// cookbook.js — Cookbook 2.0 (v4): Use-Case-Setups („Wofür?") + Profi-Suche. // Backend: /api/cookbook/{recipes,install-recipe,analyze,evaluate} (hw_math). import { api, getHfToken } from "../core/api.js"; import { $, esc, icon, toast, infoDot, confirmModal } from "../core/ui.js"; const CTX_HELP = "Kontext = das Kurzzeitgedächtnis des Modells. Größer = merkt sich mehr, braucht aber mehr Speicher und wird etwas langsamer."; const GGUF_HELP = "GGUF ist das lokal lauffähige Dateiformat. Unsere Engine lädt nur GGUF — Repos ohne GGUF-Datei kann sie nicht nutzen."; const FILTERS = [ { id: "", label: "Alle" }, { id: "coder", label: "Coder" }, { id: "scout", label: "Scout" }, { id: "vision", label: "Vision" }, { id: "manager", label: "Manager" }, { id: "reviewer", label: "Reviewer" }, ]; let lastSys = null; let currentResults = []; let currentAnalysis = null; let activeFilter = ""; let RECIPES = []; let RECOMMENDED = null; let cardFits = []; // Fit-Level je Such-Karte (fuer „Beste Wahl"-Markierung) const FIT_RANK = { perfect: 0, marginal: 1, too_tight: 2 }; const fitCls = lvl => lvl === "perfect" ? "ok" : lvl === "marginal" ? "warn" : "bad"; const fitWord = lvl => lvl === "perfect" ? "Passt locker" : lvl === "marginal" ? "Wird knapp" : "Zu groß"; function mount() { const c = $(".view[data-view='cookbook']"); c.innerHTML = `

Modell-Cookbook

Wofür willst du es nutzen? Wir empfehlen das passende Setup für deine Hardware.

Wofür möchtest du es nutzen?

deine Hardware
Lade Setups…
Profi-Modus: HuggingFace direkt durchsuchen
passt locker läuft, aber knapp zu groß für deinen Speicher
Es werden nur Modelle im GGUF-Format ${infoDot(GGUF_HELP)} gezeigt — nur die laufen lokal.
`; renderFilters(); $("#cb-btn-search").addEventListener("click", doSearch); $("#cb-search").addEventListener("keydown", e => { if (e.key === "Enter") doSearch(); }); $("#cb-sort").addEventListener("change", () => { if ($("#cb-search").value.trim() || activeFilter) doSearch(); }); $("#cb-modal-close").addEventListener("click", () => $("#cb-modal").style.display = "none"); $("#cb-modal").addEventListener("click", e => { if (e.target.id === "cb-modal") $("#cb-modal").style.display = "none"; }); $("#cb-m-download").addEventListener("click", doDownload); $("#cb-m-files").addEventListener("change", updateLiveFit); $("#cb-m-ctx").addEventListener("change", reanalyzeCtx); window.cbSetCtx = v => { $("#cb-m-ctx").value = v; reanalyzeCtx(); }; $("#cb-r-close").addEventListener("click", () => $("#cb-recipe-modal").style.display = "none"); $("#cb-recipe-modal").addEventListener("click", e => { if (e.target.id === "cb-recipe-modal") $("#cb-recipe-modal").style.display = "none"; }); $("#cb-new-open").addEventListener("click", openNewRecipe); $("#cb-new-close").addEventListener("click", () => $("#cb-new-modal").style.display = "none"); $("#cb-new-modal").addEventListener("click", e => { if (e.target.id === "cb-new-modal") $("#cb-new-modal").style.display = "none"; }); $("#cb-new-add").addEventListener("click", () => $("#cb-new-models").insertAdjacentHTML("beforeend", newModelRow())); $("#cb-new-models").addEventListener("click", e => { const d = e.target.closest(".cb-nm-del"); if (d) d.closest(".cb-nm-row").remove(); }); $("#cb-new-save").addEventListener("click", saveNewRecipe); renderHwChip(); loadRecipes(); } // ---- Use-Case-Setups ---- async function loadRecipes() { try { const d = await api("/api/cookbook/recipes"); RECIPES = d.recipes || []; RECOMMENDED = d.recommended_id || null; renderRecipes(); } catch (e) { $("#cb-recipes").innerHTML = `
Setups nicht ladbar: ${esc(e.message)}
`; } } function renderRecipes() { $("#cb-recipes").innerHTML = RECIPES.map(r => { const best = r.id === RECOMMENDED; const tag = best ? `
★ Beste Wahl für dein System
` : r.user ? `
Dein Setup
` : ""; const del = r.user ? `×` : ""; return ``; }).join(""); $("#cb-recipes").querySelectorAll("[data-recipe]").forEach(b => b.addEventListener("click", () => openRecipe(b.getAttribute("data-recipe")))); $("#cb-recipes").querySelectorAll("[data-delr]").forEach(x => x.addEventListener("click", e => { e.stopPropagation(); deleteRecipe(x.getAttribute("data-delr")); })); } // ---- Eigenes Setup erstellen/löschen ---- function newModelRow() { return `
`; } function openNewRecipe() { $("#cb-new-title").value = ""; $("#cb-new-desc").value = ""; $("#cb-new-models").innerHTML = newModelRow(); $("#cb-new-modal").style.display = "flex"; } async function saveNewRecipe() { const title = $("#cb-new-title").value.trim(); if (!title) return toast("Bitte einen Titel angeben.", true); const models = [...$("#cb-new-models").querySelectorAll(".cb-nm-row")].map(row => ({ repo: row.querySelector(".cb-nm-repo").value.trim(), role: row.querySelector(".cb-nm-role").value.trim() || "modell", quant: row.querySelector(".cb-nm-quant").value, })).filter(m => m.repo); if (!models.length) return toast("Mindestens ein Modell (Repo) angeben.", true); const btn = $("#cb-new-save"); btn.disabled = true; btn.textContent = "Speichere…"; try { await api("/api/cookbook/user-recipe", { method: "POST", body: JSON.stringify({ title, desc: $("#cb-new-desc").value.trim(), models }) }); toast("Setup gespeichert."); $("#cb-new-modal").style.display = "none"; loadRecipes(); } catch (e) { toast("Fehler: " + e.message, true); } btn.disabled = false; btn.textContent = "Setup speichern"; } async function deleteRecipe(id) { const r = RECIPES.find(x => x.id === id); if (!await confirmModal({ title: `„${r ? r.title : id}" löschen?`, body: "Dein eigenes Setup wird aus dem Cookbook entfernt. Bereits installierte Modelle bleiben unangetastet.", confirmLabel: "Löschen", danger: true })) return; try { await api("/api/cookbook/user-recipe/" + encodeURIComponent(id), { method: "DELETE" }); toast("Setup gelöscht."); loadRecipes(); } catch (e) { toast(e.message, true); } } function openRecipe(id) { const r = RECIPES.find(x => x.id === id); if (!r) return; $("#cb-r-title").textContent = r.title; $("#cb-r-desc").textContent = r.desc; $("#cb-r-models").innerHTML = `
${r.models.map(m => `
${esc(m.name)}${esc(m.role)}
${esc(m.why)}
~${m.fit.req_gb.toFixed(1)} GB · ~${Math.round(m.fit.tps)} Tok/s · optimal ~${Math.round(m.optimal_ctx / 1024)}k Kontext
${esc(m.fit.text)}
`).join("")}
`; const maxRam = Math.max(...r.models.map(m => m.fit.req_gb)); $("#cb-r-note").innerHTML = `Größter Spitzenbedarf: ~${maxRam.toFixed(1)} GB. ` + `Es läuft immer nur ein Modell gleichzeitig — das größte bestimmt, ob das Setup passt (kein Summieren).`; const btn = $("#cb-r-install"); btn.className = r.fit_level === "too_tight" ? "primary warn" : "primary"; btn.textContent = r.fit_level === "too_tight" ? "Trotzdem installieren (zu groß)" : "Komplettes Setup installieren"; btn.onclick = () => installRecipe(r.id); $("#cb-recipe-modal").style.display = "flex"; } async function installRecipe(id) { const btn = $("#cb-r-install"); btn.disabled = true; btn.textContent = "Starte…"; try { const r = await api("/api/cookbook/install-recipe", { method: "POST", body: JSON.stringify({ recipe_id: id, hf_token: getHfToken() }) }); toast(`Setup wird installiert (${r.count} Modelle) — siehe Aktivität.`); $("#cb-recipe-modal").style.display = "none"; document.querySelector(".nav-item[data-view='activity']")?.click(); } catch (e) { toast("Fehler: " + e.message, true); } btn.disabled = false; btn.textContent = "Komplettes Setup installieren"; } // ---- Hardware-Chip / Filter ---- function renderFilters() { $("#cb-filters").innerHTML = FILTERS.map(f => ``).join(""); $("#cb-filters").querySelectorAll("[data-f]").forEach(b => b.addEventListener("click", () => { activeFilter = b.getAttribute("data-f"); renderFilters(); doSearch(); })); } function renderHwChip() { const el = $("#cb-hw"); if (!el) return; if (lastSys?.ram?.total) el.innerHTML = `${icon("cpu")}${Math.round(lastSys.ram.total / 1024 ** 3)} GB Speicher`; } // ---- Profi-Suche (HuggingFace) ---- function metricLine(fit) { return `~${fit.req_gb.toFixed(1)} GB · ~${Math.round(fit.tps)} Tok/s`; } async function doSearch() { let q = $("#cb-search").value.trim(); if (activeFilter) q = q ? q + " " + activeFilter : activeFilter; if (!q) { $("#cb-grid").innerHTML = ""; return; } const sort = $("#cb-sort")?.value || "downloads"; const btn = $("#cb-btn-search"); btn.disabled = true; btn.textContent = "Lade…"; $("#cb-grid").innerHTML = `
Suche auf HuggingFace…
`; try { const url = `https://huggingface.co/api/models?search=${encodeURIComponent(q)}&filter=gguf&sort=${encodeURIComponent(sort)}&direction=-1&limit=12`; const r = await fetch(url); currentResults = await r.json(); renderResults(currentResults); } catch (e) { $("#cb-grid").innerHTML = `
${esc(e.message)}
`; } btn.disabled = false; btn.textContent = "Suchen"; } function renderResults(results) { const grid = $("#cb-grid"); cardFits = []; if (!results?.length) { grid.innerHTML = `
Keine GGUF-Modelle gefunden.
`; return; } grid.innerHTML = results.map((m, i) => `

${esc(m.id.split("/").pop())}

${esc(m.author || "")}
prüfe…
Hardware-Fit… ⬇ ${(m.downloads || 0).toLocaleString()}
`).join(""); grid.querySelectorAll("[data-res]").forEach(el => el.addEventListener("click", () => openResult(+el.getAttribute("data-res")))); results.forEach((m, i) => fetchFitForCard(i, m.id)); } async function fetchFitForCard(i, repo_id) { try { const res = await api("/api/cookbook/analyze", { method: "POST", body: JSON.stringify({ repo_id, ctx: 8192 }) }); const b = $("#cb-b-" + i), mt = $("#cb-m-" + i); if (!b || !mt) return; if (!res.files?.length) { b.className = "fit-badge"; b.style.cssText = "background:rgba(139,151,165,.14);color:var(--mut)"; b.title = GGUF_HELP; b.textContent = "kein GGUF"; mt.textContent = "—"; cardFits[i] = null; markBestResult(); return; } let best = res.files.find(f => f.quant?.includes("Q4_K_M")) || res.files[0]; b.className = "fit-badge " + fitCls(best.fit.level); b.textContent = best.fit.text; mt.textContent = metricLine(best.fit) + " · " + (best.quant || "GGUF"); cardFits[i] = best.fit.level; markBestResult(); } catch { const b = $("#cb-b-" + i); if (b) { b.className = "fit-badge bad"; b.textContent = "Fehler"; } cardFits[i] = null; markBestResult(); } } // Markiert die beste System-Wahl in den Suchergebnissen: das meistgeladene Modell // (Liste ist nach Downloads sortiert), das noch sauber auf die Hardware passt. function markBestResult() { const grid = $("#cb-grid"); if (!grid) return; let bestI = -1, bestRank = 99; cardFits.forEach((lvl, i) => { if (lvl == null) return; const rank = FIT_RANK[lvl] ?? 99; if (rank < bestRank) { bestRank = rank; bestI = i; } }); grid.querySelectorAll("[data-res]").forEach(el => { el.classList.remove("res-best"); el.querySelector(".cb-best-tag")?.remove(); }); if (bestI < 0 || bestRank > 1) return; // nur hervorheben, wenn etwas Lauffähiges (perfect/marginal) dabei ist const el = grid.querySelector(`[data-res="${bestI}"]`); if (el) { el.classList.add("res-best"); el.insertAdjacentHTML("afterbegin", `
★ Beste Wahl für dein System
`); } } function showFit() { const file = $("#cb-m-files").value; const f = currentAnalysis?.files.find(x => x.filename === file); if (!f) { $("#cb-m-fit").style.display = "none"; return; } $("#cb-m-fit").style.display = "flex"; $("#cb-m-fit-text").innerHTML = `Bedarf: ~${f.fit.req_gb.toFixed(1)} GB · ${currentAnalysis.params_b}B · ${esc(f.quant)} · ~${Math.round(f.fit.tps)} Tok/s`; $("#cb-m-fit-badge").innerHTML = `${esc(f.fit.text)}`; const opt = f.optimal_ctx, recEl = $("#cb-m-ctx-rec"); if (recEl) recEl.innerHTML = opt ? `Empfohlener Kontext für deine Hardware: ~${Math.round(opt / 1024)}kübernehmen` : ""; const btn = $("#cb-m-download"); if (f.fit.level === "too_tight") { btn.className = "primary warn"; btn.textContent = "Trotzdem holen (zu groß)"; } else { btn.className = "primary"; btn.textContent = "Herunterladen & Einpflegen"; } } function updateLiveFit() { showFit(); } async function reanalyzeCtx() { if (!currentAnalysis) return; const ctx = parseInt($("#cb-m-ctx").value) || 8192; const file = $("#cb-m-files").value; try { currentAnalysis = await api("/api/cookbook/analyze", { method: "POST", body: JSON.stringify({ repo_id: currentAnalysis.repo, ctx }) }); $("#cb-m-files").value = file; showFit(); } catch {} } function openModalBase(title, repo) { $("#cb-modal").style.display = "flex"; $("#cb-m-title").textContent = title; $("#cb-m-repo").textContent = repo; } async function openResult(i) { const m = currentResults[i]; if (!m) return; openModalBase(m.id.split("/").pop(), m.id); $("#cb-m-alias").value = m.id.split("/").pop().toLowerCase().replace(/[^a-z0-9]/g, "-"); $("#cb-m-files").style.display = "none"; $("#cb-m-loading").style.display = "block"; $("#cb-m-download").disabled = true; try { const ctx = parseInt($("#cb-m-ctx").value) || 8192; currentAnalysis = await api("/api/cookbook/analyze", { method: "POST", body: JSON.stringify({ repo_id: m.id, ctx }) }); $("#cb-m-loading").style.display = "none"; $("#cb-m-files").style.display = "block"; if (!currentAnalysis.files?.length) { $("#cb-m-files").innerHTML = ""; $("#cb-m-fit").style.display = "none"; return; } $("#cb-m-files").innerHTML = currentAnalysis.files.map(f => { const mark = f.fit.level === "perfect" ? "●" : f.fit.level === "marginal" ? "◐" : "○"; return ``; }).join(""); $("#cb-m-download").disabled = false; showFit(); } catch (e) { $("#cb-m-loading").textContent = "Fehler: " + e.message; } } async function doDownload() { const repo = $("#cb-m-repo").textContent, file = $("#cb-m-files").value; const alias = $("#cb-m-alias").value.trim(), ctx = parseInt($("#cb-m-ctx").value) || 8192; if (!repo || !file || !alias) return toast("Bitte alle Felder ausfüllen.", true); const btn = $("#cb-m-download"); btn.disabled = true; btn.textContent = "Starte…"; try { const res = await api("/api/download", { method: "POST", body: JSON.stringify({ repo, file, hf_token: getHfToken() }) }); await api("/api/register", { method: "POST", body: JSON.stringify({ alias, model_path: res.expected_path, ctx }) }); toast("Download gestartet — siehe Aktivität."); $("#cb-modal").style.display = "none"; document.querySelector(".nav-item[data-view='activity']")?.click(); } catch (e) { toast("Fehler: " + e.message, true); } btn.disabled = false; btn.textContent = "Herunterladen & Einpflegen"; } function onSystem(sys) { lastSys = sys; renderHwChip(); } export default { id: "cookbook", mount, onSystem };