v0.4.22: fix execution context pass for google sheets

* feat(supabase): added vector search tool and updated docs

* exclude generic webhook from docs gen

* change items to pages in meta.json for tools directory in the docs

.gitattributes

@@ -0,0 +1,34 @@
+# Set default behavior to automatically normalize line endings
+* text=auto eol=lf
+
+# Explicitly declare text files you want to always be normalized and converted
+# to native line endings on checkout
+*.ts text eol=lf
+*.tsx text eol=lf
+*.js text eol=lf
+*.jsx text eol=lf
+*.json text eol=lf
+*.md text eol=lf
+*.yml text eol=lf
+*.yaml text eol=lf
+*.toml text eol=lf
+*.css text eol=lf
+*.scss text eol=lf
+*.sh text eol=lf
+*.bash text eol=lf
+Dockerfile* text eol=lf
+.dockerignore text eol=lf
+.gitignore text eol=lf
+.gitattributes text eol=lf
+
+# Denote all files that are truly binary and should not be modified
+*.png binary
+*.jpg binary
+*.jpeg binary
+*.gif binary
+*.ico binary
+*.woff binary
+*.woff2 binary
+*.ttf binary
+*.eot binary
+*.pdf binary

.github/workflows/i18n.yml

@@ -1,13 +1,11 @@
 name: 'Auto-translate Documentation'
 
-# Temporarily disabled
 on:
-  workflow_dispatch: # Allow manual triggers only
-  # push:
-  #   branches: [ staging ]
-  #   paths:
-  #     - 'apps/docs/content/docs/en/**'
-  #     - 'apps/docs/i18n.json'
+  push:
+    branches: [ staging ]
+    paths:
+      - 'apps/docs/content/docs/en/**'
+      - 'apps/docs/i18n.json'
 
 permissions:
   contents: write

.github/workflows/test-build.yml

@@ -26,6 +26,9 @@ jobs:
       - name: Install dependencies
         run: bun install --frozen-lockfile
 
+      - name: Lint code
+        run: bun run lint:check
+
       - name: Run tests with coverage
         env:
           NODE_OPTIONS: '--no-warnings'

apps/docs/app/[lang]/[[...slug]]/page.tsx

@@ -5,6 +5,7 @@ import { ChevronLeft, ChevronRight } from 'lucide-react'
 import Link from 'next/link'
 import { notFound } from 'next/navigation'
 import { StructuredData } from '@/components/structured-data'
+import { CodeBlock } from '@/components/ui/code-block'
 import { source } from '@/lib/source'
 
 export const dynamic = 'force-dynamic'
@@ -22,31 +23,143 @@ export default async function Page(props: { params: Promise<{ slug?: string[]; l
     pageTreeRecord[params.lang] ?? pageTreeRecord.en ?? Object.values(pageTreeRecord)[0]
   const neighbours = pageTree ? findNeighbour(pageTree, page.url) : null
 
-  const CustomFooter = () => (
-    <div className='mt-12 flex items-center justify-between border-border border-t py-8'>
-      {neighbours?.previous ? (
-        <Link
-          href={neighbours.previous.url}
-          className='group flex items-center gap-2 text-muted-foreground transition-colors hover:text-foreground'
-        >
-          <ChevronLeft className='group-hover:-translate-x-1 h-4 w-4 transition-transform' />
-          <span className='font-medium'>{neighbours.previous.name}</span>
-        </Link>
-      ) : (
-        <div />
-      )}
+  const generateBreadcrumbs = () => {
+    const breadcrumbs: Array<{ name: string; url: string }> = [
+      {
+        name: 'Home',
+        url: baseUrl,
+      },
+    ]
 
-      {neighbours?.next ? (
+    const urlParts = page.url.split('/').filter(Boolean)
+    let currentPath = ''
+
+    urlParts.forEach((part, index) => {
+      if (index === 0 && ['en', 'es', 'fr', 'de', 'ja', 'zh'].includes(part)) {
+        currentPath = `/${part}`
+        return
+      }
+
+      currentPath += `/${part}`
+
+      const name = part
+        .split('-')
+        .map((word) => word.charAt(0).toUpperCase() + word.slice(1))
+        .join(' ')
+
+      if (index === urlParts.length - 1) {
+        breadcrumbs.push({
+          name: page.data.title,
+          url: `${baseUrl}${page.url}`,
+        })
+      } else {
+        breadcrumbs.push({
+          name: name,
+          url: `${baseUrl}${currentPath}`,
+        })
+      }
+    })
+
+    return breadcrumbs
+  }
+
+  const breadcrumbs = generateBreadcrumbs()
+
+  const CustomFooter = () => (
+    <div className='mt-12'>
+      {/* Navigation links */}
+      <div className='flex items-center justify-between py-8'>
+        {neighbours?.previous ? (
+          <Link
+            href={neighbours.previous.url}
+            className='group flex items-center gap-2 text-muted-foreground transition-colors hover:text-foreground'
+          >
+            <ChevronLeft className='group-hover:-translate-x-1 h-4 w-4 transition-transform' />
+            <span className='font-medium'>{neighbours.previous.name}</span>
+          </Link>
+        ) : (
+          <div />
+        )}
+
+        {neighbours?.next ? (
+          <Link
+            href={neighbours.next.url}
+            className='group flex items-center gap-2 text-muted-foreground transition-colors hover:text-foreground'
+          >
+            <span className='font-medium'>{neighbours.next.name}</span>
+            <ChevronRight className='h-4 w-4 transition-transform group-hover:translate-x-1' />
+          </Link>
+        ) : (
+          <div />
+        )}
+      </div>
+
+      {/* Divider line */}
+      <div className='border-border border-t' />
+
+      {/* Social icons */}
+      <div className='flex items-center gap-4 py-6'>
         <Link
-          href={neighbours.next.url}
-          className='group flex items-center gap-2 text-muted-foreground transition-colors hover:text-foreground'
+          href='https://x.com/simdotai'
+          target='_blank'
+          rel='noopener noreferrer'
+          aria-label='X (Twitter)'
         >
-          <span className='font-medium'>{neighbours.next.name}</span>
-          <ChevronRight className='h-4 w-4 transition-transform group-hover:translate-x-1' />
+          <div
+            className='h-5 w-5 bg-gray-400 transition-colors hover:bg-gray-500 dark:bg-gray-500 dark:hover:bg-gray-400'
+            style={{
+              maskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z%22/%3E%3C/svg%3E')",
+              maskRepeat: 'no-repeat',
+              maskPosition: 'center center',
+              WebkitMaskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z%22/%3E%3C/svg%3E')",
+              WebkitMaskRepeat: 'no-repeat',
+              WebkitMaskPosition: 'center center',
+            }}
+          />
         </Link>
-      ) : (
-        <div />
-      )}
+        <Link
+          href='https://github.com/simstudioai/sim'
+          target='_blank'
+          rel='noopener noreferrer'
+          aria-label='GitHub'
+        >
+          <div
+            className='h-5 w-5 bg-gray-400 transition-colors hover:bg-gray-500 dark:bg-gray-500 dark:hover:bg-gray-400'
+            style={{
+              maskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M12 0c-6.626 0-12 5.373-12 12 0 5.302 3.438 9.8 8.207 11.387.599.111.793-.261.793-.577v-2.234c-3.338.726-4.033-1.416-4.033-1.416-.546-1.387-1.333-1.756-1.333-1.756-1.089-.745.083-.729.083-.729 1.205.084 1.839 1.237 1.839 1.237 1.07 1.834 2.807 1.304 3.492.997.107-.775.418-1.305.762-1.604-2.665-.305-5.467-1.334-5.467-5.931 0-1.311.469-2.381 1.236-3.221-.124-.303-.535-1.524.117-3.176 0 0 1.008-.322 3.301 1.23.957-.266 1.983-.399 3.003-.404 1.02.005 2.047.138 3.006.404 2.291-1.552 3.297-1.23 3.297-1.23.653 1.653.242 2.874.118 3.176.77.84 1.235 1.911 1.235 3.221 0 4.609-2.807 5.624-5.479 5.921.43.372.823 1.102.823 2.222v3.293c0 .319.192.694.801.576 4.765-1.589 8.199-6.086 8.199-11.386 0-6.627-5.373-12-12-12z%22/%3E%3C/svg%3E')",
+              maskRepeat: 'no-repeat',
+              maskPosition: 'center center',
+              WebkitMaskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M12 0c-6.626 0-12 5.373-12 12 0 5.302 3.438 9.8 8.207 11.387.599.111.793-.261.793-.577v-2.234c-3.338.726-4.033-1.416-4.033-1.416-.546-1.387-1.333-1.756-1.333-1.756-1.089-.745.083-.729.083-.729 1.205.084 1.839 1.237 1.839 1.237 1.07 1.834 2.807 1.304 3.492.997.107-.775.418-1.305.762-1.604-2.665-.305-5.467-1.334-5.467-5.931 0-1.311.469-2.381 1.236-3.221-.124-.303-.535-1.524.117-3.176 0 0 1.008-.322 3.301 1.23.957-.266 1.983-.399 3.003-.404 1.02.005 2.047.138 3.006.404 2.291-1.552 3.297-1.23 3.297-1.23.653 1.653.242 2.874.118 3.176.77.84 1.235 1.911 1.235 3.221 0 4.609-2.807 5.624-5.479 5.921.43.372.823 1.102.823 2.222v3.293c0 .319.192.694.801.576 4.765-1.589 8.199-6.086 8.199-11.386 0-6.627-5.373-12-12-12z%22/%3E%3C/svg%3E')",
+              WebkitMaskRepeat: 'no-repeat',
+              WebkitMaskPosition: 'center center',
+            }}
+          />
+        </Link>
+        <Link
+          href='https://discord.gg/Hr4UWYEcTT'
+          target='_blank'
+          rel='noopener noreferrer'
+          aria-label='Discord'
+        >
+          <div
+            className='h-5 w-5 bg-gray-400 transition-colors hover:bg-gray-500 dark:bg-gray-500 dark:hover:bg-gray-400'
+            style={{
+              maskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M20.317 4.37a19.791 19.791 0 0 0-4.885-1.515a.074.074 0 0 0-.079.037c-.21.375-.444.864-.608 1.25a18.27 18.27 0 0 0-5.487 0a12.64 12.64 0 0 0-.617-1.25a.077.077 0 0 0-.079-.037A19.736 19.736 0 0 0 3.677 4.37a.07.07 0 0 0-.032.027C.533 9.046-.32 13.58.099 18.057a.082.082 0 0 0 .031.057a19.9 19.9 0 0 0 5.993 3.03a.078.078 0 0 0 .084-.028a14.09 14.09 0 0 0 1.226-1.994a.076.076 0 0 0-.041-.106a13.107 13.107 0 0 1-1.872-.892a.077.077 0 0 1-.008-.128a10.2 10.2 0 0 0 .372-.292a.074.074 0 0 1 .077-.01c3.928 1.793 8.18 1.793 12.062 0a.074.074 0 0 1 .078.01c.12.098.246.198.373.292a.077.077 0 0 1-.006.127a12.299 12.299 0 0 1-1.873.892a.077.077 0 0 0-.041.107c.36.698.772 1.362 1.225 1.993a.076.076 0 0 0 .084.028a19.839 19.839 0 0 0 6.002-3.03a.077.077 0 0 0 .032-.054c.5-5.177-.838-9.674-3.549-13.66a.061.061 0 0 0-.031-.03zM8.02 15.33c-1.183 0-2.157-1.085-2.157-2.419c0-1.333.956-2.419 2.157-2.419c1.21 0 2.176 1.096 2.157 2.42c0 1.333-.956 2.418-2.157 2.418zm7.975 0c-1.183 0-2.157-1.085-2.157-2.419c0-1.333.955-2.419 2.157-2.419c1.21 0 2.176 1.096 2.157 2.42c0 1.333-.946 2.418-2.157 2.418z%22/%3E%3C/svg%3E')",
+              maskRepeat: 'no-repeat',
+              maskPosition: 'center center',
+              WebkitMaskImage:
+                "url('data:image/svg+xml,%3Csvg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 24 24%22%3E%3Cpath d=%22M20.317 4.37a19.791 19.791 0 0 0-4.885-1.515a.074.074 0 0 0-.079.037c-.21.375-.444.864-.608 1.25a18.27 18.27 0 0 0-5.487 0a12.64 12.64 0 0 0-.617-1.25a.077.077 0 0 0-.079-.037A19.736 19.736 0 0 0 3.677 4.37a.07.07 0 0 0-.032.027C.533 9.046-.32 13.58.099 18.057a.082.082 0 0 0 .031.057a19.9 19.9 0 0 0 5.993 3.03a.078.078 0 0 0 .084-.028a14.09 14.09 0 0 0 1.226-1.994a.076.076 0 0 0-.041-.106a13.107 13.107 0 0 1-1.872-.892a.077.077 0 0 1-.008-.128a10.2 10.2 0 0 0 .372-.292a.074.074 0 0 1 .077-.01c3.928 1.793 8.18 1.793 12.062 0a.074.074 0 0 1 .078.01c.12.098.246.198.373.292a.077.077 0 0 1-.006.127a12.299 12.299 0 0 1-1.873.892a.077.077 0 0 0-.041.107c.36.698.772 1.362 1.225 1.993a.076.076 0 0 0 .084.028a19.839 19.839 0 0 0 6.002-3.03a.077.077 0 0 0 .032-.054c.5-5.177-.838-9.674-3.549-13.66a.061.061 0 0 0-.031-.03zM8.02 15.33c-1.183 0-2.157-1.085-2.157-2.419c0-1.333.956-2.419 2.157-2.419c1.21 0 2.176 1.096 2.157 2.42c0 1.333-.956 2.418-2.157 2.418zm7.975 0c-1.183 0-2.157-1.085-2.157-2.419c0-1.333.955-2.419 2.157-2.419c1.21 0 2.176 1.096 2.157 2.42c0 1.333-.946 2.418-2.157 2.418z%22/%3E%3C/svg%3E')",
+              WebkitMaskRepeat: 'no-repeat',
+              WebkitMaskPosition: 'center center',
+            }}
+          />
+        </Link>
+      </div>
     </div>
   )
 
@@ -57,6 +170,7 @@ export default async function Page(props: { params: Promise<{ slug?: string[]; l
         description={page.data.description || ''}
         url={`${baseUrl}${page.url}`}
         lang={params.lang}
+        breadcrumb={breadcrumbs}
       />
       <DocsPage
         toc={page.data.toc}
@@ -82,7 +196,12 @@ export default async function Page(props: { params: Promise<{ slug?: string[]; l
         <DocsTitle>{page.data.title}</DocsTitle>
         <DocsDescription>{page.data.description}</DocsDescription>
         <DocsBody>
-          <MDX components={defaultMdxComponents} />
+          <MDX
+            components={{
+              ...defaultMdxComponents,
+              CodeBlock,
+            }}
+          />
         </DocsBody>
       </DocsPage>
     </>
@@ -128,8 +247,10 @@ export async function generateMetadata(props: {
       url: fullUrl,
       siteName: 'Sim Documentation',
       type: 'article',
-      locale: params.lang,
-      alternateLocale: ['en', 'fr', 'zh'].filter((lang) => lang !== params.lang),
+      locale: params.lang === 'en' ? 'en_US' : `${params.lang}_${params.lang.toUpperCase()}`,
+      alternateLocale: ['en', 'es', 'fr', 'de', 'ja', 'zh']
+        .filter((lang) => lang !== params.lang)
+        .map((lang) => (lang === 'en' ? 'en_US' : `${lang}_${lang.toUpperCase()}`)),
     },
     twitter: {
       card: 'summary',
@@ -152,8 +273,12 @@ export async function generateMetadata(props: {
     alternates: {
       canonical: fullUrl,
       languages: {
-        en: `${baseUrl}/en${page.url.replace(`/${params.lang}`, '')}`,
+        'x-default': `${baseUrl}${page.url.replace(`/${params.lang}`, '')}`,
+        en: `${baseUrl}${page.url.replace(`/${params.lang}`, '')}`,
+        es: `${baseUrl}/es${page.url.replace(`/${params.lang}`, '')}`,
         fr: `${baseUrl}/fr${page.url.replace(`/${params.lang}`, '')}`,
+        de: `${baseUrl}/de${page.url.replace(`/${params.lang}`, '')}`,
+        ja: `${baseUrl}/ja${page.url.replace(`/${params.lang}`, '')}`,
         zh: `${baseUrl}/zh${page.url.replace(`/${params.lang}`, '')}`,
       },
     },

apps/docs/app/[lang]/layout.tsx

@@ -2,11 +2,14 @@ import type { ReactNode } from 'react'
 import { defineI18nUI } from 'fumadocs-ui/i18n'
 import { DocsLayout } from 'fumadocs-ui/layouts/docs'
 import { RootProvider } from 'fumadocs-ui/provider/next'
-import { ExternalLink, GithubIcon } from 'lucide-react'
-import { Inter } from 'next/font/google'
+import { Geist_Mono, Inter } from 'next/font/google'
 import Image from 'next/image'
-import Link from 'next/link'
-import { LanguageDropdown } from '@/components/ui/language-dropdown'
+import {
+  SidebarFolder,
+  SidebarItem,
+  SidebarSeparator,
+} from '@/components/docs-layout/sidebar-components'
+import { Navbar } from '@/components/navbar/navbar'
 import { i18n } from '@/lib/i18n'
 import { source } from '@/lib/source'
 import '../global.css'
@@ -14,6 +17,12 @@ import { Analytics } from '@vercel/analytics/next'
 
 const inter = Inter({
   subsets: ['latin'],
+  variable: '--font-geist-sans',
+})
+
+const geistMono = Geist_Mono({
+  subsets: ['latin'],
+  variable: '--font-geist-mono',
 })
 
 const { provider } = defineI18nUI(i18n, {
@@ -27,25 +36,18 @@ const { provider } = defineI18nUI(i18n, {
     fr: {
       displayName: 'Français',
     },
+    de: {
+      displayName: 'Deutsch',
+    },
+    ja: {
+      displayName: '日本語',
+    },
     zh: {
       displayName: '简体中文',
     },
   },
 })
 
-const GitHubLink = () => (
-  <div className='fixed right-4 bottom-4 z-50'>
-    <Link
-      href='https://github.com/simstudioai/sim'
-      target='_blank'
-      rel='noopener noreferrer'
-      className='flex h-8 w-8 items-center justify-center rounded-full border border-border bg-background transition-colors hover:bg-muted'
-    >
-      <GithubIcon className='h-4 w-4' />
-    </Link>
-  </div>
-)
-
 type LayoutProps = {
   children: ReactNode
   params: Promise<{ lang: string }>
@@ -54,43 +56,82 @@ type LayoutProps = {
 export default async function Layout({ children, params }: LayoutProps) {
   const { lang } = await params
 
+  const structuredData = {
+    '@context': 'https://schema.org',
+    '@type': 'WebSite',
+    name: 'Sim Documentation',
+    description:
+      'Comprehensive documentation for Sim - the visual workflow builder for AI Agent Workflows.',
+    url: 'https://docs.sim.ai',
+    publisher: {
+      '@type': 'Organization',
+      name: 'Sim',
+      url: 'https://sim.ai',
+      logo: {
+        '@type': 'ImageObject',
+        url: 'https://docs.sim.ai/static/logo.png',
+      },
+    },
+    inLanguage: lang,
+    potentialAction: {
+      '@type': 'SearchAction',
+      target: {
+        '@type': 'EntryPoint',
+        urlTemplate: 'https://docs.sim.ai/api/search?q={search_term_string}',
+      },
+      'query-input': 'required name=search_term_string',
+    },
+  }
+
   return (
-    <html lang={lang} className={inter.className} suppressHydrationWarning>
-      <body className='flex min-h-screen flex-col'>
+    <html
+      lang={lang}
+      className={`${inter.variable} ${geistMono.variable}`}
+      suppressHydrationWarning
+    >
+      <head>
+        <script
+          type='application/ld+json'
+          dangerouslySetInnerHTML={{ __html: JSON.stringify(structuredData) }}
+        />
+      </head>
+      <body className='flex min-h-screen flex-col font-sans'>
         <RootProvider i18n={provider(lang)}>
+          <Navbar />
           <DocsLayout
             tree={source.pageTree[lang]}
+            themeSwitch={{
+              enabled: false,
+            }}
             nav={{
               title: (
-                <div className='flex items-center gap-3'>
-                  <Image
-                    src='/static/logo.png'
-                    alt='Sim'
-                    width={60}
-                    height={24}
-                    className='h-6 w-auto'
-                  />
-                  <LanguageDropdown />
-                </div>
+                <Image
+                  src='/static/logo.png'
+                  alt='Sim'
+                  width={72}
+                  height={28}
+                  className='h-7 w-auto'
+                  priority
+                />
               ),
             }}
-            links={[
-              {
-                text: 'Visit Sim',
-                url: 'https://sim.ai',
-                icon: <ExternalLink className='h-4 w-4' />,
-              },
-            ]}
             sidebar={{
               defaultOpenLevel: 0,
-              collapsible: true,
+              collapsible: false,
               footer: null,
               banner: null,
+              components: {
+                Item: SidebarItem,
+                Folder: SidebarFolder,
+                Separator: SidebarSeparator,
+              },
+            }}
+            containerProps={{
+              className: '!pt-10',
             }}
           >
             {children}
           </DocsLayout>
-          <GitHubLink />
           <Analytics />
         </RootProvider>
       </body>

apps/docs/app/global.css

@@ -4,6 +4,19 @@
 
 @theme {
   --color-fd-primary: #802fff; /* Purple from control-bar component */
+  --font-geist-sans: var(--font-geist-sans);
+  --font-geist-mono: var(--font-geist-mono);
+}
+
+/* Font family utilities */
+.font-sans {
+  font-family: var(--font-geist-sans), ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont,
+    "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;
+}
+
+.font-mono {
+  font-family: var(--font-geist-mono), ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas,
+    "Liberation Mono", "Courier New", monospace;
 }
 
 /* Target any potential border classes */
@@ -15,139 +28,426 @@
 :root {
   --fd-border: transparent !important;
   --fd-border-sidebar: transparent !important;
+  --fd-nav-height: 64px; /* Custom navbar height (h-16 = 4rem = 64px) */
+  /* Content container width used to center main content */
+  --spacing-fd-container: 1400px;
+  /* Edge gutter = leftover space on each side of centered container */
+  --edge-gutter: max(1rem, calc((100vw - var(--spacing-fd-container)) / 2));
+  /* Shift the sidebar slightly left from the content edge for extra breathing room */
+  --sidebar-shift: 90px;
+  --sidebar-offset: max(0px, calc(var(--edge-gutter) - var(--sidebar-shift)));
+  --toc-offset: var(--edge-gutter);
+  /* Sidebar and TOC have 20px internal padding - navbar accounts for this directly */
+  /* Extra gap between sidebar/TOC and the main text content */
+  --content-gap: 1.75rem;
 }
 
-/* Sidebar improvements for cleaner design */
-[data-sidebar] {
-  --fd-sidebar-width: 280px;
-  background-color: rgb(255 255 255);
-  padding-top: 16px;
+/* Remove custom layout variable overrides to fallback to fumadocs defaults */
+
+/* ============================================
+   Navbar Light Mode Styling
+   ============================================ */
+
+/* Light mode navbar and search styling */
+:root:not(.dark) nav {
+  background-color: hsla(0, 0%, 96%, 0.92) !important;
+  backdrop-filter: blur(25px) saturate(180%) brightness(1.05) !important;
+  -webkit-backdrop-filter: blur(25px) saturate(180%) brightness(1.05) !important;
 }
 
-/* Clean sidebar container */
-[data-sidebar] > div {
-  padding: 0 16px;
+:root:not(.dark) nav button[type="button"] {
+  background-color: hsla(0, 0%, 93%, 0.85) !important;
+  backdrop-filter: blur(33px) saturate(180%) !important;
+  -webkit-backdrop-filter: blur(33px) saturate(180%) !important;
+  color: rgba(0, 0, 0, 0.6) !important;
 }
 
-/* Section headers/separators styling */
-[data-sidebar] .text-sm.font-medium.text-muted-foreground,
-[data-sidebar] [data-separator] {
-  font-size: 11px;
-  font-weight: 600;
-  text-transform: uppercase;
-  letter-spacing: 0.05em;
-  margin-top: 20px;
-  margin-bottom: 6px;
-  padding-left: 12px;
-  padding-right: 12px;
-  color: rgb(115 115 115);
-  border: none;
-  background: none;
+:root:not(.dark) nav button[type="button"] kbd {
+  color: rgba(0, 0, 0, 0.6) !important;
 }
 
-/* First separator should have less top margin */
-[data-sidebar] [data-separator]:first-of-type {
-  margin-top: 12px;
+/* ============================================
+   Custom Sidebar Styling (Turborepo-inspired)
+   ============================================ */
+
+/* Floating sidebar appearance - remove background */
+[data-sidebar-container],
+#nd-sidebar {
+  background: transparent !important;
+  background-color: transparent !important;
+  border: none !important;
+  --color-fd-muted: transparent !important;
+  --color-fd-card: transparent !important;
+  --color-fd-secondary: transparent !important;
 }
 
-/* Clean sidebar item styling */
-[data-sidebar] a {
-  padding: 8px 12px;
-  margin: 1px 0;
-  border-radius: 6px;
-  font-size: 14px;
-  font-weight: 400;
-  line-height: 1.4;
-  transition: all 0.15s ease;
+aside[data-sidebar],
+aside#nd-sidebar {
+  background: transparent !important;
+  background-color: transparent !important;
+  border: none !important;
+  border-right: none !important;
+}
+
+/* Responsive sidebar positioning */
+/* Mobile: Fumadocs handles drawer */
+@media (min-width: 768px) and (max-width: 1024px) {
+  aside[data-sidebar],
+  aside#nd-sidebar {
+    left: var(--sidebar-offset) !important;
+  }
+}
+
+/* Desktop layout alignment */
+@media (min-width: 1025px) {
+  [data-sidebar-container] {
+    margin-left: var(--sidebar-offset) !important;
+  }
+  aside[data-sidebar],
+  aside#nd-sidebar {
+    left: var(--sidebar-offset) !important;
+  }
+  [data-toc] {
+    margin-right: var(--toc-offset) !important;
+  }
+}
+
+/* Sidebar spacing - compact like turborepo */
+[data-sidebar-viewport] {
+  padding: 0.5rem 20px 12px;
+  background: transparent !important;
+  background-color: transparent !important;
+}
+
+/* Override sidebar item styling to match Raindrop */
+/* Target Link and button elements in sidebar - override Fumadocs itemVariants */
+/* Exclude the small chevron-only toggle buttons */
+#nd-sidebar a,
+#nd-sidebar button:not([aria-label*="ollapse"]):not([aria-label*="xpand"]) {
+  font-size: 0.9375rem !important; /* 15px to match Raindrop */
+  line-height: 1.4 !important;
+  padding: 0.5rem 0.75rem !important; /* More compact like Raindrop */
+  font-weight: 400 !important;
+  border-radius: 0.75rem !important; /* More rounded like Raindrop */
+  font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial,
+    sans-serif !important;
+}
+
+/* Dark mode sidebar text */
+.dark #nd-sidebar a,
+.dark #nd-sidebar button:not([aria-label*="ollapse"]):not([aria-label*="xpand"]) {
+  color: rgba(255, 255, 255, 0.6) !important;
+}
+
+/* Light mode sidebar text */
+:root:not(.dark) #nd-sidebar a,
+:root:not(.dark) #nd-sidebar button:not([aria-label*="ollapse"]):not([aria-label*="xpand"]) {
+  color: rgba(0, 0, 0, 0.6) !important;
+}
+
+/* Make sure chevron icons are visible and properly styled */
+#nd-sidebar svg {
+  display: inline-block !important;
+  opacity: 0.6 !important;
+  flex-shrink: 0 !important;
+  width: 0.75rem !important;
+  height: 0.75rem !important;
+}
+
+/* Ensure the small chevron toggle buttons are visible */
+#nd-sidebar button[aria-label*="ollapse"],
+#nd-sidebar button[aria-label*="xpand"] {
+  display: flex !important;
+  opacity: 1 !important;
+  padding: 0.25rem !important;
+}
+
+/* Root-level spacing now handled by [data-sidebar-viewport] > * rule below */
+
+/* Add tiny gap between nested items */
+#nd-sidebar ul li {
+  margin-bottom: 0.0625rem !important;
+}
+
+#nd-sidebar ul li:last-child {
+  margin-bottom: 0 !important;
+}
+
+/* Section headers should be slightly larger */
+[data-sidebar-viewport] [data-separator] {
+  font-size: 0.75rem !important;
+  font-weight: 600 !important;
+  text-transform: uppercase !important;
+  letter-spacing: 0.05em !important;
+}
+
+/* Override active state (NO PURPLE) */
+#nd-sidebar a[data-active="true"],
+#nd-sidebar button[data-active="true"],
+#nd-sidebar a.bg-fd-primary\/10,
+#nd-sidebar a.text-fd-primary,
+#nd-sidebar a[class*="bg-fd-primary"],
+#nd-sidebar a[class*="text-fd-primary"],
+/* Override custom sidebar purple classes */
+  #nd-sidebar
+  a.bg-purple-50\/80,
+#nd-sidebar a.text-purple-600,
+#nd-sidebar a[class*="bg-purple"],
+#nd-sidebar a[class*="text-purple"] {
+  background-image: none !important;
+}
+
+/* Dark mode active state */
+.dark #nd-sidebar a[data-active="true"],
+.dark #nd-sidebar button[data-active="true"],
+.dark #nd-sidebar a.bg-fd-primary\/10,
+.dark #nd-sidebar a.text-fd-primary,
+.dark #nd-sidebar a[class*="bg-fd-primary"],
+.dark #nd-sidebar a[class*="text-fd-primary"],
+.dark #nd-sidebar a.bg-purple-50\/80,
+.dark #nd-sidebar a.text-purple-600,
+.dark #nd-sidebar a[class*="bg-purple"],
+.dark #nd-sidebar a[class*="text-purple"] {
+  background-color: rgba(255, 255, 255, 0.15) !important;
+  color: rgba(255, 255, 255, 1) !important;
+}
+
+/* Light mode active state */
+:root:not(.dark) #nd-sidebar a[data-active="true"],
+:root:not(.dark) #nd-sidebar button[data-active="true"],
+:root:not(.dark) #nd-sidebar a.bg-fd-primary\/10,
+:root:not(.dark) #nd-sidebar a.text-fd-primary,
+:root:not(.dark) #nd-sidebar a[class*="bg-fd-primary"],
+:root:not(.dark) #nd-sidebar a[class*="text-fd-primary"],
+:root:not(.dark) #nd-sidebar a.bg-purple-50\/80,
+:root:not(.dark) #nd-sidebar a.text-purple-600,
+:root:not(.dark) #nd-sidebar a[class*="bg-purple"],
+:root:not(.dark) #nd-sidebar a[class*="text-purple"] {
+  background-color: rgba(0, 0, 0, 0.1) !important;
+  color: rgba(0, 0, 0, 1) !important;
+}
+
+/* Dark mode hover state */
+.dark #nd-sidebar a:hover:not([data-active="true"]),
+.dark #nd-sidebar button:hover:not([data-active="true"]) {
+  background-color: rgba(255, 255, 255, 0.08) !important;
+}
+
+/* Light mode hover state */
+:root:not(.dark) #nd-sidebar a:hover:not([data-active="true"]),
+:root:not(.dark) #nd-sidebar button:hover:not([data-active="true"]) {
+  background-color: rgba(0, 0, 0, 0.06) !important;
+}
+
+/* Dark mode - ensure active/selected items don't change on hover */
+.dark #nd-sidebar a.bg-purple-50\/80:hover,
+.dark #nd-sidebar a[class*="bg-purple"]:hover,
+.dark #nd-sidebar a[data-active="true"]:hover,
+.dark #nd-sidebar button[data-active="true"]:hover {
+  background-color: rgba(255, 255, 255, 0.15) !important;
+  color: rgba(255, 255, 255, 1) !important;
+}
+
+/* Light mode - ensure active/selected items don't change on hover */
+:root:not(.dark) #nd-sidebar a.bg-purple-50\/80:hover,
+:root:not(.dark) #nd-sidebar a[class*="bg-purple"]:hover,
+:root:not(.dark) #nd-sidebar a[data-active="true"]:hover,
+:root:not(.dark) #nd-sidebar button[data-active="true"]:hover {
+  background-color: rgba(0, 0, 0, 0.1) !important;
+  color: rgba(0, 0, 0, 1) !important;
+}
+
+/* Hide search, platform, and collapse button from sidebar completely */
+[data-sidebar] [data-search],
+[data-sidebar] .search-toggle,
+#nd-sidebar [data-search],
+#nd-sidebar .search-toggle,
+[data-sidebar-viewport] [data-search],
+[data-sidebar-viewport] button[data-search],
+aside[data-sidebar] [role="button"]:has([data-search]),
+aside[data-sidebar] > div > button:first-child,
+#nd-sidebar > div > button:first-child,
+[data-sidebar] a[href*="sim.ai"],
+#nd-sidebar a[href*="sim.ai"],
+[data-sidebar-viewport] a[href*="sim.ai"],
+/* Hide search buttons (but NOT folder chevron buttons) */
+  aside[data-sidebar] > div:first-child
+  > button:not([aria-label="Collapse"]):not([aria-label="Expand"]),
+#nd-sidebar > div:first-child > button:not([aria-label="Collapse"]):not([aria-label="Expand"]),
+/* Hide sidebar collapse button (panel icon) - direct children only */
+aside[data-sidebar] > button:first-of-type:not([aria-label="Collapse"]):not([aria-label="Expand"]),
+[data-sidebar]
+  > button[type="button"]:first-of-type:not([aria-label="Collapse"]):not([aria-label="Expand"]),
+button[data-collapse]:not([aria-label="Collapse"]):not([aria-label="Expand"]),
+[data-sidebar-header] button,
+/* Hide theme toggle from sidebar footer */
+aside[data-sidebar] [data-theme-toggle],
+[data-sidebar-footer],
+[data-sidebar] footer,
+footer button[aria-label*="heme"],
+aside[data-sidebar] > div:last-child:has(button[aria-label*="heme"]),
+aside[data-sidebar] button[aria-label*="heme"],
+[data-sidebar] button[aria-label*="Theme"],
+/* Additional theme toggle selectors */
+  aside[data-sidebar] > *:last-child
+  button,
+[data-sidebar-viewport] ~ *,
+aside[data-sidebar] > div:not([data-sidebar-viewport]),
+/* Aggressive theme toggle hiding */
+aside[data-sidebar] svg[class*="sun"],
+aside[data-sidebar] svg[class*="moon"],
+aside[data-sidebar] button[type="button"]:last-child,
+aside button:has(svg:only-child),
+[data-sidebar] div:has(> button[type="button"]:only-child:last-child),
+/* Hide theme toggle and other non-content elements */
+aside[data-sidebar] > *:not([data-sidebar-viewport]) {
+  display: none !important;
+  visibility: hidden !important;
+  opacity: 0 !important;
+  height: 0 !important;
+  max-height: 0 !important;
+  overflow: hidden !important;
+  pointer-events: none !important;
+  position: absolute !important;
+  left: -9999px !important;
+}
+
+/* Desktop only: Hide sidebar toggle buttons and nav title/logo (keep visible on mobile) */
+@media (min-width: 1025px) {
+  [data-sidebar-container] > button,
+  [data-sidebar-container] [data-toggle],
+  aside[data-sidebar] [data-sidebar-toggle],
+  button[data-sidebar-toggle],
+  nav button[data-sidebar-toggle],
+  button[aria-label="Toggle Sidebar"],
+  button[aria-label="Collapse Sidebar"],
+  /* Hide nav title/logo in sidebar on desktop - target all possible locations */
+  aside[data-sidebar] a[href="/"],
+  aside[data-sidebar] a[href="/"] img,
+  aside[data-sidebar] > a:first-child,
+  aside[data-sidebar] > div > a:first-child,
+  aside[data-sidebar] img[alt="Sim"],
+  [data-sidebar-header],
+  [data-sidebar] [data-title],
+  #nd-sidebar > a:first-child,
+  #nd-sidebar > div:first-child > a:first-child,
+  #nd-sidebar img[alt="Sim"] {
+    display: none !important;
+    visibility: hidden !important;
+    height: 0 !important;
+    max-height: 0 !important;
+    overflow: hidden !important;
+  }
+}
+
+/* Extra aggressive - hide everything after the viewport */
+aside[data-sidebar] [data-sidebar-viewport] ~ * {
+  display: none !important;
+}
+
+/* Tighter spacing for sidebar content */
+[data-sidebar-viewport] > * {
+  margin-bottom: 0.0625rem;
+}
+
+[data-sidebar-viewport] > *:last-child {
+  margin-bottom: 0;
+}
+
+[data-sidebar-viewport] ul {
+  margin: 0;
+  padding: 0;
+}
+
+/* Ensure sidebar starts with content immediately */
+aside[data-sidebar] > div:first-child {
+  padding-top: 0;
+}
+
+/* Remove all sidebar borders and backgrounds */
+[data-sidebar-container],
+aside[data-sidebar],
+[data-sidebar],
+[data-sidebar] *,
+#nd-sidebar,
+#nd-sidebar * {
+  border: none !important;
+  border-right: none !important;
+  border-left: none !important;
+  border-top: none !important;
+  border-bottom: none !important;
+}
+
+/* Override fumadocs background colors for sidebar */
+.dark #nd-sidebar,
+.dark [data-sidebar-container],
+.dark aside[data-sidebar] {
+  --color-fd-muted: transparent !important;
+  --color-fd-secondary: transparent !important;
+  background: transparent !important;
+  background-color: transparent !important;
+}
+
+/* Force normal text flow in sidebar */
+[data-sidebar],
+[data-sidebar] *,
+[data-sidebar-viewport],
+[data-sidebar-viewport] * {
+  writing-mode: horizontal-tb !important;
+}
+
+/* ============================================
+   Code Block Styling (Improved)
+   ============================================ */
+
+/* Apply Geist Mono to code elements */
+code,
+pre,
+pre code {
+  font-family: var(--font-geist-mono), ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas,
+    "Liberation Mono", "Courier New", monospace;
+}
+
+/* Inline code */
+:not(pre) > code {
+  padding: 0.2em 0.4em;
+  border-radius: 0.25rem;
+  font-size: 0.875em;
+  font-weight: 500;
+}
+
+/* Light mode inline code */
+:root:not(.dark) :not(pre) > code {
+  background-color: rgb(243 244 246);
+  color: rgb(220 38 38);
+  border: 1px solid rgb(229 231 235);
+}
+
+/* Dark mode inline code */
+.dark :not(pre) > code {
+  background-color: rgb(31 41 55);
+  color: rgb(248 113 113);
+  border: 1px solid rgb(55 65 81);
+}
+
+/* Code block container improvements */
+pre {
+  font-size: 0.875rem;
+  line-height: 1.7;
+  tab-size: 2;
+  -webkit-overflow-scrolling: touch;
+}
+
+pre code {
   display: block;
-  color: rgb(71 85 105);
-  text-decoration: none;
+  width: fit-content;
+  min-width: 100%;
 }
 
-[data-sidebar] a[data-active="true"] {
-  background-color: rgba(128, 47, 255, 0.08);
-  color: var(--color-fd-primary);
-  font-weight: 500;
-}
-
-[data-sidebar] a:hover:not([data-active="true"]) {
-  background-color: rgb(248 250 252);
-  color: rgb(51 65 85);
-}
-
-/* Improve spacing between sidebar items */
-[data-sidebar] nav > * + * {
-  margin-top: 2px;
-}
-
-/* Section group styling */
-[data-sidebar] [data-folder] {
-  margin-bottom: 4px;
-}
-
-[data-sidebar] [data-folder] > div:first-child {
-  font-weight: 500;
-  font-size: 13px;
-  color: rgb(15 23 42);
-  padding: 6px 12px;
-  margin-bottom: 4px;
-}
-
-/* Clean up folder toggle buttons */
-[data-sidebar] button[data-folder-toggle] {
-  padding: 4px 8px 4px 12px;
-  border-radius: 6px;
-  font-size: 13px;
-  font-weight: 500;
-  color: rgb(51 65 85);
-}
-
-[data-sidebar] button[data-folder-toggle]:hover {
-  background-color: rgb(248 250 252);
-}
-
-/* Nested item indentation */
-[data-sidebar] [data-folder] a {
-  padding-left: 24px;
-  font-size: 14px;
-}
-
-/* Dark mode adjustments */
-@media (prefers-color-scheme: dark) {
-  [data-sidebar] {
-    background-color: rgb(2 8 23);
-  }
-
-  [data-sidebar] a {
-    color: rgb(148 163 184);
-  }
-
-  [data-sidebar] a:hover:not([data-active="true"]) {
-    background-color: rgb(30 41 59);
-    color: rgb(226 232 240);
-  }
-
-  [data-sidebar] a[data-active="true"] {
-    background-color: rgba(128, 47, 255, 0.15);
-    color: var(--color-fd-primary);
-  }
-
-  [data-sidebar] .text-sm.font-medium.text-muted-foreground,
-  [data-sidebar] [data-separator] {
-    color: rgb(148 163 184);
-  }
-
-  [data-sidebar] [data-folder] > div:first-child {
-    color: rgb(226 232 240);
-  }
-
-  [data-sidebar] button[data-folder-toggle] {
-    color: rgb(148 163 184);
-  }
-
-  [data-sidebar] button[data-folder-toggle]:hover {
-    background-color: rgb(30 41 59);
-  }
+/* Syntax highlighting adjustments for better readability */
+pre code .line {
+  padding-left: 0;
+  padding-right: 0;
 }
 
 /* Custom text highlighting styles */
@@ -162,15 +462,54 @@
 
 /* Add bottom spacing to prevent abrupt page endings */
 [data-content] {
+  padding-top: 1.5rem !important;
   padding-bottom: 4rem;
 }
 
 /* Alternative fallback for different Fumadocs versions */
 main article,
 .docs-page main {
+  padding-top: 1.5rem !important;
   padding-bottom: 4rem;
 }
 
+/* ============================================
+   Center and Constrain Main Content Width
+   ============================================ */
+
+/* Main content area - center and constrain like turborepo/raindrop */
+main[data-main] {
+  max-width: var(--spacing-fd-container, 1400px);
+  margin-left: auto;
+  margin-right: auto;
+  padding-top: 1rem;
+  padding-left: calc(var(--sidebar-offset) + var(--content-gap));
+  padding-right: calc(var(--toc-offset) + var(--content-gap));
+  order: 1 !important;
+}
+
+/* Adjust for smaller screens */
+@media (max-width: 768px) {
+  main[data-main] {
+    padding-left: 1rem;
+    padding-right: 1rem;
+  }
+}
+
+/* Ensure docs page content is properly constrained */
+[data-docs-page] {
+  max-width: 1400px;
+  margin-left: auto;
+  margin-right: auto;
+  padding-top: 1.5rem !important;
+}
+
+/* Override Fumadocs default content padding */
+article[data-content],
+div[data-content] {
+  padding-top: 1.5rem !important;
+}
+
 /* Remove any unwanted borders/outlines from video elements */
 video {
   outline: none !important;

apps/docs/app/layout.tsx

@@ -22,9 +22,15 @@ export const metadata = {
     'drag and drop workflows',
     'AI integrations',
     'workflow canvas',
-    'AI development platform',
+    'AI Agent Workflow Builder',
+    'workflow orchestration',
+    'agent builder',
+    'AI workflow automation',
+    'visual programming',
   ],
   authors: [{ name: 'Sim Team', url: 'https://sim.ai' }],
+  creator: 'Sim',
+  publisher: 'Sim',
   category: 'Developer Tools',
   classification: 'Developer Documentation',
   manifest: '/favicon/site.webmanifest',
@@ -44,7 +50,7 @@ export const metadata = {
   openGraph: {
     type: 'website',
     locale: 'en_US',
-    alternateLocale: ['fr_FR', 'zh_CN'],
+    alternateLocale: ['es_ES', 'fr_FR', 'de_DE', 'ja_JP', 'zh_CN'],
     url: 'https://docs.sim.ai',
     siteName: 'Sim Documentation',
     title: 'Sim Documentation - Visual Workflow Builder for AI Applications',
@@ -52,11 +58,13 @@ export const metadata = {
       'Comprehensive documentation for Sim - the visual workflow builder for AI applications. Create powerful AI agents, automation workflows, and data processing pipelines.',
   },
   twitter: {
-    card: 'summary',
+    card: 'summary_large_image',
     title: 'Sim Documentation - Visual Workflow Builder for AI Applications',
     description:
       'Comprehensive documentation for Sim - the visual workflow builder for AI applications.',
-    creator: '@sim_ai',
+    creator: '@simdotai',
+    site: '@simdotai',
+    images: ['/og-image.png'],
   },
   robots: {
     index: true,
@@ -72,9 +80,13 @@ export const metadata = {
   alternates: {
     canonical: 'https://docs.sim.ai',
     languages: {
-      en: '/en',
-      fr: '/fr',
-      zh: '/zh',
+      'x-default': 'https://docs.sim.ai',
+      en: 'https://docs.sim.ai',
+      es: 'https://docs.sim.ai/es',
+      fr: 'https://docs.sim.ai/fr',
+      de: 'https://docs.sim.ai/de',
+      ja: 'https://docs.sim.ai/ja',
+      zh: 'https://docs.sim.ai/zh',
     },
   },
 }

apps/docs/app/llms-full.txt/route.ts

@@ -0,0 +1,31 @@
+import { getLLMText } from '@/lib/llms'
+import { source } from '@/lib/source'
+
+export const revalidate = false
+
+export async function GET() {
+  try {
+    const pages = source.getPages().filter((page) => {
+      if (!page || !page.data || !page.url) return false
+
+      const pathParts = page.url.split('/').filter(Boolean)
+      const hasLangPrefix = pathParts[0] && ['es', 'fr', 'de', 'ja', 'zh'].includes(pathParts[0])
+
+      return !hasLangPrefix
+    })
+
+    const scan = pages.map((page) => getLLMText(page))
+    const scanned = await Promise.all(scan)
+
+    const filtered = scanned.filter((text) => text && text.length > 0)
+
+    return new Response(filtered.join('\n\n---\n\n'), {
+      headers: {
+        'Content-Type': 'text/plain; charset=utf-8',
+      },
+    })
+  } catch (error) {
+    console.error('Error generating LLM full text:', error)
+    return new Response('Error generating full documentation text', { status: 500 })
+  }
+}

apps/docs/app/llms.txt/route.ts

@@ -1,11 +1,87 @@
-import { getLLMText } from '@/lib/llms'
 import { source } from '@/lib/source'
 
 export const revalidate = false
 
 export async function GET() {
-  const scan = source.getPages().map(getLLMText)
-  const scanned = await Promise.all(scan)
+  const baseUrl = 'https://docs.sim.ai'
 
-  return new Response(scanned.join('\n\n'))
+  try {
+    const pages = source.getPages().filter((page) => {
+      if (!page || !page.data || !page.url) return false
+
+      const pathParts = page.url.split('/').filter(Boolean)
+      const hasLangPrefix = pathParts[0] && ['es', 'fr', 'de', 'ja', 'zh'].includes(pathParts[0])
+
+      return !hasLangPrefix
+    })
+
+    const sections: Record<string, Array<{ title: string; url: string; description?: string }>> = {}
+
+    pages.forEach((page) => {
+      const pathParts = page.url.split('/').filter(Boolean)
+      const section =
+        pathParts[0] && ['en', 'es', 'fr', 'de', 'ja', 'zh'].includes(pathParts[0])
+          ? pathParts[1] || 'root'
+          : pathParts[0] || 'root'
+
+      if (!sections[section]) {
+        sections[section] = []
+      }
+
+      sections[section].push({
+        title: page.data.title || 'Untitled',
+        url: `${baseUrl}${page.url}`,
+        description: page.data.description,
+      })
+    })
+
+    const manifest = `# Sim Documentation
+
+> Visual Workflow Builder for AI Applications
+
+Sim is a visual workflow builder for AI applications that lets you build AI agent workflows visually. Create powerful AI agents, automation workflows, and data processing pipelines by connecting blocks on a canvas—no coding required.
+
+## Documentation Overview
+
+This file provides an overview of our documentation. For full content of all pages, see ${baseUrl}/llms-full.txt
+
+## Main Sections
+
+${Object.entries(sections)
+  .map(([section, items]) => {
+    const sectionTitle = section
+      .split('-')
+      .map((word) => word.charAt(0).toUpperCase() + word.slice(1))
+      .join(' ')
+    return `### ${sectionTitle}\n\n${items.map((item) => `- ${item.title}: ${item.url}${item.description ? `\n  ${item.description}` : ''}`).join('\n')}`
+  })
+  .join('\n\n')}
+
+## Additional Resources
+
+- Full documentation content: ${baseUrl}/llms-full.txt
+- Individual page content: ${baseUrl}/llms.mdx/[page-path]
+- API documentation: ${baseUrl}/sdks/
+- Tool integrations: ${baseUrl}/tools/
+
+## Statistics
+
+- Total pages: ${pages.length} (English only)
+- Other languages available at: ${baseUrl}/[lang]/ (es, fr, de, ja, zh)
+
+---
+
+Generated: ${new Date().toISOString()}
+Format: llms.txt v0.1.0
+See: https://llmstxt.org for specification`
+
+    return new Response(manifest, {
+      headers: {
+        'Content-Type': 'text/plain; charset=utf-8',
+      },
+    })
+  } catch (error) {
+    console.error('Error generating LLM manifest:', error)
+    return new Response('Error generating documentation manifest', { status: 500 })
+  }
 }

apps/docs/app/robots.txt/route.ts

@@ -9,14 +9,26 @@ export async function GET() {
 User-agent: *
 Allow: /
 
-# Allow all well-behaved crawlers
+# Search engine crawlers
 User-agent: Googlebot
 Allow: /
 
 User-agent: Bingbot
 Allow: /
 
-# AI and LLM crawlers
+User-agent: Slurp
+Allow: /
+
+User-agent: DuckDuckBot
+Allow: /
+
+User-agent: Baiduspider
+Allow: /
+
+User-agent: YandexBot
+Allow: /
+
+# AI and LLM crawlers - explicitly allowed for documentation indexing
 User-agent: GPTBot
 Allow: /
 
@@ -32,6 +44,21 @@ Allow: /
 User-agent: Claude-Web
 Allow: /
 
+User-agent: Applebot
+Allow: /
+
+User-agent: PerplexityBot
+Allow: /
+
+User-agent: Diffbot
+Allow: /
+
+User-agent: FacebookBot
+Allow: /
+
+User-agent: cohere-ai
+Allow: /
+
 # Disallow admin and internal paths (if any exist)
 Disallow: /.next/
 Disallow: /api/internal/
@@ -41,14 +68,29 @@ Disallow: /admin/
 # Allow but don't prioritize these
 Allow: /api/search
 Allow: /llms.txt
+Allow: /llms-full.txt
 Allow: /llms.mdx/
 
 # Sitemaps
 Sitemap: ${baseUrl}/sitemap.xml
 
+# Crawl delay for aggressive bots (optional)
+# Crawl-delay: 1
+
 # Additional resources for AI indexing
 # See https://github.com/AnswerDotAI/llms-txt for more info
-# LLM-friendly content available at: ${baseUrl}/llms.txt`
+# LLM-friendly content:
+#   Manifest: ${baseUrl}/llms.txt
+#   Full content: ${baseUrl}/llms-full.txt
+#   Individual pages: ${baseUrl}/llms.mdx/[page-path]
+
+# Multi-language documentation available at:
+# ${baseUrl}/en - English
+# ${baseUrl}/es - Español
+# ${baseUrl}/fr - Français
+# ${baseUrl}/de - Deutsch
+# ${baseUrl}/ja - 日本語
+# ${baseUrl}/zh - 简体中文`
 
   return new Response(robotsTxt, {
     headers: {

apps/docs/app/sitemap.xml/route.ts

@@ -8,6 +8,14 @@ export async function GET() {
 
   const allPages = source.getPages()
 
+  const getPriority = (url: string): string => {
+    if (url === '/introduction' || url === '/') return '1.0'
+    if (url === '/getting-started') return '0.9'
+    if (url.match(/^\/[^/]+$/)) return '0.8'
+    if (url.includes('/sdks/') || url.includes('/tools/')) return '0.7'
+    return '0.6'
+  }
+
   const urls = allPages
     .flatMap((page) => {
       const urlWithoutLang = page.url.replace(/^\/[a-z]{2}\//, '/')
@@ -22,7 +30,7 @@ export async function GET() {
     <loc>${url}</loc>
     <lastmod>${new Date().toISOString().split('T')[0]}</lastmod>
     <changefreq>weekly</changefreq>
-    <priority>${urlWithoutLang === '/introduction' ? '1.0' : '0.8'}</priority>
+    <priority>${getPriority(urlWithoutLang)}</priority>
     ${i18n.languages.length > 1 ? generateAlternateLinks(baseUrl, urlWithoutLang) : ''}
   </url>`
       })
@@ -37,6 +45,7 @@ ${urls}
   return new Response(sitemap, {
     headers: {
       'Content-Type': 'application/xml',
+      'Cache-Control': 'public, max-age=3600, s-maxage=3600',
     },
   })
 }

apps/docs/components/docs-layout/sidebar-components.tsx

@@ -0,0 +1,134 @@
+'use client'
+
+import { type ReactNode, useState } from 'react'
+import type { PageTree } from 'fumadocs-core/server'
+import { ChevronRight } from 'lucide-react'
+import Link from 'next/link'
+import { usePathname } from 'next/navigation'
+import { cn } from '@/lib/utils'
+
+function isActive(url: string, pathname: string, nested = true): boolean {
+  return url === pathname || (nested && pathname.startsWith(`${url}/`))
+}
+
+export function SidebarItem({ item }: { item: PageTree.Item }) {
+  const pathname = usePathname()
+  const active = isActive(item.url, pathname, false)
+
+  return (
+    <li className='mb-[0.0625rem] list-none'>
+      <Link
+        href={item.url}
+        className={cn(
+          'block rounded-md px-2.5 py-1.5 font-normal text-[13px] leading-tight transition-colors',
+          'text-gray-600 dark:text-gray-400',
+          !active && 'hover:bg-gray-100/60 dark:hover:bg-gray-800/40',
+          active &&
+            'bg-purple-50/80 font-medium text-purple-600 dark:bg-purple-900/15 dark:text-purple-400'
+        )}
+      >
+        {item.name}
+      </Link>
+    </li>
+  )
+}
+
+export function SidebarFolder({
+  item,
+  level,
+  children,
+}: {
+  item: PageTree.Folder
+  level: number
+  children: ReactNode
+}) {
+  const pathname = usePathname()
+  const hasActiveChild = checkHasActiveChild(item, pathname)
+  const [open, setOpen] = useState(hasActiveChild)
+
+  return (
+    <li className='mb-[0.0625rem] list-none'>
+      {item.index ? (
+        <div className='flex items-center gap-0.5'>
+          <Link
+            href={item.index.url}
+            className={cn(
+              'block flex-1 rounded-md px-2.5 py-1.5 font-medium text-[13px] leading-tight transition-colors',
+              'text-gray-800 dark:text-gray-200',
+              !isActive(item.index.url, pathname, false) &&
+                'hover:bg-gray-100/60 dark:hover:bg-gray-800/40',
+              isActive(item.index.url, pathname, false) &&
+                'bg-purple-50/80 text-purple-600 dark:bg-purple-900/15 dark:text-purple-400'
+            )}
+          >
+            {item.name}
+          </Link>
+          <button
+            onClick={() => setOpen(!open)}
+            className='rounded p-1 transition-colors hover:bg-gray-100/60 dark:hover:bg-gray-800/40'
+            aria-label={open ? 'Collapse' : 'Expand'}
+          >
+            <ChevronRight
+              className={cn(
+                'h-3 w-3 text-gray-400 transition-transform duration-200 ease-in-out dark:text-gray-500',
+                open && 'rotate-90'
+              )}
+            />
+          </button>
+        </div>
+      ) : (
+        <button
+          onClick={() => setOpen(!open)}
+          className={cn(
+            'flex w-full items-center justify-between rounded-md px-2.5 py-1.5 text-left font-medium text-[13px] leading-tight transition-colors',
+            'hover:bg-gray-100/60 dark:hover:bg-gray-800/40',
+            'text-gray-800 dark:text-gray-200'
+          )}
+        >
+          <span>{item.name}</span>
+          <ChevronRight
+            className={cn(
+              'ml-auto h-3 w-3 flex-shrink-0 text-gray-400 transition-transform duration-200 ease-in-out dark:text-gray-500',
+              open && 'rotate-90'
+            )}
+          />
+        </button>
+      )}
+      <div
+        className={cn(
+          'overflow-hidden transition-all duration-200 ease-in-out',
+          open ? 'max-h-[10000px] opacity-100' : 'max-h-0 opacity-0'
+        )}
+      >
+        <ul className='mt-0.5 ml-2 space-y-[0.0625rem] border-gray-200/60 border-l pl-2.5 dark:border-gray-700/60'>
+          {children}
+        </ul>
+      </div>
+    </li>
+  )
+}
+
+export function SidebarSeparator({ item }: { item: PageTree.Separator }) {
+  return (
+    <p className='mt-4 mb-1.5 px-2.5 font-semibold text-[10px] text-gray-500/80 uppercase tracking-wide dark:text-gray-500'>
+      {item.name}
+    </p>
+  )
+}
+
+function checkHasActiveChild(node: PageTree.Folder, pathname: string): boolean {
+  if (node.index && isActive(node.index.url, pathname)) {
+    return true
+  }
+
+  for (const child of node.children) {
+    if (child.type === 'page' && isActive(child.url, pathname)) {
+      return true
+    }
+    if (child.type === 'folder' && checkHasActiveChild(child, pathname)) {
+      return true
+    }
+  }
+
+  return false
+}

apps/docs/components/navbar/navbar.tsx

@@ -0,0 +1,67 @@
+'use client'
+
+import Image from 'next/image'
+import Link from 'next/link'
+import { LanguageDropdown } from '@/components/ui/language-dropdown'
+import { SearchTrigger } from '@/components/ui/search-trigger'
+import { ThemeToggle } from '@/components/ui/theme-toggle'
+
+export function Navbar() {
+  return (
+    <nav
+      className='sticky top-0 z-50 border-border/50 border-b'
+      style={{
+        backgroundColor: 'hsla(0, 0%, 7.04%, 0.92)',
+        backdropFilter: 'blur(25px) saturate(180%) brightness(0.6)',
+        WebkitBackdropFilter: 'blur(25px) saturate(180%) brightness(0.6)',
+      }}
+    >
+      {/* Desktop: Single row layout */}
+      <div className='hidden h-16 w-full items-center lg:flex'>
+        <div
+          className='grid w-full grid-cols-[auto_1fr_auto] items-center'
+          style={{
+            paddingLeft: 'calc(var(--sidebar-offset) + 20px)',
+            paddingRight: 'calc(var(--toc-offset) + 20px)',
+          }}
+        >
+          {/* Left cluster: translate by sidebar delta to align with sidebar edge */}
+          <div className='flex items-center'>
+            <Link href='/' className='flex min-w-[100px] items-center'>
+              <Image
+                src='/static/logo.png'
+                alt='Sim'
+                width={72}
+                height={28}
+                className='h-7 w-auto'
+              />
+            </Link>
+          </div>
+
+          {/* Center cluster: search */}
+          <div className='flex flex-1 items-center justify-center pl-32'>
+            <SearchTrigger />
+          </div>
+
+          {/* Right cluster aligns with TOC edge using the same right gutter */}
+          <div className='flex items-center gap-4'>
+            <Link
+              href='https://sim.ai'
+              target='_blank'
+              rel='noopener noreferrer'
+              className='rounded-xl px-3 py-2 font-normal text-[0.9375rem] text-foreground/60 leading-[1.4] transition-colors hover:bg-foreground/8 hover:text-foreground'
+              style={{
+                fontFamily:
+                  '-apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif',
+              }}
+            >
+              Platform
+            </Link>
+            <LanguageDropdown />
+            <ThemeToggle />
+          </div>
+        </div>
+      </div>
+    </nav>
+  )
+}

apps/docs/components/structured-data.tsx

@@ -88,7 +88,7 @@ export function StructuredData({
       },
       'query-input': 'required name=search_term_string',
     },
-    inLanguage: ['en', 'fr', 'zh'],
+    inLanguage: ['en', 'es', 'fr', 'de', 'ja', 'zh'],
   }
 
   const faqStructuredData = title.toLowerCase().includes('faq') && {

apps/docs/components/ui/code-block.tsx

@@ -0,0 +1,50 @@
+'use client'
+
+import { useState } from 'react'
+import { CodeBlock as FumadocsCodeBlock } from 'fumadocs-ui/components/codeblock'
+import { Check, Copy } from 'lucide-react'
+import { cn } from '@/lib/utils'
+
+export function CodeBlock(props: React.ComponentProps<typeof FumadocsCodeBlock>) {
+  const [copied, setCopied] = useState(false)
+
+  const handleCopy = async (text: string) => {
+    await navigator.clipboard.writeText(text)
+    setCopied(true)
+    setTimeout(() => setCopied(false), 2000)
+  }
+
+  return (
+    <FumadocsCodeBlock
+      {...props}
+      Actions={({ children, className }) => (
+        <div className={cn('empty:hidden', className)}>
+          {/* Custom copy button */}
+          <button
+            type='button'
+            aria-label={copied ? 'Copied Text' : 'Copy Text'}
+            onClick={(e) => {
+              const pre = (e.currentTarget as HTMLElement)
+                .closest('.nd-codeblock')
+                ?.querySelector('pre')
+              if (pre) handleCopy(pre.textContent || '')
+            }}
+            className={cn(
+              'rounded-md p-2 transition-all',
+              'border border-border bg-background/80 hover:bg-muted',
+              'backdrop-blur-sm'
+            )}
+          >
+            <span className='flex items-center justify-center'>
+              {copied ? (
+                <Check size={16} className='text-green-600 dark:text-green-400' />
+              ) : (
+                <Copy size={16} className='text-muted-foreground' />
+              )}
+            </span>
+          </button>
+        </div>
+      )}
+    />
+  )
+}

apps/docs/components/ui/language-dropdown.tsx

@@ -1,7 +1,7 @@
 'use client'
 
 import { useEffect, useState } from 'react'
-import { Check, ChevronDown } from 'lucide-react'
+import { Check, ChevronRight } from 'lucide-react'
 import { useParams, usePathname, useRouter } from 'next/navigation'
 
 const languages = {
@@ -82,15 +82,14 @@ export function LanguageDropdown() {
         aria-haspopup='listbox'
         aria-expanded={isOpen}
         aria-controls='language-menu'
-        className='flex items-center gap-1.5 rounded-lg border border-border/30 bg-muted/40 px-2.5 py-1.5 text-sm shadow-sm backdrop-blur-sm transition-colors hover:bg-muted focus:outline-none focus-visible:ring-2 focus-visible:ring-ring'
+        className='flex items-center gap-1.5 rounded-xl px-3 py-2 font-normal text-[0.9375rem] text-foreground/60 leading-[1.4] transition-colors hover:bg-foreground/8 hover:text-foreground focus:outline-none focus-visible:ring-2 focus-visible:ring-ring'
+        style={{
+          fontFamily:
+            '-apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif',
+        }}
       >
-        <span className='text-sm'>{languages[currentLang as keyof typeof languages]?.flag}</span>
-        <span className='font-medium text-foreground'>
-          {languages[currentLang as keyof typeof languages]?.name}
-        </span>
-        <ChevronDown
-          className={`h-3 w-3 text-muted-foreground transition-transform ${isOpen ? 'rotate-180' : ''}`}
-        />
+        <span>{languages[currentLang as keyof typeof languages]?.name}</span>
+        <ChevronRight className='h-3.5 w-3.5' />
       </button>
 
       {isOpen && (
@@ -99,7 +98,7 @@ export function LanguageDropdown() {
           <div
             id='language-menu'
             role='listbox'
-            className='absolute top-full left-0 z-[1001] mt-1 max-h-[75vh] w-56 overflow-auto rounded-xl border border-border/50 bg-white shadow-2xl md:w-44 md:bg-background/95 md:backdrop-blur-md dark:bg-neutral-950 md:dark:bg-background/95'
+            className='absolute top-full right-0 z-[1001] mt-1 max-h-[75vh] w-56 overflow-auto rounded-xl border border-border/50 bg-white shadow-2xl md:w-44 md:bg-background/95 md:backdrop-blur-md dark:bg-neutral-950 md:dark:bg-background/95'
           >
             {Object.entries(languages).map(([code, lang]) => (
               <button

apps/docs/components/ui/search-trigger.tsx

@@ -0,0 +1,38 @@
+'use client'
+
+import { Search } from 'lucide-react'
+
+export function SearchTrigger() {
+  const handleClick = () => {
+    const event = new KeyboardEvent('keydown', {
+      key: 'k',
+      metaKey: true,
+      bubbles: true,
+    })
+    document.dispatchEvent(event)
+  }
+
+  return (
+    <button
+      type='button'
+      className='flex h-10 w-[460px] items-center gap-2 rounded-xl border border-border/50 px-3 py-2 text-sm backdrop-blur-xl transition-colors hover:border-border'
+      style={{
+        backgroundColor: 'hsla(0, 0%, 5%, 0.85)',
+        backdropFilter: 'blur(33px) saturate(180%)',
+        WebkitBackdropFilter: 'blur(33px) saturate(180%)',
+        color: 'rgba(255, 255, 255, 0.6)',
+      }}
+      onClick={handleClick}
+    >
+      <Search className='h-4 w-4' />
+      <span>Search...</span>
+      <kbd
+        className='ml-auto flex items-center gap-0.5 font-medium'
+        style={{ color: 'rgba(255, 255, 255, 0.6)' }}
+      >
+        <span style={{ fontSize: '15px', lineHeight: '1' }}>⌘</span>
+        <span style={{ fontSize: '13px', lineHeight: '1' }}>K</span>
+      </kbd>
+    </button>
+  )
+}

apps/docs/components/ui/theme-toggle.tsx

@@ -0,0 +1,32 @@
+'use client'
+
+import { useEffect, useState } from 'react'
+import { Moon, Sun } from 'lucide-react'
+import { useTheme } from 'next-themes'
+
+export function ThemeToggle() {
+  const { theme, setTheme } = useTheme()
+  const [mounted, setMounted] = useState(false)
+
+  useEffect(() => {
+    setMounted(true)
+  }, [])
+
+  if (!mounted) {
+    return (
+      <button className='flex items-center justify-center rounded-md p-1 text-muted-foreground'>
+        <Moon className='h-4 w-4' />
+      </button>
+    )
+  }
+
+  return (
+    <button
+      onClick={() => setTheme(theme === 'dark' ? 'light' : 'dark')}
+      className='flex items-center justify-center rounded-md p-1 text-muted-foreground transition-colors hover:text-foreground'
+      aria-label='Toggle theme'
+    >
+      {theme === 'dark' ? <Moon className='h-4 w-4' /> : <Sun className='h-4 w-4' />}
+    </button>
+  )
+}

apps/docs/content/docs/de/blocks/guardrails.mdx

@@ -8,7 +8,7 @@ import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 
-The Guardrails block validates and protects your AI workflows by checking content against multiple validation types. Ensure data quality, prevent hallucinations, detect PII, and enforce format requirements before content moves through your workflow.
+Der Guardrails-Block validiert und schützt Ihre KI-Workflows, indem er Inhalte anhand mehrerer Validierungstypen überprüft. Stellen Sie die Datenqualität sicher, verhindern Sie Halluzinationen, erkennen Sie personenbezogene Daten und erzwingen Sie Formatanforderungen, bevor Inhalte durch Ihren Workflow fließen.
 
 <div className="flex justify-center">
   <Image
@@ -20,201 +20,201 @@ The Guardrails block validates and protects your AI workflows by checking conten
   />
 </div>
 
-## Overview
+## Übersicht
 
-The Guardrails block enables you to:
+Mit dem Guardrails-Block können Sie:
 
 <Steps>
   <Step>
-    <strong>Validate JSON Structure</strong>: Ensure LLM outputs are valid JSON before parsing
+    <strong>JSON-Struktur validieren</strong>: Stellen Sie sicher, dass LLM-Ausgaben gültiges JSON sind, bevor sie geparst werden
   </Step>
   <Step>
-    <strong>Match Regex Patterns</strong>: Verify content matches specific formats (emails, phone numbers, URLs, etc.)
+    <strong>Regex-Muster abgleichen</strong>: Überprüfen Sie, ob Inhalte bestimmten Formaten entsprechen (E-Mails, Telefonnummern, URLs usw.)
   </Step>
   <Step>
-    <strong>Detect Hallucinations</strong>: Use RAG + LLM scoring to validate AI outputs against knowledge base content
+    <strong>Halluzinationen erkennen</strong>: Nutzen Sie RAG + LLM-Scoring, um KI-Ausgaben anhand von Wissensdatenbankinhalten zu validieren
   </Step>
   <Step>
-    <strong>Detect PII</strong>: Identify and optionally mask personally identifiable information across 40+ entity types
+    <strong>PII erkennen</strong>: Identifizieren und optional maskieren Sie personenbezogene Daten über mehr als 40 Entitätstypen hinweg
   </Step>
 </Steps>
 
-## Validation Types
+## Validierungstypen
 
-### JSON Validation
+### JSON-Validierung
 
-Validates that content is properly formatted JSON. Perfect for ensuring structured LLM outputs can be safely parsed.
+Überprüft, ob Inhalte korrekt formatiertes JSON sind. Perfekt, um sicherzustellen, dass strukturierte LLM-Ausgaben sicher geparst werden können.
 
-**Use Cases:**
-- Validate JSON responses from Agent blocks before parsing
-- Ensure API payloads are properly formatted
-- Check structured data integrity
+**Anwendungsfälle:**
+- Validieren von JSON-Antworten aus Agent-Blöcken vor dem Parsen
+- Sicherstellen, dass API-Payloads korrekt formatiert sind
+- Überprüfen der Integrität strukturierter Daten
 
 **Output:**
-- `passed`: `true` if valid JSON, `false` otherwise
-- `error`: Error message if validation fails (e.g., "Invalid JSON: Unexpected token...")
+- `passed`: `true` wenn gültiges JSON, sonst `false`
+- `error`: Fehlermeldung bei fehlgeschlagener Validierung (z.B. "Invalid JSON: Unexpected token...")
 
-### Regex Validation
+### Regex-Validierung
 
-Checks if content matches a specified regular expression pattern.
+Überprüft, ob Inhalte einem bestimmten regulären Ausdrucksmuster entsprechen.
 
-**Use Cases:**
-- Validate email addresses
-- Check phone number formats
-- Verify URLs or custom identifiers
-- Enforce specific text patterns
+**Anwendungsfälle:**
+- Validieren von E-Mail-Adressen
+- Überprüfen von Telefonnummernformaten
+- Verifizieren von URLs oder benutzerdefinierten Kennungen
+- Durchsetzen spezifischer Textmuster
 
-**Configuration:**
-- **Regex Pattern**: The regular expression to match against (e.g., `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` for emails)
+**Konfiguration:**
+- **Regex-Muster**: Der reguläre Ausdruck, der abgeglichen werden soll (z.B. `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` für E-Mails)
 
 **Output:**
-- `passed`: `true` if content matches pattern, `false` otherwise
-- `error`: Error message if validation fails
+- `passed`: `true` wenn der Inhalt dem Muster entspricht, `false` andernfalls
+- `error`: Fehlermeldung bei fehlgeschlagener Validierung
 
-### Hallucination Detection
+### Halluzinationserkennung
 
-Uses Retrieval-Augmented Generation (RAG) with LLM scoring to detect when AI-generated content contradicts or isn't grounded in your knowledge base.
+Verwendet Retrieval-Augmented Generation (RAG) mit LLM-Bewertung, um zu erkennen, wann KI-generierte Inhalte im Widerspruch zu Ihrer Wissensdatenbank stehen oder nicht darin begründet sind.
 
-**How It Works:**
-1. Queries your knowledge base for relevant context
-2. Sends both the AI output and retrieved context to an LLM
-3. LLM assigns a confidence score (0-10 scale)
-   - **0** = Full hallucination (completely ungrounded)
-   - **10** = Fully grounded (completely supported by knowledge base)
-4. Validation passes if score ≥ threshold (default: 3)
+**Funktionsweise:**
+1. Durchsucht Ihre Wissensdatenbank nach relevantem Kontext
+2. Sendet sowohl die KI-Ausgabe als auch den abgerufenen Kontext an ein LLM
+3. LLM weist einen Konfidenzwert zu (Skala 0-10)
+   - **0** = Vollständige Halluzination (völlig unbegründet)
+   - **10** = Vollständig fundiert (komplett durch Wissensdatenbank gestützt)
+4. Validierung besteht, wenn der Wert ≥ Schwellenwert (Standard: 3)
 
-**Configuration:**
-- **Knowledge Base**: Select from your existing knowledge bases
-- **Model**: Choose LLM for scoring (requires strong reasoning - GPT-4o, Claude 3.7 Sonnet recommended)
-- **API Key**: Authentication for selected LLM provider (auto-hidden for hosted/Ollama models)
-- **Confidence Threshold**: Minimum score to pass (0-10, default: 3)
-- **Top K** (Advanced): Number of knowledge base chunks to retrieve (default: 10)
+**Konfiguration:**
+- **Wissensdatenbank**: Auswahl aus Ihren vorhandenen Wissensdatenbanken
+- **Modell**: LLM für die Bewertung wählen (erfordert starkes Reasoning - GPT-4o, Claude 3.7 Sonnet empfohlen)
+- **API-Schlüssel**: Authentifizierung für den ausgewählten LLM-Anbieter (automatisch ausgeblendet für gehostete/Ollama-Modelle)
+- **Konfidenz-Schwellenwert**: Mindestwert zum Bestehen (0-10, Standard: 3)
+- **Top K** (Erweitert): Anzahl der abzurufenden Wissensdatenbank-Chunks (Standard: 10)
 
 **Output:**
-- `passed`: `true` if confidence score ≥ threshold
-- `score`: Confidence score (0-10)
-- `reasoning`: LLM's explanation for the score
-- `error`: Error message if validation fails
+- `passed`: `true` wenn Konfidenzwert ≥ Schwellenwert
+- `score`: Konfidenzwert (0-10)
+- `reasoning`: Erklärung des LLM für den Wert
+- `error`: Fehlermeldung bei fehlgeschlagener Validierung
 
-**Use Cases:**
-- Validate Agent responses against documentation
-- Ensure customer support answers are factually accurate
-- Verify generated content matches source material
-- Quality control for RAG applications
+**Anwendungsfälle:**
+- Validierung von Agent-Antworten anhand der Dokumentation
+- Sicherstellen, dass Kundenservice-Antworten sachlich korrekt sind
+- Überprüfen, ob generierte Inhalte mit dem Quellmaterial übereinstimmen
+- Qualitätskontrolle für RAG-Anwendungen
 
-### PII Detection
+### PII-Erkennung
 
-Detects personally identifiable information using Microsoft Presidio. Supports 40+ entity types across multiple countries and languages.
+Erkennt personenbezogene Daten mit Microsoft Presidio. Unterstützt über 40 Entitätstypen in mehreren Ländern und Sprachen.
 
 <div className="mx-auto w-3/5 overflow-hidden rounded-lg">
   <Video src="guardrails.mp4" width={500} height={350} />
 </div>
 
-**How It Works:**
-1. Scans content for PII entities using pattern matching and NLP
-2. Returns detected entities with locations and confidence scores
-3. Optionally masks detected PII in the output
+**Funktionsweise:**
+1. Scannt Inhalte nach PII-Entitäten mittels Mustererkennung und NLP
+2. Gibt erkannte Entitäten mit Positionen und Konfidenzwerten zurück
+3. Maskiert optional erkannte PII in der Ausgabe
 
-**Configuration:**
-- **PII Types to Detect**: Select from grouped categories via modal selector
-  - **Common**: Person name, Email, Phone, Credit card, IP address, etc.
-  - **USA**: SSN, Driver's license, Passport, etc.
-  - **UK**: NHS number, National insurance number
-  - **Spain**: NIF, NIE, CIF
-  - **Italy**: Fiscal code, Driver's license, VAT code
-  - **Poland**: PESEL, NIP, REGON
-  - **Singapore**: NRIC/FIN, UEN
-  - **Australia**: ABN, ACN, TFN, Medicare
-  - **India**: Aadhaar, PAN, Passport, Voter number
-- **Mode**: 
-  - **Detect**: Only identify PII (default)
-  - **Mask**: Replace detected PII with masked values
-- **Language**: Detection language (default: English)
+**Konfiguration:**
+- **Zu erkennende PII-Typen**: Auswahl aus gruppierten Kategorien über Modal-Selektor
+  - **Allgemein**: Personenname, E-Mail, Telefon, Kreditkarte, IP-Adresse usw.
+  - **USA**: SSN, Führerschein, Reisepass usw.
+  - **UK**: NHS-Nummer, Sozialversicherungsnummer
+  - **Spanien**: NIF, NIE, CIF
+  - **Italien**: Steuernummer, Führerschein, Umsatzsteuer-ID
+  - **Polen**: PESEL, NIP, REGON
+  - **Singapur**: NRIC/FIN, UEN
+  - **Australien**: ABN, ACN, TFN, Medicare
+  - **Indien**: Aadhaar, PAN, Reisepass, Wählernummer
+- **Modus**: 
+  - **Erkennen**: Nur PII identifizieren (Standard)
+  - **Maskieren**: Erkannte PII durch maskierte Werte ersetzen
+- **Sprache**: Erkennungssprache (Standard: Englisch)
 
-**Output:**
-- `passed`: `false` if any selected PII types are detected
-- `detectedEntities`: Array of detected PII with type, location, and confidence
-- `maskedText`: Content with PII masked (only if mode = "Mask")
-- `error`: Error message if validation fails
+**Ausgabe:**
+- `passed`: `false` wenn ausgewählte PII-Typen erkannt werden
+- `detectedEntities`: Array erkannter PII mit Typ, Position und Konfidenz
+- `maskedText`: Inhalt mit maskierter PII (nur wenn Modus = "Mask")
+- `error`: Fehlermeldung, wenn die Validierung fehlschlägt
 
-**Use Cases:**
-- Block content containing sensitive personal information
-- Mask PII before logging or storing data
-- Compliance with GDPR, HIPAA, and other privacy regulations
-- Sanitize user inputs before processing
+**Anwendungsfälle:**
+- Blockieren von Inhalten mit sensiblen persönlichen Informationen
+- Maskieren von PII vor der Protokollierung oder Speicherung von Daten
+- Einhaltung von DSGVO, HIPAA und anderen Datenschutzbestimmungen
+- Bereinigung von Benutzereingaben vor der Verarbeitung
 
-## Configuration
+## Konfiguration
 
-### Content to Validate
+### Zu validierender Inhalt
 
-The input content to validate. This typically comes from:
-- Agent block outputs: `<agent.content>`
-- Function block results: `<function.output>`
-- API responses: `<api.output>`
-- Any other block output
+Der zu validierende Eingabeinhalt. Dieser stammt typischerweise aus:
+- Ausgaben von Agent-Blöcken: `<agent.content>`
+- Ergebnisse von Funktionsblöcken: `<function.output>`
+- API-Antworten: `<api.output>`
+- Jede andere Blockausgabe
 
-### Validation Type
+### Validierungstyp
 
-Choose from four validation types:
-- **Valid JSON**: Check if content is properly formatted JSON
-- **Regex Match**: Verify content matches a regex pattern
-- **Hallucination Check**: Validate against knowledge base with LLM scoring
-- **PII Detection**: Detect and optionally mask personally identifiable information
+Wählen Sie aus vier Validierungstypen:
+- **Gültiges JSON**: Prüfen, ob der Inhalt korrekt formatiertes JSON ist
+- **Regex-Übereinstimmung**: Überprüfen, ob der Inhalt einem Regex-Muster entspricht
+- **Halluzinationsprüfung**: Validierung gegen Wissensdatenbank mit LLM-Bewertung
+- **PII-Erkennung**: Erkennung und optional Maskierung personenbezogener Daten
 
-## Outputs
+## Ausgaben
 
-All validation types return:
+Alle Validierungstypen liefern zurück:
 
-- **`<guardrails.passed>`**: Boolean indicating if validation passed
-- **`<guardrails.validationType>`**: The type of validation performed
-- **`<guardrails.input>`**: The original input that was validated
-- **`<guardrails.error>`**: Error message if validation failed (optional)
+- **`<guardrails.passed>`**: Boolean, der angibt, ob die Validierung erfolgreich war
+- **`<guardrails.validationType>`**: Die Art der durchgeführten Validierung
+- **`<guardrails.input>`**: Die ursprüngliche Eingabe, die validiert wurde
+- **`<guardrails.error>`**: Fehlermeldung, wenn die Validierung fehlgeschlagen ist (optional)
 
-Additional outputs by type:
+Zusätzliche Ausgaben nach Typ:
 
-**Hallucination Check:**
-- **`<guardrails.score>`**: Confidence score (0-10)
-- **`<guardrails.reasoning>`**: LLM's explanation
+**Halluzinationsprüfung:**
+- **`<guardrails.score>`**: Konfidenzwert (0-10)
+- **`<guardrails.reasoning>`**: Erklärung des LLM
 
-**PII Detection:**
-- **`<guardrails.detectedEntities>`**: Array of detected PII entities
-- **`<guardrails.maskedText>`**: Content with PII masked (if mode = "Mask")
+**PII-Erkennung:**
+- **`<guardrails.detectedEntities>`**: Array erkannter PII-Entitäten
+- **`<guardrails.maskedText>`**: Inhalt mit maskierter PII (wenn Modus = "Mask")
 
-## Example Use Cases
+## Beispielanwendungsfälle
 
-### Validate JSON Before Parsing
+### JSON vor dem Parsen validieren
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Ensure Agent output is valid JSON</h4>
+  <h4 className="font-medium">Szenario: Sicherstellen, dass die Agent-Ausgabe gültiges JSON ist</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates structured JSON response</li>
-    <li>Guardrails validates JSON format</li>
-    <li>Condition block checks `<guardrails.passed>`</li>
-    <li>If passed → Parse and use data, If failed → Retry or handle error</li>
+    <li>Agent generiert strukturierte JSON-Antwort</li>
+    <li>Guardrails validiert das JSON-Format</li>
+    <li>Bedingungsblock prüft `<guardrails.passed>`</li>
+    <li>Bei Erfolg → Daten parsen und verwenden, Bei Fehler → Wiederholen oder Fehler behandeln</li>
   </ol>
 </div>
 
-### Prevent Hallucinations
+### Halluzinationen verhindern
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Validate customer support responses</h4>
+  <h4 className="font-medium">Szenario: Validierung von Kundendienstantworten</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates response to customer question</li>
-    <li>Guardrails checks against support documentation knowledge base</li>
-    <li>If confidence score ≥ 3 → Send response</li>
-    <li>If confidence score \< 3 → Flag for human review</li>
+    <li>Agent generiert Antwort auf Kundenfrage</li>
+    <li>Guardrails prüft gegen die Wissensdatenbank der Support-Dokumentation</li>
+    <li>Wenn Konfidenzwert ≥ 3 → Antwort senden</li>
+    <li>Wenn Konfidenzwert \< 3 → Für manuelle Überprüfung markieren</li>
   </ol>
 </div>
 
-### Block PII in User Inputs
+### PII in Benutzereingaben blockieren
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Sanitize user-submitted content</h4>
+  <h4 className="font-medium">Szenario: Bereinigung von benutzergenerierten Inhalten</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>User submits form with text content</li>
-    <li>Guardrails detects PII (emails, phone numbers, SSN, etc.)</li>
-    <li>If PII detected → Reject submission or mask sensitive data</li>
-    <li>If no PII → Process normally</li>
+    <li>Benutzer reicht Formular mit Textinhalt ein</li>
+    <li>Guardrails erkennt PII (E-Mails, Telefonnummern, Sozialversicherungsnummern usw.)</li>
+    <li>Bei erkannter PII → Einreichung ablehnen oder sensible Daten maskieren</li>
+    <li>Ohne PII → Normal verarbeiten</li>
   </ol>
 </div>
 
@@ -222,30 +222,29 @@ Additional outputs by type:
   <Video src="guardrails-example.mp4" width={500} height={350} />
 </div>
 
-### Validate Email Format
+### E-Mail-Format validieren
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Check email address format</h4>
+  <h4 className="font-medium">Szenario: E-Mail-Adressformat überprüfen</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent extracts email from text</li>
-    <li>Guardrails validates with regex pattern</li>
-    <li>If valid → Use email for notification</li>
-    <li>If invalid → Request correction</li>
+    <li>Agent extrahiert E-Mail aus Text</li>
+    <li>Guardrails validiert mit Regex-Muster</li>
+    <li>Bei Gültigkeit → E-Mail für Benachrichtigung verwenden</li>
+    <li>Bei Ungültigkeit → Korrektur anfordern</li>
   </ol>
 </div>
 
 ## Best Practices
 
-- **Chain with Condition blocks**: Use `<guardrails.passed>` to branch workflow logic based on validation results
-- **Use JSON validation before parsing**: Always validate JSON structure before attempting to parse LLM outputs
-- **Choose appropriate PII types**: Only select the PII entity types relevant to your use case for better performance
-- **Set reasonable confidence thresholds**: For hallucination detection, adjust threshold based on your accuracy requirements (higher = stricter)
-- **Use strong models for hallucination detection**: GPT-4o or Claude 3.7 Sonnet provide more accurate confidence scoring
-- **Mask PII for logging**: Use "Mask" mode when you need to log or store content that may contain PII
-- **Test regex patterns**: Validate your regex patterns thoroughly before deploying to production
-- **Monitor validation failures**: Track `<guardrails.error>` messages to identify common validation issues
+- **Verkettung mit Condition-Blöcken**: Verwende `<guardrails.passed>` um Workflow-Logik basierend auf Validierungsergebnissen zu verzweigen
+- **JSON-Validierung vor dem Parsen verwenden**: Validiere immer die JSON-Struktur, bevor du versuchst, LLM-Ausgaben zu parsen
+- **Passende PII-Typen auswählen**: Wähle nur die PII-Entitätstypen aus, die für deinen Anwendungsfall relevant sind, um bessere Leistung zu erzielen
+- **Vernünftige Konfidenz-Schwellenwerte festlegen**: Passe für die Halluzinationserkennung den Schwellenwert basierend auf deinen Genauigkeitsanforderungen an (höher = strenger)
+- **Starke Modelle für Halluzinationserkennung verwenden**: GPT-4o oder Claude 3.7 Sonnet bieten genauere Konfidenz-Bewertungen
+- **PII für Logging maskieren**: Verwende den "Mask"-Modus, wenn du Inhalte protokollieren oder speichern musst, die PII enthalten könnten
+- **Regex-Muster testen**: Validiere deine Regex-Muster gründlich, bevor du sie in der Produktion einsetzt
+- **Validierungsfehler überwachen**: Verfolge `<guardrails.error>` Nachrichten, um häufige Validierungsprobleme zu identifizieren
 
 <Callout type="info">
-  Guardrails validation happens synchronously in your workflow. For hallucination detection, choose faster models (like GPT-4o-mini) if latency is critical.
+  Guardrails-Validierung erfolgt synchron in deinem Workflow. Für die Halluzinationserkennung solltest du schnellere Modelle (wie GPT-4o-mini) wählen, wenn Latenz kritisch ist.
 </Callout>
-

apps/docs/content/docs/de/blocks/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Blöcke
+title: Übersicht
 description: Die Bausteine deiner KI-Workflows
 ---
 

apps/docs/content/docs/de/connections/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Verbindungsgrundlagen
+title: Grundlagen
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/de/connections/data-structure.mdx

@@ -1,5 +1,5 @@
 ---
-title: Verbindungsdatenstruktur
+title: Datenstruktur
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/de/connections/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Verbindungen
+title: Übersicht
 description: Verbinde deine Blöcke miteinander.
 ---
 

apps/docs/content/docs/de/connections/tags.mdx

@@ -1,5 +1,5 @@
 ---
-title: Verbindungs-Tags
+title: Tags
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/de/execution/api.mdx

@@ -535,7 +535,7 @@ app.post('/sim-webhook', (req, res) => {
         // Handle error...
       } else {
         console.log(`Workflow ${workflowId} completed: ${executionId}`);
-        console.log(`Cost: ${cost.total}`);
+        console.log(`Cost: $${cost.total}`);
         // Process successful execution...
       }
       break;

apps/docs/content/docs/de/execution/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Ausführungsgrundlagen
+title: Grundlagen
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/de/execution/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Ausführung
+title: Übersicht
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/de/sdks/python.mdx

@@ -1,5 +1,5 @@
 ---
-title: Python SDK
+title: Python
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -748,10 +748,6 @@ Konfiguriere den Client mit Umgebungsvariablen:
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Halte deinen API-Schlüssel sicher und committe ihn niemals in die Versionskontrolle. Verwende Umgebungsvariablen oder sicheres Konfigurationsmanagement.
-</Callout>
-
 ## Anforderungen
 
 - Python 3.8+

apps/docs/content/docs/de/sdks/typescript.mdx

@@ -1,5 +1,5 @@
 ---
-title: TypeScript/JavaScript SDK
+title: TypeScript
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -81,7 +81,7 @@ new SimStudioClient(config: SimStudioConfig)
 
 ##### executeWorkflow()
 
-Führen Sie einen Workflow mit optionalen Eingabedaten aus.
+Führt einen Workflow mit optionalen Eingabedaten aus.
 
 ```typescript
 const result = await client.executeWorkflow('workflow-id', {
@@ -99,7 +99,7 @@ const result = await client.executeWorkflow('workflow-id', {
   - `selectedOutputs` (string[]): Block-Ausgaben, die im `blockName.attribute`Format gestreamt werden sollen (z.B. `["agent1.content"]`)
   - `async` (boolean): Asynchron ausführen (Standard: false)
 
-**Rückgabe:** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
+**Rückgabewert:** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
 
 Wenn `async: true`, wird sofort mit einer Task-ID zum Abfragen zurückgegeben. Andernfalls wird auf den Abschluss gewartet.
 
@@ -115,7 +115,7 @@ console.log('Is deployed:', status.isDeployed);
 **Parameter:**
 - `workflowId` (string): Die ID des Workflows
 
-**Rückgabe:** `Promise<WorkflowStatus>`
+**Rückgabewert:** `Promise<WorkflowStatus>`
 
 ##### validateWorkflow()
 
@@ -131,7 +131,7 @@ if (isReady) {
 **Parameter:**
 - `workflowId` (string): Die ID des Workflows
 
-**Rückgabe:** `Promise<boolean>`
+**Rückgabewert:** `Promise<boolean>`
 
 ##### getJobStatus()
 
@@ -148,7 +148,7 @@ if (status.status === 'completed') {
 **Parameter:**
 - `taskId` (string): Die Task-ID, die von der asynchronen Ausführung zurückgegeben wurde
 
-**Rückgabe:** `Promise<JobStatus>`
+**Rückgabewert:** `Promise<JobStatus>`
 
 **Antwortfelder:**
 - `success` (boolean): Ob die Anfrage erfolgreich war
@@ -161,7 +161,7 @@ if (status.status === 'completed') {
 
 ##### executeWithRetry()
 
-Führt einen Workflow mit automatischer Wiederholung bei Ratenlimitfehlern unter Verwendung von exponentiellem Backoff aus.
+Einen Workflow mit automatischer Wiederholung bei Rate-Limit-Fehlern unter Verwendung von exponentiellem Backoff ausführen.
 
 ```typescript
 const result = await client.executeWithRetry('workflow-id', {
@@ -184,13 +184,13 @@ const result = await client.executeWithRetry('workflow-id', {
   - `maxDelay` (number): Maximale Verzögerung in ms (Standard: 30000)
   - `backoffMultiplier` (number): Backoff-Multiplikator (Standard: 2)
 
-**Rückgabewert:** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
+**Rückgabe:** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
 
-Die Wiederholungslogik verwendet exponentiellen Backoff (1s → 2s → 4s → 8s...) mit ±25% Jitter, um den Thundering-Herd-Effekt zu vermeiden. Wenn die API einen `retry-after`Header bereitstellt, wird dieser stattdessen verwendet.
+Die Wiederholungslogik verwendet exponentielles Backoff (1s → 2s → 4s → 8s...) mit ±25% Jitter, um den Thundering-Herd-Effekt zu vermeiden. Wenn die API einen `retry-after` Header bereitstellt, wird dieser stattdessen verwendet.
 
 ##### getRateLimitInfo()
 
-Ruft die aktuellen Ratenlimit-Informationen aus der letzten API-Antwort ab.
+Ruft die aktuellen Rate-Limit-Informationen aus der letzten API-Antwort ab.
 
 ```typescript
 const rateLimitInfo = client.getRateLimitInfo();
@@ -201,7 +201,7 @@ if (rateLimitInfo) {
 }
 ```
 
-**Rückgabewert:** `RateLimitInfo | null`
+**Rückgabe:** `RateLimitInfo | null`
 
 ##### getUsageLimits()
 
@@ -215,7 +215,7 @@ console.log('Current period cost:', limits.usage.currentPeriodCost);
 console.log('Plan:', limits.usage.plan);
 ```
 
-**Rückgabewert:** `Promise<UsageLimits>`
+**Rückgabe:** `Promise<UsageLimits>`
 
 **Antwortstruktur:**
 
@@ -357,8 +357,8 @@ class SimStudioError extends Error {
 **Häufige Fehlercodes:**
 - `UNAUTHORIZED`: Ungültiger API-Schlüssel
 - `TIMEOUT`: Zeitüberschreitung der Anfrage
-- `RATE_LIMIT_EXCEEDED`: Ratengrenze überschritten
-- `USAGE_LIMIT_EXCEEDED`: Nutzungsgrenze überschritten
+- `RATE_LIMIT_EXCEEDED`: Rate-Limit überschritten
+- `USAGE_LIMIT_EXCEEDED`: Nutzungslimit überschritten
 - `EXECUTION_ERROR`: Workflow-Ausführung fehlgeschlagen
 
 ## Beispiele
@@ -604,26 +604,105 @@ async function executeClientSideWorkflow() {
     });
 
     console.log('Workflow result:', result);
-    
+
     // Update UI with result
-    document.getElementById('result')!.textContent = 
+    document.getElementById('result')!.textContent =
       JSON.stringify(result.output, null, 2);
   } catch (error) {
     console.error('Error:', error);
   }
 }
-
-// Attach to button click
-document.getElementById('executeBtn')?.addEventListener('click', executeClientSideWorkflow);
 ```
 
+### Datei-Upload
+
+Datei-Objekte werden automatisch erkannt und in das Base64-Format konvertiert. Fügen Sie sie in Ihrem Input unter dem Feldnamen ein, der dem API-Trigger-Inputformat Ihres Workflows entspricht.
+
+Das SDK konvertiert Datei-Objekte in dieses Format:
+
+```typescript
+{
+  type: 'file',
+  data: 'data:mime/type;base64,base64data',
+  name: 'filename',
+  mime: 'mime/type'
+}
+```
+
+Alternativ können Sie Dateien manuell im URL-Format bereitstellen:
+
+```typescript
+{
+  type: 'url',
+  data: 'https://example.com/file.pdf',
+  name: 'file.pdf',
+  mime: 'application/pdf'
+}
+```
+
+<Tabs items={['Browser', 'Node.js']}>
+  <Tab value="Browser">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.NEXT_PUBLIC_SIM_API_KEY!
+    });
+
+    // From file input
+    async function handleFileUpload(event: Event) {
+      const input = event.target as HTMLInputElement;
+      const files = Array.from(input.files || []);
+
+      // Include files under the field name from your API trigger's input format
+      const result = await client.executeWorkflow('workflow-id', {
+        input: {
+          documents: files,  // Must match your workflow's "files" field name
+          instructions: 'Analyze these documents'
+        }
+      });
+
+      console.log('Result:', result);
+    }
+    ```
+
+  </Tab>
+  <Tab value="Node.js">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+    import fs from 'fs';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.SIM_API_KEY!
+    });
+
+    // Read file and create File object
+    const fileBuffer = fs.readFileSync('./document.pdf');
+    const file = new File([fileBuffer], 'document.pdf', {
+      type: 'application/pdf'
+    });
+
+    // Include files under the field name from your API trigger's input format
+    const result = await client.executeWorkflow('workflow-id', {
+      input: {
+        documents: [file],  // Must match your workflow's "files" field name
+        query: 'Summarize this document'
+      }
+    });
+    ```
+
+  </Tab>
+</Tabs>
+
 <Callout type="warning">
   Bei der Verwendung des SDK im Browser sollten Sie darauf achten, keine sensiblen API-Schlüssel offenzulegen. Erwägen Sie die Verwendung eines Backend-Proxys oder öffentlicher API-Schlüssel mit eingeschränkten Berechtigungen.
 </Callout>
 
-### React Hook-Beispiel
+### React Hook Beispiel
 
-Erstellen eines benutzerdefinierten React-Hooks für die Workflow-Ausführung:
+Erstellen Sie einen benutzerdefinierten React-Hook für die Workflow-Ausführung:
 
 ```typescript
 import { useState, useCallback } from 'react';
@@ -815,11 +894,27 @@ async function checkUsage() {
     console.log('  Is limited:', limits.rateLimit.async.isLimited);
 
     console.log('\n=== Usage ===');
-    console.log('Current period cost: 
+    console.log('Current period cost: $' + limits.usage.currentPeriodCost.toFixed(2));
+    console.log('Limit: $' + limits.usage.limit.toFixed(2));
+    console.log('Plan:', limits.usage.plan);
 
-### Streaming Workflow Execution
+    const percentUsed = (limits.usage.currentPeriodCost / limits.usage.limit) * 100;
+    console.log('Usage: ' + percentUsed.toFixed(1) + '%');
 
-Execute workflows with real-time streaming responses:
+    if (percentUsed > 80) {
+      console.warn('⚠️  Warning: You are approaching your usage limit!');
+    }
+  } catch (error) {
+    console.error('Error checking usage:', error);
+  }
+}
+
+checkUsage();
+```
+
+### Streaming-Workflow-Ausführung
+
+Führen Sie Workflows mit Echtzeit-Streaming-Antworten aus:
 
 ```typescript
 import { SimStudioClient } from 'simstudio-ts-sdk';
@@ -830,33 +925,33 @@ const client = new SimStudioClient({
 
 async function executeWithStreaming() {
   try {
-    // Streaming für bestimmte Block-Ausgaben aktivieren
+    // Enable streaming for specific block outputs
     const result = await client.executeWorkflow('workflow-id', {
       input: { message: 'Count to five' },
       stream: true,
-      selectedOutputs: ['agent1.content'] // Format blockName.attribute verwenden
+      selectedOutputs: ['agent1.content'] // Use blockName.attribute format
     });
 
-    console.log('Workflow-Ergebnis:', result);
+    console.log('Workflow result:', result);
   } catch (error) {
-    console.error('Fehler:', error);
+    console.error('Error:', error);
   }
 }
 ```
 
-The streaming response follows the Server-Sent Events (SSE) format:
+Die Streaming-Antwort folgt dem Server-Sent Events (SSE) Format:
 
 ```
 data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":"One"}
 
-data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", zwei"}
+data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", two"}
 
 data: {"event":"done","success":true,"output":{},"metadata":{"duration":610}}
 
 data: [DONE]
 ```
 
-**React Streaming Example:**
+**React Streaming Beispiel:**
 
 ```typescript
 import { useState, useEffect } from 'react';
@@ -869,13 +964,13 @@ function StreamingWorkflow() {
     setLoading(true);
     setOutput('');
 
-    // WICHTIG: Führen Sie diesen API-Aufruf von Ihrem Backend-Server aus, nicht vom Browser
-    // Setzen Sie niemals Ihren API-Schlüssel im Client-seitigen Code frei
+    // IMPORTANT: Make this API call from your backend server, not the browser
+    // Never expose your API key in client-side code
     const response = await fetch('https://sim.ai/api/workflows/WORKFLOW_ID/execute', {
       method: 'POST',
       headers: {
         'Content-Type': 'application/json',
-        'X-API-Key': process.env.SIM_API_KEY! // Nur serverseitige Umgebungsvariable
+        'X-API-Key': process.env.SIM_API_KEY! // Server-side environment variable only
       },
       body: JSON.stringify({
         message: 'Generate a story',
@@ -907,10 +1002,10 @@ function StreamingWorkflow() {
             if (parsed.chunk) {
               setOutput(prev => prev + parsed.chunk);
             } else if (parsed.event === 'done') {
-              console.log('Ausführung abgeschlossen:', parsed.metadata);
+              console.log('Execution complete:', parsed.metadata);
             }
           } catch (e) {
-            // Ungültiges JSON überspringen
+            // Skip invalid JSON
           }
         }
       }
@@ -920,7 +1015,7 @@ function StreamingWorkflow() {
   return (
     <div>
       <button onClick={executeStreaming} disabled={loading}>
-        {loading ? 'Generiere...' : 'Streaming starten'}
+        {loading ? 'Generating...' : 'Start Streaming'}
       </button>
       <div style={{ whiteSpace: 'pre-wrap' }}>{output}</div>
     </div>
@@ -928,35 +1023,31 @@ function StreamingWorkflow() {
 }
 ```
 
-## Getting Your API Key
+## API-Schlüssel erhalten
 
 <Steps>
-  <Step title="Log in to Sim">
-    Navigate to [Sim](https://sim.ai) and log in to your account.
+  <Step title="Bei Sim anmelden">
+    Navigieren Sie zu [Sim](https://sim.ai) und melden Sie sich bei Ihrem Konto an.
   </Step>
-  <Step title="Open your workflow">
-    Navigate to the workflow you want to execute programmatically.
+  <Step title="Öffnen Sie Ihren Workflow">
+    Navigieren Sie zu dem Workflow, den Sie programmatisch ausführen möchten.
   </Step>
-  <Step title="Deploy your workflow">
-    Click on "Deploy" to deploy your workflow if it hasn't been deployed yet.
+  <Step title="Deployen Sie Ihren Workflow">
+    Klicken Sie auf "Deploy", um Ihren Workflow zu deployen, falls dies noch nicht geschehen ist.
   </Step>
-  <Step title="Create or select an API key">
-    During the deployment process, select or create an API key.
+  <Step title="API-Schlüssel erstellen oder auswählen">
+    Wählen Sie während des Deployment-Prozesses einen API-Schlüssel aus oder erstellen Sie einen neuen.
   </Step>
-  <Step title="Copy the API key">
-    Copy the API key to use in your TypeScript/JavaScript application.
+  <Step title="API-Schlüssel kopieren">
+    Kopieren Sie den API-Schlüssel zur Verwendung in Ihrer TypeScript/JavaScript-Anwendung.
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Keep your API key secure and never commit it to version control. Use environment variables or secure configuration management.
-</Callout>
-
-## Requirements
+## Anforderungen
 
 - Node.js 16+
-- TypeScript 5.0+ (for TypeScript projects)
+- TypeScript 5.0+ (für TypeScript-Projekte)
 
-## License
+## Lizenz
 
 Apache-2.0

apps/docs/content/docs/de/tools/generic_webhook.mdx

@@ -23,7 +23,210 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
     </svg>`}
 />
 
+## Übersicht
+
+Der Generic Webhook-Block ermöglicht es Ihnen, Webhooks von jedem externen Dienst zu empfangen. Dies ist ein flexibler Auslöser, der jede JSON-Nutzlast verarbeiten kann und sich daher ideal für die Integration mit Diensten eignet, die keinen dedizierten Sim-Block haben.
+
+## Grundlegende Verwendung
+
+### Einfacher Durchleitungsmodus
+
+Ohne ein Eingabeformat zu definieren, leitet der Webhook den gesamten Anforderungstext unverändert weiter:
+
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Test webhook trigger",
+    "data": {
+      "key": "value"
+    }
+  }'
+```
+
+Greifen Sie in nachgelagerten Blöcken auf die Daten zu mit:
+- `<webhook1.message>` → "Test webhook trigger"
+- `<webhook1.data.key>` → "value"
+
+### Strukturiertes Eingabeformat (Optional)
+
+Definieren Sie ein Eingabeschema, um typisierte Felder zu erhalten und erweiterte Funktionen wie Datei-Uploads zu aktivieren:
+
+**Konfiguration des Eingabeformats:**
+
+```json
+[
+  { "name": "message", "type": "string" },
+  { "name": "priority", "type": "number" },
+  { "name": "documents", "type": "files" }
+]
+```
+
+**Webhook-Anfrage:**
+
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Invoice submission",
+    "priority": 1,
+    "documents": [
+      {
+        "type": "file",
+        "data": "data:application/pdf;base64,JVBERi0xLjQK...",
+        "name": "invoice.pdf",
+        "mime": "application/pdf"
+      }
+    ]
+  }'
+```
+
+## Datei-Uploads
+
+### Unterstützte Dateiformate
+
+Der Webhook unterstützt zwei Dateieingabeformate:
+
+#### 1. Base64-kodierte Dateien
+Zum direkten Hochladen von Dateiinhalten:
+
+```json
+{
+  "documents": [
+    {
+      "type": "file",
+      "data": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgA...",
+      "name": "screenshot.png",
+      "mime": "image/png"
+    }
+  ]
+}
+```
+
+- **Maximale Größe**: 20MB pro Datei
+- **Format**: Standard-Daten-URL mit Base64-Kodierung
+- **Speicherung**: Dateien werden in sicheren Ausführungsspeicher hochgeladen
+
+#### 2. URL-Referenzen
+Zum Übergeben vorhandener Datei-URLs:
+
+```json
+{
+  "documents": [
+    {
+      "type": "url",
+      "data": "https://example.com/files/document.pdf",
+      "name": "document.pdf",
+      "mime": "application/pdf"
+    }
+  ]
+}
+```
+
+### Zugriff auf Dateien in nachgelagerten Blöcken
+
+Dateien werden in `UserFile`Objekte mit folgenden Eigenschaften verarbeitet:
+
+```typescript
+{
+  id: string,          // Unique file identifier
+  name: string,        // Original filename
+  url: string,         // Presigned URL (valid for 5 minutes)
+  size: number,        // File size in bytes
+  type: string,        // MIME type
+  key: string,         // Storage key
+  uploadedAt: string,  // ISO timestamp
+  expiresAt: string    // ISO timestamp (5 minutes)
+}
+```
+
+**Zugriff in Blöcken:**
+- `<webhook1.documents[0].url>` → Download-URL
+- `<webhook1.documents[0].name>` → "invoice.pdf"
+- `<webhook1.documents[0].size>` → 524288
+- `<webhook1.documents[0].type>` → "application/pdf"
+
+### Vollständiges Beispiel für Datei-Upload
+
+```bash
+# Create a base64-encoded file
+echo "Hello World" | base64
+# SGVsbG8gV29ybGQK
+
+# Send webhook with file
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "subject": "Document for review",
+    "attachments": [
+      {
+        "type": "file",
+        "data": "data:text/plain;base64,SGVsbG8gV29ybGQK",
+        "name": "sample.txt",
+        "mime": "text/plain"
+      }
+    ]
+  }'
+```
+
+## Authentifizierung
+
+### Authentifizierung konfigurieren (optional)
+
+In der Webhook-Konfiguration:
+1. Aktiviere "Authentifizierung erforderlich"
+2. Setze einen geheimen Token
+3. Wähle den Header-Typ:
+   - **Benutzerdefinierter Header**: `X-Sim-Secret: your-token`
+   - **Authorization Bearer**: `Authorization: Bearer your-token`
+
+### Verwendung der Authentifizierung
+
+```bash
+# With custom header
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+
+# With bearer token
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+```
+
+## Best Practices
+
+1. **Eingabeformat für Struktur verwenden**: Definiere ein Eingabeformat, wenn du das erwartete Schema kennst. Dies bietet:
+   - Typvalidierung
+   - Bessere Autovervollständigung im Editor
+   - Datei-Upload-Funktionen
+
+2. **Authentifizierung**: Aktiviere immer die Authentifizierung für Produktions-Webhooks, um unbefugten Zugriff zu verhindern.
+
+3. **Dateigrößenbeschränkungen**: Halte Dateien unter 20 MB. Verwende für größere Dateien stattdessen URL-Referenzen.
+
+4. **Dateiablauf**: Heruntergeladene Dateien haben URLs mit einer Gültigkeit von 5 Minuten. Verarbeite sie umgehend oder speichere sie an anderer Stelle, wenn sie länger benötigt werden.
+
+5. **Fehlerbehandlung**: Die Webhook-Verarbeitung erfolgt asynchron. Überprüfe die Ausführungsprotokolle auf Fehler.
+
+6. **Testen**: Verwende die Schaltfläche "Webhook testen" im Editor, um deine Konfiguration vor der Bereitstellung zu validieren.
+
+## Anwendungsfälle
+
+- **Formularübermittlungen**: Empfange Daten von benutzerdefinierten Formularen mit Datei-Uploads
+- **Drittanbieter-Integrationen**: Verbinde mit Diensten, die Webhooks senden (Stripe, GitHub usw.)
+- **Dokumentenverarbeitung**: Akzeptiere Dokumente von externen Systemen zur Verarbeitung
+- **Ereignisbenachrichtigungen**: Empfange Ereignisdaten aus verschiedenen Quellen
+- **Benutzerdefinierte APIs**: Erstelle benutzerdefinierte API-Endpunkte für deine Anwendungen
+
 ## Hinweise
 
 - Kategorie: `triggers`
 - Typ: `generic_webhook`
+- **Dateiunterstützung**: Verfügbar über Eingabeformat-Konfiguration
+- **Maximale Dateigröße**: 20 MB pro Datei

apps/docs/content/docs/de/tools/gmail.mdx

@@ -65,8 +65,9 @@ E-Mails über Gmail versenden
 | `to` | string | Ja | E-Mail-Adresse des Empfängers |
 | `subject` | string | Ja | Betreff der E-Mail |
 | `body` | string | Ja | Inhalt der E-Mail |
-| `cc` | string | Nein | CC-Empfänger \(durch Komma getrennt\) |
-| `bcc` | string | Nein | BCC-Empfänger \(durch Komma getrennt\) |
+| `cc` | string | Nein | CC-Empfänger (durch Komma getrennt) |
+| `bcc` | string | Nein | BCC-Empfänger (durch Komma getrennt) |
+| `attachments` | file[] | Nein | Dateien, die an die E-Mail angehängt werden sollen |
 
 #### Ausgabe
 
@@ -86,8 +87,9 @@ E-Mail-Entwürfe in Gmail erstellen
 | `to` | string | Ja | E-Mail-Adresse des Empfängers |
 | `subject` | string | Ja | Betreff der E-Mail |
 | `body` | string | Ja | Inhalt der E-Mail |
-| `cc` | string | Nein | CC-Empfänger \(durch Komma getrennt\) |
-| `bcc` | string | Nein | BCC-Empfänger \(durch Komma getrennt\) |
+| `cc` | string | Nein | CC-Empfänger (durch Komma getrennt) |
+| `bcc` | string | Nein | BCC-Empfänger (durch Komma getrennt) |
+| `attachments` | file[] | Nein | Dateien, die an den E-Mail-Entwurf angehängt werden sollen |
 
 #### Ausgabe
 

apps/docs/content/docs/de/tools/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Tools
+title: Übersicht
 description: Leistungsstarke tools zur verbesserung ihrer agentischen workflows
 ---
 

apps/docs/content/docs/de/tools/microsoft_teams.mdx

@@ -110,6 +110,7 @@ Inhalte aus einem Microsoft Teams-Chat lesen
 | Parameter | Typ | Erforderlich | Beschreibung |
 | --------- | ---- | -------- | ----------- |
 | `chatId` | string | Ja | Die ID des Chats, aus dem gelesen werden soll |
+| `includeAttachments` | boolean | Nein | Nachrichtenanhänge \(gehostete Inhalte\) herunterladen und in den Speicher aufnehmen |
 
 #### Ausgabe
 
@@ -119,9 +120,10 @@ Inhalte aus einem Microsoft Teams-Chat lesen
 | `messageCount` | number | Anzahl der aus dem Chat abgerufenen Nachrichten |
 | `chatId` | string | ID des Chats, aus dem gelesen wurde |
 | `messages` | array | Array von Chat-Nachrichtenobjekten |
-| `attachmentCount` | number | Gesamtzahl der gefundenen Anhänge |
+| `attachmentCount` | number | Gesamtanzahl der gefundenen Anhänge |
 | `attachmentTypes` | array | Arten der gefundenen Anhänge |
 | `content` | string | Formatierter Inhalt der Chat-Nachrichten |
+| `attachments` | file[] | Hochgeladene Anhänge zur Vereinfachung \(abgeflacht\) |
 
 ### `microsoft_teams_write_chat`
 
@@ -155,19 +157,21 @@ Inhalte aus einem Microsoft Teams-Kanal lesen
 | --------- | ---- | -------- | ----------- |
 | `teamId` | string | Ja | Die ID des Teams, aus dem gelesen werden soll |
 | `channelId` | string | Ja | Die ID des Kanals, aus dem gelesen werden soll |
+| `includeAttachments` | boolean | Nein | Nachrichtenanhänge \(gehostete Inhalte\) herunterladen und in den Speicher aufnehmen |
 
 #### Ausgabe
 
 | Parameter | Typ | Beschreibung |
 | --------- | ---- | ----------- |
-| `success` | boolean | Erfolgsstatus des Lesevorgangs im Teams-Kanal |
+| `success` | boolean | Erfolgsstatus des Teams-Kanal-Lesevorgangs |
 | `messageCount` | number | Anzahl der aus dem Kanal abgerufenen Nachrichten |
 | `teamId` | string | ID des Teams, aus dem gelesen wurde |
 | `channelId` | string | ID des Kanals, aus dem gelesen wurde |
-| `messages` | array | Array von Kanalnachrichtenobjekten |
+| `messages` | array | Array von Kanal-Nachrichtenobjekten |
 | `attachmentCount` | number | Gesamtanzahl der gefundenen Anhänge |
 | `attachmentTypes` | array | Arten der gefundenen Anhänge |
-| `content` | string | Formatierter Inhalt der Kanalnachrichten |
+| `content` | string | Formatierter Inhalt der Kanal-Nachrichten |
+| `attachments` | file[] | Hochgeladene Anhänge zur Vereinfachung \(abgeflacht\) |
 
 ### `microsoft_teams_write_channel`
 

apps/docs/content/docs/de/tools/outlook.mdx

@@ -203,6 +203,7 @@ E-Mails aus Outlook lesen
 | --------- | ---- | -------- | ----------- |
 | `folder` | string | Nein | Ordner-ID, aus der E-Mails gelesen werden sollen \(Standard: Posteingang\) |
 | `maxResults` | number | Nein | Maximale Anzahl der abzurufenden E-Mails \(Standard: 1, max: 10\) |
+| `includeAttachments` | boolean | Nein | E-Mail-Anhänge herunterladen und einschließen |
 
 #### Ausgabe
 
@@ -210,6 +211,7 @@ E-Mails aus Outlook lesen
 | --------- | ---- | ----------- |
 | `message` | string | Erfolgs- oder Statusmeldung |
 | `results` | array | Array von E-Mail-Nachrichtenobjekten |
+| `attachments` | file[] | Alle E-Mail-Anhänge, zusammengefasst aus allen E-Mails |
 
 ### `outlook_forward`
 

apps/docs/content/docs/de/tools/s3.mdx

@@ -1,6 +1,6 @@
 ---
 title: S3
-description: S3-Dateien anzeigen
+description: S3-Dateien hochladen, herunterladen, auflisten und verwalten
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -61,10 +61,35 @@ In Sim ermöglicht die S3-Integration Ihren Agenten das Abrufen und Zugreifen au
 
 ## Gebrauchsanweisung
 
-S3 in den Workflow integrieren. Kann vorsignierte URLs für S3-Objekte erhalten. Erfordert Zugriffsschlüssel und geheimen Zugriffsschlüssel.
+S3 in den Workflow integrieren. Dateien hochladen, Objekte herunterladen, Bucket-Inhalte auflisten, Objekte löschen und Objekte zwischen Buckets kopieren. Erfordert AWS-Zugriffsschlüssel und geheimen Zugriffsschlüssel.
 
 ## Tools
 
+### `s3_put_object`
+
+Eine Datei in einen AWS S3-Bucket hochladen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Ja | Ihre AWS-Zugriffsschlüssel-ID |
+| `secretAccessKey` | string | Ja | Ihr AWS-geheimer Zugriffsschlüssel |
+| `region` | string | Ja | AWS-Region (z. B. us-east-1) |
+| `bucketName` | string | Ja | S3-Bucket-Name |
+| `objectKey` | string | Ja | Objektschlüssel/Pfad in S3 (z. B. ordner/dateiname.ext) |
+| `file` | file | Nein | Hochzuladende Datei |
+| `content` | string | Nein | Hochzuladender Textinhalt (Alternative zur Datei) |
+| `contentType` | string | Nein | Content-Type-Header (wird automatisch aus der Datei erkannt, wenn nicht angegeben) |
+| `acl` | string | Nein | Zugriffskontrollliste (z. B. private, public-read) |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `url` | string | URL des hochgeladenen S3-Objekts |
+| `metadata` | object | Upload-Metadaten einschließlich ETag und Speicherort |
+
 ### `s3_get_object`
 
 Ein Objekt aus einem AWS S3-Bucket abrufen
@@ -73,8 +98,8 @@ Ein Objekt aus einem AWS S3-Bucket abrufen
 
 | Parameter | Typ | Erforderlich | Beschreibung |
 | --------- | ---- | -------- | ----------- |
-| `accessKeyId` | string | Ja | Ihre AWS Access Key ID |
-| `secretAccessKey` | string | Ja | Ihr AWS Secret Access Key |
+| `accessKeyId` | string | Ja | Ihre AWS-Zugriffsschlüssel-ID |
+| `secretAccessKey` | string | Ja | Ihr AWS-geheimer Zugriffsschlüssel |
 | `s3Uri` | string | Ja | S3-Objekt-URL |
 
 #### Ausgabe
@@ -84,6 +109,73 @@ Ein Objekt aus einem AWS S3-Bucket abrufen
 | `url` | string | Vorsignierte URL zum Herunterladen des S3-Objekts |
 | `metadata` | object | Dateimetadaten einschließlich Typ, Größe, Name und Datum der letzten Änderung |
 
+### `s3_list_objects`
+
+Objekte in einem AWS S3-Bucket auflisten
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Ja | Ihre AWS Access Key ID |
+| `secretAccessKey` | string | Ja | Ihr AWS Secret Access Key |
+| `region` | string | Ja | AWS-Region (z.B. us-east-1) |
+| `bucketName` | string | Ja | S3-Bucket-Name |
+| `prefix` | string | Nein | Präfix zum Filtern von Objekten (z.B. ordner/) |
+| `maxKeys` | number | Nein | Maximale Anzahl zurückzugebender Objekte (Standard: 1000) |
+| `continuationToken` | string | Nein | Token für Paginierung |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `objects` | array | Liste der S3-Objekte |
+
+### `s3_delete_object`
+
+Ein Objekt aus einem AWS S3-Bucket löschen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Ja | Ihre AWS Access Key ID |
+| `secretAccessKey` | string | Ja | Ihr AWS Secret Access Key |
+| `region` | string | Ja | AWS-Region (z.B. us-east-1) |
+| `bucketName` | string | Ja | S3-Bucket-Name |
+| `objectKey` | string | Ja | Objekt-Schlüssel/Pfad zum Löschen |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Ob das Objekt erfolgreich gelöscht wurde |
+| `metadata` | object | Löschmetadaten |
+
+### `s3_copy_object`
+
+Ein Objekt innerhalb von oder zwischen AWS S3-Buckets kopieren
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Ja | Ihre AWS Access Key ID |
+| `secretAccessKey` | string | Ja | Ihr AWS Secret Access Key |
+| `region` | string | Ja | AWS-Region (z.B. us-east-1) |
+| `sourceBucket` | string | Ja | Name des Quell-Buckets |
+| `sourceKey` | string | Ja | Quell-Objektschlüssel/-pfad |
+| `destinationBucket` | string | Ja | Name des Ziel-Buckets |
+| `destinationKey` | string | Ja | Ziel-Objektschlüssel/-pfad |
+| `acl` | string | Nein | Zugriffskontrollliste für das kopierte Objekt (z.B. private, public-read) |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `url` | string | URL des kopierten S3-Objekts |
+| `metadata` | object | Metadaten des Kopiervorgangs |
+
 ## Hinweise
 
 - Kategorie: `tools`

apps/docs/content/docs/de/tools/zep.mdx

@@ -0,0 +1,242 @@
+---
+title: Zep
+description: Langzeitgedächtnis für KI-Agenten
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="zep"
+  color="#E8E8E8"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      xmlns='http://www.w3.org/2000/svg'
+      viewBox='0 0 233 196'
+      
+      
+    >
+      <path
+        d='m231.34,108.7l-1.48-1.55h-10.26l3.59-75.86-14.8-.45-2.77,49.31c-59.6-3.24-119.33-3.24-178.92-.02l-1.73-64.96-14.8.45,2.5,91.53H2.16l-1.41,1.47c-1.55,16.23-.66,32.68,2.26,48.89h10.83l.18,1.27c.67,19.34,16.1,34.68,35.9,34.68s44.86-.92,66.12-.92,46.56.92,65.95.92,35.19-15.29,35.9-34.61l.16-1.34h11.02c2.91-16.19,3.81-32.61,2.26-48.81Zm-158.23,58.01c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Zm86.51,0c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Z'
+        fill='#FF1493'
+      />
+      <polygon
+        points='111.77 22.4 93.39 49.97 93.52 50.48 185.88 38.51 190.95 27.68 114.32 36.55 117.7 31.48 117.7 31.47 138.38 .49 138.25 0 47.67 11.6 42.85 22.27 118.34 12.61 111.77 22.4'
+        fill='#FF1493'
+      />
+      <path
+        d='m72.97,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+      <path
+        d='m159.48,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+    </svg>`}
+/>
+
+## Nutzungsanleitung
+
+Integriere Zep für Langzeitgedächtnisverwaltung. Erstelle Threads, füge Nachrichten hinzu, rufe Kontext mit KI-gestützten Zusammenfassungen und Faktenextraktion ab.
+
+## Tools
+
+### `zep_create_thread`
+
+Starte einen neuen Konversations-Thread in Zep
+
+#### Input
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Ja | Eindeutige Kennung für den Thread |
+| `userId` | string | Ja | Benutzer-ID, die mit dem Thread verknüpft ist |
+| `apiKey` | string | Ja | Dein Zep API-Schlüssel |
+
+#### Output
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `threadId` | string | Die Thread-ID |
+| `userId` | string | Die Benutzer-ID |
+| `uuid` | string | Interne UUID |
+| `createdAt` | string | Erstellungszeitstempel |
+| `projectUuid` | string | Projekt-UUID |
+
+### `zep_get_threads`
+
+Liste alle Konversations-Threads auf
+
+#### Input
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `pageSize` | number | Nein | Anzahl der Threads, die pro Seite abgerufen werden sollen |
+| `pageNumber` | number | Nein | Seitennummer für Paginierung |
+| `orderBy` | string | Nein | Feld, nach dem die Ergebnisse sortiert werden sollen \(created_at, updated_at, user_id, thread_id\) |
+| `asc` | boolean | Nein | Sortierrichtung: true für aufsteigend, false für absteigend |
+| `apiKey` | string | Ja | Dein Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `threads` | array | Array von Thread-Objekten |
+| `responseCount` | number | Anzahl der Threads in dieser Antwort |
+| `totalCount` | number | Gesamtanzahl der verfügbaren Threads |
+
+### `zep_delete_thread`
+
+Einen Konversations-Thread aus Zep löschen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Ja | Thread-ID zum Löschen |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Ob der Thread gelöscht wurde |
+
+### `zep_get_context`
+
+Benutzerkontext aus einem Thread mit Zusammenfassungs- oder Basismodus abrufen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Ja | Thread-ID, aus der der Kontext abgerufen werden soll |
+| `mode` | string | Nein | Kontextmodus: "summary" \(natürliche Sprache\) oder "basic" \(rohe Fakten\) |
+| `minRating` | number | Nein | Mindestbewertung, nach der relevante Fakten gefiltert werden |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `context` | string | Der Kontextstring \(Zusammenfassung oder Basis\) |
+| `facts` | array | Extrahierte Fakten |
+| `entities` | array | Extrahierte Entitäten |
+| `summary` | string | Konversationszusammenfassung |
+
+### `zep_get_messages`
+
+Nachrichten aus einem Thread abrufen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Ja | Thread-ID, aus der Nachrichten abgerufen werden sollen |
+| `limit` | number | Nein | Maximale Anzahl der zurückzugebenden Nachrichten |
+| `cursor` | string | Nein | Cursor für Paginierung |
+| `lastn` | number | Nein | Anzahl der neuesten Nachrichten, die zurückgegeben werden sollen \(überschreibt Limit und Cursor\) |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `messages` | array | Array von Nachrichtenobjekten |
+| `rowCount` | number | Anzahl der Nachrichten in dieser Antwort |
+| `totalCount` | number | Gesamtanzahl der Nachrichten im Thread |
+
+### `zep_add_messages`
+
+Nachrichten zu einem bestehenden Thread hinzufügen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Ja | Thread-ID, zu der Nachrichten hinzugefügt werden sollen |
+| `messages` | json | Ja | Array von Nachrichtenobjekten mit Rolle und Inhalt |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `context` | string | Aktualisierter Kontext nach dem Hinzufügen von Nachrichten |
+| `messageIds` | array | Array der hinzugefügten Nachrichten-UUIDs |
+| `threadId` | string | Die Thread-ID |
+
+### `zep_add_user`
+
+Einen neuen Benutzer in Zep erstellen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Ja | Eindeutige Kennung für den Benutzer |
+| `email` | string | Nein | E-Mail-Adresse des Benutzers |
+| `firstName` | string | Nein | Vorname des Benutzers |
+| `lastName` | string | Nein | Nachname des Benutzers |
+| `metadata` | json | Nein | Zusätzliche Metadaten als JSON-Objekt |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `userId` | string | Die Benutzer-ID |
+| `email` | string | E-Mail des Benutzers |
+| `firstName` | string | Vorname des Benutzers |
+| `lastName` | string | Nachname des Benutzers |
+| `uuid` | string | Interne UUID |
+| `createdAt` | string | Erstellungszeitstempel |
+| `metadata` | object | Benutzermetadaten |
+
+### `zep_get_user`
+
+Benutzerinformationen von Zep abrufen
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Ja | Zu abzurufende Benutzer-ID |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `userId` | string | Die Benutzer-ID |
+| `email` | string | E-Mail des Benutzers |
+| `firstName` | string | Vorname des Benutzers |
+| `lastName` | string | Nachname des Benutzers |
+| `uuid` | string | Interne UUID |
+| `createdAt` | string | Erstellungszeitstempel |
+| `updatedAt` | string | Zeitstempel der letzten Aktualisierung |
+| `metadata` | object | Benutzermetadaten |
+
+### `zep_get_user_threads`
+
+Alle Konversations-Threads für einen bestimmten Benutzer auflisten
+
+#### Eingabe
+
+| Parameter | Typ | Erforderlich | Beschreibung |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Ja | Benutzer-ID, für die Threads abgerufen werden sollen |
+| `limit` | number | Nein | Maximale Anzahl der zurückzugebenden Threads |
+| `apiKey` | string | Ja | Ihr Zep API-Schlüssel |
+
+#### Ausgabe
+
+| Parameter | Typ | Beschreibung |
+| --------- | ---- | ----------- |
+| `threads` | array | Array von Thread-Objekten für diesen Benutzer |
+| `userId` | string | Die Benutzer-ID |
+
+## Hinweise
+
+- Kategorie: `tools`
+- Typ: `zep`

apps/docs/content/docs/de/triggers/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Auslöser
+title: Übersicht
 description: Grundlegende Möglichkeiten, Sim-Workflows zu starten
 ---
 

apps/docs/content/docs/en/blocks/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Blocks
+title: Overview
 description: The building components of your AI workflows
 ---
 

apps/docs/content/docs/en/blocks/meta.json

@@ -0,0 +1,16 @@
+{
+  "pages": [
+    "index",
+    "agent",
+    "api",
+    "condition",
+    "evaluator",
+    "function",
+    "guardrails",
+    "loop",
+    "parallel",
+    "response",
+    "router",
+    "workflow"
+  ]
+}

apps/docs/content/docs/en/connections/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Connection Basics
+title: Basics
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/en/connections/data-structure.mdx

@@ -1,5 +1,5 @@
 ---
-title: Connection Data Structure
+title: Data Structure
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/en/connections/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Connections
+title: Overview
 description: Connect your blocks to one another.
 ---
 

apps/docs/content/docs/en/connections/meta.json

@@ -0,0 +1,3 @@
+{
+  "pages": ["index", "basics", "data-structure", "tags"]
+}

apps/docs/content/docs/en/connections/tags.mdx

@@ -1,5 +1,5 @@
 ---
-title: Connection Tags
+title: Tags
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/en/execution/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Execution Basics
+title: Basics
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/en/execution/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Execution
+title: Overview
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/en/execution/meta.json

@@ -0,0 +1,3 @@
+{
+  "pages": ["index", "basics", "api", "logging", "costs"]
+}

apps/docs/content/docs/en/meta.json

@@ -3,7 +3,6 @@
   "pages": [
     "./introduction/index",
     "./getting-started/index",
-    "---Building Workflows---",
     "triggers",
     "blocks",
     "tools",
@@ -11,14 +10,9 @@
     "mcp",
     "copilot",
     "knowledgebase",
-    "---Configuration---",
     "variables",
-    "---Execution---",
     "execution",
-    "---Advanced---",
     "permissions",
-    "yaml",
-    "---SDKs---",
     "sdks"
   ],
   "defaultOpen": false

apps/docs/content/docs/en/sdks/meta.json

@@ -0,0 +1,4 @@
+{
+  "title": "SDKs",
+  "pages": ["python", "typescript"]
+}

apps/docs/content/docs/en/sdks/python.mdx

@@ -1,5 +1,5 @@
 ---
-title: Python SDK
+title: Python
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -752,10 +752,6 @@ Configure the client using environment variables:
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Keep your API key secure and never commit it to version control. Use environment variables or secure configuration management.
-</Callout>
-
 ## Requirements
 
 - Python 3.8+

apps/docs/content/docs/en/sdks/typescript.mdx

@@ -1,5 +1,5 @@
 ---
-title: TypeScript/JavaScript SDK
+title: TypeScript
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -679,10 +679,6 @@ Alternatively, you can manually provide files using the URL format:
   </Tab>
 </Tabs>
 
-// Attach to button click
-document.getElementById('executeBtn')?.addEventListener('click', executeClientSideWorkflow);
-```
-
 <Callout type="warning">
   When using the SDK in the browser, be careful not to expose sensitive API keys. Consider using a backend proxy or public API keys with limited permissions.
 </Callout>
@@ -1030,10 +1026,6 @@ function StreamingWorkflow() {
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Keep your API key secure and never commit it to version control. Use environment variables or secure configuration management.
-</Callout>
-
 ## Requirements
 
 - Node.js 16+

apps/docs/content/docs/en/tools/discord.mdx

@@ -75,6 +75,7 @@ Send a message to a Discord channel
 | `channelId` | string | Yes | The Discord channel ID to send the message to |
 | `content` | string | No | The text content of the message |
 | `serverId` | string | Yes | The Discord server ID \(guild ID\) |
+| `files` | file[] | No | Files to attach to the message |
 
 #### Output
 

apps/docs/content/docs/en/tools/generic_webhook.mdx

@@ -26,7 +26,208 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 
 
+## Overview
+
+The Generic Webhook block allows you to receive webhooks from any external service. This is a flexible trigger that can handle any JSON payload, making it ideal for integrating with services that don't have a dedicated Sim block.
+
+## Basic Usage
+
+### Simple Passthrough Mode
+
+Without defining an input format, the webhook passes through the entire request body as-is:
+
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Test webhook trigger",
+    "data": {
+      "key": "value"
+    }
+  }'
+```
+
+Access the data in downstream blocks using:
+- `<webhook1.message>` → "Test webhook trigger"
+- `<webhook1.data.key>` → "value"
+
+### Structured Input Format (Optional)
+
+Define an input schema to get typed fields and enable advanced features like file uploads:
+
+**Input Format Configuration:**
+```json
+[
+  { "name": "message", "type": "string" },
+  { "name": "priority", "type": "number" },
+  { "name": "documents", "type": "files" }
+]
+```
+
+**Webhook Request:**
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Invoice submission",
+    "priority": 1,
+    "documents": [
+      {
+        "type": "file",
+        "data": "data:application/pdf;base64,JVBERi0xLjQK...",
+        "name": "invoice.pdf",
+        "mime": "application/pdf"
+      }
+    ]
+  }'
+```
+
+## File Uploads
+
+### Supported File Formats
+
+The webhook supports two file input formats:
+
+#### 1. Base64 Encoded Files
+For uploading file content directly:
+
+```json
+{
+  "documents": [
+    {
+      "type": "file",
+      "data": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgA...",
+      "name": "screenshot.png",
+      "mime": "image/png"
+    }
+  ]
+}
+```
+
+- **Max size**: 20MB per file
+- **Format**: Standard data URL with base64 encoding
+- **Storage**: Files are uploaded to secure execution storage
+
+#### 2. URL References
+For passing existing file URLs:
+
+```json
+{
+  "documents": [
+    {
+      "type": "url",
+      "data": "https://example.com/files/document.pdf",
+      "name": "document.pdf",
+      "mime": "application/pdf"
+    }
+  ]
+}
+```
+
+### Accessing Files in Downstream Blocks
+
+Files are processed into `UserFile` objects with the following properties:
+
+```typescript
+{
+  id: string,          // Unique file identifier
+  name: string,        // Original filename
+  url: string,         // Presigned URL (valid for 5 minutes)
+  size: number,        // File size in bytes
+  type: string,        // MIME type
+  key: string,         // Storage key
+  uploadedAt: string,  // ISO timestamp
+  expiresAt: string    // ISO timestamp (5 minutes)
+}
+```
+
+**Access in blocks:**
+- `<webhook1.documents[0].url>` → Download URL
+- `<webhook1.documents[0].name>` → "invoice.pdf"
+- `<webhook1.documents[0].size>` → 524288
+- `<webhook1.documents[0].type>` → "application/pdf"
+
+### Complete File Upload Example
+
+```bash
+# Create a base64-encoded file
+echo "Hello World" | base64
+# SGVsbG8gV29ybGQK
+
+# Send webhook with file
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "subject": "Document for review",
+    "attachments": [
+      {
+        "type": "file",
+        "data": "data:text/plain;base64,SGVsbG8gV29ybGQK",
+        "name": "sample.txt",
+        "mime": "text/plain"
+      }
+    ]
+  }'
+```
+
+## Authentication
+
+### Configure Authentication (Optional)
+
+In the webhook configuration:
+1. Enable "Require Authentication"
+2. Set a secret token
+3. Choose header type:
+   - **Custom Header**: `X-Sim-Secret: your-token`
+   - **Authorization Bearer**: `Authorization: Bearer your-token`
+
+### Using Authentication
+
+```bash
+# With custom header
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+
+# With bearer token
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+```
+
+## Best Practices
+
+1. **Use Input Format for Structure**: Define an input format when you know the expected schema. This provides:
+   - Type validation
+   - Better autocomplete in the editor
+   - File upload capabilities
+
+2. **Authentication**: Always enable authentication for production webhooks to prevent unauthorized access.
+
+3. **File Size Limits**: Keep files under 20MB. For larger files, use URL references instead.
+
+4. **File Expiration**: Downloaded files have 5-minute expiration URLs. Process them promptly or store them elsewhere if needed longer.
+
+5. **Error Handling**: Webhook processing is asynchronous. Check execution logs for errors.
+
+6. **Testing**: Use the "Test Webhook" button in the editor to validate your configuration before deployment.
+
+## Use Cases
+
+- **Form Submissions**: Receive data from custom forms with file uploads
+- **Third-Party Integrations**: Connect with services that send webhooks (Stripe, GitHub, etc.)
+- **Document Processing**: Accept documents from external systems for processing
+- **Event Notifications**: Receive event data from various sources
+- **Custom APIs**: Build custom API endpoints for your applications
+
 ## Notes
 
 - Category: `triggers`
 - Type: `generic_webhook`
+- **File Support**: Available via input format configuration
+- **Max File Size**: 20MB per file

apps/docs/content/docs/en/tools/gmail.mdx

@@ -70,6 +70,7 @@ Send emails using Gmail
 | `body` | string | Yes | Email body content |
 | `cc` | string | No | CC recipients \(comma-separated\) |
 | `bcc` | string | No | BCC recipients \(comma-separated\) |
+| `attachments` | file[] | No | Files to attach to the email |
 
 #### Output
 
@@ -91,6 +92,7 @@ Draft emails using Gmail
 | `body` | string | Yes | Email body content |
 | `cc` | string | No | CC recipients \(comma-separated\) |
 | `bcc` | string | No | BCC recipients \(comma-separated\) |
+| `attachments` | file[] | No | Files to attach to the email draft |
 
 #### Output
 

apps/docs/content/docs/en/tools/google_drive.mdx

@@ -88,8 +88,9 @@ Upload a file to Google Drive
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `fileName` | string | Yes | The name of the file to upload |
-| `content` | string | Yes | The content of the file to upload |
-| `mimeType` | string | No | The MIME type of the file to upload |
+| `file` | file | No | Binary file to upload \(UserFile object\) |
+| `content` | string | No | Text content to upload \(use this OR file, not both\) |
+| `mimeType` | string | No | The MIME type of the file to upload \(auto-detected from file if not provided\) |
 | `folderSelector` | string | No | Select the folder to upload the file to |
 | `folderId` | string | No | The ID of the folder to upload the file to \(internal use\) |
 

apps/docs/content/docs/en/tools/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Tools
+title: Overview
 description: Powerful tools to enhance your agentic workflows
 ---
 

apps/docs/content/docs/en/tools/meta.json

@@ -1,5 +1,5 @@
 {
-  "items": [
+  "pages": [
     "index",
     "airtable",
     "arxiv",
@@ -70,6 +70,7 @@
     "whatsapp",
     "wikipedia",
     "x",
-    "youtube"
+    "youtube",
+    "zep"
   ]
 }

apps/docs/content/docs/en/tools/microsoft_teams.mdx

@@ -113,6 +113,7 @@ Read content from a Microsoft Teams chat
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `chatId` | string | Yes | The ID of the chat to read from |
+| `includeAttachments` | boolean | No | Download and include message attachments \(hosted contents\) into storage |
 
 #### Output
 
@@ -125,6 +126,7 @@ Read content from a Microsoft Teams chat
 | `attachmentCount` | number | Total number of attachments found |
 | `attachmentTypes` | array | Types of attachments found |
 | `content` | string | Formatted content of chat messages |
+| `attachments` | file[] | Uploaded attachments for convenience \(flattened\) |
 
 ### `microsoft_teams_write_chat`
 
@@ -136,6 +138,7 @@ Write or update content in a Microsoft Teams chat
 | --------- | ---- | -------- | ----------- |
 | `chatId` | string | Yes | The ID of the chat to write to |
 | `content` | string | Yes | The content to write to the message |
+| `files` | file[] | No | Files to attach to the message |
 
 #### Output
 
@@ -158,6 +161,7 @@ Read content from a Microsoft Teams channel
 | --------- | ---- | -------- | ----------- |
 | `teamId` | string | Yes | The ID of the team to read from |
 | `channelId` | string | Yes | The ID of the channel to read from |
+| `includeAttachments` | boolean | No | Download and include message attachments \(hosted contents\) into storage |
 
 #### Output
 
@@ -171,6 +175,7 @@ Read content from a Microsoft Teams channel
 | `attachmentCount` | number | Total number of attachments found |
 | `attachmentTypes` | array | Types of attachments found |
 | `content` | string | Formatted content of channel messages |
+| `attachments` | file[] | Uploaded attachments for convenience \(flattened\) |
 
 ### `microsoft_teams_write_channel`
 
@@ -183,6 +188,7 @@ Write or send a message to a Microsoft Teams channel
 | `teamId` | string | Yes | The ID of the team to write to |
 | `channelId` | string | Yes | The ID of the channel to write to |
 | `content` | string | Yes | The content to write to the channel |
+| `files` | file[] | No | Files to attach to the message |
 
 #### Output
 

apps/docs/content/docs/en/tools/onedrive.mdx

@@ -66,7 +66,8 @@ Upload a file to OneDrive
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `fileName` | string | Yes | The name of the file to upload |
-| `content` | string | Yes | The content of the file to upload |
+| `file` | file | No | The file to upload \(binary\) |
+| `content` | string | No | The text content to upload \(if no file is provided\) |
 | `folderSelector` | string | No | Select the folder to upload the file to |
 | `manualFolderId` | string | No | Manually entered folder ID \(advanced mode\) |
 

apps/docs/content/docs/en/tools/outlook.mdx

@@ -161,6 +161,7 @@ Send emails using Outlook
 | `conversationId` | string | No | Conversation ID for threading |
 | `cc` | string | No | CC recipients \(comma-separated\) |
 | `bcc` | string | No | BCC recipients \(comma-separated\) |
+| `attachments` | file[] | No | Files to attach to the email |
 
 #### Output
 
@@ -184,6 +185,7 @@ Draft emails using Outlook
 | `body` | string | Yes | Email body content |
 | `cc` | string | No | CC recipients \(comma-separated\) |
 | `bcc` | string | No | BCC recipients \(comma-separated\) |
+| `attachments` | file[] | No | Files to attach to the email draft |
 
 #### Output
 
@@ -206,6 +208,7 @@ Read emails from Outlook
 | --------- | ---- | -------- | ----------- |
 | `folder` | string | No | Folder ID to read emails from \(default: Inbox\) |
 | `maxResults` | number | No | Maximum number of emails to retrieve \(default: 1, max: 10\) |
+| `includeAttachments` | boolean | No | Download and include email attachments |
 
 #### Output
 
@@ -213,6 +216,7 @@ Read emails from Outlook
 | --------- | ---- | ----------- |
 | `message` | string | Success or status message |
 | `results` | array | Array of email message objects |
+| `attachments` | file[] | All email attachments flattened from all emails |
 
 ### `outlook_forward`
 

apps/docs/content/docs/en/tools/s3.mdx

@@ -1,6 +1,6 @@
 ---
 title: S3
-description: View S3 files
+description: Upload, download, list, and manage S3 files
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -62,12 +62,37 @@ In Sim, the S3 integration enables your agents to retrieve and access files stor
 
 ## Usage Instructions
 
-Integrate S3 into the workflow. Can get presigned URLs for S3 objects. Requires access key and secret access key.
+Integrate S3 into the workflow. Upload files, download objects, list bucket contents, delete objects, and copy objects between buckets. Requires AWS access key and secret access key.
 
 
 
 ## Tools
 
+### `s3_put_object`
+
+Upload a file to an AWS S3 bucket
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Yes | Your AWS Access Key ID |
+| `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
+| `region` | string | Yes | AWS region \(e.g., us-east-1\) |
+| `bucketName` | string | Yes | S3 bucket name |
+| `objectKey` | string | Yes | Object key/path in S3 \(e.g., folder/filename.ext\) |
+| `file` | file | No | File to upload |
+| `content` | string | No | Text content to upload \(alternative to file\) |
+| `contentType` | string | No | Content-Type header \(auto-detected from file if not provided\) |
+| `acl` | string | No | Access control list \(e.g., private, public-read\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `url` | string | URL of the uploaded S3 object |
+| `metadata` | object | Upload metadata including ETag and location |
+
 ### `s3_get_object`
 
 Retrieve an object from an AWS S3 bucket
@@ -87,6 +112,73 @@ Retrieve an object from an AWS S3 bucket
 | `url` | string | Pre-signed URL for downloading the S3 object |
 | `metadata` | object | File metadata including type, size, name, and last modified date |
 
+### `s3_list_objects`
+
+List objects in an AWS S3 bucket
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Yes | Your AWS Access Key ID |
+| `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
+| `region` | string | Yes | AWS region \(e.g., us-east-1\) |
+| `bucketName` | string | Yes | S3 bucket name |
+| `prefix` | string | No | Prefix to filter objects \(e.g., folder/\) |
+| `maxKeys` | number | No | Maximum number of objects to return \(default: 1000\) |
+| `continuationToken` | string | No | Token for pagination |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `objects` | array | List of S3 objects |
+
+### `s3_delete_object`
+
+Delete an object from an AWS S3 bucket
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Yes | Your AWS Access Key ID |
+| `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
+| `region` | string | Yes | AWS region \(e.g., us-east-1\) |
+| `bucketName` | string | Yes | S3 bucket name |
+| `objectKey` | string | Yes | Object key/path to delete |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Whether the object was successfully deleted |
+| `metadata` | object | Deletion metadata |
+
+### `s3_copy_object`
+
+Copy an object within or between AWS S3 buckets
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Yes | Your AWS Access Key ID |
+| `secretAccessKey` | string | Yes | Your AWS Secret Access Key |
+| `region` | string | Yes | AWS region \(e.g., us-east-1\) |
+| `sourceBucket` | string | Yes | Source bucket name |
+| `sourceKey` | string | Yes | Source object key/path |
+| `destinationBucket` | string | Yes | Destination bucket name |
+| `destinationKey` | string | Yes | Destination object key/path |
+| `acl` | string | No | Access control list for the copied object \(e.g., private, public-read\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `url` | string | URL of the copied S3 object |
+| `metadata` | object | Copy operation metadata |
+
 
 
 ## Notes

apps/docs/content/docs/en/tools/sharepoint.mdx

@@ -202,6 +202,26 @@ Add a new item to a SharePoint list
 | --------- | ---- | ----------- |
 | `item` | object | Created SharePoint list item |
 
+### `sharepoint_upload_file`
+
+Upload files to a SharePoint document library
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `siteId` | string | No | The ID of the SharePoint site |
+| `driveId` | string | No | The ID of the document library \(drive\). If not provided, uses default drive. |
+| `folderPath` | string | No | Optional folder path within the document library \(e.g., /Documents/Subfolder\) |
+| `fileName` | string | No | Optional: override the uploaded file name |
+| `files` | file[] | No | Files to upload to SharePoint |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `uploadedFiles` | array | Array of uploaded file objects |
+
 
 
 ## Notes

apps/docs/content/docs/en/tools/slack.mdx

@@ -82,6 +82,7 @@ Send messages to Slack channels or users through the Slack API. Supports Slack m
 | `botToken` | string | No | Bot token for Custom Bot |
 | `channel` | string | Yes | Target Slack channel \(e.g., #general\) |
 | `text` | string | Yes | Message text to send \(supports Slack mrkdwn formatting\) |
+| `files` | file[] | No | Files to attach to the message |
 
 #### Output
 

apps/docs/content/docs/en/tools/supabase.mdx

@@ -205,6 +205,28 @@ Insert or update data in a Supabase table (upsert operation)
 | `message` | string | Operation status message |
 | `results` | array | Array of upserted records |
 
+### `supabase_vector_search`
+
+Perform similarity search using pgvector in a Supabase table
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
+| `functionName` | string | Yes | The name of the PostgreSQL function that performs vector search \(e.g., match_documents\) |
+| `queryEmbedding` | array | Yes | The query vector/embedding to search for similar items |
+| `matchThreshold` | number | No | Minimum similarity threshold \(0-1\), typically 0.7-0.9 |
+| `matchCount` | number | No | Maximum number of results to return \(default: 10\) |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Operation status message |
+| `results` | array | Array of records with similarity scores from the vector search. Each record includes a similarity field \(0-1\) indicating how similar it is to the query vector. |
+
 
 
 ## Notes

apps/docs/content/docs/en/tools/telegram.mdx

@@ -191,6 +191,26 @@ Send animations (GIFs) to Telegram channels or users through the Telegram Bot AP
 | `message` | string | Success or error message |
 | `data` | object | Telegram message data including optional media |
 
+### `telegram_send_document`
+
+Send documents (PDF, ZIP, DOC, etc.) to Telegram channels or users through the Telegram Bot API.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `botToken` | string | Yes | Your Telegram Bot API Token |
+| `chatId` | string | Yes | Target Telegram chat ID |
+| `files` | file[] | No | Document file to send \(PDF, ZIP, DOC, etc.\). Max size: 50MB |
+| `caption` | string | No | Document caption \(optional\) |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `message` | string | Success or error message |
+| `data` | object | Telegram message data including document |
+
 
 
 ## Notes

apps/docs/content/docs/en/tools/vision.mdx

@@ -62,7 +62,8 @@ Process and analyze images using advanced vision models. Capable of understandin
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `apiKey` | string | Yes | API key for the selected model provider |
-| `imageUrl` | string | Yes | Publicly accessible image URL |
+| `imageUrl` | string | No | Publicly accessible image URL |
+| `imageFile` | file | No | Image file to analyze |
 | `model` | string | No | Vision model to use \(gpt-4o, claude-3-opus-20240229, etc\) |
 | `prompt` | string | No | Custom prompt for image analysis |
 

apps/docs/content/docs/en/tools/zep.mdx

@@ -0,0 +1,246 @@
+---
+title: Zep
+description: Long-term memory for AI agents
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="zep"
+  color="#E8E8E8"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      xmlns='http://www.w3.org/2000/svg'
+      viewBox='0 0 233 196'
+      
+      
+    >
+      <path
+        d='m231.34,108.7l-1.48-1.55h-10.26l3.59-75.86-14.8-.45-2.77,49.31c-59.6-3.24-119.33-3.24-178.92-.02l-1.73-64.96-14.8.45,2.5,91.53H2.16l-1.41,1.47c-1.55,16.23-.66,32.68,2.26,48.89h10.83l.18,1.27c.67,19.34,16.1,34.68,35.9,34.68s44.86-.92,66.12-.92,46.56.92,65.95.92,35.19-15.29,35.9-34.61l.16-1.34h11.02c2.91-16.19,3.81-32.61,2.26-48.81Zm-158.23,58.01c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Zm86.51,0c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Z'
+        fill='#FF1493'
+      />
+      <polygon
+        points='111.77 22.4 93.39 49.97 93.52 50.48 185.88 38.51 190.95 27.68 114.32 36.55 117.7 31.48 117.7 31.47 138.38 .49 138.25 0 47.67 11.6 42.85 22.27 118.34 12.61 111.77 22.4'
+        fill='#FF1493'
+      />
+      <path
+        d='m72.97,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+      <path
+        d='m159.48,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+    </svg>`}
+/>
+
+## Usage Instructions
+
+Integrate Zep for long-term memory management. Create threads, add messages, retrieve context with AI-powered summaries and facts extraction.
+
+
+
+## Tools
+
+### `zep_create_thread`
+
+Start a new conversation thread in Zep
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Yes | Unique identifier for the thread |
+| `userId` | string | Yes | User ID associated with the thread |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `threadId` | string | The thread ID |
+| `userId` | string | The user ID |
+| `uuid` | string | Internal UUID |
+| `createdAt` | string | Creation timestamp |
+| `projectUuid` | string | Project UUID |
+
+### `zep_get_threads`
+
+List all conversation threads
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `pageSize` | number | No | Number of threads to retrieve per page |
+| `pageNumber` | number | No | Page number for pagination |
+| `orderBy` | string | No | Field to order results by \(created_at, updated_at, user_id, thread_id\) |
+| `asc` | boolean | No | Order direction: true for ascending, false for descending |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `threads` | array | Array of thread objects |
+| `responseCount` | number | Number of threads in this response |
+| `totalCount` | number | Total number of threads available |
+
+### `zep_delete_thread`
+
+Delete a conversation thread from Zep
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Yes | Thread ID to delete |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Whether the thread was deleted |
+
+### `zep_get_context`
+
+Retrieve user context from a thread with summary or basic mode
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Yes | Thread ID to get context from |
+| `mode` | string | No | Context mode: "summary" \(natural language\) or "basic" \(raw facts\) |
+| `minRating` | number | No | Minimum rating by which to filter relevant facts |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `context` | string | The context string \(summary or basic\) |
+| `facts` | array | Extracted facts |
+| `entities` | array | Extracted entities |
+| `summary` | string | Conversation summary |
+
+### `zep_get_messages`
+
+Retrieve messages from a thread
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Yes | Thread ID to get messages from |
+| `limit` | number | No | Maximum number of messages to return |
+| `cursor` | string | No | Cursor for pagination |
+| `lastn` | number | No | Number of most recent messages to return \(overrides limit and cursor\) |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `messages` | array | Array of message objects |
+| `rowCount` | number | Number of messages in this response |
+| `totalCount` | number | Total number of messages in the thread |
+
+### `zep_add_messages`
+
+Add messages to an existing thread
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Yes | Thread ID to add messages to |
+| `messages` | json | Yes | Array of message objects with role and content |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `context` | string | Updated context after adding messages |
+| `messageIds` | array | Array of added message UUIDs |
+| `threadId` | string | The thread ID |
+
+### `zep_add_user`
+
+Create a new user in Zep
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Yes | Unique identifier for the user |
+| `email` | string | No | User email address |
+| `firstName` | string | No | User first name |
+| `lastName` | string | No | User last name |
+| `metadata` | json | No | Additional metadata as JSON object |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `userId` | string | The user ID |
+| `email` | string | User email |
+| `firstName` | string | User first name |
+| `lastName` | string | User last name |
+| `uuid` | string | Internal UUID |
+| `createdAt` | string | Creation timestamp |
+| `metadata` | object | User metadata |
+
+### `zep_get_user`
+
+Retrieve user information from Zep
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Yes | User ID to retrieve |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `userId` | string | The user ID |
+| `email` | string | User email |
+| `firstName` | string | User first name |
+| `lastName` | string | User last name |
+| `uuid` | string | Internal UUID |
+| `createdAt` | string | Creation timestamp |
+| `updatedAt` | string | Last update timestamp |
+| `metadata` | object | User metadata |
+
+### `zep_get_user_threads`
+
+List all conversation threads for a specific user
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `userId` | string | Yes | User ID to get threads for |
+| `limit` | number | No | Maximum number of threads to return |
+| `apiKey` | string | Yes | Your Zep API key |
+
+#### Output
+
+| Parameter | Type | Description |
+| --------- | ---- | ----------- |
+| `threads` | array | Array of thread objects for this user |
+| `userId` | string | The user ID |
+
+
+
+## Notes
+
+- Category: `tools`
+- Type: `zep`

apps/docs/content/docs/en/triggers/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Triggers
+title: Overview
 description: Core ways to start Sim workflows
 ---
 

apps/docs/content/docs/en/triggers/meta.json

@@ -0,0 +1,3 @@
+{
+  "pages": ["index", "api", "chat", "input-form", "manual", "schedule", "starter", "webhook"]
+}

apps/docs/content/docs/en/yaml/blocks/loop.mdx

@@ -1,357 +0,0 @@
----
-title: Loop Block YAML Schema
-description: YAML configuration reference for Loop blocks
----
-
-## Schema Definition
-
-```yaml
-type: object
-required:
-  - type
-  - name
-  - connections
-properties:
-  type:
-    type: string
-    enum: [loop]
-    description: Block type identifier
-  name:
-    type: string
-    description: Display name for this loop block
-  inputs:
-    type: object
-    description: Optional. If omitted, defaults will be applied.
-    properties:
-      loopType:
-        type: string
-        enum: [for, forEach]
-        description: Type of loop to execute
-        default: for
-      iterations:
-        type: number
-        description: Number of iterations (for 'for' loops)
-        default: 5
-        minimum: 1
-        maximum: 1000
-      collection:
-        type: string
-        description: Collection to iterate over (for 'forEach' loops)
-        default: ""
-      maxConcurrency:
-        type: number
-        description: Maximum concurrent executions
-        default: 1
-        minimum: 1
-        maximum: 10
-  connections:
-    type: object
-    properties:
-      # Nested format (recommended)
-      loop:
-        type: object
-        properties:
-          start:
-            type: string
-            description: Target block ID to execute inside the loop
-          end:
-            type: string
-            description: Target block ID for loop completion (optional)
-      # Direct handle format (alternative)
-      loop-start-source:
-        type: string | string[]
-        description: Target block ID to execute inside the loop (direct format)
-      loop-end-source:
-        type: string | string[]
-        description: Target block ID for loop completion (direct format, optional)
-      error:
-        type: string
-        description: Target block ID for error handling
-    note: Use either the nested 'loop' format OR the direct 'loop-start-source' format, not both
-```
-
-## Connection Configuration
-
-Loop blocks support two connection formats:
-
-### Direct Handle Format (Alternative)
-
-```yaml
-connections:
-  loop-start-source: <string>           # Target block ID to execute inside the loop
-  loop-end-source: <string>             # Target block ID after loop completion (optional)
-  error: <string>                       # Target block ID for error handling (optional)
-```
-
-Both formats work identically. Use whichever you prefer.
-
-## Child Block Configuration
-
-Blocks inside a loop must have their `parentId` set to the loop block ID. The `extent` property is automatically set to `'parent'` and doesn't need to be specified:
-
-```yaml
-loop-1:
-  type: loop
-  name: "Process Items"
-  inputs:
-    loopType: forEach
-    collection: <start.items>
-  connections:
-    loop:
-      start: process-item
-      end: final-results
-
-# Child block inside the loop
-process-item:
-  type: agent
-  name: "Process Item"
-  parentId: loop-1                      # References the loop block
-  inputs:
-    systemPrompt: "Process this item"
-    userPrompt: <loop.currentItem>
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-```
-
-## Examples
-
-### For Loop (Fixed Iterations)
-
-```yaml
-countdown-loop:
-  type: loop
-  name: "Countdown Loop"
-  inputs:
-    loopType: for
-    iterations: 5
-  connections:
-    loop:
-      start: countdown-agent
-      end: countdown-complete
-
-countdown-agent:
-  type: agent
-  name: "Countdown Agent"
-  parentId: countdown-loop
-  inputs:
-    systemPrompt: "Generate a countdown message"
-    userPrompt: "Count down from 5. Current number: <loop.index>"
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-```
-
-### ForEach Loop (Collection Processing)
-
-```yaml
-email-processor-loop:
-  type: loop
-  name: "Email Processor Loop"
-  inputs:
-    loopType: forEach
-    collection: <start.emails>
-  connections:
-    loop:
-      start: process-single-email
-      end: all-emails-processed
-
-process-single-email:
-  type: agent
-  name: "Process Single Email"
-  parentId: email-processor-loop
-  inputs:
-    systemPrompt: "Classify and respond to this email"
-    userPrompt: "Email content: <loop.currentItem>"
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-```
-
-### Loop with Multiple Child Blocks
-
-```yaml
-data-analysis-loop:
-  type: loop
-  name: "Data Analysis Loop"
-  inputs:
-    loopType: forEach
-    collection: <data-fetcher.records>
-    maxConcurrency: 3
-  connections:
-    loop:
-      start: validate-record
-      end: generate-report
-    error: handle-loop-error
-
-validate-record:
-  type: function
-  name: "Validate Record"
-  parentId: data-analysis-loop
-  inputs:
-    code: |
-      const record = <loop.currentItem>;
-      const index = <loop.index>;
-      
-      // Validate the record
-      if (!record.id || !record.data) {
-        throw new Error(`Invalid record at index ${index}`);
-      }
-      
-      return {
-        valid: true,
-        recordId: record.id,
-        processedAt: new Date().toISOString()
-      };
-  connections:
-    success: analyze-record
-    error: record-error
-
-analyze-record:
-  type: agent
-  name: "Analyze Record"
-  parentId: data-analysis-loop
-  inputs:
-    systemPrompt: "Analyze this data record and extract insights"
-    userPrompt: |
-      Record ID: <validaterecord.recordId>
-      Data: <loop.currentItem.data>
-      Position in collection: <loop.index>
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-  connections:
-    success: store-analysis
-
-store-analysis:
-  type: function
-  name: "Store Analysis"
-  parentId: data-analysis-loop
-  inputs:
-    code: |
-      const analysis = <analyzerecord.content>;
-      const recordId = <validaterecord.recordId>;
-      
-      // Store analysis result
-      return {
-        recordId,
-        analysis,
-        completedAt: new Date().toISOString()
-      };
-```
-
-### Concurrent Processing Loop
-
-```yaml
-parallel-processing-loop:
-  type: loop
-  name: "Parallel Processing Loop"
-  inputs:
-    loopType: forEach
-    collection: <start.tasks>
-    maxConcurrency: 5
-  connections:
-    loop:
-      start: process-task
-      end: aggregate-results
-
-process-task:
-  type: api
-  name: "Process Task"
-  parentId: parallel-processing-loop
-  inputs:
-    url: "https://api.example.com/process"
-    method: POST
-    headers:
-      - key: "Authorization"
-        value: "Bearer {{API_TOKEN}}"
-    body: |
-      {
-        "taskId": "<loop.currentItem.id>",
-        "data": "<loop.currentItem.data>"
-      }
-  connections:
-    success: task-completed
-```
-
-### Direct Handle Format Example
-
-The same loop can be written using the direct handle format:
-
-```yaml
-my-loop:
-  type: loop
-  name: "Process Items"
-  inputs:
-    loopType: forEach
-    collection: <start.items>
-  connections:
-    loop-start-source: process-item      # Direct handle format
-    loop-end-source: final-results       # Direct handle format
-    error: handle-error
-
-process-item:
-  type: agent
-  name: "Process Item"
-  parentId: my-loop
-  inputs:
-    systemPrompt: "Process this item"
-    userPrompt: <loop.currentItem>
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-```
-
-### Minimal Loop Example (Using Defaults)
-
-You can omit the `inputs` section entirely, and defaults will be applied:
-
-```yaml
-simple-loop:
-  type: loop
-  name: "Simple Loop"
-  # No inputs section - defaults to loopType: 'for', iterations: 5
-  connections:
-    loop-start-source: process-step
-    loop-end-source: complete
-
-process-step:
-  type: agent
-  name: "Process Step"
-  parentId: simple-loop
-  inputs:
-    systemPrompt: "Execute step"
-    userPrompt: "Step <loop.index>"
-    model: gpt-4o
-    apiKey: '{{OPENAI_API_KEY}}'
-```
-
-This loop will execute 5 iterations by default.
-
-## Loop Variables
-
-Inside loop child blocks, these special variables are available:
-
-```yaml
-# Available in all child blocks of the loop
-<loop.index>                    # Current iteration number (0-based)
-<loop.currentItem>              # Current item being processed (forEach loops)
-<loop.items>                    # Full collection (forEach loops)
-```
-
-## Output References
-
-After a loop completes, you can reference its aggregated results:
-
-```yaml
-# In blocks after the loop
-final-processor:
-  inputs:
-    all-results: <loop-name.results>    # Array of all iteration results
-    total-count: <loop-name.count>      # Number of iterations completed
-```
-
-## Best Practices
-
-- Set reasonable iteration limits to avoid long execution times
-- Use forEach for collection processing, for loops for fixed iterations
-- Consider using maxConcurrency for I/O bound operations
-- Include error handling for robust loop execution
-- Use descriptive names for loop child blocks
-- Test with small collections first
-- Monitor execution time for large collections 

apps/docs/content/docs/es/blocks/guardrails.mdx

@@ -8,213 +8,213 @@ import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 
-The Guardrails block validates and protects your AI workflows by checking content against multiple validation types. Ensure data quality, prevent hallucinations, detect PII, and enforce format requirements before content moves through your workflow.
+El bloque Guardrails valida y protege tus flujos de trabajo de IA comprobando el contenido contra múltiples tipos de validación. Asegura la calidad de los datos, previene alucinaciones, detecta información personal identificable (PII) y aplica requisitos de formato antes de que el contenido avance por tu flujo de trabajo.
 
 <div className="flex justify-center">
   <Image
     src="/static/blocks/guardrails.png"
-    alt="Guardrails Block"
+    alt="Bloque Guardrails"
     width={500}
     height={350}
     className="my-6"
   />
 </div>
 
-## Overview
+## Descripción general
 
-The Guardrails block enables you to:
+El bloque Guardrails te permite:
 
 <Steps>
   <Step>
-    <strong>Validate JSON Structure</strong>: Ensure LLM outputs are valid JSON before parsing
+    <strong>Validar estructura JSON</strong>: Asegura que las salidas de LLM sean JSON válido antes de analizarlas
   </Step>
   <Step>
-    <strong>Match Regex Patterns</strong>: Verify content matches specific formats (emails, phone numbers, URLs, etc.)
+    <strong>Coincidir con patrones Regex</strong>: Verifica que el contenido coincida con formatos específicos (correos electrónicos, números de teléfono, URLs, etc.)
   </Step>
   <Step>
-    <strong>Detect Hallucinations</strong>: Use RAG + LLM scoring to validate AI outputs against knowledge base content
+    <strong>Detectar alucinaciones</strong>: Utiliza puntuación RAG + LLM para validar las salidas de IA contra el contenido de la base de conocimientos
   </Step>
   <Step>
-    <strong>Detect PII</strong>: Identify and optionally mask personally identifiable information across 40+ entity types
+    <strong>Detectar PII</strong>: Identifica y opcionalmente enmascara información personal identificable en más de 40 tipos de entidades
   </Step>
 </Steps>
 
-## Validation Types
+## Tipos de validación
 
-### JSON Validation
+### Validación JSON
 
-Validates that content is properly formatted JSON. Perfect for ensuring structured LLM outputs can be safely parsed.
+Valida que el contenido tenga un formato JSON adecuado. Perfecto para garantizar que las salidas estructuradas de LLM puedan analizarse de forma segura.
 
-**Use Cases:**
-- Validate JSON responses from Agent blocks before parsing
-- Ensure API payloads are properly formatted
-- Check structured data integrity
+**Casos de uso:**
+- Validar respuestas JSON de bloques Agent antes de analizarlas
+- Asegurar que las cargas útiles de API estén correctamente formateadas
+- Comprobar la integridad de datos estructurados
 
 **Output:**
-- `passed`: `true` if valid JSON, `false` otherwise
-- `error`: Error message if validation fails (e.g., "Invalid JSON: Unexpected token...")
+- `passed`: `true` si es JSON válido, `false` en caso contrario
+- `error`: Mensaje de error si la validación falla (p. ej., "JSON inválido: Token inesperado...")
 
-### Regex Validation
+### Validación Regex
 
-Checks if content matches a specified regular expression pattern.
+Comprueba si el contenido coincide con un patrón de expresión regular especificado.
 
-**Use Cases:**
-- Validate email addresses
-- Check phone number formats
-- Verify URLs or custom identifiers
-- Enforce specific text patterns
+**Casos de uso:**
+- Validar direcciones de correo electrónico
+- Comprobar formatos de números de teléfono
+- Verificar URLs o identificadores personalizados
+- Aplicar patrones de texto específicos
 
-**Configuration:**
-- **Regex Pattern**: The regular expression to match against (e.g., `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` for emails)
+**Configuración:**
+- **Patrón Regex**: La expresión regular para comparar (p. ej., `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` para correos electrónicos)
 
 **Output:**
-- `passed`: `true` if content matches pattern, `false` otherwise
-- `error`: Error message if validation fails
+- `passed`: `true` si el contenido coincide con el patrón, `false` en caso contrario
+- `error`: Mensaje de error si la validación falla
 
-### Hallucination Detection
+### Detección de alucinaciones
 
-Uses Retrieval-Augmented Generation (RAG) with LLM scoring to detect when AI-generated content contradicts or isn't grounded in your knowledge base.
+Utiliza generación aumentada por recuperación (RAG) con puntuación de LLM para detectar cuando el contenido generado por IA contradice o no está fundamentado en tu base de conocimientos.
 
-**How It Works:**
-1. Queries your knowledge base for relevant context
-2. Sends both the AI output and retrieved context to an LLM
-3. LLM assigns a confidence score (0-10 scale)
-   - **0** = Full hallucination (completely ungrounded)
-   - **10** = Fully grounded (completely supported by knowledge base)
-4. Validation passes if score ≥ threshold (default: 3)
+**Cómo funciona:**
+1. Consulta tu base de conocimientos para obtener contexto relevante
+2. Envía tanto la salida de la IA como el contexto recuperado a un LLM
+3. El LLM asigna una puntuación de confianza (escala de 0-10)
+   - **0** = Alucinación completa (totalmente infundada)
+   - **10** = Completamente fundamentado (totalmente respaldado por la base de conocimientos)
+4. La validación se aprueba si la puntuación ≥ umbral (predeterminado: 3)
 
-**Configuration:**
-- **Knowledge Base**: Select from your existing knowledge bases
-- **Model**: Choose LLM for scoring (requires strong reasoning - GPT-4o, Claude 3.7 Sonnet recommended)
-- **API Key**: Authentication for selected LLM provider (auto-hidden for hosted/Ollama models)
-- **Confidence Threshold**: Minimum score to pass (0-10, default: 3)
-- **Top K** (Advanced): Number of knowledge base chunks to retrieve (default: 10)
+**Configuración:**
+- **Base de conocimientos**: Selecciona entre tus bases de conocimientos existentes
+- **Modelo**: Elige LLM para puntuación (requiere razonamiento sólido - se recomienda GPT-4o, Claude 3.7 Sonnet)
+- **Clave API**: Autenticación para el proveedor LLM seleccionado (oculta automáticamente para modelos alojados/Ollama)
+- **Umbral de confianza**: Puntuación mínima para aprobar (0-10, predeterminado: 3)
+- **Top K** (Avanzado): Número de fragmentos de la base de conocimientos a recuperar (predeterminado: 10)
 
 **Output:**
-- `passed`: `true` if confidence score ≥ threshold
-- `score`: Confidence score (0-10)
-- `reasoning`: LLM's explanation for the score
-- `error`: Error message if validation fails
+- `passed`: `true` si la puntuación de confianza ≥ umbral
+- `score`: Puntuación de confianza (0-10)
+- `reasoning`: Explicación del LLM para la puntuación
+- `error`: Mensaje de error si la validación falla
 
-**Use Cases:**
-- Validate Agent responses against documentation
-- Ensure customer support answers are factually accurate
-- Verify generated content matches source material
-- Quality control for RAG applications
+**Casos de uso:**
+- Validar respuestas de agentes contra documentación
+- Asegurar que las respuestas de atención al cliente sean precisas
+- Verificar que el contenido generado coincida con el material de origen
+- Control de calidad para aplicaciones RAG
 
-### PII Detection
+### Detección de PII
 
-Detects personally identifiable information using Microsoft Presidio. Supports 40+ entity types across multiple countries and languages.
+Detecta información de identificación personal utilizando Microsoft Presidio. Compatible con más de 40 tipos de entidades en múltiples países e idiomas.
 
 <div className="mx-auto w-3/5 overflow-hidden rounded-lg">
   <Video src="guardrails.mp4" width={500} height={350} />
 </div>
 
-**How It Works:**
-1. Scans content for PII entities using pattern matching and NLP
-2. Returns detected entities with locations and confidence scores
-3. Optionally masks detected PII in the output
+**Cómo funciona:**
+1. Escanea el contenido en busca de entidades PII mediante coincidencia de patrones y PNL
+2. Devuelve las entidades detectadas con ubicaciones y puntuaciones de confianza
+3. Opcionalmente enmascara la PII detectada en la salida
 
-**Configuration:**
-- **PII Types to Detect**: Select from grouped categories via modal selector
-  - **Common**: Person name, Email, Phone, Credit card, IP address, etc.
-  - **USA**: SSN, Driver's license, Passport, etc.
-  - **UK**: NHS number, National insurance number
-  - **Spain**: NIF, NIE, CIF
-  - **Italy**: Fiscal code, Driver's license, VAT code
-  - **Poland**: PESEL, NIP, REGON
-  - **Singapore**: NRIC/FIN, UEN
+**Configuración:**
+- **Tipos de PII a detectar**: Seleccione de categorías agrupadas mediante selector modal
+  - **Común**: Nombre de persona, Email, Teléfono, Tarjeta de crédito, Dirección IP, etc.
+  - **EE.UU.**: SSN, Licencia de conducir, Pasaporte, etc.
+  - **Reino Unido**: Número NHS, Número de seguro nacional
+  - **España**: NIF, NIE, CIF
+  - **Italia**: Código fiscal, Licencia de conducir, Código de IVA
+  - **Polonia**: PESEL, NIP, REGON
+  - **Singapur**: NRIC/FIN, UEN
   - **Australia**: ABN, ACN, TFN, Medicare
-  - **India**: Aadhaar, PAN, Passport, Voter number
-- **Mode**: 
-  - **Detect**: Only identify PII (default)
-  - **Mask**: Replace detected PII with masked values
-- **Language**: Detection language (default: English)
+  - **India**: Aadhaar, PAN, Pasaporte, Número de votante
+- **Modo**: 
+  - **Detectar**: Solo identificar PII (predeterminado)
+  - **Enmascarar**: Reemplazar PII detectada con valores enmascarados
+- **Idioma**: Idioma de detección (predeterminado: inglés)
 
-**Output:**
-- `passed`: `false` if any selected PII types are detected
-- `detectedEntities`: Array of detected PII with type, location, and confidence
-- `maskedText`: Content with PII masked (only if mode = "Mask")
-- `error`: Error message if validation fails
+**Salida:**
+- `passed`: `false` si se detectan los tipos de PII seleccionados
+- `detectedEntities`: Array de PII detectada con tipo, ubicación y confianza
+- `maskedText`: Contenido con PII enmascarada (solo si modo = "Mask")
+- `error`: Mensaje de error si la validación falla
 
-**Use Cases:**
-- Block content containing sensitive personal information
-- Mask PII before logging or storing data
-- Compliance with GDPR, HIPAA, and other privacy regulations
-- Sanitize user inputs before processing
+**Casos de uso:**
+- Bloquear contenido que contiene información personal sensible
+- Enmascarar PII antes de registrar o almacenar datos
+- Cumplimiento con GDPR, HIPAA y otras regulaciones de privacidad
+- Sanear entradas de usuario antes del procesamiento
 
-## Configuration
+## Configuración
 
-### Content to Validate
+### Contenido a validar
 
-The input content to validate. This typically comes from:
-- Agent block outputs: `<agent.content>`
-- Function block results: `<function.output>`
-- API responses: `<api.output>`
-- Any other block output
+El contenido de entrada para validar. Esto típicamente proviene de:
+- Salidas de bloques de agente: `<agent.content>`
+- Resultados de bloques de función: `<function.output>`
+- Respuestas de API: `<api.output>`
+- Cualquier otra salida de bloque
 
-### Validation Type
+### Tipo de validación
 
-Choose from four validation types:
-- **Valid JSON**: Check if content is properly formatted JSON
-- **Regex Match**: Verify content matches a regex pattern
-- **Hallucination Check**: Validate against knowledge base with LLM scoring
-- **PII Detection**: Detect and optionally mask personally identifiable information
+Elija entre cuatro tipos de validación:
+- **JSON válido**: Comprobar si el contenido es JSON correctamente formateado
+- **Coincidencia Regex**: Verificar si el contenido coincide con un patrón regex
+- **Comprobación de alucinaciones**: Validar contra base de conocimiento con puntuación LLM
+- **Detección de PII**: Detectar y opcionalmente enmascarar información de identificación personal
 
-## Outputs
+## Salidas
 
-All validation types return:
+Todos los tipos de validación devuelven:
 
-- **`<guardrails.passed>`**: Boolean indicating if validation passed
-- **`<guardrails.validationType>`**: The type of validation performed
-- **`<guardrails.input>`**: The original input that was validated
-- **`<guardrails.error>`**: Error message if validation failed (optional)
+- **`<guardrails.passed>`**: Booleano que indica si la validación fue exitosa
+- **`<guardrails.validationType>`**: El tipo de validación realizada
+- **`<guardrails.input>`**: La entrada original que fue validada
+- **`<guardrails.error>`**: Mensaje de error si la validación falló (opcional)
 
-Additional outputs by type:
+Salidas adicionales por tipo:
 
-**Hallucination Check:**
-- **`<guardrails.score>`**: Confidence score (0-10)
-- **`<guardrails.reasoning>`**: LLM's explanation
+**Verificación de alucinaciones:**
+- **`<guardrails.score>`**: Puntuación de confianza (0-10)
+- **`<guardrails.reasoning>`**: Explicación del LLM
 
-**PII Detection:**
-- **`<guardrails.detectedEntities>`**: Array of detected PII entities
-- **`<guardrails.maskedText>`**: Content with PII masked (if mode = "Mask")
+**Detección de PII:**
+- **`<guardrails.detectedEntities>`**: Array de entidades PII detectadas
+- **`<guardrails.maskedText>`**: Contenido con PII enmascarado (si el modo = "Mask")
 
-## Example Use Cases
+## Ejemplos de casos de uso
 
-### Validate JSON Before Parsing
+### Validar JSON antes de analizarlo
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Ensure Agent output is valid JSON</h4>
+  <h4 className="font-medium">Escenario: Asegurar que la salida del agente sea JSON válido</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates structured JSON response</li>
-    <li>Guardrails validates JSON format</li>
-    <li>Condition block checks `<guardrails.passed>`</li>
-    <li>If passed → Parse and use data, If failed → Retry or handle error</li>
+    <li>El agente genera una respuesta JSON estructurada</li>
+    <li>Guardrails valida el formato JSON</li>
+    <li>El bloque de condición verifica `<guardrails.passed>`</li>
+    <li>Si pasa → Analizar y usar datos, Si falla → Reintentar o manejar el error</li>
   </ol>
 </div>
 
-### Prevent Hallucinations
+### Prevenir alucinaciones
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Validate customer support responses</h4>
+  <h4 className="font-medium">Escenario: Validar respuestas de atención al cliente</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates response to customer question</li>
-    <li>Guardrails checks against support documentation knowledge base</li>
-    <li>If confidence score ≥ 3 → Send response</li>
-    <li>If confidence score \< 3 → Flag for human review</li>
+    <li>El agente genera una respuesta a la pregunta del cliente</li>
+    <li>Guardrails verifica contra la base de conocimientos de documentación de soporte</li>
+    <li>Si la puntuación de confianza ≥ 3 → Enviar respuesta</li>
+    <li>Si la puntuación de confianza \< 3 → Marcar para revisión humana</li>
   </ol>
 </div>
 
-### Block PII in User Inputs
+### Bloquear PII en entradas de usuario
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Sanitize user-submitted content</h4>
+  <h4 className="font-medium">Escenario: Sanear contenido enviado por usuarios</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>User submits form with text content</li>
-    <li>Guardrails detects PII (emails, phone numbers, SSN, etc.)</li>
-    <li>If PII detected → Reject submission or mask sensitive data</li>
-    <li>If no PII → Process normally</li>
+    <li>El usuario envía un formulario con contenido de texto</li>
+    <li>Guardrails detecta PII (correos electrónicos, números de teléfono, SSN, etc.)</li>
+    <li>Si se detecta PII → Rechazar el envío o enmascarar datos sensibles</li>
+    <li>Si no hay PII → Procesar normalmente</li>
   </ol>
 </div>
 
@@ -222,30 +222,29 @@ Additional outputs by type:
   <Video src="guardrails-example.mp4" width={500} height={350} />
 </div>
 
-### Validate Email Format
+### Validar formato de correo electrónico
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Check email address format</h4>
+  <h4 className="font-medium">Escenario: Comprobar el formato de dirección de correo electrónico</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent extracts email from text</li>
-    <li>Guardrails validates with regex pattern</li>
-    <li>If valid → Use email for notification</li>
-    <li>If invalid → Request correction</li>
+    <li>El agente extrae el correo electrónico del texto</li>
+    <li>Guardrails valida con un patrón regex</li>
+    <li>Si es válido → Usar el correo electrónico para notificación</li>
+    <li>Si no es válido → Solicitar corrección</li>
   </ol>
 </div>
 
-## Best Practices
+## Mejores prácticas
 
-- **Chain with Condition blocks**: Use `<guardrails.passed>` to branch workflow logic based on validation results
-- **Use JSON validation before parsing**: Always validate JSON structure before attempting to parse LLM outputs
-- **Choose appropriate PII types**: Only select the PII entity types relevant to your use case for better performance
-- **Set reasonable confidence thresholds**: For hallucination detection, adjust threshold based on your accuracy requirements (higher = stricter)
-- **Use strong models for hallucination detection**: GPT-4o or Claude 3.7 Sonnet provide more accurate confidence scoring
-- **Mask PII for logging**: Use "Mask" mode when you need to log or store content that may contain PII
-- **Test regex patterns**: Validate your regex patterns thoroughly before deploying to production
-- **Monitor validation failures**: Track `<guardrails.error>` messages to identify common validation issues
+- **Encadena con bloques de Condición**: Usa `<guardrails.passed>` para ramificar la lógica del flujo de trabajo según los resultados de validación
+- **Usa validación JSON antes de analizar**: Siempre valida la estructura JSON antes de intentar analizar las salidas de LLM
+- **Elige los tipos de PII apropiados**: Selecciona solo los tipos de entidades PII relevantes para tu caso de uso para un mejor rendimiento
+- **Establece umbrales de confianza razonables**: Para la detección de alucinaciones, ajusta el umbral según tus requisitos de precisión (más alto = más estricto)
+- **Usa modelos potentes para la detección de alucinaciones**: GPT-4o o Claude 3.7 Sonnet proporcionan una puntuación de confianza más precisa
+- **Enmascara PII para el registro**: Usa el modo "Mask" cuando necesites registrar o almacenar contenido que pueda contener PII
+- **Prueba patrones regex**: Valida tus patrones de expresiones regulares minuciosamente antes de implementarlos en producción
+- **Monitorea fallos de validación**: Rastrea los mensajes `<guardrails.error>` para identificar problemas comunes de validación
 
 <Callout type="info">
-  Guardrails validation happens synchronously in your workflow. For hallucination detection, choose faster models (like GPT-4o-mini) if latency is critical.
+  La validación de Guardrails ocurre de forma sincrónica en tu flujo de trabajo. Para la detección de alucinaciones, elige modelos más rápidos (como GPT-4o-mini) si la latencia es crítica.
 </Callout>
-

apps/docs/content/docs/es/blocks/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Bloques
+title: Descripción general
 description: Los componentes de construcción de tus flujos de trabajo de IA
 ---
 

apps/docs/content/docs/es/connections/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Conceptos básicos de conexión
+title: Conceptos básicos
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/es/connections/data-structure.mdx

@@ -1,5 +1,5 @@
 ---
-title: Estructura de datos de conexión
+title: Estructura de datos
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/es/connections/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Conexiones
+title: Descripción general
 description: Conecta tus bloques entre sí.
 ---
 

apps/docs/content/docs/es/connections/tags.mdx

@@ -1,5 +1,5 @@
 ---
-title: Etiquetas de conexión
+title: Etiquetas
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/es/execution/api.mdx

@@ -535,7 +535,7 @@ app.post('/sim-webhook', (req, res) => {
         // Handle error...
       } else {
         console.log(`Workflow ${workflowId} completed: ${executionId}`);
-        console.log(`Cost: ${cost.total}`);
+        console.log(`Cost: $${cost.total}`);
         // Process successful execution...
       }
       break;

apps/docs/content/docs/es/execution/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Conceptos básicos de ejecución
+title: Conceptos básicos
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/es/execution/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Ejecución
+title: Descripción general
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/es/sdks/python.mdx

@@ -1,5 +1,5 @@
 ---
-title: Python SDK
+title: Python
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -757,10 +757,6 @@ Configura el cliente usando variables de entorno:
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Mantén tu clave API segura y nunca la incluyas en el control de versiones. Utiliza variables de entorno o gestión de configuración segura.
-</Callout>
-
 ## Requisitos
 
 - Python 3.8+

apps/docs/content/docs/es/sdks/typescript.mdx

@@ -1,5 +1,5 @@
 ---
-title: TypeScript/JavaScript SDK
+title: TypeScript
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -7,10 +7,10 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-El SDK oficial de TypeScript/JavaScript para Sim proporciona seguridad de tipos completa y es compatible tanto con entornos Node.js como de navegador, lo que te permite ejecutar flujos de trabajo programáticamente desde tus aplicaciones Node.js, aplicaciones web y otros entornos JavaScript.
+El SDK oficial de TypeScript/JavaScript para Sim proporciona seguridad de tipos completa y es compatible tanto con entornos Node.js como con navegadores, lo que te permite ejecutar flujos de trabajo programáticamente desde tus aplicaciones Node.js, aplicaciones web y otros entornos JavaScript.
 
 <Callout type="info">
-  El SDK de TypeScript proporciona seguridad de tipos completa, soporte para ejecución asíncrona, limitación automática de velocidad con retroceso exponencial y seguimiento de uso.
+  El SDK de TypeScript proporciona seguridad de tipos completa, soporte para ejecución asíncrona, limitación automática de tasa con retroceso exponencial y seguimiento de uso.
 </Callout>
 
 ## Instalación
@@ -96,12 +96,12 @@ const result = await client.executeWorkflow('workflow-id', {
   - `input` (any): Datos de entrada para pasar al flujo de trabajo
   - `timeout` (number): Tiempo de espera en milisegundos (predeterminado: 30000)
   - `stream` (boolean): Habilitar respuestas en streaming (predeterminado: false)
-  - `selectedOutputs` (string[]): Bloquear salidas para transmitir en formato `blockName.attribute` (por ejemplo, `["agent1.content"]`)
+  - `selectedOutputs` (string[]): Salidas de bloques para transmitir en formato `blockName.attribute` (p. ej., `["agent1.content"]`)
   - `async` (boolean): Ejecutar de forma asíncrona (predeterminado: false)
 
 **Devuelve:** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
 
-Cuando `async: true`, devuelve inmediatamente un ID de tarea para sondeo. De lo contrario, espera a que se complete.
+Cuando `async: true`, devuelve inmediatamente un ID de tarea para consultar. De lo contrario, espera hasta completarse.
 
 ##### getWorkflowStatus()
 
@@ -146,7 +146,7 @@ if (status.status === 'completed') {
 ```
 
 **Parámetros:**
-- `taskId` (string): El ID de tarea devuelto de la ejecución asíncrona
+- `taskId` (string): El ID de tarea devuelto por la ejecución asíncrona
 
 **Devuelve:** `Promise<JobStatus>`
 
@@ -161,7 +161,7 @@ if (status.status === 'completed') {
 
 ##### executeWithRetry()
 
-Ejecuta un flujo de trabajo con reintento automático en errores de límite de tasa utilizando retroceso exponencial.
+Ejecutar un flujo de trabajo con reintento automático en errores de límite de tasa usando retroceso exponencial.
 
 ```typescript
 const result = await client.executeWithRetry('workflow-id', {
@@ -247,7 +247,7 @@ console.log('Plan:', limits.usage.plan);
 
 ##### setApiKey()
 
-Actualiza la clave API.
+Actualiza la clave de API.
 
 ```typescript
 client.setApiKey('new-api-key');
@@ -501,9 +501,9 @@ Configura el cliente usando variables de entorno:
   </Tab>
 </Tabs>
 
-### Integración con Express de Node.js
+### Integración con Node.js Express
 
-Integra con un servidor Express.js:
+Integración con un servidor Express.js:
 
 ```typescript
 import express from 'express';
@@ -582,7 +582,7 @@ export default async function handler(
 }
 ```
 
-### Uso del navegador
+### Uso en el navegador
 
 Uso en el navegador (con configuración CORS adecuada):
 
@@ -604,19 +604,98 @@ async function executeClientSideWorkflow() {
     });
 
     console.log('Workflow result:', result);
-    
+
     // Update UI with result
-    document.getElementById('result')!.textContent = 
+    document.getElementById('result')!.textContent =
       JSON.stringify(result.output, null, 2);
   } catch (error) {
     console.error('Error:', error);
   }
 }
-
-// Attach to button click
-document.getElementById('executeBtn')?.addEventListener('click', executeClientSideWorkflow);
 ```
 
+### Carga de archivos
+
+Los objetos File son detectados automáticamente y convertidos a formato base64. Inclúyelos en tu entrada bajo el nombre de campo que coincida con el formato de entrada del disparador API de tu flujo de trabajo.
+
+El SDK convierte los objetos File a este formato:
+
+```typescript
+{
+  type: 'file',
+  data: 'data:mime/type;base64,base64data',
+  name: 'filename',
+  mime: 'mime/type'
+}
+```
+
+Alternativamente, puedes proporcionar archivos manualmente usando el formato URL:
+
+```typescript
+{
+  type: 'url',
+  data: 'https://example.com/file.pdf',
+  name: 'file.pdf',
+  mime: 'application/pdf'
+}
+```
+
+<Tabs items={['Browser', 'Node.js']}>
+  <Tab value="Browser">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.NEXT_PUBLIC_SIM_API_KEY!
+    });
+
+    // From file input
+    async function handleFileUpload(event: Event) {
+      const input = event.target as HTMLInputElement;
+      const files = Array.from(input.files || []);
+
+      // Include files under the field name from your API trigger's input format
+      const result = await client.executeWorkflow('workflow-id', {
+        input: {
+          documents: files,  // Must match your workflow's "files" field name
+          instructions: 'Analyze these documents'
+        }
+      });
+
+      console.log('Result:', result);
+    }
+    ```
+
+  </Tab>
+  <Tab value="Node.js">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+    import fs from 'fs';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.SIM_API_KEY!
+    });
+
+    // Read file and create File object
+    const fileBuffer = fs.readFileSync('./document.pdf');
+    const file = new File([fileBuffer], 'document.pdf', {
+      type: 'application/pdf'
+    });
+
+    // Include files under the field name from your API trigger's input format
+    const result = await client.executeWorkflow('workflow-id', {
+      input: {
+        documents: [file],  // Must match your workflow's "files" field name
+        query: 'Summarize this document'
+      }
+    });
+    ```
+
+  </Tab>
+</Tabs>
+
 <Callout type="warning">
   Cuando uses el SDK en el navegador, ten cuidado de no exponer claves API sensibles. Considera usar un proxy de backend o claves API públicas con permisos limitados.
 </Callout>
@@ -748,9 +827,9 @@ async function executeAsync() {
 executeAsync();
 ```
 
-### Límite de tasa y reintentos
+### Limitación de tasa y reintentos
 
-Maneja límites de tasa automáticamente con retroceso exponencial:
+Maneja los límites de tasa automáticamente con retroceso exponencial:
 
 ```typescript
 import { SimStudioClient, SimStudioError } from 'simstudio-ts-sdk';
@@ -788,7 +867,7 @@ async function executeWithRetryHandling() {
 
 ### Monitoreo de uso
 
-Monitorea el uso de tu cuenta y sus límites:
+Monitorea el uso y los límites de tu cuenta:
 
 ```typescript
 import { SimStudioClient } from 'simstudio-ts-sdk';
@@ -814,19 +893,19 @@ async function checkUsage() {
     console.log('  Resets at:', limits.rateLimit.async.resetAt);
     console.log('  Is limited:', limits.rateLimit.async.isLimited);
 
-    console.log('\n=== Uso ===');
-    console.log('Costo del período actual: $' + limits.usage.currentPeriodCost.toFixed(2));
-    console.log('Límite: $' + limits.usage.limit.toFixed(2));
+    console.log('\n=== Usage ===');
+    console.log('Current period cost: $' + limits.usage.currentPeriodCost.toFixed(2));
+    console.log('Limit: $' + limits.usage.limit.toFixed(2));
     console.log('Plan:', limits.usage.plan);
 
     const percentUsed = (limits.usage.currentPeriodCost / limits.usage.limit) * 100;
-    console.log('Uso: ' + percentUsed.toFixed(1) + '%');
+    console.log('Usage: ' + percentUsed.toFixed(1) + '%');
 
     if (percentUsed > 80) {
-      console.warn('⚠️  Advertencia: ¡Estás acercándote a tu límite de uso!');
+      console.warn('⚠️  Warning: You are approaching your usage limit!');
     }
   } catch (error) {
-    console.error('Error al verificar el uso:', error);
+    console.error('Error checking usage:', error);
   }
 }
 
@@ -846,40 +925,35 @@ const client = new SimStudioClient({
 
 async function executeWithStreaming() {
   try {
-    // Habilita streaming para salidas de bloques específicos
+    // Enable streaming for specific block outputs
     const result = await client.executeWorkflow('workflow-id', {
       input: { message: 'Count to five' },
       stream: true,
-      selectedOutputs: ['agent1.content'] // Usa el formato blockName.attribute
+      selectedOutputs: ['agent1.content'] // Use blockName.attribute format
     });
 
-    console.log('Resultado del flujo de trabajo:', result);
+    console.log('Workflow result:', result);
   } catch (error) {
     console.error('Error:', error);
   }
 }
-
 ```
 
-The streaming response follows the Server-Sent Events (SSE) format:
+La respuesta en streaming sigue el formato de eventos enviados por el servidor (SSE):
 
 ```
-
 data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":"One"}
 
-data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", dos"}
+data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", two"}
 
 data: {"event":"done","success":true,"output":{},"metadata":{"duration":610}}
 
 data: [DONE]
-
 ```
 
-**React Streaming Example:**
+**Ejemplo de streaming en React:**
 
-```
-
-typescript
+```typescript
 import { useState, useEffect } from 'react';
 
 function StreamingWorkflow() {
@@ -941,44 +1015,39 @@ function StreamingWorkflow() {
   return (
     <div>
       <button onClick={executeStreaming} disabled={loading}>
-        {loading ? 'Generando...' : 'Iniciar streaming'}
+        {loading ? 'Generating...' : 'Start Streaming'}
       </button>
       <div style={{ whiteSpace: 'pre-wrap' }}>{output}</div>
     </div>
   );
 }
-
 ```
 
-## Getting Your API Key
+## Obtener tu clave API
 
 <Steps>
-  <Step title="Log in to Sim">
-    Navigate to [Sim](https://sim.ai) and log in to your account.
+  <Step title="Inicia sesión en Sim">
+    Navega a [Sim](https://sim.ai) e inicia sesión en tu cuenta.
   </Step>
-  <Step title="Open your workflow">
-    Navigate to the workflow you want to execute programmatically.
+  <Step title="Abre tu flujo de trabajo">
+    Navega al flujo de trabajo que quieres ejecutar programáticamente.
   </Step>
-  <Step title="Deploy your workflow">
-    Click on "Deploy" to deploy your workflow if it hasn't been deployed yet.
+  <Step title="Despliega tu flujo de trabajo">
+    Haz clic en "Desplegar" para desplegar tu flujo de trabajo si aún no ha sido desplegado.
   </Step>
-  <Step title="Create or select an API key">
-    During the deployment process, select or create an API key.
+  <Step title="Crea o selecciona una clave API">
+    Durante el proceso de despliegue, selecciona o crea una clave API.
   </Step>
-  <Step title="Copy the API key">
-    Copy the API key to use in your TypeScript/JavaScript application.
+  <Step title="Copia la clave API">
+    Copia la clave API para usarla en tu aplicación TypeScript/JavaScript.
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Keep your API key secure and never commit it to version control. Use environment variables or secure configuration management.
-</Callout>
-
-## Requirements
+## Requisitos
 
 - Node.js 16+
-- TypeScript 5.0+ (for TypeScript projects)
+- TypeScript 5.0+ (para proyectos TypeScript)
 
-## License
+## Licencia
 
 Apache-2.0

apps/docs/content/docs/es/tools/generic_webhook.mdx

@@ -22,7 +22,210 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
     </svg>`}
 />
 
+## Descripción general
+
+El bloque de Webhook Genérico te permite recibir webhooks desde cualquier servicio externo. Este es un disparador flexible que puede manejar cualquier carga útil JSON, lo que lo hace ideal para integrarse con servicios que no tienen un bloque Sim dedicado.
+
+## Uso básico
+
+### Modo de paso simple
+
+Sin definir un formato de entrada, el webhook transmite todo el cuerpo de la solicitud tal como está:
+
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Test webhook trigger",
+    "data": {
+      "key": "value"
+    }
+  }'
+```
+
+Accede a los datos en bloques posteriores usando:
+- `<webhook1.message>` → "Test webhook trigger"
+- `<webhook1.data.key>` → "value"
+
+### Formato de entrada estructurado (opcional)
+
+Define un esquema de entrada para obtener campos tipados y habilitar funciones avanzadas como cargas de archivos:
+
+**Configuración del formato de entrada:**
+
+```json
+[
+  { "name": "message", "type": "string" },
+  { "name": "priority", "type": "number" },
+  { "name": "documents", "type": "files" }
+]
+```
+
+**Solicitud de webhook:**
+
+```bash
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "message": "Invoice submission",
+    "priority": 1,
+    "documents": [
+      {
+        "type": "file",
+        "data": "data:application/pdf;base64,JVBERi0xLjQK...",
+        "name": "invoice.pdf",
+        "mime": "application/pdf"
+      }
+    ]
+  }'
+```
+
+## Cargas de archivos
+
+### Formatos de archivo compatibles
+
+El webhook admite dos formatos de entrada de archivos:
+
+#### 1. Archivos codificados en Base64
+Para cargar contenido de archivos directamente:
+
+```json
+{
+  "documents": [
+    {
+      "type": "file",
+      "data": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgA...",
+      "name": "screenshot.png",
+      "mime": "image/png"
+    }
+  ]
+}
+```
+
+- **Tamaño máximo**: 20MB por archivo
+- **Formato**: URL de datos estándar con codificación base64
+- **Almacenamiento**: Los archivos se cargan en un almacenamiento de ejecución seguro
+
+#### 2. Referencias URL
+Para pasar URLs de archivos existentes:
+
+```json
+{
+  "documents": [
+    {
+      "type": "url",
+      "data": "https://example.com/files/document.pdf",
+      "name": "document.pdf",
+      "mime": "application/pdf"
+    }
+  ]
+}
+```
+
+### Acceso a archivos en bloques posteriores
+
+Los archivos se procesan en objetos `UserFile` con las siguientes propiedades:
+
+```typescript
+{
+  id: string,          // Unique file identifier
+  name: string,        // Original filename
+  url: string,         // Presigned URL (valid for 5 minutes)
+  size: number,        // File size in bytes
+  type: string,        // MIME type
+  key: string,         // Storage key
+  uploadedAt: string,  // ISO timestamp
+  expiresAt: string    // ISO timestamp (5 minutes)
+}
+```
+
+**Acceso en bloques:**
+- `<webhook1.documents[0].url>` → URL de descarga
+- `<webhook1.documents[0].name>` → "invoice.pdf"
+- `<webhook1.documents[0].size>` → 524288
+- `<webhook1.documents[0].type>` → "application/pdf"
+
+### Ejemplo completo de carga de archivos
+
+```bash
+# Create a base64-encoded file
+echo "Hello World" | base64
+# SGVsbG8gV29ybGQK
+
+# Send webhook with file
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret" \
+  -d '{
+    "subject": "Document for review",
+    "attachments": [
+      {
+        "type": "file",
+        "data": "data:text/plain;base64,SGVsbG8gV29ybGQK",
+        "name": "sample.txt",
+        "mime": "text/plain"
+      }
+    ]
+  }'
+```
+
+## Autenticación
+
+### Configurar autenticación (opcional)
+
+En la configuración del webhook:
+1. Habilita "Requerir autenticación"
+2. Establece un token secreto
+3. Elige el tipo de encabezado:
+   - **Encabezado personalizado**: `X-Sim-Secret: your-token`
+   - **Autorización Bearer**: `Authorization: Bearer your-token`
+
+### Uso de la autenticación
+
+```bash
+# With custom header
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "X-Sim-Secret: your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+
+# With bearer token
+curl -X POST https://sim.ai/api/webhooks/trigger/{webhook-path} \
+  -H "Content-Type: application/json" \
+  -H "Authorization: Bearer your-secret-token" \
+  -d '{"message": "Authenticated request"}'
+```
+
+## Mejores prácticas
+
+1. **Usa formato de entrada para la estructura**: define un formato de entrada cuando conozcas el esquema esperado. Esto proporciona:
+   - Validación de tipo
+   - Mejor autocompletado en el editor
+   - Capacidades de carga de archivos
+
+2. **Autenticación**: habilita siempre la autenticación para webhooks en producción para prevenir accesos no autorizados.
+
+3. **Límites de tamaño de archivo**: mantén los archivos por debajo de 20MB. Para archivos más grandes, usa referencias URL en su lugar.
+
+4. **Caducidad de archivos**: los archivos descargados tienen URLs con caducidad de 5 minutos. Procésalos rápidamente o almacénalos en otro lugar si los necesitas por más tiempo.
+
+5. **Manejo de errores**: el procesamiento de webhooks es asíncrono. Revisa los registros de ejecución para ver errores.
+
+6. **Pruebas**: usa el botón "Probar webhook" en el editor para validar tu configuración antes de implementarla.
+
+## Casos de uso
+
+- **Envíos de formularios**: recibe datos de formularios personalizados con cargas de archivos
+- **Integraciones con terceros**: conéctate con servicios que envían webhooks (Stripe, GitHub, etc.)
+- **Procesamiento de documentos**: acepta documentos de sistemas externos para procesamiento
+- **Notificaciones de eventos**: recibe datos de eventos de varias fuentes
+- **APIs personalizadas**: construye endpoints de API personalizados para tus aplicaciones
+
 ## Notas
 
 - Categoría: `triggers`
 - Tipo: `generic_webhook`
+- **Soporte de archivos**: disponible a través de la configuración del formato de entrada
+- **Tamaño máximo de archivo**: 20MB por archivo

apps/docs/content/docs/es/tools/gmail.mdx

@@ -65,8 +65,9 @@ Enviar correos electrónicos usando Gmail
 | `to` | string | Sí | Dirección de correo electrónico del destinatario |
 | `subject` | string | Sí | Asunto del correo electrónico |
 | `body` | string | Sí | Contenido del cuerpo del correo electrónico |
-| `cc` | string | No | Destinatarios en CC \(separados por comas\) |
-| `bcc` | string | No | Destinatarios en CCO \(separados por comas\) |
+| `cc` | string | No | Destinatarios en CC (separados por comas) |
+| `bcc` | string | No | Destinatarios en CCO (separados por comas) |
+| `attachments` | file[] | No | Archivos para adjuntar al correo electrónico |
 
 #### Salida
 
@@ -86,8 +87,9 @@ Crear borradores de correos electrónicos usando Gmail
 | `to` | string | Sí | Dirección de correo electrónico del destinatario |
 | `subject` | string | Sí | Asunto del correo electrónico |
 | `body` | string | Sí | Contenido del cuerpo del correo electrónico |
-| `cc` | string | No | Destinatarios en CC \(separados por comas\) |
-| `bcc` | string | No | Destinatarios en CCO \(separados por comas\) |
+| `cc` | string | No | Destinatarios en CC (separados por comas) |
+| `bcc` | string | No | Destinatarios en CCO (separados por comas) |
+| `attachments` | file[] | No | Archivos para adjuntar al borrador del correo electrónico |
 
 #### Salida
 

apps/docs/content/docs/es/tools/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Herramientas
+title: Descripción general
 description: Herramientas potentes para mejorar tus flujos de trabajo agénticos
 ---
 

apps/docs/content/docs/es/tools/microsoft_teams.mdx

@@ -108,8 +108,9 @@ Leer contenido de un chat de Microsoft Teams
 #### Entrada
 
 | Parámetro | Tipo | Obligatorio | Descripción |
-| --------- | ---- | ----------- | ----------- |
+| --------- | ---- | -------- | ----------- |
 | `chatId` | string | Sí | El ID del chat del que leer |
+| `includeAttachments` | boolean | No | Descargar e incluir archivos adjuntos de mensajes \(contenidos alojados\) en el almacenamiento |
 
 #### Salida
 
@@ -122,6 +123,7 @@ Leer contenido de un chat de Microsoft Teams
 | `attachmentCount` | number | Número total de archivos adjuntos encontrados |
 | `attachmentTypes` | array | Tipos de archivos adjuntos encontrados |
 | `content` | string | Contenido formateado de los mensajes de chat |
+| `attachments` | file[] | Archivos adjuntos subidos para mayor comodidad \(aplanados\) |
 
 ### `microsoft_teams_write_chat`
 
@@ -155,6 +157,7 @@ Leer contenido de un canal de Microsoft Teams
 | --------- | ---- | -------- | ----------- |
 | `teamId` | string | Sí | El ID del equipo del que leer |
 | `channelId` | string | Sí | El ID del canal del que leer |
+| `includeAttachments` | boolean | No | Descargar e incluir archivos adjuntos de mensajes \(contenidos alojados\) en el almacenamiento |
 
 #### Salida
 
@@ -168,6 +171,7 @@ Leer contenido de un canal de Microsoft Teams
 | `attachmentCount` | number | Número total de archivos adjuntos encontrados |
 | `attachmentTypes` | array | Tipos de archivos adjuntos encontrados |
 | `content` | string | Contenido formateado de los mensajes del canal |
+| `attachments` | file[] | Archivos adjuntos subidos para mayor comodidad \(aplanados\) |
 
 ### `microsoft_teams_write_channel`
 

apps/docs/content/docs/es/tools/outlook.mdx

@@ -201,8 +201,9 @@ Leer correos electrónicos desde Outlook
 
 | Parámetro | Tipo | Obligatorio | Descripción |
 | --------- | ---- | -------- | ----------- |
-| `folder` | string | No | ID de la carpeta desde donde leer los correos electrónicos \(predeterminado: Bandeja de entrada\) |
+| `folder` | string | No | ID de la carpeta para leer correos electrónicos \(predeterminado: Bandeja de entrada\) |
 | `maxResults` | number | No | Número máximo de correos electrónicos a recuperar \(predeterminado: 1, máximo: 10\) |
+| `includeAttachments` | boolean | No | Descargar e incluir archivos adjuntos de correo electrónico |
 
 #### Salida
 
@@ -210,6 +211,7 @@ Leer correos electrónicos desde Outlook
 | --------- | ---- | ----------- |
 | `message` | string | Mensaje de éxito o estado |
 | `results` | array | Array de objetos de mensajes de correo electrónico |
+| `attachments` | file[] | Todos los archivos adjuntos de correo electrónico aplanados de todos los correos |
 
 ### `outlook_forward`
 

apps/docs/content/docs/es/tools/s3.mdx

@@ -1,6 +1,6 @@
 ---
 title: S3
-description: Ver archivos S3
+description: Subir, descargar, listar y gestionar archivos S3
 ---
 
 import { BlockInfoCard } from "@/components/ui/block-info-card"
@@ -61,20 +61,45 @@ En Sim, la integración con S3 permite a tus agentes recuperar y acceder a archi
 
 ## Instrucciones de uso
 
-Integrar S3 en el flujo de trabajo. Puede obtener URLs prefirmadas para objetos S3. Requiere clave de acceso y clave de acceso secreta.
+Integra S3 en el flujo de trabajo. Sube archivos, descarga objetos, lista contenidos de buckets, elimina objetos y copia objetos entre buckets. Requiere clave de acceso AWS y clave de acceso secreta.
 
 ## Herramientas
 
-### `s3_get_object`
+### `s3_put_object`
 
-Recuperar un objeto de un bucket de AWS S3
+Subir un archivo a un bucket de AWS S3
 
 #### Entrada
 
 | Parámetro | Tipo | Obligatorio | Descripción |
-| --------- | ---- | ---------- | ----------- |
-| `accessKeyId` | string | Sí | Tu ID de clave de acceso de AWS |
-| `secretAccessKey` | string | Sí | Tu clave de acceso secreta de AWS |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Sí | Tu ID de clave de acceso AWS |
+| `secretAccessKey` | string | Sí | Tu clave de acceso secreta AWS |
+| `region` | string | Sí | Región AWS (ej., us-east-1) |
+| `bucketName` | string | Sí | Nombre del bucket S3 |
+| `objectKey` | string | Sí | Clave/ruta del objeto en S3 (ej., carpeta/archivo.ext) |
+| `file` | file | No | Archivo para subir |
+| `content` | string | No | Contenido de texto para subir (alternativa al archivo) |
+| `contentType` | string | No | Cabecera Content-Type (autodetectada del archivo si no se proporciona) |
+| `acl` | string | No | Lista de control de acceso (ej., private, public-read) |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `url` | string | URL del objeto S3 subido |
+| `metadata` | object | Metadatos de subida incluyendo ETag y ubicación |
+
+### `s3_get_object`
+
+Recuperar un objeto de un bucket AWS S3
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `accessKeyId` | string | Sí | Tu ID de clave de acceso AWS |
+| `secretAccessKey` | string | Sí | Tu clave de acceso secreta AWS |
 | `s3Uri` | string | Sí | URL del objeto S3 |
 
 #### Salida
@@ -84,6 +109,73 @@ Recuperar un objeto de un bucket de AWS S3
 | `url` | string | URL prefirmada para descargar el objeto S3 |
 | `metadata` | object | Metadatos del archivo incluyendo tipo, tamaño, nombre y fecha de última modificación |
 
+### `s3_list_objects`
+
+Listar objetos en un bucket de AWS S3
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ---------- | ----------- |
+| `accessKeyId` | string | Sí | Tu ID de clave de acceso de AWS |
+| `secretAccessKey` | string | Sí | Tu clave de acceso secreta de AWS |
+| `region` | string | Sí | Región de AWS (p. ej., us-east-1) |
+| `bucketName` | string | Sí | Nombre del bucket S3 |
+| `prefix` | string | No | Prefijo para filtrar objetos (p. ej., carpeta/) |
+| `maxKeys` | number | No | Número máximo de objetos a devolver (predeterminado: 1000) |
+| `continuationToken` | string | No | Token para paginación |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `objects` | array | Lista de objetos S3 |
+
+### `s3_delete_object`
+
+Eliminar un objeto de un bucket de AWS S3
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ---------- | ----------- |
+| `accessKeyId` | string | Sí | Tu ID de clave de acceso de AWS |
+| `secretAccessKey` | string | Sí | Tu clave de acceso secreta de AWS |
+| `region` | string | Sí | Región de AWS (p. ej., us-east-1) |
+| `bucketName` | string | Sí | Nombre del bucket S3 |
+| `objectKey` | string | Sí | Clave/ruta del objeto a eliminar |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Indica si el objeto fue eliminado correctamente |
+| `metadata` | object | Metadatos de la eliminación |
+
+### `s3_copy_object`
+
+Copiar un objeto dentro de o entre buckets de AWS S3
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ---------- | ----------- |
+| `accessKeyId` | string | Sí | Tu ID de clave de acceso de AWS |
+| `secretAccessKey` | string | Sí | Tu clave de acceso secreta de AWS |
+| `region` | string | Sí | Región de AWS (p. ej., us-east-1) |
+| `sourceBucket` | string | Sí | Nombre del bucket de origen |
+| `sourceKey` | string | Sí | Clave/ruta del objeto de origen |
+| `destinationBucket` | string | Sí | Nombre del bucket de destino |
+| `destinationKey` | string | Sí | Clave/ruta del objeto de destino |
+| `acl` | string | No | Lista de control de acceso para el objeto copiado (p. ej., private, public-read) |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `url` | string | URL del objeto S3 copiado |
+| `metadata` | object | Metadatos de la operación de copia |
+
 ## Notas
 
 - Categoría: `tools`

apps/docs/content/docs/es/tools/zep.mdx

@@ -0,0 +1,242 @@
+---
+title: Zep
+description: Memoria a largo plazo para agentes de IA
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="zep"
+  color="#E8E8E8"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      xmlns='http://www.w3.org/2000/svg'
+      viewBox='0 0 233 196'
+      
+      
+    >
+      <path
+        d='m231.34,108.7l-1.48-1.55h-10.26l3.59-75.86-14.8-.45-2.77,49.31c-59.6-3.24-119.33-3.24-178.92-.02l-1.73-64.96-14.8.45,2.5,91.53H2.16l-1.41,1.47c-1.55,16.23-.66,32.68,2.26,48.89h10.83l.18,1.27c.67,19.34,16.1,34.68,35.9,34.68s44.86-.92,66.12-.92,46.56.92,65.95.92,35.19-15.29,35.9-34.61l.16-1.34h11.02c2.91-16.19,3.81-32.61,2.26-48.81Zm-158.23,58.01c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Zm86.51,0c-17.27,0-30.25-13.78-30.25-29.78s12.99-29.78,30.25-29.78,29.62,13.94,29.62,29.94-12.35,29.62-29.62,29.62Z'
+        fill='#FF1493'
+      />
+      <polygon
+        points='111.77 22.4 93.39 49.97 93.52 50.48 185.88 38.51 190.95 27.68 114.32 36.55 117.7 31.48 117.7 31.47 138.38 .49 138.25 0 47.67 11.6 42.85 22.27 118.34 12.61 111.77 22.4'
+        fill='#FF1493'
+      />
+      <path
+        d='m72.97,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+      <path
+        d='m159.48,121.47c-8.67,0-15.73,6.93-15.73,15.46s7.06,15.46,15.73,15.46,15.37-6.75,15.37-15.37-6.75-15.55-15.37-15.55Z'
+        fill='#FF1493'
+      />
+    </svg>`}
+/>
+
+## Instrucciones de uso
+
+Integra Zep para la gestión de memoria a largo plazo. Crea hilos, añade mensajes, recupera contexto con resúmenes potenciados por IA y extracción de datos relevantes.
+
+## Herramientas
+
+### `zep_create_thread`
+
+Iniciar un nuevo hilo de conversación en Zep
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Sí | Identificador único para el hilo |
+| `userId` | string | Sí | ID de usuario asociado con el hilo |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `threadId` | string | El ID del hilo |
+| `userId` | string | El ID del usuario |
+| `uuid` | string | UUID interno |
+| `createdAt` | string | Marca de tiempo de creación |
+| `projectUuid` | string | UUID del proyecto |
+
+### `zep_get_threads`
+
+Listar todos los hilos de conversación
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `pageSize` | number | No | Número de hilos a recuperar por página |
+| `pageNumber` | number | No | Número de página para paginación |
+| `orderBy` | string | No | Campo para ordenar resultados \(created_at, updated_at, user_id, thread_id\) |
+| `asc` | boolean | No | Dirección de ordenamiento: true para ascendente, false para descendente |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `threads` | array | Array de objetos de hilo |
+| `responseCount` | number | Número de hilos en esta respuesta |
+| `totalCount` | number | Número total de hilos disponibles |
+
+### `zep_delete_thread`
+
+Eliminar un hilo de conversación de Zep
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Sí | ID del hilo a eliminar |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `deleted` | boolean | Indica si el hilo fue eliminado |
+
+### `zep_get_context`
+
+Recuperar el contexto del usuario de un hilo con modo resumen o básico
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Sí | ID del hilo del que obtener el contexto |
+| `mode` | string | No | Modo de contexto: "summary" \(lenguaje natural\) o "basic" \(hechos sin procesar\) |
+| `minRating` | number | No | Calificación mínima para filtrar hechos relevantes |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `context` | string | La cadena de contexto \(resumen o básico\) |
+| `facts` | array | Hechos extraídos |
+| `entities` | array | Entidades extraídas |
+| `summary` | string | Resumen de la conversación |
+
+### `zep_get_messages`
+
+Recuperar mensajes de un hilo
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Sí | ID del hilo del que obtener mensajes |
+| `limit` | number | No | Número máximo de mensajes a devolver |
+| `cursor` | string | No | Cursor para paginación |
+| `lastn` | number | No | Número de mensajes más recientes a devolver \(anula el límite y el cursor\) |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `messages` | array | Array de objetos de mensaje |
+| `rowCount` | number | Número de mensajes en esta respuesta |
+| `totalCount` | number | Número total de mensajes en el hilo |
+
+### `zep_add_messages`
+
+Añadir mensajes a un hilo existente
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | -------- | ----------- |
+| `threadId` | string | Sí | ID del hilo al que añadir mensajes |
+| `messages` | json | Sí | Array de objetos de mensaje con rol y contenido |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `context` | string | Contexto actualizado después de añadir mensajes |
+| `messageIds` | array | Array de UUIDs de mensajes añadidos |
+| `threadId` | string | El ID del hilo |
+
+### `zep_add_user`
+
+Crear un nuevo usuario en Zep
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ----------- | ----------- |
+| `userId` | string | Sí | Identificador único para el usuario |
+| `email` | string | No | Dirección de correo electrónico del usuario |
+| `firstName` | string | No | Nombre del usuario |
+| `lastName` | string | No | Apellido del usuario |
+| `metadata` | json | No | Metadatos adicionales como objeto JSON |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `userId` | string | El ID del usuario |
+| `email` | string | Correo electrónico del usuario |
+| `firstName` | string | Nombre del usuario |
+| `lastName` | string | Apellido del usuario |
+| `uuid` | string | UUID interno |
+| `createdAt` | string | Marca de tiempo de creación |
+| `metadata` | object | Metadatos del usuario |
+
+### `zep_get_user`
+
+Recuperar información del usuario de Zep
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ----------- | ----------- |
+| `userId` | string | Sí | ID del usuario a recuperar |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `userId` | string | El ID del usuario |
+| `email` | string | Correo electrónico del usuario |
+| `firstName` | string | Nombre del usuario |
+| `lastName` | string | Apellido del usuario |
+| `uuid` | string | UUID interno |
+| `createdAt` | string | Marca de tiempo de creación |
+| `updatedAt` | string | Marca de tiempo de última actualización |
+| `metadata` | object | Metadatos del usuario |
+
+### `zep_get_user_threads`
+
+Listar todos los hilos de conversación para un usuario específico
+
+#### Entrada
+
+| Parámetro | Tipo | Obligatorio | Descripción |
+| --------- | ---- | ----------- | ----------- |
+| `userId` | string | Sí | ID del usuario para obtener los hilos |
+| `limit` | number | No | Número máximo de hilos a devolver |
+| `apiKey` | string | Sí | Tu clave API de Zep |
+
+#### Salida
+
+| Parámetro | Tipo | Descripción |
+| --------- | ---- | ----------- |
+| `threads` | array | Array de objetos de hilo para este usuario |
+| `userId` | string | El ID del usuario |
+
+## Notas
+
+- Categoría: `tools`
+- Tipo: `zep`

apps/docs/content/docs/es/triggers/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Disparadores
+title: Descripción general
 description: Formas principales de iniciar flujos de trabajo de Sim
 ---
 

apps/docs/content/docs/fr/blocks/guardrails.mdx

@@ -8,213 +8,213 @@ import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Image } from '@/components/ui/image'
 import { Video } from '@/components/ui/video'
 
-The Guardrails block validates and protects your AI workflows by checking content against multiple validation types. Ensure data quality, prevent hallucinations, detect PII, and enforce format requirements before content moves through your workflow.
+Le bloc Guardrails valide et protège vos flux de travail IA en vérifiant le contenu selon plusieurs types de validation. Assurez la qualité des données, prévenez les hallucinations, détectez les PII et imposez des exigences de format avant que le contenu ne circule dans votre flux de travail.
 
 <div className="flex justify-center">
   <Image
     src="/static/blocks/guardrails.png"
-    alt="Guardrails Block"
+    alt="Bloc Guardrails"
     width={500}
     height={350}
     className="my-6"
   />
 </div>
 
-## Overview
+## Aperçu
 
-The Guardrails block enables you to:
+Le bloc Guardrails vous permet de :
 
 <Steps>
   <Step>
-    <strong>Validate JSON Structure</strong>: Ensure LLM outputs are valid JSON before parsing
+    <strong>Valider la structure JSON</strong> : garantir que les sorties LLM sont en JSON valide avant l'analyse
   </Step>
   <Step>
-    <strong>Match Regex Patterns</strong>: Verify content matches specific formats (emails, phone numbers, URLs, etc.)
+    <strong>Correspondre aux modèles Regex</strong> : vérifier que le contenu correspond à des formats spécifiques (emails, numéros de téléphone, URLs, etc.)
   </Step>
   <Step>
-    <strong>Detect Hallucinations</strong>: Use RAG + LLM scoring to validate AI outputs against knowledge base content
+    <strong>Détecter les hallucinations</strong> : utiliser le scoring RAG + LLM pour valider les sorties IA par rapport au contenu de la base de connaissances
   </Step>
   <Step>
-    <strong>Detect PII</strong>: Identify and optionally mask personally identifiable information across 40+ entity types
+    <strong>Détecter les PII</strong> : identifier et éventuellement masquer les informations personnellement identifiables à travers plus de 40 types d'entités
   </Step>
 </Steps>
 
-## Validation Types
+## Types de validation
 
-### JSON Validation
+### Validation JSON
 
-Validates that content is properly formatted JSON. Perfect for ensuring structured LLM outputs can be safely parsed.
+Vérifie que le contenu est correctement formaté en JSON. Parfait pour s'assurer que les sorties LLM structurées peuvent être analysées en toute sécurité.
 
-**Use Cases:**
-- Validate JSON responses from Agent blocks before parsing
-- Ensure API payloads are properly formatted
-- Check structured data integrity
+**Cas d'utilisation :**
+- Valider les réponses JSON des blocs Agent avant l'analyse
+- S'assurer que les charges utiles API sont correctement formatées
+- Vérifier l'intégrité des données structurées
 
 **Output:**
-- `passed`: `true` if valid JSON, `false` otherwise
-- `error`: Error message if validation fails (e.g., "Invalid JSON: Unexpected token...")
+- `passed`: `true` si le JSON est valide, `false` sinon
+- `error`: Message d'erreur si la validation échoue (par ex., "JSON invalide : Token inattendu...")
 
-### Regex Validation
+### Validation Regex
 
-Checks if content matches a specified regular expression pattern.
+Vérifie si le contenu correspond à un modèle d'expression régulière spécifié.
 
-**Use Cases:**
-- Validate email addresses
-- Check phone number formats
-- Verify URLs or custom identifiers
-- Enforce specific text patterns
+**Cas d'utilisation :**
+- Valider les adresses email
+- Vérifier les formats de numéros de téléphone
+- Vérifier les URLs ou identifiants personnalisés
+- Imposer des modèles de texte spécifiques
 
-**Configuration:**
-- **Regex Pattern**: The regular expression to match against (e.g., `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` for emails)
+**Configuration :**
+- **Modèle Regex** : L'expression régulière à faire correspondre (par ex., `^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$` pour les emails)
 
 **Output:**
-- `passed`: `true` if content matches pattern, `false` otherwise
-- `error`: Error message if validation fails
+- `passed`: `true` si le contenu correspond au modèle, `false` sinon
+- `error`: Message d'erreur si la validation échoue
 
-### Hallucination Detection
+### Détection d'hallucination
 
-Uses Retrieval-Augmented Generation (RAG) with LLM scoring to detect when AI-generated content contradicts or isn't grounded in your knowledge base.
+Utilise la génération augmentée par récupération (RAG) avec notation par LLM pour détecter quand le contenu généré par l'IA contredit ou n'est pas fondé sur votre base de connaissances.
 
-**How It Works:**
-1. Queries your knowledge base for relevant context
-2. Sends both the AI output and retrieved context to an LLM
-3. LLM assigns a confidence score (0-10 scale)
-   - **0** = Full hallucination (completely ungrounded)
-   - **10** = Fully grounded (completely supported by knowledge base)
-4. Validation passes if score ≥ threshold (default: 3)
+**Comment ça fonctionne :**
+1. Interroge votre base de connaissances pour obtenir un contexte pertinent
+2. Envoie à la fois la sortie de l'IA et le contexte récupéré à un LLM
+3. Le LLM attribue un score de confiance (échelle de 0 à 10)
+   - **0** = Hallucination complète (totalement non fondée)
+   - **10** = Entièrement fondé (complètement soutenu par la base de connaissances)
+4. La validation réussit si le score ≥ seuil (par défaut : 3)
 
-**Configuration:**
-- **Knowledge Base**: Select from your existing knowledge bases
-- **Model**: Choose LLM for scoring (requires strong reasoning - GPT-4o, Claude 3.7 Sonnet recommended)
-- **API Key**: Authentication for selected LLM provider (auto-hidden for hosted/Ollama models)
-- **Confidence Threshold**: Minimum score to pass (0-10, default: 3)
-- **Top K** (Advanced): Number of knowledge base chunks to retrieve (default: 10)
+**Configuration :**
+- **Base de connaissances** : Sélectionnez parmi vos bases de connaissances existantes
+- **Modèle** : Choisissez un LLM pour la notation (nécessite un raisonnement solide - GPT-4o, Claude 3.7 Sonnet recommandés)
+- **Clé API** : Authentification pour le fournisseur LLM sélectionné (masquée automatiquement pour les modèles hébergés/Ollama)
+- **Seuil de confiance** : Score minimum pour réussir (0-10, par défaut : 3)
+- **Top K** (Avancé) : Nombre de fragments de base de connaissances à récupérer (par défaut : 10)
 
 **Output:**
-- `passed`: `true` if confidence score ≥ threshold
-- `score`: Confidence score (0-10)
-- `reasoning`: LLM's explanation for the score
-- `error`: Error message if validation fails
+- `passed`: `true` si le score de confiance ≥ seuil
+- `score`: Score de confiance (0-10)
+- `reasoning`: Explication du LLM pour le score
+- `error`: Message d'erreur si la validation échoue
 
-**Use Cases:**
-- Validate Agent responses against documentation
-- Ensure customer support answers are factually accurate
-- Verify generated content matches source material
-- Quality control for RAG applications
+**Cas d'utilisation :**
+- Valider les réponses des agents par rapport à la documentation
+- Assurer que les réponses du support client sont factuellement exactes
+- Vérifier que le contenu généré correspond au matériel source
+- Contrôle qualité pour les applications RAG
 
-### PII Detection
+### Détection de PII
 
-Detects personally identifiable information using Microsoft Presidio. Supports 40+ entity types across multiple countries and languages.
+Détecte les informations personnellement identifiables à l'aide de Microsoft Presidio. Prend en charge plus de 40 types d'entités dans plusieurs pays et langues.
 
 <div className="mx-auto w-3/5 overflow-hidden rounded-lg">
   <Video src="guardrails.mp4" width={500} height={350} />
 </div>
 
-**How It Works:**
-1. Scans content for PII entities using pattern matching and NLP
-2. Returns detected entities with locations and confidence scores
-3. Optionally masks detected PII in the output
+**Comment ça fonctionne :**
+1. Analyse le contenu pour détecter les entités PII en utilisant la correspondance de modèles et le NLP
+2. Renvoie les entités détectées avec leurs emplacements et scores de confiance
+3. Masque optionnellement les PII détectées dans la sortie
 
-**Configuration:**
-- **PII Types to Detect**: Select from grouped categories via modal selector
-  - **Common**: Person name, Email, Phone, Credit card, IP address, etc.
-  - **USA**: SSN, Driver's license, Passport, etc.
-  - **UK**: NHS number, National insurance number
-  - **Spain**: NIF, NIE, CIF
-  - **Italy**: Fiscal code, Driver's license, VAT code
-  - **Poland**: PESEL, NIP, REGON
-  - **Singapore**: NRIC/FIN, UEN
-  - **Australia**: ABN, ACN, TFN, Medicare
-  - **India**: Aadhaar, PAN, Passport, Voter number
-- **Mode**: 
-  - **Detect**: Only identify PII (default)
-  - **Mask**: Replace detected PII with masked values
-- **Language**: Detection language (default: English)
+**Configuration :**
+- **Types de PII à détecter** : Sélectionnez parmi les catégories groupées via le sélecteur modal
+  - **Commun** : Nom de personne, Email, Téléphone, Carte de crédit, Adresse IP, etc.
+  - **USA** : SSN, Permis de conduire, Passeport, etc.
+  - **Royaume-Uni** : Numéro NHS, Numéro d'assurance nationale
+  - **Espagne** : NIF, NIE, CIF
+  - **Italie** : Code fiscal, Permis de conduire, Code TVA
+  - **Pologne** : PESEL, NIP, REGON
+  - **Singapour** : NRIC/FIN, UEN
+  - **Australie** : ABN, ACN, TFN, Medicare
+  - **Inde** : Aadhaar, PAN, Passeport, Numéro d'électeur
+- **Mode** : 
+  - **Détecter** : Identifier uniquement les PII (par défaut)
+  - **Masquer** : Remplacer les PII détectées par des valeurs masquées
+- **Langue** : Langue de détection (par défaut : anglais)
 
-**Output:**
-- `passed`: `false` if any selected PII types are detected
-- `detectedEntities`: Array of detected PII with type, location, and confidence
-- `maskedText`: Content with PII masked (only if mode = "Mask")
-- `error`: Error message if validation fails
+**Sortie :**
+- `passed` : `false` si des types de PII sélectionnés sont détectés
+- `detectedEntities` : Tableau des PII détectées avec type, emplacement et niveau de confiance
+- `maskedText` : Contenu avec PII masquées (uniquement si mode = "Mask")
+- `error` : Message d'erreur si la validation échoue
 
-**Use Cases:**
-- Block content containing sensitive personal information
-- Mask PII before logging or storing data
-- Compliance with GDPR, HIPAA, and other privacy regulations
-- Sanitize user inputs before processing
+**Cas d'utilisation :**
+- Bloquer le contenu contenant des informations personnelles sensibles
+- Masquer les PII avant la journalisation ou le stockage des données
+- Conformité avec le RGPD, HIPAA et autres réglementations sur la confidentialité
+- Assainir les entrées utilisateur avant traitement
 
 ## Configuration
 
-### Content to Validate
+### Contenu à valider
 
-The input content to validate. This typically comes from:
-- Agent block outputs: `<agent.content>`
-- Function block results: `<function.output>`
-- API responses: `<api.output>`
-- Any other block output
+Le contenu d'entrée à valider. Cela provient généralement de :
+- Sorties de blocs d'agent : `<agent.content>`
+- Résultats de blocs de fonction : `<function.output>`
+- Réponses API : `<api.output>`
+- Toute autre sortie de bloc
 
-### Validation Type
+### Type de validation
 
-Choose from four validation types:
-- **Valid JSON**: Check if content is properly formatted JSON
-- **Regex Match**: Verify content matches a regex pattern
-- **Hallucination Check**: Validate against knowledge base with LLM scoring
-- **PII Detection**: Detect and optionally mask personally identifiable information
+Choisissez parmi quatre types de validation :
+- **JSON valide** : Vérifier si le contenu est au format JSON correctement formaté
+- **Correspondance Regex** : Vérifier si le contenu correspond à un modèle regex
+- **Vérification d'hallucination** : Valider par rapport à une base de connaissances avec notation LLM
+- **Détection de PII** : Détecter et éventuellement masquer les informations personnellement identifiables
 
-## Outputs
+## Sorties
 
-All validation types return:
+Tous les types de validation renvoient :
 
-- **`<guardrails.passed>`**: Boolean indicating if validation passed
-- **`<guardrails.validationType>`**: The type of validation performed
-- **`<guardrails.input>`**: The original input that was validated
-- **`<guardrails.error>`**: Error message if validation failed (optional)
+- **`<guardrails.passed>`** : Booléen indiquant si la validation a réussi
+- **`<guardrails.validationType>`** : Le type de validation effectuée
+- **`<guardrails.input>`** : L'entrée originale qui a été validée
+- **`<guardrails.error>`** : Message d'erreur si la validation a échoué (facultatif)
 
-Additional outputs by type:
+Sorties supplémentaires par type :
 
-**Hallucination Check:**
-- **`<guardrails.score>`**: Confidence score (0-10)
-- **`<guardrails.reasoning>`**: LLM's explanation
+**Vérification d'hallucination :**
+- **`<guardrails.score>`** : Score de confiance (0-10)
+- **`<guardrails.reasoning>`** : Explication du LLM
 
-**PII Detection:**
-- **`<guardrails.detectedEntities>`**: Array of detected PII entities
-- **`<guardrails.maskedText>`**: Content with PII masked (if mode = "Mask")
+**Détection de PII :**
+- **`<guardrails.detectedEntities>`** : Tableau des entités PII détectées
+- **`<guardrails.maskedText>`** : Contenu avec PII masquées (si mode = "Mask")
 
-## Example Use Cases
+## Exemples de cas d'utilisation
 
-### Validate JSON Before Parsing
+### Valider le JSON avant l'analyse
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Ensure Agent output is valid JSON</h4>
+  <h4 className="font-medium">Scénario : s'assurer que la sortie de l'agent est un JSON valide</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates structured JSON response</li>
-    <li>Guardrails validates JSON format</li>
-    <li>Condition block checks `<guardrails.passed>`</li>
-    <li>If passed → Parse and use data, If failed → Retry or handle error</li>
+    <li>L'agent génère une réponse JSON structurée</li>
+    <li>Guardrails valide le format JSON</li>
+    <li>Le bloc de condition vérifie `<guardrails.passed>`</li>
+    <li>Si réussi → Analyser et utiliser les données, Si échoué → Réessayer ou gérer l'erreur</li>
   </ol>
 </div>
 
-### Prevent Hallucinations
+### Prévenir les hallucinations
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Validate customer support responses</h4>
+  <h4 className="font-medium">Scénario : valider les réponses du support client</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent generates response to customer question</li>
-    <li>Guardrails checks against support documentation knowledge base</li>
-    <li>If confidence score ≥ 3 → Send response</li>
-    <li>If confidence score \< 3 → Flag for human review</li>
+    <li>L'agent génère une réponse à la question du client</li>
+    <li>Guardrails vérifie par rapport à la base de connaissances de la documentation d'assistance</li>
+    <li>Si le score de confiance ≥ 3 → Envoyer la réponse</li>
+    <li>Si le score de confiance \< 3 → Signaler pour révision humaine</li>
   </ol>
 </div>
 
-### Block PII in User Inputs
+### Bloquer les PII dans les entrées utilisateur
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Sanitize user-submitted content</h4>
+  <h4 className="font-medium">Scénario : assainir le contenu soumis par l'utilisateur</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>User submits form with text content</li>
-    <li>Guardrails detects PII (emails, phone numbers, SSN, etc.)</li>
-    <li>If PII detected → Reject submission or mask sensitive data</li>
-    <li>If no PII → Process normally</li>
+    <li>L'utilisateur soumet un formulaire avec du contenu textuel</li>
+    <li>Guardrails détecte les PII (emails, numéros de téléphone, numéros de sécurité sociale, etc.)</li>
+    <li>Si PII détectées → Rejeter la soumission ou masquer les données sensibles</li>
+    <li>Si aucune PII → Traiter normalement</li>
   </ol>
 </div>
 
@@ -222,30 +222,29 @@ Additional outputs by type:
   <Video src="guardrails-example.mp4" width={500} height={350} />
 </div>
 
-### Validate Email Format
+### Valider le format d'email
 
 <div className="mb-4 rounded-md border p-4">
-  <h4 className="font-medium">Scenario: Check email address format</h4>
+  <h4 className="font-medium">Scénario : vérifier le format d'adresse email</h4>
   <ol className="list-decimal pl-5 text-sm">
-    <li>Agent extracts email from text</li>
-    <li>Guardrails validates with regex pattern</li>
-    <li>If valid → Use email for notification</li>
-    <li>If invalid → Request correction</li>
+    <li>L'agent extrait l'email du texte</li>
+    <li>Guardrails valide avec un modèle d'expression régulière</li>
+    <li>Si valide → Utiliser l'email pour la notification</li>
+    <li>Si invalide → Demander une correction</li>
   </ol>
 </div>
 
-## Best Practices
+## Bonnes pratiques
 
-- **Chain with Condition blocks**: Use `<guardrails.passed>` to branch workflow logic based on validation results
-- **Use JSON validation before parsing**: Always validate JSON structure before attempting to parse LLM outputs
-- **Choose appropriate PII types**: Only select the PII entity types relevant to your use case for better performance
-- **Set reasonable confidence thresholds**: For hallucination detection, adjust threshold based on your accuracy requirements (higher = stricter)
-- **Use strong models for hallucination detection**: GPT-4o or Claude 3.7 Sonnet provide more accurate confidence scoring
-- **Mask PII for logging**: Use "Mask" mode when you need to log or store content that may contain PII
-- **Test regex patterns**: Validate your regex patterns thoroughly before deploying to production
-- **Monitor validation failures**: Track `<guardrails.error>` messages to identify common validation issues
+- **Chaîner avec des blocs Condition** : Utilisez `<guardrails.passed>` pour créer des branches dans la logique du workflow selon les résultats de validation
+- **Valider le JSON avant l'analyse** : Toujours valider la structure JSON avant de tenter d'analyser les sorties du LLM
+- **Choisir les types de PII appropriés** : Sélectionnez uniquement les types d'entités PII pertinents pour votre cas d'utilisation afin d'améliorer les performances
+- **Définir des seuils de confiance raisonnables** : Pour la détection d'hallucinations, ajustez le seuil selon vos exigences de précision (plus élevé = plus strict)
+- **Utiliser des modèles performants pour la détection d'hallucinations** : GPT-4o ou Claude 3.7 Sonnet fournissent un score de confiance plus précis
+- **Masquer les PII pour la journalisation** : Utilisez le mode « Mask » lorsque vous devez journaliser ou stocker du contenu susceptible de contenir des PII
+- **Tester les modèles regex** : Validez soigneusement vos modèles d'expressions régulières avant de les déployer en production
+- **Surveiller les échecs de validation** : Suivez les messages `<guardrails.error>` pour identifier les problèmes de validation courants
 
 <Callout type="info">
-  Guardrails validation happens synchronously in your workflow. For hallucination detection, choose faster models (like GPT-4o-mini) if latency is critical.
+  La validation des guardrails s'effectue de manière synchrone dans votre workflow. Pour la détection d'hallucinations, choisissez des modèles plus rapides (comme GPT-4o-mini) si la latence est critique.
 </Callout>
-

apps/docs/content/docs/fr/blocks/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Blocs
+title: Aperçu
 description: Les composants de construction de vos flux de travail IA
 ---
 

apps/docs/content/docs/fr/connections/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Principes de base des connexions
+title: Principes de base
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/fr/connections/data-structure.mdx

@@ -1,5 +1,5 @@
 ---
-title: Structure de données de connexion
+title: Structure de données
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/fr/connections/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Connexions
+title: Aperçu
 description: Connectez vos blocs les uns aux autres.
 ---
 

apps/docs/content/docs/fr/connections/tags.mdx

@@ -1,5 +1,5 @@
 ---
-title: Balises de connexion
+title: Tags
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/fr/execution/api.mdx

@@ -535,7 +535,7 @@ app.post('/sim-webhook', (req, res) => {
         // Handle error...
       } else {
         console.log(`Workflow ${workflowId} completed: ${executionId}`);
-        console.log(`Cost: ${cost.total}`);
+        console.log(`Cost: $${cost.total}`);
         // Process successful execution...
       }
       break;

apps/docs/content/docs/fr/execution/basics.mdx

@@ -1,5 +1,5 @@
 ---
-title: Principes de base de l'exécution
+title: Principes de base
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/fr/execution/index.mdx

@@ -1,5 +1,5 @@
 ---
-title: Exécution
+title: Aperçu
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'

apps/docs/content/docs/fr/sdks/python.mdx

@@ -1,5 +1,5 @@
 ---
-title: Python SDK
+title: Python
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -757,10 +757,6 @@ Configurez le client en utilisant des variables d'environnement :
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Gardez votre clé API sécurisée et ne la soumettez jamais au contrôle de version. Utilisez des variables d'environnement ou une gestion de configuration sécurisée.
-</Callout>
-
 ## Prérequis
 
 - Python 3.8+

apps/docs/content/docs/fr/sdks/typescript.mdx

@@ -1,5 +1,5 @@
 ---
-title: TypeScript/JavaScript SDK
+title: TypeScript
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -7,10 +7,10 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-Le SDK officiel TypeScript/JavaScript pour Sim offre une sécurité de type complète et prend en charge les environnements Node.js et navigateur, vous permettant d'exécuter des workflows par programmation depuis vos applications Node.js, applications web et autres environnements JavaScript.
+Le SDK officiel TypeScript/JavaScript pour Sim offre une sécurité de type complète et prend en charge les environnements Node.js et navigateur, vous permettant d'exécuter des flux de travail par programmation depuis vos applications Node.js, applications web et autres environnements JavaScript.
 
 <Callout type="info">
-  Le SDK TypeScript offre une sécurité de type complète, la prise en charge de l'exécution asynchrone, une limitation automatique du débit avec backoff exponentiel et le suivi d'utilisation.
+  Le SDK TypeScript fournit une sécurité de type complète, une prise en charge de l'exécution asynchrone, une limitation automatique du débit avec backoff exponentiel et un suivi d'utilisation.
 </Callout>
 
 ## Installation
@@ -43,7 +43,7 @@ Installez le SDK en utilisant votre gestionnaire de paquets préféré :
 
 ## Démarrage rapide
 
-Voici un exemple simple pour commencer :
+Voici un exemple simple pour vous aider à démarrer :
 
 ```typescript
 import { SimStudioClient } from 'simstudio-ts-sdk';
@@ -74,14 +74,14 @@ new SimStudioClient(config: SimStudioConfig)
 ```
 
 **Configuration :**
-- `config.apiKey` (string) : votre clé API Sim
+- `config.apiKey` (string) : Votre clé API Sim
 - `config.baseUrl` (string, optionnel) : URL de base pour l'API Sim (par défaut `https://sim.ai`)
 
 #### Méthodes
 
 ##### executeWorkflow()
 
-Exécuter un workflow avec des données d'entrée optionnelles.
+Exécuter un flux de travail avec des données d'entrée optionnelles.
 
 ```typescript
 const result = await client.executeWorkflow('workflow-id', {
@@ -91,17 +91,17 @@ const result = await client.executeWorkflow('workflow-id', {
 ```
 
 **Paramètres :**
-- `workflowId` (string) : L'ID du workflow à exécuter
-- `options` (ExecutionOptions, optionnel) :
+- `workflowId` (string) : L'identifiant du workflow à exécuter
+- `options` (ExecutionOptions, facultatif) :
   - `input` (any) : Données d'entrée à transmettre au workflow
   - `timeout` (number) : Délai d'expiration en millisecondes (par défaut : 30000)
   - `stream` (boolean) : Activer les réponses en streaming (par défaut : false)
-  - `selectedOutputs` (string[]) : Bloquer les sorties à diffuser au format `blockName.attribute` (par exemple, `["agent1.content"]`)
+  - `selectedOutputs` (string[]) : Sorties de blocs à diffuser au format `blockName.attribute` (par exemple, `["agent1.content"]`)
   - `async` (boolean) : Exécuter de manière asynchrone (par défaut : false)
 
 **Retourne :** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
 
-Lorsque `async: true`, retourne immédiatement avec un ID de tâche pour l'interrogation. Sinon, attend la fin de l'exécution.
+Lorsque `async: true`, retourne immédiatement un identifiant de tâche pour l'interrogation. Sinon, attend la fin de l'exécution.
 
 ##### getWorkflowStatus()
 
@@ -113,7 +113,7 @@ console.log('Is deployed:', status.isDeployed);
 ```
 
 **Paramètres :**
-- `workflowId` (string) : L'ID du workflow
+- `workflowId` (string) : L'identifiant du workflow
 
 **Retourne :** `Promise<WorkflowStatus>`
 
@@ -129,7 +129,7 @@ if (isReady) {
 ```
 
 **Paramètres :**
-- `workflowId` (string) : L'ID du workflow
+- `workflowId` (string) : L'identifiant du workflow
 
 **Retourne :** `Promise<boolean>`
 
@@ -146,22 +146,22 @@ if (status.status === 'completed') {
 ```
 
 **Paramètres :**
-- `taskId` (string) : L'ID de tâche retourné par l'exécution asynchrone
+- `taskId` (string) : L'identifiant de tâche retourné par l'exécution asynchrone
 
 **Retourne :** `Promise<JobStatus>`
 
 **Champs de réponse :**
 - `success` (boolean) : Indique si la requête a réussi
-- `taskId` (string) : L'ID de la tâche
-- `status` (string) : L'un des statuts suivants : `'queued'`, `'processing'`, `'completed'`, `'failed'`, `'cancelled'`
-- `metadata` (object) : Contient `startedAt`, `completedAt`, et `duration`
-- `output` (any, optionnel) : La sortie du workflow (une fois terminé)
-- `error` (any, optionnel) : Détails de l'erreur (en cas d'échec)
-- `estimatedDuration` (number, optionnel) : Durée estimée en millisecondes (lorsqu'en traitement/en file d'attente)
+- `taskId` (string) : L'identifiant de la tâche
+- `status` (string) : L'un des états suivants : `'queued'`, `'processing'`, `'completed'`, `'failed'`, `'cancelled'`
+- `metadata` (object) : Contient `startedAt`, `completedAt` et `duration`
+- `output` (any, facultatif) : La sortie du workflow (une fois terminé)
+- `error` (any, facultatif) : Détails de l'erreur (en cas d'échec)
+- `estimatedDuration` (number, facultatif) : Durée estimée en millisecondes (lorsqu'en traitement/en file d'attente)
 
 ##### executeWithRetry()
 
-Exécute un workflow avec une nouvelle tentative automatique en cas d'erreurs de limite de débit en utilisant un backoff exponentiel.
+Exécuter un workflow avec une nouvelle tentative automatique en cas d'erreurs de limitation de débit, en utilisant un backoff exponentiel.
 
 ```typescript
 const result = await client.executeWithRetry('workflow-id', {
@@ -186,11 +186,11 @@ const result = await client.executeWithRetry('workflow-id', {
 
 **Retourne :** `Promise<WorkflowExecutionResult | AsyncExecutionResult>`
 
-La logique de nouvelle tentative utilise un backoff exponentiel (1s → 2s → 4s → 8s...) avec une variation aléatoire de ±25 % pour éviter l'effet de rafale. Si l'API fournit un en-tête `retry-after`, celui-ci sera utilisé à la place.
+La logique de nouvelle tentative utilise un backoff exponentiel (1s → 2s → 4s → 8s...) avec une variation aléatoire de ±25 % pour éviter l'effet de horde. Si l'API fournit un en-tête `retry-after`, celui-ci sera utilisé à la place.
 
 ##### getRateLimitInfo()
 
-Obtient les informations actuelles sur les limites de débit à partir de la dernière réponse de l'API.
+Obtenir les informations actuelles de limitation de débit à partir de la dernière réponse de l'API.
 
 ```typescript
 const rateLimitInfo = client.getRateLimitInfo();
@@ -205,7 +205,7 @@ if (rateLimitInfo) {
 
 ##### getUsageLimits()
 
-Obtient les limites d'utilisation actuelles et les informations de quota pour votre compte.
+Obtenir les limites d'utilisation actuelles et les informations de quota pour votre compte.
 
 ```typescript
 const limits = await client.getUsageLimits();
@@ -247,7 +247,7 @@ console.log('Plan:', limits.usage.plan);
 
 ##### setApiKey()
 
-Met à jour la clé API.
+Mettre à jour la clé API.
 
 ```typescript
 client.setApiKey('new-api-key');
@@ -255,7 +255,7 @@ client.setApiKey('new-api-key');
 
 ##### setBaseUrl()
 
-Met à jour l'URL de base.
+Mettre à jour l'URL de base.
 
 ```typescript
 client.setBaseUrl('https://my-custom-domain.com');
@@ -356,7 +356,7 @@ class SimStudioError extends Error {
 
 **Codes d'erreur courants :**
 - `UNAUTHORIZED` : Clé API invalide
-- `TIMEOUT` : Délai d'attente de la requête dépassé
+- `TIMEOUT` : Délai d'attente dépassé
 - `RATE_LIMIT_EXCEEDED` : Limite de débit dépassée
 - `USAGE_LIMIT_EXCEEDED` : Limite d'utilisation dépassée
 - `EXECUTION_ERROR` : Échec de l'exécution du workflow
@@ -501,7 +501,7 @@ Configurez le client en utilisant des variables d'environnement :
   </Tab>
 </Tabs>
 
-### Intégration avec Express de Node.js
+### Intégration avec Node.js Express
 
 Intégration avec un serveur Express.js :
 
@@ -604,26 +604,105 @@ async function executeClientSideWorkflow() {
     });
 
     console.log('Workflow result:', result);
-    
+
     // Update UI with result
-    document.getElementById('result')!.textContent = 
+    document.getElementById('result')!.textContent =
       JSON.stringify(result.output, null, 2);
   } catch (error) {
     console.error('Error:', error);
   }
 }
-
-// Attach to button click
-document.getElementById('executeBtn')?.addEventListener('click', executeClientSideWorkflow);
 ```
 
+### Téléchargement de fichiers
+
+Les objets File sont automatiquement détectés et convertis au format base64. Incluez-les dans votre entrée sous le nom de champ correspondant au format d'entrée du déclencheur API de votre workflow.
+
+Le SDK convertit les objets File dans ce format :
+
+```typescript
+{
+  type: 'file',
+  data: 'data:mime/type;base64,base64data',
+  name: 'filename',
+  mime: 'mime/type'
+}
+```
+
+Alternativement, vous pouvez fournir manuellement des fichiers en utilisant le format URL :
+
+```typescript
+{
+  type: 'url',
+  data: 'https://example.com/file.pdf',
+  name: 'file.pdf',
+  mime: 'application/pdf'
+}
+```
+
+<Tabs items={['Browser', 'Node.js']}>
+  <Tab value="Browser">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.NEXT_PUBLIC_SIM_API_KEY!
+    });
+
+    // From file input
+    async function handleFileUpload(event: Event) {
+      const input = event.target as HTMLInputElement;
+      const files = Array.from(input.files || []);
+
+      // Include files under the field name from your API trigger's input format
+      const result = await client.executeWorkflow('workflow-id', {
+        input: {
+          documents: files,  // Must match your workflow's "files" field name
+          instructions: 'Analyze these documents'
+        }
+      });
+
+      console.log('Result:', result);
+    }
+    ```
+
+  </Tab>
+  <Tab value="Node.js">
+
+    ```typescript
+    import { SimStudioClient } from 'simstudio-ts-sdk';
+    import fs from 'fs';
+
+    const client = new SimStudioClient({
+      apiKey: process.env.SIM_API_KEY!
+    });
+
+    // Read file and create File object
+    const fileBuffer = fs.readFileSync('./document.pdf');
+    const file = new File([fileBuffer], 'document.pdf', {
+      type: 'application/pdf'
+    });
+
+    // Include files under the field name from your API trigger's input format
+    const result = await client.executeWorkflow('workflow-id', {
+      input: {
+        documents: [file],  // Must match your workflow's "files" field name
+        query: 'Summarize this document'
+      }
+    });
+    ```
+
+  </Tab>
+</Tabs>
+
 <Callout type="warning">
-  Lors de l'utilisation du SDK dans le navigateur, veillez à ne pas exposer de clés API sensibles. Envisagez d'utiliser un proxy backend ou des clés API publiques avec des permissions limitées.
+  Lorsque vous utilisez le SDK dans le navigateur, faites attention à ne pas exposer des clés API sensibles. Envisagez d'utiliser un proxy backend ou des clés API publiques avec des permissions limitées.
 </Callout>
 
 ### Exemple de hook React
 
-Créer un hook React personnalisé pour l'exécution de workflow :
+Créez un hook React personnalisé pour l'exécution du workflow :
 
 ```typescript
 import { useState, useCallback } from 'react';
@@ -699,9 +778,9 @@ function WorkflowComponent() {
 }
 ```
 
-### Exécution asynchrone de workflow
+### Exécution asynchrone du workflow
 
-Exécuter des workflows de manière asynchrone pour les tâches de longue durée :
+Exécutez des workflows de manière asynchrone pour les tâches de longue durée :
 
 ```typescript
 import { SimStudioClient, AsyncExecutionResult } from 'simstudio-ts-sdk';
@@ -750,7 +829,7 @@ executeAsync();
 
 ### Limitation de débit et nouvelle tentative
 
-Gérer automatiquement les limites de débit avec backoff exponentiel :
+Gérez automatiquement les limites de débit avec un backoff exponentiel :
 
 ```typescript
 import { SimStudioClient, SimStudioError } from 'simstudio-ts-sdk';
@@ -786,9 +865,9 @@ async function executeWithRetryHandling() {
 }
 ```
 
-### Surveillance d'utilisation
+### Surveillance de l'utilisation
 
-Surveiller l'utilisation et les limites de votre compte :
+Surveillez l'utilisation et les limites de votre compte :
 
 ```typescript
 import { SimStudioClient } from 'simstudio-ts-sdk';
@@ -814,28 +893,28 @@ async function checkUsage() {
     console.log('  Resets at:', limits.rateLimit.async.resetAt);
     console.log('  Is limited:', limits.rateLimit.async.isLimited);
 
-    console.log('\n=== Utilisation ===');
-    console.log('Coût de la période actuelle : ' + limits.usage.currentPeriodCost.toFixed(2) + ' $');
-    console.log('Limite : ' + limits.usage.limit.toFixed(2) + ' $');
-    console.log('Forfait :', limits.usage.plan);
+    console.log('\n=== Usage ===');
+    console.log('Current period cost: $' + limits.usage.currentPeriodCost.toFixed(2));
+    console.log('Limit: $' + limits.usage.limit.toFixed(2));
+    console.log('Plan:', limits.usage.plan);
 
     const percentUsed = (limits.usage.currentPeriodCost / limits.usage.limit) * 100;
-    console.log('Utilisation : ' + percentUsed.toFixed(1) + ' %');
+    console.log('Usage: ' + percentUsed.toFixed(1) + '%');
 
     if (percentUsed > 80) {
-      console.warn('⚠️  Attention : vous approchez de votre limite d\'utilisation !');
+      console.warn('⚠️  Warning: You are approaching your usage limit!');
     }
   } catch (error) {
-    console.error('Erreur lors de la vérification de l\'utilisation :', error);
+    console.error('Error checking usage:', error);
   }
 }
 
 checkUsage();
 ```
 
-### Exécution de flux de travail avec streaming
+### Exécution de workflow en streaming
 
-Exécutez des flux de travail avec des réponses en streaming en temps réel :
+Exécutez des workflows avec des réponses en streaming en temps réel :
 
 ```typescript
 import { SimStudioClient } from 'simstudio-ts-sdk';
@@ -846,40 +925,35 @@ const client = new SimStudioClient({
 
 async function executeWithStreaming() {
   try {
-    // Activer le streaming pour des sorties de blocs spécifiques
+    // Enable streaming for specific block outputs
     const result = await client.executeWorkflow('workflow-id', {
-      input: { message: 'Compter jusqu'à cinq' },
+      input: { message: 'Count to five' },
       stream: true,
-      selectedOutputs: ['agent1.content'] // Utiliser le format blockName.attribute
+      selectedOutputs: ['agent1.content'] // Use blockName.attribute format
     });
 
-    console.log('Résultat du workflow :', result);
+    console.log('Workflow result:', result);
   } catch (error) {
-    console.error('Erreur :', error);
+    console.error('Error:', error);
   }
 }
-
 ```
 
-The streaming response follows the Server-Sent Events (SSE) format:
+La réponse en streaming suit le format Server-Sent Events (SSE) :
 
 ```
-
 data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":"One"}
 
-data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", deux"}
+data: {"blockId":"7b7735b9-19e5-4bd6-818b-46aae2596e9f","chunk":", two"}
 
 data: {"event":"done","success":true,"output":{},"metadata":{"duration":610}}
 
 data: [DONE]
-
 ```
 
-**React Streaming Example:**
+**Exemple de streaming avec React :**
 
-```
-
-typescript
+```typescript
 import { useState, useEffect } from 'react';
 
 function StreamingWorkflow() {
@@ -941,44 +1015,39 @@ function StreamingWorkflow() {
   return (
     <div>
       <button onClick={executeStreaming} disabled={loading}>
-        {loading ? 'Génération en cours...' : 'Démarrer le streaming'}
+        {loading ? 'Generating...' : 'Start Streaming'}
       </button>
       <div style={{ whiteSpace: 'pre-wrap' }}>{output}</div>
     </div>
   );
 }
-
 ```
 
-## Getting Your API Key
+## Obtenir votre clé API
 
 <Steps>
-  <Step title="Log in to Sim">
-    Navigate to [Sim](https://sim.ai) and log in to your account.
+  <Step title="Connectez-vous à Sim">
+    Accédez à [Sim](https://sim.ai) et connectez-vous à votre compte.
   </Step>
-  <Step title="Open your workflow">
-    Navigate to the workflow you want to execute programmatically.
+  <Step title="Ouvrez votre workflow">
+    Accédez au workflow que vous souhaitez exécuter par programmation.
   </Step>
-  <Step title="Deploy your workflow">
-    Click on "Deploy" to deploy your workflow if it hasn't been deployed yet.
+  <Step title="Déployez votre workflow">
+    Cliquez sur "Déployer" pour déployer votre workflow s'il n'a pas encore été déployé.
   </Step>
-  <Step title="Create or select an API key">
-    During the deployment process, select or create an API key.
+  <Step title="Créez ou sélectionnez une clé API">
+    Pendant le processus de déploiement, sélectionnez ou créez une clé API.
   </Step>
-  <Step title="Copy the API key">
-    Copy the API key to use in your TypeScript/JavaScript application.
+  <Step title="Copiez la clé API">
+    Copiez la clé API pour l'utiliser dans votre application TypeScript/JavaScript.
   </Step>
 </Steps>
 
-<Callout type="warning">
-  Keep your API key secure and never commit it to version control. Use environment variables or secure configuration management.
-</Callout>
-
-## Requirements
+## Prérequis
 
 - Node.js 16+
-- TypeScript 5.0+ (for TypeScript projects)
+- TypeScript 5.0+ (pour les projets TypeScript)
 
-## License
+## Licence
 
 Apache-2.0