the whole salvage.\n const filesKeyMatch = raw.match(/[{,]\\s*\"files\"\\s*:/);\n const at = filesKeyMatch ? filesKeyMatch.index! + filesKeyMatch[0].indexOf('\"files\"') : -1;\n if (at >= 0) {\n const arr = raw.indexOf(\"[\", at);\n let i = arr + 1;\n while (i < raw.length) {\n const o = raw.indexOf(\"{\", i); if (o < 0) break;\n const obj = balancedJson(raw, o);\n if (!obj) { const m = raw.slice(o).match(/\"path\"\\s*:\\s*\"([^\"]*)\"/); cut = m ? m[1] : \"(unnamed)\"; break; }\n try { const f = JSON.parse(obj); if (typeof f?.path === \"string\" && typeof f?.content === \"string\") files.push({ path: f.path, content: f.content }); } catch { break; }\n i = o + obj.length;\n }\n }\n const head = at >= 0 ? raw.slice(0, at) : raw; /* top-level strings only count when they precede the files array — after it they were cut */\n // Escape map covers \\n \\t \\u fully; every other escape (including the unmapped \\r \\b \\f) fell through to\n // \"output the raw character after the backslash\" — correct BY COINCIDENCE for \\\" and \\\\ (the char after\n // the backslash IS the literal character wanted), but wrong for \\r/\\b/\\f, which decoded to a literal\n // \"r\"/\"b\"/\"f\" letter instead of the actual control character. Rare in practice (most generated content\n // uses \\n, not \\r), but real whenever salvaged content contains Windows-style line endings.\n const str = (key: string) => { const m = head.match(new RegExp('\"' + key + '\"\\\\s*:\\\\s*\"')); if (!m) return undefined; const start = (m.index ?? 0) + m[0].length; let out = \"\", j = start; while (j < head.length) { const c = head[j]; if (c === \"\\\\\") { const n = head[j + 1]; out += n === \"n\" ? \"\\n\" : n === \"t\" ? \"\\t\" : n === \"r\" ? \"\\r\" : n === \"b\" ? \"\\b\" : n === \"f\" ? \"\\f\" : n === \"u\" ? String.fromCharCode(parseInt(head.slice(j + 2, j + 6), 16)) : n; j += n === \"u\" ? 6 : 2; continue; } if (c === '\"') return out; out += c; j++; } return undefined; };\n const args: Record = {};\n const id = raw.match(/\"id\"\\s*:\\s*(\\d+)/); if (id) args.id = Number(id[1]);\n const title = str(\"title\"); if (title !== undefined) args.title = title;\n const kind = str(\"kind\"); if (kind !== undefined) args.kind = kind;\n const content = str(\"content\"); if (content !== undefined) args.content = content;\n if (files.length) args.files = files;\n if (!files.length && args.content === undefined) return null;\n return { args, saved: files.map((f) => f.path), cut };\n}\n\n// Hidden META control block parsing and the pre-estimate heuristics (moved from app.tsx for the 80k-char limit).\nexport const META_OPEN = \"<<>>\";\n\nexport interface AnswerMeta {\n confidence: number; // 0..1 self-estimated P(answer correct)\n stakes: \"low\" | \"high\"; // self-estimated irreversibility of being wrong\n abstain: boolean; // true → model declines rather than confabulate\n}\nexport function parseMeta(text: string): { visible: string; meta: AnswerMeta | null } {\n const i = text.lastIndexOf(META_OPEN);\n const j = text.lastIndexOf(META_CLOSE);\n if (i !== -1 && (j === -1 || j < i)) return { visible: text.slice(0, i).trimEnd(), meta: null }; // dangling open marker: hide it\n if (i === -1) return { visible: text, meta: null };\n const raw = text.slice(i + META_OPEN.length, j).trim();\n const visible = (text.slice(0, i) + text.slice(j + META_CLOSE.length)).trim();\n try {\n const p = JSON.parse(raw);\n const meta: AnswerMeta = {\n confidence: Number.isFinite(+p.confidence) ? 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