From ef95ca7361aafbfc563933b4e77660c0f62b73b6 Mon Sep 17 00:00:00 2001 From: Aadhar Singh Bhadauria Date: Fri, 15 May 2026 16:54:55 +0530 Subject: [PATCH 1/9] feat: add fumadocs site polish and reliable static search Ship the new docs-fumadocs experience with Langfuse-inspired styling updates and a robust static search flow that works in exported builds without depending on server API routes. --- docs-fumadocs/.gitignore | 26 + docs-fumadocs/CUTOVER.md | 31 + docs-fumadocs/README.md | 34 + docs-fumadocs/app/(home)/layout.tsx | 6 + docs-fumadocs/app/(home)/page.tsx | 5 + docs-fumadocs/app/docs/[[...slug]]/page.tsx | 81 + docs-fumadocs/app/docs/layout.tsx | 11 + docs-fumadocs/app/global.css | 223 + docs-fumadocs/app/layout.tsx | 25 + docs-fumadocs/components/contributors.tsx | 186 + docs-fumadocs/components/docs-action-link.tsx | 16 + docs-fumadocs/components/docs-provider.tsx | 20 + .../components/docs-search-dialog.tsx | 185 + docs-fumadocs/components/mdx.tsx | 35 + .../components/toc-header-controls.tsx | 24 + .../content/contributor-profiles.json | 8 + .../content/docs/advanced/architecture.mdx | 71 + .../content/docs/advanced/database.mdx | 112 + .../content/docs/advanced/development.mdx | 135 + docs-fumadocs/content/docs/advanced/meta.json | 8 + .../docs/getting-started/authentication.mdx | 459 + .../docs/getting-started/installation.mdx | 253 + .../docs/getting-started/integrations.mdx | 120 + .../content/docs/getting-started/meta.json | 10 + .../docs/getting-started/s3-storage.mdx | 152 + .../docs/getting-started/voice-bundles.mdx | 41 + docs-fumadocs/content/docs/intro.mdx | 44 + docs-fumadocs/content/docs/meta.json | 12 + .../content/docs/monitoring/alerting.mdx | 127 + .../content/docs/monitoring/calls.mdx | 366 + .../content/docs/monitoring/cron-jobs.mdx | 111 + .../content/docs/monitoring/meta.json | 8 + docs-fumadocs/content/docs/more/meta.json | 11 + .../content/docs/more/pitch-ideas.mdx | 9 + docs-fumadocs/content/docs/more/polls.mdx | 9 + docs-fumadocs/content/docs/more/qna.mdx | 9 + docs-fumadocs/content/docs/more/roadmap.mdx | 9 + .../content/docs/products/agents.mdx | 81 + .../content/docs/products/alerting.mdx | 427 + .../content/docs/products/evaluators.mdx | 44 + docs-fumadocs/content/docs/products/meta.json | 13 + .../content/docs/products/metrics.mdx | 80 + .../content/docs/products/personas.mdx | 63 + .../content/docs/products/playground.mdx | 61 + .../docs/products/prompt-optimization.mdx | 51 + .../content/docs/products/scenarios.mdx | 44 + .../content/docs/reference/cli-commands.mdx | 109 + .../content/docs/reference/configuration.mdx | 172 + .../content/docs/reference/meta.json | 7 + .../content/feature-contributors.json | 265 + docs-fumadocs/content/feature-owners.json | 25 + docs-fumadocs/eslint.config.mjs | 15 + docs-fumadocs/next.config.mjs | 21 + docs-fumadocs/package-lock.json | 10559 ++++++++++++++++ docs-fumadocs/package.json | 41 + docs-fumadocs/postcss.config.mjs | 7 + docs-fumadocs/public/AWS_logo.png | Bin 0 -> 135655 bytes docs-fumadocs/public/anthropic.png | Bin 0 -> 4468 bytes docs-fumadocs/public/azureai.png | Bin 0 -> 51560 bytes docs-fumadocs/public/cartesia.jpg | Bin 0 -> 11580 bytes docs-fumadocs/public/cohere.svg | 1 + docs-fumadocs/public/deepgram.png | Bin 0 -> 9408 bytes docs-fumadocs/public/elevenlabs.jpg | Bin 0 -> 3307 bytes docs-fumadocs/public/favicon_light.png | Bin 0 -> 16695 bytes docs-fumadocs/public/geminiai.png | Bin 0 -> 24746 bytes docs-fumadocs/public/metaai.png | Bin 0 -> 40406 bytes docs-fumadocs/public/mistral.svg | 1 + docs-fumadocs/public/murf.png | Bin 0 -> 17764 bytes docs-fumadocs/public/openai-logo.png | Bin 0 -> 17287 bytes docs-fumadocs/public/perplexity-ai.svg | 16 + docs-fumadocs/public/retellai.png | Bin 0 -> 2429 bytes docs-fumadocs/public/sarvam.png | Bin 0 -> 104185 bytes .../public/screenshots/creating-agents.png | Bin 0 -> 563483 bytes .../public/screenshots/creating-personas.png | Bin 0 -> 549774 bytes .../public/screenshots/creating-scenarios.png | Bin 0 -> 708713 bytes .../screenshots/integration-section.png | Bin 0 -> 426585 bytes .../public/screenshots/voice-bundle.png | Bin 0 -> 527278 bytes docs-fumadocs/public/search-index.json | 238 + docs-fumadocs/public/smallest.jpeg | Bin 0 -> 3925 bytes docs-fumadocs/public/togetherai.svg | 14 + docs-fumadocs/public/vapiai.jpg | Bin 0 -> 10747 bytes docs-fumadocs/public/voiceMaker.png | Bin 0 -> 6645 bytes docs-fumadocs/public/xai.svg | 28 + docs-fumadocs/scripts/check-links.mjs | 91 + .../scripts/generate-contributors.mjs | 173 + .../scripts/generate-search-index.mjs | 103 + docs-fumadocs/scripts/validate-docs.mjs | 95 + docs-fumadocs/source.config.ts | 23 + docs-fumadocs/tsconfig.json | 35 + 89 files changed, 15895 insertions(+) create mode 100644 docs-fumadocs/.gitignore create mode 100644 docs-fumadocs/CUTOVER.md create mode 100644 docs-fumadocs/README.md create mode 100644 docs-fumadocs/app/(home)/layout.tsx create mode 100644 docs-fumadocs/app/(home)/page.tsx create mode 100644 docs-fumadocs/app/docs/[[...slug]]/page.tsx create mode 100644 docs-fumadocs/app/docs/layout.tsx create mode 100644 docs-fumadocs/app/global.css create mode 100644 docs-fumadocs/app/layout.tsx create mode 100644 docs-fumadocs/components/contributors.tsx create mode 100644 docs-fumadocs/components/docs-action-link.tsx create mode 100644 docs-fumadocs/components/docs-provider.tsx create mode 100644 docs-fumadocs/components/docs-search-dialog.tsx create mode 100644 docs-fumadocs/components/mdx.tsx create mode 100644 docs-fumadocs/components/toc-header-controls.tsx create mode 100644 docs-fumadocs/content/contributor-profiles.json create mode 100644 docs-fumadocs/content/docs/advanced/architecture.mdx create mode 100644 docs-fumadocs/content/docs/advanced/database.mdx create mode 100644 docs-fumadocs/content/docs/advanced/development.mdx create mode 100644 docs-fumadocs/content/docs/advanced/meta.json create mode 100644 docs-fumadocs/content/docs/getting-started/authentication.mdx create mode 100644 docs-fumadocs/content/docs/getting-started/installation.mdx create mode 100644 docs-fumadocs/content/docs/getting-started/integrations.mdx create mode 100644 docs-fumadocs/content/docs/getting-started/meta.json create mode 100644 docs-fumadocs/content/docs/getting-started/s3-storage.mdx create mode 100644 docs-fumadocs/content/docs/getting-started/voice-bundles.mdx create mode 100644 docs-fumadocs/content/docs/intro.mdx create mode 100644 docs-fumadocs/content/docs/meta.json create mode 100644 docs-fumadocs/content/docs/monitoring/alerting.mdx create mode 100644 docs-fumadocs/content/docs/monitoring/calls.mdx create mode 100644 docs-fumadocs/content/docs/monitoring/cron-jobs.mdx create mode 100644 docs-fumadocs/content/docs/monitoring/meta.json create mode 100644 docs-fumadocs/content/docs/more/meta.json create mode 100644 docs-fumadocs/content/docs/more/pitch-ideas.mdx create mode 100644 docs-fumadocs/content/docs/more/polls.mdx create mode 100644 docs-fumadocs/content/docs/more/qna.mdx create mode 100644 docs-fumadocs/content/docs/more/roadmap.mdx create mode 100644 docs-fumadocs/content/docs/products/agents.mdx create mode 100644 docs-fumadocs/content/docs/products/alerting.mdx create mode 100644 docs-fumadocs/content/docs/products/evaluators.mdx create mode 100644 docs-fumadocs/content/docs/products/meta.json create mode 100644 docs-fumadocs/content/docs/products/metrics.mdx create mode 100644 docs-fumadocs/content/docs/products/personas.mdx create mode 100644 docs-fumadocs/content/docs/products/playground.mdx create mode 100644 docs-fumadocs/content/docs/products/prompt-optimization.mdx create mode 100644 docs-fumadocs/content/docs/products/scenarios.mdx create mode 100644 docs-fumadocs/content/docs/reference/cli-commands.mdx create mode 100644 docs-fumadocs/content/docs/reference/configuration.mdx create mode 100644 docs-fumadocs/content/docs/reference/meta.json create mode 100644 docs-fumadocs/content/feature-contributors.json create mode 100644 docs-fumadocs/content/feature-owners.json create mode 100644 docs-fumadocs/eslint.config.mjs create mode 100644 docs-fumadocs/next.config.mjs create mode 100644 docs-fumadocs/package-lock.json create mode 100644 docs-fumadocs/package.json create mode 100644 docs-fumadocs/postcss.config.mjs create mode 100644 docs-fumadocs/public/AWS_logo.png create mode 100644 docs-fumadocs/public/anthropic.png create mode 100644 docs-fumadocs/public/azureai.png create mode 100644 docs-fumadocs/public/cartesia.jpg create mode 100644 docs-fumadocs/public/cohere.svg create mode 100644 docs-fumadocs/public/deepgram.png create mode 100644 docs-fumadocs/public/elevenlabs.jpg create mode 100644 docs-fumadocs/public/favicon_light.png create mode 100644 docs-fumadocs/public/geminiai.png create mode 100644 docs-fumadocs/public/metaai.png create mode 100644 docs-fumadocs/public/mistral.svg create mode 100644 docs-fumadocs/public/murf.png create mode 100644 docs-fumadocs/public/openai-logo.png create mode 100644 docs-fumadocs/public/perplexity-ai.svg create mode 100644 docs-fumadocs/public/retellai.png create mode 100644 docs-fumadocs/public/sarvam.png create mode 100644 docs-fumadocs/public/screenshots/creating-agents.png create mode 100644 docs-fumadocs/public/screenshots/creating-personas.png create mode 100644 docs-fumadocs/public/screenshots/creating-scenarios.png create mode 100644 docs-fumadocs/public/screenshots/integration-section.png create mode 100644 docs-fumadocs/public/screenshots/voice-bundle.png create mode 100644 docs-fumadocs/public/search-index.json create mode 100644 docs-fumadocs/public/smallest.jpeg create mode 100644 docs-fumadocs/public/togetherai.svg create mode 100644 docs-fumadocs/public/vapiai.jpg create mode 100644 docs-fumadocs/public/voiceMaker.png create mode 100644 docs-fumadocs/public/xai.svg create mode 100644 docs-fumadocs/scripts/check-links.mjs create mode 100644 docs-fumadocs/scripts/generate-contributors.mjs create mode 100644 docs-fumadocs/scripts/generate-search-index.mjs create mode 100644 docs-fumadocs/scripts/validate-docs.mjs create mode 100644 docs-fumadocs/source.config.ts create mode 100644 docs-fumadocs/tsconfig.json diff --git a/docs-fumadocs/.gitignore b/docs-fumadocs/.gitignore new file mode 100644 index 00000000..9e429e49 --- /dev/null +++ b/docs-fumadocs/.gitignore @@ -0,0 +1,26 @@ +# deps +/node_modules + +# generated content +.source + +# test & build +/coverage +/.next/ +/out/ +/build +*.tsbuildinfo + +# misc +.DS_Store +*.pem +/.pnp +.pnp.js +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# others +.env*.local +.vercel +next-env.d.ts \ No newline at end of file diff --git a/docs-fumadocs/CUTOVER.md b/docs-fumadocs/CUTOVER.md new file mode 100644 index 00000000..860b3d88 --- /dev/null +++ b/docs-fumadocs/CUTOVER.md @@ -0,0 +1,31 @@ +# Docs Cutover and Stabilization + +This runbook tracks the Fumadocs rollout and the one-window rollback strategy. + +## Cutover steps + +1. Ensure `docs-fumadocs` checks are green in `Docs Quality`. +2. Trigger `Deploy Docs to S3` with `deploy_target=fumadocs` (or push to `main` with docs changes). +3. Verify production routes: + - `/docs/intro` + - `/docs/getting-started/installation` + - `/docs/products/agents` + - `/docs/monitoring/calls` +4. Verify contributor sections render on all feature pages. +5. Record cutover timestamp in the release notes. + +## Rollback (one release window) + +If production docs regress, trigger `Deploy Docs to S3` with: + +- `deploy_target=legacy` + +This deploys the previous Docusaurus site from `EfficientAI-Docs/build`. + +## Stabilization checklist + +- Check CloudFront/S3 404 metrics for docs paths for at least one release window. +- Track search failures and broken-link reports. +- Confirm no unresolved internal links from `npm run check:links`. +- Regenerate contributor metadata weekly or when major docs edits land: + - `npm run contributors:generate` diff --git a/docs-fumadocs/README.md b/docs-fumadocs/README.md new file mode 100644 index 00000000..4b8db58a --- /dev/null +++ b/docs-fumadocs/README.md @@ -0,0 +1,34 @@ +# EfficientAI Fumadocs + +New docs stack for EfficientAI using Fumadocs + Next.js static export. + +## Development + +```bash +npm run dev +``` + +Open `http://localhost:3000/docs/intro`. + +## Content + +- Docs content: `content/docs` +- Navigation: `content/docs/meta.json` and section-level `meta.json` +- Contributor metadata: + - Manual owner overrides: `content/feature-owners.json` + - Generated contributor data: `content/feature-contributors.json` + +## Checks + +```bash +npm run contributors:generate +npm run ci:check +``` + +`ci:check` runs contributor consistency, docs validation, link checks, type checks, and production build. + +## Deployment + +Deployment is handled by `.github/workflows/deploy-docs.yml` and publishes static output from `docs-fumadocs/out`. + +Rollback instructions are documented in `CUTOVER.md`. diff --git a/docs-fumadocs/app/(home)/layout.tsx b/docs-fumadocs/app/(home)/layout.tsx new file mode 100644 index 00000000..77379fac --- /dev/null +++ b/docs-fumadocs/app/(home)/layout.tsx @@ -0,0 +1,6 @@ +import { HomeLayout } from 'fumadocs-ui/layouts/home'; +import { baseOptions } from '@/lib/layout.shared'; + +export default function Layout({ children }: LayoutProps<'/'>) { + return {children}; +} diff --git a/docs-fumadocs/app/(home)/page.tsx b/docs-fumadocs/app/(home)/page.tsx new file mode 100644 index 00000000..c03b76cc --- /dev/null +++ b/docs-fumadocs/app/(home)/page.tsx @@ -0,0 +1,5 @@ +import { redirect } from 'next/navigation'; + +export default function HomePage() { + redirect('/docs/intro'); +} diff --git a/docs-fumadocs/app/docs/[[...slug]]/page.tsx b/docs-fumadocs/app/docs/[[...slug]]/page.tsx new file mode 100644 index 00000000..83e8a4a9 --- /dev/null +++ b/docs-fumadocs/app/docs/[[...slug]]/page.tsx @@ -0,0 +1,81 @@ +import { source } from '@/lib/source'; +import { DocsBody, DocsPage } from 'fumadocs-ui/layouts/docs/page'; +import { notFound } from 'next/navigation'; +import { getMDXComponents } from '@/components/mdx'; +import type { Metadata } from 'next'; +import { createRelativeLink } from 'fumadocs-ui/mdx'; +import { ContributorsTocFooter } from '@/components/contributors'; +import { TocHeaderControls } from '@/components/toc-header-controls'; +import type { ComponentPropsWithoutRef } from 'react'; +import { ExternalLink } from 'lucide-react'; + +function DocsRelativeLink(props: ComponentPropsWithoutRef<'a'> & { resolver: ReturnType }) { + const { resolver, className, ...rest } = props; + const href = typeof rest.href === 'string' ? rest.href : ''; + const isExternal = /^https?:\/\//.test(href); + + if (isExternal) { + return ( + + {props.children} + + + ); + } + + return resolver({ + ...rest, + className: ['font-medium', className].filter(Boolean).join(' '), + }); +} + +export default async function Page(props: PageProps<'/docs/[[...slug]]'>) { + const params = await props.params; + const page = source.getPage(params.slug); + if (!page) notFound(); + + const MDX = page.data.body; + + return ( + , + footer: , + }} + tableOfContentPopover={{ + header: , + footer: , + }} + > + + , + })} + /> + + + ); +} + +export async function generateStaticParams() { + return source.generateParams(); +} + +export async function generateMetadata(props: PageProps<'/docs/[[...slug]]'>): Promise { + const params = await props.params; + const page = source.getPage(params.slug); + if (!page) notFound(); + + return { + title: page.data.title, + description: page.data.description, + }; +} diff --git a/docs-fumadocs/app/docs/layout.tsx b/docs-fumadocs/app/docs/layout.tsx new file mode 100644 index 00000000..a373143b --- /dev/null +++ b/docs-fumadocs/app/docs/layout.tsx @@ -0,0 +1,11 @@ +import { source } from '@/lib/source'; +import { DocsLayout } from 'fumadocs-ui/layouts/docs'; +import { baseOptions } from '@/lib/layout.shared'; + +export default function Layout({ children }: LayoutProps<'/docs'>) { + return ( + + {children} + + ); +} diff --git a/docs-fumadocs/app/global.css b/docs-fumadocs/app/global.css new file mode 100644 index 00000000..15d5948a --- /dev/null +++ b/docs-fumadocs/app/global.css @@ -0,0 +1,223 @@ +@import 'tailwindcss'; +@import 'fumadocs-ui/css/neutral.css'; +@import 'fumadocs-ui/css/preset.css'; + +:root { + --color-docs-warm: oklch(0.68 0.18 60); + --color-fd-background: oklch(0.995 0 0); + --color-fd-foreground: oklch(0.19 0 0); + --color-fd-muted: oklch(0.972 0 0); + --color-fd-muted-foreground: oklch(0.5 0 0); + --color-fd-card: oklch(0.988 0 0); + --color-fd-border: oklch(0.9 0 0); + --color-fd-primary: var(--color-docs-warm); + --color-fd-primary-foreground: oklch(0.99 0 0); + --color-fd-accent: color-mix(in oklab, var(--color-docs-warm) 10%, white); + --color-fd-accent-foreground: oklch(0.22 0 0); + --color-fd-ring: color-mix(in oklab, var(--color-docs-warm) 72%, black); +} + +.dark { + --color-docs-warm: oklch(0.78 0.17 65); + --color-fd-background: oklch(0.14 0.003 0); + --color-fd-foreground: oklch(0.95 0 0); + --color-fd-muted: oklch(0.19 0.003 0); + --color-fd-muted-foreground: oklch(0.73 0 0); + --color-fd-card: oklch(0.175 0.003 0); + --color-fd-border: oklch(0.3 0.004 0); + --color-fd-primary: var(--color-docs-warm); + --color-fd-primary-foreground: oklch(0.17 0 0); + --color-fd-accent: color-mix(in oklab, var(--color-docs-warm) 16%, black); + --color-fd-accent-foreground: oklch(0.96 0 0); + --color-fd-ring: color-mix(in oklab, var(--color-docs-warm) 82%, white); +} + +html { + scrollbar-gutter: stable; +} + +html > body[data-scroll-locked] { + margin-right: 0px !important; + --removed-body-scroll-bar-size: 0px !important; +} + +body { + background: var(--color-fd-background); + color: var(--color-fd-foreground); +} + +[data-pagefind-body] { + line-height: 1.6; + font-size: 0.95rem; + color: var(--color-fd-foreground); +} + +[data-pagefind-body] h1 { + margin-top: 0.2rem; + letter-spacing: -0.025em; + font-size: clamp(1.88rem, 1.64rem + 0.86vw, 2.3rem); + line-height: 1.08; + font-weight: 700; + text-wrap: balance; + background-image: linear-gradient( + to top, + color-mix(in oklab, var(--color-docs-warm) 24%, transparent) 0.48em, + transparent 0.48em + ); + width: fit-content; +} + +[data-pagefind-body] h2 { + margin-top: 2.1rem; + padding-top: 0.75rem; + border-top: 1px solid color-mix(in oklab, var(--color-fd-border) 76%, transparent); + letter-spacing: -0.018em; + font-size: clamp(1.45rem, 1.3rem + 0.55vw, 1.8rem); + line-height: 1.2; + font-weight: 650; + text-wrap: balance; + background-image: linear-gradient( + to top, + color-mix(in oklab, var(--color-docs-warm) 18%, transparent) 0.42em, + transparent 0.42em + ); + width: fit-content; +} + +[data-pagefind-body] h3 { + margin-top: 1.45rem; + letter-spacing: -0.012em; + font-size: clamp(1.17rem, 1.11rem + 0.28vw, 1.32rem); + line-height: 1.28; + font-weight: 620; +} + +[data-pagefind-body] p, +[data-pagefind-body] li { + line-height: 1.68; +} + +[data-pagefind-body] p { + margin-block: 0.82rem; +} + +[data-pagefind-body] ul, +[data-pagefind-body] ol { + margin-block: 0.85rem; +} + +[data-pagefind-body] li + li { + margin-top: 0.28rem; +} + +[data-pagefind-body] a { + color: color-mix(in oklab, var(--color-docs-warm) 82%, var(--color-fd-foreground)); + text-decoration-color: color-mix(in oklab, var(--color-fd-primary) 45%, transparent); + text-underline-offset: 2px; + text-decoration-thickness: 1.35px; + transition: color 160ms ease, text-decoration-color 160ms ease; +} + +[data-pagefind-body] a:hover { + color: var(--color-docs-warm); + text-decoration-color: color-mix(in oklab, var(--color-docs-warm) 75%, transparent); +} + +[data-pagefind-body] :not(pre) > code { + border: 1px solid color-mix(in oklab, var(--color-fd-border) 70%, transparent); + background: color-mix(in oklab, var(--color-fd-muted) 80%, transparent); + border-radius: 0.38rem; + padding: 0.12rem 0.34rem; + font-size: 0.88em; +} + +[data-pagefind-body] blockquote, +[data-pagefind-body] table, +[data-pagefind-body] pre { + border-color: color-mix(in oklab, var(--color-fd-border) 80%, transparent); +} + +[data-pagefind-body] pre { + border-radius: 0.65rem; + background: color-mix(in oklab, var(--color-fd-card) 85%, var(--color-fd-background)); + box-shadow: inset 0 1px 0 color-mix(in oklab, var(--color-fd-primary) 8%, transparent); +} + +[data-pagefind-body] blockquote { + border-left-width: 2px; + border-left-color: color-mix(in oklab, var(--color-fd-primary) 42%, var(--color-fd-border)); + color: color-mix(in oklab, var(--color-fd-foreground) 88%, var(--color-fd-muted-foreground)); +} + +:where(#nd-sidebar, #nd-toc) { + background: color-mix(in oklab, var(--color-fd-card) 82%, transparent); + border-color: color-mix(in oklab, var(--color-fd-border) 86%, transparent); + box-shadow: inset 0 1px 0 color-mix(in oklab, var(--color-fd-primary) 8%, transparent); +} + +#nd-toc { + padding-top: 1.25rem; +} + +#nd-sidebar p.inline-flex { + color: var(--color-fd-foreground); + font-weight: 700; +} + +#nd-sidebar :is(a, button, div)[style*='calc(2 * var(--spacing))']:has(> [data-icon]) { + color: var(--color-fd-foreground); + font-weight: 700; +} + +:where(#nd-sidebar, #nd-toc) a { + border-radius: 0.45rem; + border: 1px solid transparent; + padding-block: 0.5rem; + transition: border-color 150ms ease, background-color 150ms ease, color 150ms ease; +} + +:where(#nd-sidebar, #nd-toc) a:hover { + background: color-mix(in oklab, var(--color-fd-accent) 84%, transparent); + border-color: color-mix(in oklab, var(--color-docs-warm) 28%, transparent); +} + +:where(#nd-sidebar, #nd-toc) [aria-current='page'] { + background: color-mix(in oklab, var(--color-docs-warm) 20%, transparent); + border-color: color-mix(in oklab, var(--color-docs-warm) 36%, transparent); + color: var(--color-fd-foreground); +} + +:where(button, [role='button'], a).docs-action-link { + display: inline-flex; + align-items: center; + justify-content: center; + gap: 0.45rem; + min-height: 2rem; + padding-inline: 0.72rem; + border: 1px solid color-mix(in oklab, var(--color-fd-border) 92%, transparent); + border-radius: 0.5rem; + background: color-mix(in oklab, var(--color-fd-card) 92%, transparent); + box-shadow: inset 0 1px 0 color-mix(in oklab, var(--color-fd-primary) 9%, transparent); + color: var(--color-fd-foreground); + text-decoration: none; + font-size: 0.82rem; + font-weight: 520; + letter-spacing: -0.005em; + transition: border-color 150ms ease, background-color 150ms ease, color 150ms ease; +} + +:where(button, [role='button'], a).docs-action-link:hover { + border-color: color-mix(in oklab, var(--color-docs-warm) 42%, var(--color-fd-border)); + background: color-mix(in oklab, var(--color-docs-warm) 13%, var(--color-fd-card)); + color: color-mix(in oklab, var(--color-docs-warm) 72%, var(--color-fd-foreground)); +} + +:where(button, [role='button'], a).docs-action-link:focus-visible { + outline: none; + box-shadow: 0 0 0 2px color-mix(in oklab, var(--color-docs-warm) 45%, transparent); +} + +:where(a, button, [role='button']):active { + transform: scale(0.985); + transition-duration: 90ms; +} diff --git a/docs-fumadocs/app/layout.tsx b/docs-fumadocs/app/layout.tsx new file mode 100644 index 00000000..17c7e350 --- /dev/null +++ b/docs-fumadocs/app/layout.tsx @@ -0,0 +1,25 @@ +import './global.css'; +import { Inter } from 'next/font/google'; +import type { Metadata } from 'next'; +import { DocsProvider } from '@/components/docs-provider'; + +const inter = Inter({ + subsets: ['latin'], + display: 'swap', + variable: '--font-docs-sans', +}); + +export const metadata: Metadata = { + title: 'EfficientAI Docs', + metadataBase: new URL(process.env.NEXT_PUBLIC_DOCS_BASE_URL ?? 'https://docs.efficientai.com'), +}; + +export default function Layout({ children }: LayoutProps<'/'>) { + return ( + + + {children} + + + ); +} diff --git a/docs-fumadocs/components/contributors.tsx b/docs-fumadocs/components/contributors.tsx new file mode 100644 index 00000000..2fd576a8 --- /dev/null +++ b/docs-fumadocs/components/contributors.tsx @@ -0,0 +1,186 @@ +import data from '@/content/feature-contributors.json'; +import profiles from '@/content/contributor-profiles.json'; +import { DocsActionLink } from './docs-action-link'; + +type ContributorEntry = { + name: string; + email: string; + commits: number; +}; + +type FeatureContributorEntry = { + featureId: string; + owners: string[]; + contributors: ContributorEntry[]; + lastReviewed: string; +}; + +type ContributorProfile = { + github?: string; +}; + +type ContributorItem = { + name: string; + url: string; +}; + +const featureMap = new Map( + (data.features as FeatureContributorEntry[]).map((entry) => [entry.featureId, entry]), +); + +const profileMap = profiles as Record; + +function toGithubUrl(name: string, email?: string) { + const mapped = profileMap[name]?.github; + if (mapped) return `https://github.com/${mapped}`; + + // Parse GitHub noreply emails when present. + if (email && email.includes('users.noreply.github.com')) { + const username = email.split('@')[0].split('+').at(-1)?.trim(); + if (username) return `https://github.com/${username}`; + } + + return `https://github.com/search?q=${encodeURIComponent(name)}&type=users`; +} + +function uniqueContributors(values: ContributorItem[]) { + const seen = new Set(); + const items: ContributorItem[] = []; + for (const value of values) { + const key = value.name.trim().toLowerCase(); + if (!key || seen.has(key)) continue; + seen.add(key); + items.push(value); + } + return items; +} + +export function getFeatureContributors(featureId: string): ContributorItem[] { + const feature = featureMap.get(featureId); + if (!feature) return []; + + const ownerEntries = feature.owners.map((name) => ({ + name, + url: toGithubUrl(name), + })); + const gitEntries = feature.contributors.map((contributor) => ({ + name: contributor.name, + url: toGithubUrl(contributor.name, contributor.email), + })); + + // Prefer manually curated owners first, then include git-derived contributors. + return uniqueContributors([...ownerEntries, ...gitEntries]).slice(0, 6); +} + +export function Contributors({ featureId }: { featureId: string }) { + const contributors = getFeatureContributors(featureId); + + if (contributors.length === 0) { + return ( +

+ Contributor data is pending for this feature. +

+ ); + } + + return ( +
+

Contributors

+
    + {contributors.map((contributor) => ( +
  • + + {contributor.name} + +
    • + ))} +
+
+ ); +} + +export function FloatingContributors({ featureId }: { featureId: string }) { + const contributors = getFeatureContributors(featureId); + if (contributors.length === 0) return null; + + return ( + + ); +} + +export function DocsBottomMeta({ + featureId, +}: { + featureId: string; +}) { + const contributors = getFeatureContributors(featureId); + if (contributors.length === 0) return null; + + return ( +
+
+

+ Contributors +

+
    + {contributors.map((contributor) => ( +
  • + + {contributor.name} + +
    • + ))} +
+
+
+ ); +} + +export function ContributorsTocFooter({ featureId }: { featureId: string }) { + const contributors = getFeatureContributors(featureId); + if (contributors.length === 0) return null; + + return ( +
+

+ Contributors +

+
    + {contributors.map((contributor) => ( +
  • + + + {contributor.name} + +
    • + ))} +
+
+ ); +} diff --git a/docs-fumadocs/components/docs-action-link.tsx b/docs-fumadocs/components/docs-action-link.tsx new file mode 100644 index 00000000..816fcff5 --- /dev/null +++ b/docs-fumadocs/components/docs-action-link.tsx @@ -0,0 +1,16 @@ +import type { ComponentPropsWithoutRef, ReactNode } from 'react'; + +type DocsActionLinkProps = ComponentPropsWithoutRef<'a'> & { + icon?: ReactNode; +}; + +export function DocsActionLink({ icon, className, children, ...props }: DocsActionLinkProps) { + const mergedClassName = ['docs-action-link', className].filter(Boolean).join(' '); + + return ( + + {icon} + {children} + + ); +} diff --git a/docs-fumadocs/components/docs-provider.tsx b/docs-fumadocs/components/docs-provider.tsx new file mode 100644 index 00000000..d864e591 --- /dev/null +++ b/docs-fumadocs/components/docs-provider.tsx @@ -0,0 +1,20 @@ +'use client'; + +import { RootProvider } from 'fumadocs-ui/provider/next'; +import { DocsSearchDialog } from '@/components/docs-search-dialog'; + +export function DocsProvider({ children }: { children: React.ReactNode }) { + return ( + + {children} + + ); +} diff --git a/docs-fumadocs/components/docs-search-dialog.tsx b/docs-fumadocs/components/docs-search-dialog.tsx new file mode 100644 index 00000000..8118633e --- /dev/null +++ b/docs-fumadocs/components/docs-search-dialog.tsx @@ -0,0 +1,185 @@ +'use client'; + +import { useOnChange } from 'fumadocs-core/utils/use-on-change'; +import { + SearchDialog, + SearchDialogClose, + SearchDialogContent, + SearchDialogFooter, + SearchDialogHeader, + SearchDialogIcon, + SearchDialogInput, + SearchDialogList, + SearchDialogOverlay, + TagsList, + TagsListItem, +} from 'fumadocs-ui/components/dialog/search'; +import type { SearchLink, SharedProps, TagItem } from 'fumadocs-ui/contexts/search'; +import { useEffect, useMemo, useState } from 'react'; + +type SearchRecord = { + id: string; + url: string; + title: string; + breadcrumbs?: string[]; + content?: string; +}; + +type SearchItem = { + type: 'page'; + id: string; + content: string; + breadcrumbs?: string[]; + url: string; +}; + +type DocsSearchDialogProps = SharedProps & { + defaultTag?: string; + tags?: TagItem[]; + api?: string; + delayMs?: number; + footer?: React.ReactNode; + links?: SearchLink[]; + allowClear?: boolean; +}; + +export function DocsSearchDialog({ + defaultTag, + tags = [], + api, + delayMs, + allowClear = false, + links = [], + footer, + ...props +}: DocsSearchDialogProps) { + const [tag, setTag] = useState(defaultTag); + const [search, setSearch] = useState(''); + const [records, setRecords] = useState(null); + const [results, setResults] = useState('empty'); + const [isLoading, setIsLoading] = useState(false); + + useEffect(() => { + let cancelled = false; + const indexPath = api ?? '/search-index.json'; + + setIsLoading(true); + fetch(indexPath) + .then((response) => { + if (!response.ok) { + throw new Error(`Failed to load search index from ${indexPath}`); + } + return response.json(); + }) + .then((data: unknown) => { + if (cancelled) return; + const raw = Array.isArray(data) + ? data + : Array.isArray((data as { records?: unknown[] })?.records) + ? (data as { records: unknown[] }).records + : []; + const parsed = raw.filter( + (record): record is SearchRecord => + typeof record === 'object' && + record !== null && + typeof (record as SearchRecord).id === 'string' && + typeof (record as SearchRecord).url === 'string' && + typeof (record as SearchRecord).title === 'string', + ); + setRecords(parsed); + }) + .catch(() => { + if (!cancelled) setRecords([]); + }) + .finally(() => { + if (!cancelled) setIsLoading(false); + }); + + return () => { + cancelled = true; + }; + }, [api]); + + useEffect(() => { + if (!records) return; + const query = search.trim().toLowerCase(); + if (query.length === 0) { + setResults('empty'); + setIsLoading(false); + return; + } + + setIsLoading(true); + const timer = window.setTimeout(() => { + const ranked = records + .map((record) => { + const title = record.title.toLowerCase(); + const breadcrumbs = (record.breadcrumbs ?? []).join(' ').toLowerCase(); + const content = (record.content ?? '').toLowerCase(); + let score = 0; + if (title.startsWith(query)) score += 80; + else if (title.includes(query)) score += 50; + if (breadcrumbs.includes(query)) score += 20; + if (content.includes(query)) score += 12; + return { record, score }; + }) + .filter((entry) => entry.score > 0) + .sort((a, b) => b.score - a.score) + .slice(0, 25) + .map((entry) => ({ + type: 'page' as const, + id: entry.record.id, + content: entry.record.title, + breadcrumbs: entry.record.breadcrumbs, + url: entry.record.url, + })); + + setResults(ranked); + setIsLoading(false); + }, delayMs ?? 120); + + return () => { + window.clearTimeout(timer); + }; + }, [delayMs, records, search]); + + const defaultItems = useMemo(() => { + if (links.length === 0) return null; + return links.map(([name, link]) => ({ + type: 'page' as const, + id: name, + content: name, + url: link, + })); + }, [links]); + + useOnChange(defaultTag, (nextTag) => { + setTag(nextTag); + }); + + return ( + + + + + + + + + + + + {tags.length > 0 ? ( + + {tags.map((tagItem) => ( + + {tagItem.name} + + ))} + + ) : null} + {footer} + + + ); +} diff --git a/docs-fumadocs/components/mdx.tsx b/docs-fumadocs/components/mdx.tsx new file mode 100644 index 00000000..2dc097df --- /dev/null +++ b/docs-fumadocs/components/mdx.tsx @@ -0,0 +1,35 @@ +import defaultMdxComponents from 'fumadocs-ui/mdx'; +import type { MDXComponents } from 'mdx/types'; +import type { ComponentPropsWithoutRef } from 'react'; +import { ExternalLink } from 'lucide-react'; +import { Contributors } from './contributors'; + +function DocsBodyLink({ className, ...props }: ComponentPropsWithoutRef<'a'>) { + const mergedClassName = ['font-medium', className].filter(Boolean).join(' '); + const href = typeof props.href === 'string' ? props.href : ''; + const isExternal = /^https?:\/\//.test(href); + + if (!isExternal) return ; + + return ( + + {props.children} + + + ); +} + +export function getMDXComponents(components?: MDXComponents) { + return { + ...defaultMdxComponents, + a: DocsBodyLink, + Contributors, + ...components, + } satisfies MDXComponents; +} + +export const useMDXComponents = getMDXComponents; + +declare global { + type MDXProvidedComponents = ReturnType; +} diff --git a/docs-fumadocs/components/toc-header-controls.tsx b/docs-fumadocs/components/toc-header-controls.tsx new file mode 100644 index 00000000..f8b57761 --- /dev/null +++ b/docs-fumadocs/components/toc-header-controls.tsx @@ -0,0 +1,24 @@ +'use client'; + +import { ThemeSwitch } from 'fumadocs-ui/layouts/shared/slots/theme-switch'; +import { ExternalLink } from 'lucide-react'; +import { gitConfig } from '@/lib/shared'; + +const githubUrl = `https://github.com/${gitConfig.user}/${gitConfig.repo}`; + +export function TocHeaderControls() { + return ( + + ); +} diff --git a/docs-fumadocs/content/contributor-profiles.json b/docs-fumadocs/content/contributor-profiles.json new file mode 100644 index 00000000..1c6a9286 --- /dev/null +++ b/docs-fumadocs/content/contributor-profiles.json @@ -0,0 +1,8 @@ +{ + "aadhar-EAI": { + "github": "aadhar-EAI" + }, + "Tejas Narayan": { + "github": "stejasnarayan" + } +} diff --git a/docs-fumadocs/content/docs/advanced/architecture.mdx b/docs-fumadocs/content/docs/advanced/architecture.mdx new file mode 100644 index 00000000..64cc10e4 --- /dev/null +++ b/docs-fumadocs/content/docs/advanced/architecture.mdx @@ -0,0 +1,71 @@ +--- +id: architecture +title: Architecture +sidebar_position: 3 +--- + +# Architecture + +## Simple Overview + +EfficientAI is built like a modern web application. + +* **The Brain (API Server)**: Controls everything. +* **The Worker**: Does the heavy lifting in the background, like processing audio files so the website stays fast. +* **The Interface (Frontend)**: The website you see and click on. +* **The Memory (Database)**: Where we store all your agents, test results, and user data. + +--- + +## Technical Deep Dive + +EfficientAI is built as a modular, containerized application designed for scalability and extensibility. + +*(See original Architecture documentation below)* + +## System Components + +The platform consists of four primary components: + +1. **API Server (FastAPI)**: The central control plane. +2. **Worker (Celery)**: Handles asynchronous background tasks (transcription, evaluation). +3. **Frontend (React/Vite)**: The user interface. +4. **Data Stores**: PostgreSQL (State) and Redis (Queue/Cache). + +```mermaid +graph TD + User["User / Client"] --> |HTTP/WS| API["API Server (FastAPI)"] + User --> |HTTP| FE["Frontend (React)"] + + subgraph "EfficientAI Platform" + API --> DB[("PostgreSQL")] + API --> |Task Queue| Redis[("Redis")] + + Worker["Celery Worker"] --> |Consume Tasks| Redis + Worker --> |Write Results| DB + + API --> |Orchestrates| TestAgent["Test Agent Service"] + TestAgent --> |LLM Inference| LLM["LLM Provider"] + TestAgent --> |TTS| TTS["TTS Provider"] + TestAgent --> |Audio Stream| Agent["Voice Agent (SUT)"] + end +``` + +## Core Services + +### 1. API Server (`app/api`) +Built with FastAPI, it provides REST endpoints for: +* **Resource Management**: CRUD for Agents, Personas, Scenarios. +* **Orchestration**: Real-time control of test conversations. +* **Analysis**: Serving evaluation results and dashboards. + +### 2. Asynchronous Workers (`app/workers`) +Powered by Celery and Redis, the workers handle long-running operations: +* **Transcription**: Processing audio files (using Whisper, Deepgram, etc.). +* **Evaluation**: Running metric calculations (WER/CER) on completed conversations. + +### 3. Test Agent Service (`app/services/test_agent_service.py`) +This is the heart of the testing engine. It: +* Manages the state of the conversation. +* Generates accurate system prompts for the Persona. +* Handles the latency-sensitive loop of: `Listen -> Transcribe -> Think (LLM) -> Speak (TTS)`. diff --git a/docs-fumadocs/content/docs/advanced/database.mdx b/docs-fumadocs/content/docs/advanced/database.mdx new file mode 100644 index 00000000..6ec7f28a --- /dev/null +++ b/docs-fumadocs/content/docs/advanced/database.mdx @@ -0,0 +1,112 @@ +--- +id: database +title: Database +sidebar_position: 1 +--- + +# ๐Ÿ—„๏ธ Database Migrations + +The application includes an automatic migration system that runs database schema changes on startup. + +## How It Works + +- **Automatic Execution**: Migrations run automatically when the application starts +- **Version Tracking**: Applied migrations are tracked in the `schema_migrations` table +- **Idempotent**: Each migration only runs once, even if the application restarts +- **Ordered Execution**: Migrations run in alphabetical order (use numbered prefixes like 001_, 002_, etc.) + +## Migration Files + +Migrations are stored in the `migrations/` directory. Each migration file should: + +1. Have a numeric prefix: `001_description.py`, `002_another.py`, etc. +2. Include a `description` variable +3. Have an `upgrade(db)` function that takes a SQLAlchemy Session + +Example migration: + +```python +""" +Migration: Add New Feature +""" + +description = "Add new feature support" + +def upgrade(db): + """Apply this migration.""" + from sqlalchemy import text + + db.execute(text("CREATE TABLE IF NOT EXISTS new_table (...)")) + db.commit() +``` + +## Running Migrations + +**Automatic (Recommended - Default Behavior):** + +- โœ… Migrations run automatically when you start the app with `eai start` +- โœ… Migrations also run automatically when the application starts (via lifespan handler) +- โœ… If migrations fail, the application will NOT start - this ensures database consistency +- โœ… API requests are blocked if migrations are pending +- โœ… When cloning from main, migrations will run automatically on first startup +- โœ… Each migration only runs once (tracked in `schema_migrations` table) + +**Manual:** + +```bash +# Run migrations manually +eai migrate + +# With verbose output +eai migrate --verbose +``` + +**Skip migrations (not recommended):** + +```bash +# Only use this if you know what you're doing +eai start --skip-migrations +``` + +## Creating New Migrations + +1. Create a new file in `migrations/` directory with the next sequential number +2. Follow the format shown above +3. Test the migration on a development database first +4. Use `IF NOT EXISTS` checks for idempotent operations +5. See `migrations/README.md` for detailed documentation. + +# ๐Ÿ“Š Database ER Diagram + +Generate a visual Entity-Relationship (ER) diagram of your database schema to visualize table structures and relationships. + +## Prerequisites + +Install the required system and Python packages: + +```bash +# Install system graphviz package +sudo apt-get update +sudo apt-get install -y graphviz libgraphviz-dev pkg-config + +# Install Python packagesdl +pip install eralchemy graphviz +``` + +## Generating the ER Diagram + +Run the script to generate a PNG ER diagram: + +```bash +python scripts/generate_er_diagram_simple.py +``` + +This will create `schema_er_diagram.png` in the project root directory, showing: + +- All database tables +- Column names and types +- Primary keys +- Foreign key relationships +- Indexes + +**Note**: The diagram is automatically generated from your current database schema, so make sure your database is running and migrations are up to date. diff --git a/docs-fumadocs/content/docs/advanced/development.mdx b/docs-fumadocs/content/docs/advanced/development.mdx new file mode 100644 index 00000000..ad26f05f --- /dev/null +++ b/docs-fumadocs/content/docs/advanced/development.mdx @@ -0,0 +1,135 @@ +--- +id: development +title: Development & Troubleshooting +sidebar_position: 2 +--- + +# ๐Ÿ› ๏ธ Development + +## Running Locally + +Start PostgreSQL and Redis: + +```bash +docker compose up -d db redis +``` + +Run the application with hot reload: + +```bash +# Backend auto-reload + Frontend auto-rebuild on file changes +eai start --config config.yml --watch-frontend +``` + +The `--watch-frontend` flag automatically rebuilds the frontend whenever you modify source files (`.tsx`, `.ts`, `.css`, etc.), so you don't need to manually rebuild after each change. + +Run Celery worker (in separate terminal): + +```bash +celery -A app.workers.celery_app worker --loglevel=info +``` + +## Frontend Development + +**Option 1: Using CLI with watch mode (Recommended)** + +```bash +# From project root - automatically rebuilds on changes +eai start --watch-frontend +``` + +**Option 2: Using Vite dev server (for instant hot module replacement)** + +```bash +cd frontend +npm install +npm run dev +``` + +This runs Vite dev server on http://localhost:3000 with instant hot module replacement. + +**Note**: You'll need to run the backend separately on port 8000. + +# ๐Ÿ”ง Troubleshooting + +## Database Migration Issues + +**Problem**: After cloning the repository, you see errors like: + +``` +psycopg2.errors.UndefinedColumn: column "organization_id" of relation "api_keys" does not exist +``` + +**Cause**: The database schema is out of sync with the code. This happens when: +- The database was created before migrations were added +- Migrations failed to run on startup +- The database was created using an older version of the code + +**Solution**: + +Check migration status: + +```bash +python scripts/check_migrations.py +``` + +This will show which migrations have been applied and identify any schema issues. + +Run migrations manually: + +```bash +# Using CLI (recommended) +eai migrate --verbose + +# Or using Python directly +python -c "from app.core.migrations import run_migrations; run_migrations()" +``` + +**If you're using a fresh database (just created/nuked):** + +- The migration system now handles fresh databases correctly +- If tables don't exist, migrations will skip them and `init_db()` will create them with the correct schema + +However, if you see this error on a fresh DB, try: + +```bash +# Stop the application +# Then run migrations explicitly +eai migrate --verbose +# Then start the application again +eai start +``` + +**If migrations still fail:** + +1. Ensure your database connection is correct in `config.yml` or `.env` +2. Check that you have the necessary permissions on the database +3. Review the migration logs for specific errors +4. You may need to manually add missing columns (see migration files in `migrations/` directory) + +**For fresh databases**: Make sure migrations run BEFORE any tables are created. + +**For Docker setups**: + +```bash +docker compose exec api eai migrate --verbose +``` + +**Important for Docker**: If you nuked the DB container and created a new one: +- The new container starts with an empty database +- Migrations should run automatically on startup +- If they don't, run them manually as shown above + +**Prevention**: Always ensure migrations run successfully before using the application. Check the startup logs for migration status messages. + +# ๐Ÿ“ž Support + +- ๐Ÿ“ง Email: tejas@efficientai.cloud +- ๐Ÿ“… Book a Demo: Schedule a call +- ๐Ÿ’ฌ LinkedIn: Connect with us +- ๐Ÿฆ X (Twitter): Follow us +- ๐Ÿ’ป GitHub: View on GitHub + +# ๐Ÿ“„ License + +MIT License - see LICENSE file for details diff --git a/docs-fumadocs/content/docs/advanced/meta.json b/docs-fumadocs/content/docs/advanced/meta.json new file mode 100644 index 00000000..e132f4d3 --- /dev/null +++ b/docs-fumadocs/content/docs/advanced/meta.json @@ -0,0 +1,8 @@ +{ + "title": "Advanced", + "pages": [ + "database", + "development", + "architecture" + ] +} diff --git a/docs-fumadocs/content/docs/getting-started/authentication.mdx b/docs-fumadocs/content/docs/getting-started/authentication.mdx new file mode 100644 index 00000000..992f2403 --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/authentication.mdx @@ -0,0 +1,459 @@ +--- +id: authentication +title: Authentication +sidebar_position: 3 +--- + +# ๐Ÿ” Authentication + +EfficientAI ships with a pluggable authentication system that scales from a +single-operator OSS install to an enterprise deployment behind your existing +identity provider. You pick the providers you want in `config.yml` (or via +`AUTH_PROVIDERS` in `.env`) and the API/frontend adapt automatically. + +## Deployment models + +| Model | Providers | License needed | +| ------------------------- | ----------------------------- | -------------- | +| OSS self-hosted (default) | `api_key`, `local_password` | None | +| Enterprise SSO (BYO IdP) | `api_key`, `external_oidc` | `oidc_sso` | + +- **`api_key`** โ€” the `X-API-Key` header, always available, for programmatic + access (CI pipelines, SDKs, scripts). +- **`local_password`** โ€” email + password, verified against the local users + table, returns an app-signed HS256 Bearer token. Enabled by default. +- **`external_oidc`** โ€” license-gated. Verifies a Bearer JWT issued by your + OIDC-compliant IdP (Okta, Azure AD / Entra ID, Google Workspace, AWS + Cognito, Auth0, Ping, JumpCloud, OneLogin, โ€ฆ) against the issuer's JWKS. + +:::info Why no bundled IdP? +In practice every enterprise already runs one. Shipping our own Keycloak +alongside the app just added another thing for you to operate and lock +down. `external_oidc` talks to whatever you already have. +::: + +--- + +## Self-hosted (OSS) + +This is the default after `docker compose up -d` or `eai start-all`. No +license, no IdP, no external dependencies. + +```yaml title="config.yml" +auth: + providers: + - api_key + - local_password + local_password: + # Lifetime of the Bearer tokens minted at sign-in. + token_ttl_minutes: 720 # 12 hours + # Let anyone who reaches the login page create an account + new org. + # Set to false once you've finished bootstrapping. + allow_signup: true +``` + +The equivalent environment variables (for Docker Compose / `.env`): + +```bash title=".env" +AUTH_PROVIDERS=api_key,local_password +AUTH_LOCAL_TOKEN_TTL_MINUTES=720 +AUTH_LOCAL_ALLOW_SIGNUP=true + +# HS256 signing key for locally-issued Bearer tokens. Change this in prod! +SECRET_KEY=replace-me-with-a-long-random-string +``` + +### First-time bootstrap + +1. Start the stack. +2. Open `http://localhost:8000/` and click **Create account** on the login + screen. The first user you create becomes the admin of a fresh + organization. +3. Mint an API key from **Profile โ†’ API Keys** (or via + `scripts/create_api_key.py`) for programmatic access. + +### Password login (email + password) + +When `local_password` is enabled, the login screen shows a **Sign in** and +(if `allow_signup: true`) a **Create account** tab. Signing up provisions a +new user and a new organization, and makes that user the `admin` of it. If +you leave the organization name blank, the server derives one from the +email's local-part. + +Once signed in, the SPA holds a short-lived Bearer token and silently +re-authenticates before it expires. You can change the token lifetime with +`token_ttl_minutes` โ€” the default is 12 hours. + +### Linking a password to an API-key-only account + +If you bootstrapped with `scripts/create_api_key.py`, the backend +provisions a placeholder user behind that key (its email ends in +`@efficientai.local`). You can upgrade this identity to a real email + +password login so you can sign in interactively with the same user. + +Do it from **Profile โ†’ Sign-in Password** while signed in via the API key +โ€” the page detects the placeholder email and prompts you to pick a real +one and a password. After saving, the same user can log in either with +the original API key (for machines) or with email + password (for humans). + +Rules the UI enforces: + +- If the user already has a password, the form asks for the current one + before accepting a new one. +- You can only set the email from that screen while it's still the + placeholder `@efficientai.local` address; "real" users change their + email from the main profile edit flow. + +### Hardening before you expose it to the internet + +- Turn off self-service signup once your team is in: + + ```yaml + auth: + local_password: + allow_signup: false + ``` + +- Rotate `SECRET_KEY` to invalidate existing sessions. +- Put the app behind a reverse proxy (Nginx, Caddy, Cloudflare) that + terminates TLS and enforces HSTS. +- Restrict `cors.origins` to the exact domain(s) serving the SPA. + +--- + +## Team management: invitations & organizations + +EfficientAI is multi-tenant from the ground up. Every piece of data is +scoped to an **organization**, a user can be a member of more than one +organization, and each membership has a **role** that controls what +they can do. + +### Roles + +| Role | Can do | +| -------- | ---------------------------------------------------------- | +| `reader` | Read-only access to everything in the org. | +| `writer` | Everything a reader can + create/update/delete most resources. | +| `admin` | Everything a writer can + manage users, invitations, roles, API keys, and org settings. | + +The role is stored per membership, so the *same user* can be an `admin` +in one org and a `reader` in another. + +### Inviting a teammate + +Admins invite teammates from **Settings โ†’ Team**. An invitation captures +an email and a role and stays valid for 7 days. From the same page, +admins can also: + +- See the current members of the org and change their role (with a + guard so you can't demote the last admin). +- Remove a member from the organization. +- Revoke a pending invitation. + +> **Delivery.** The backend creates the invitation record but does **not** +> send email out of the box โ€” plug in your own SMTP / transactional-mail +> provider in front of the invite creation event, or simply share the app +> URL with the invitee and let them discover the invitation on their +> profile page. + +### Accepting or declining an invitation + +When someone with a pending invitation signs in, their **Profile** page +lists the invitation with **Accept** and **Decline** buttons. Accepting +adds them to the organization with the role the admin chose; declining +clears the invitation. + +Accepting does **not** automatically switch the user into the new org โ€” +they stay in their current session until they decide to switch (see the +next section). To make this painless, the profile page shows a green +"Switch to <Org Name>" banner right after a successful acceptance. + +### Switching between organizations + +EfficientAI uses **scoped tokens**: every Bearer token is pinned to +exactly one organization. To act on behalf of a different org, the user +mints a new token for it โ€” this happens automatically from the UI. + +The header's **Organization Switcher** (building icon, top right) lists +every org the user belongs to. Picking one replaces the session token +with a fresh token scoped to that org, and invalidates all in-memory +caches so the dashboard re-fetches with the new scope. The user's role +in the target org can differ from their role in the source org. + +API keys can't switch organizations โ€” each key is bound to the org it +was minted in. For programmatic multi-tenant access, create a separate +API key inside each org you need to reach. + +:::tip Why scoped tokens instead of an ambient `X-Organization-Id` header? +A single-org token keeps every DB query, rate limiter, and audit log +automatically correct โ€” they only ever see one `organization_id`. An +ambient header would require auditing every query and rewriting the +org-resolution layer everywhere, with a much bigger blast radius if a +check is ever missed. This is also the model Stripe, Linear, and GitHub +use. +::: + +--- + +## Enterprise self-hosted (SSO via your IdP) + +For companies that already run Okta, Entra ID, Google Workspace, Cognito, +Auth0, or any other OIDC-compliant identity provider. Humans sign in via +SSO; machines keep using API keys. + +### 1. Drop in a license + +Request an enterprise license from the EfficientAI team (the JWT must +include the `oidc_sso` feature). Add it to `.env`: + +```bash title=".env" +EFFICIENTAI_LICENSE=eyJhbGciOi... +``` + +Or inline in `config.yml`: + +```yaml title="config.yml" +license: + key: "eyJhbGciOi..." +``` + +Without the `oidc_sso` feature, the `external_oidc` provider is +advertised by the backend but rejects sign-ins with a pointer to the +missing license feature. + +### 2. Register EfficientAI as an app in your IdP + +Create a **public OIDC client** (single-page app โ€” no client secret) with: + +| Field | Value | +| ---------------- | ----------------------------------------------------- | +| Application type | Single-page application (SPA) | +| Grant type | `authorization_code` (+ PKCE if your IdP requires it) | +| Redirect URI | `https:///login/callback` | +| Scopes | `openid profile email` | + +### 3. Point EfficientAI at the IdP + +```yaml title="config.yml" +auth: + # Drop local_password to force all humans through SSO. + providers: + - api_key + - external_oidc + + oidc: + issuer: "https://.okta.com" # REQUIRED + audience: "efficientai" # expected `aud` claim + client_id: "0oa..." # SPA client id from step 2 + + # Default org for new users whose token has no org claim. + default_org_name: "My Company" + + # Optional. If your IdP emits a custom claim (e.g. a group or tenant + # attribute), point to it here so a single IdP tenant can route users + # into different EfficientAI organizations. + # org_claim_path: ["https://efficientai.com/org"] +``` + +The backend verifies every incoming Bearer token against the IdP's JWKS, +which it auto-discovers from `/.well-known/openid-configuration`. +You never copy public keys by hand. + +The same settings as env vars: + +```bash title=".env" +AUTH_PROVIDERS=api_key,external_oidc +AUTH_OIDC_ISSUER=https://.okta.com +AUTH_OIDC_AUDIENCE=efficientai +AUTH_OIDC_CLIENT_ID=0oa... +AUTH_OIDC_DEFAULT_ORG_NAME=My Company +# AUTH_OIDC_ORG_CLAIM_PATH=https://efficientai.com/org +``` + +### 4. Restart and sign in + +```bash +docker compose up -d +``` + +Open `https:///login` โ€” the SSO button appears automatically and +redirects to your IdP. + +--- + +## IdP recipes + +The shape of `issuer` / `audience` / `client_id` is always the same. Only +the issuer URL and a few registration clicks differ per IdP. + +
+Okta + +```yaml +auth: + oidc: + issuer: "https://.okta.com" + audience: "api://efficientai" # or the Okta API "audience" value + client_id: "0oa..." # SPA application client id +``` + +*Applications โ†’ Create App Integration โ†’ OIDC ยท Single-Page App*, then add +the redirect URI and assign the app to the users/groups that should be +allowed in. + +
+ +
+Azure AD / Entra ID + +```yaml +auth: + oidc: + issuer: "https://login.microsoftonline.com//v2.0" + audience: "" + client_id: "" +``` + +*Entra ID โ†’ App registrations โ†’ New registration โ†’ SPA platform*, add the +redirect URI. Under *Token configuration* add the `email` optional claim. +For multi-tenant access, use `organizations` or `common` in the issuer +URL. + +
+ +
+Google Workspace + +```yaml +auth: + oidc: + issuer: "https://accounts.google.com" + audience: ".apps.googleusercontent.com" + client_id: ".apps.googleusercontent.com" + default_org_name: "Example Inc" +``` + +*Google Cloud Console โ†’ APIs & Services โ†’ Credentials โ†’ Create OAuth +client ID โ†’ Web application*. Restrict the Workspace domain via the +consent screen so only your employees can sign in. + +
+ +
+AWS Cognito + +```yaml +auth: + oidc: + issuer: "https://cognito-idp..amazonaws.com/" + audience: "" + client_id: "" +``` + +Cognito User Pool โ†’ *App integration โ†’ App client* (public, no secret), +enable the authorization code grant and `openid profile email` scopes, and +register the callback URL. + +
+ +
+Auth0 + +```yaml +auth: + oidc: + issuer: "https://.auth0.com/" + audience: "https://api.efficientai.local" + client_id: "" +``` + +Auth0 *Applications โ†’ Single Page Application*. Define the API audience in +*APIs* and reference it here โ€” Auth0 issues access tokens for that +audience which the backend validates. + +
+ +--- + +## How it fits together + +Every route depends on a single authentication step. The provider +registry walks each enabled provider in a fixed order and authenticates +the request against the first one whose credential is present: + +```mermaid +flowchart LR + Client["Request
(Bearer or X-API-Key)"] + Registry[ProviderRegistry] + ApiKey[ApiKeyProvider] + Local[LocalPasswordProvider] + OIDC["ExternalOIDCProvider
(license-gated)"] + IdP["Your IdP
(Okta / AAD / Google / Cognito / โ€ฆ)"] + Principal["Principal
(org_id, user_id, auth_method)"] + Route[Protected route] + + Client --> Registry + Registry -->|X-API-Key header| ApiKey + Registry -->|"bearer iss=efficientai-local"| Local + Registry -->|"bearer (any other issuer)"| OIDC + OIDC -.verify via JWKS.-> IdP + ApiKey --> Principal + Local --> Principal + OIDC --> Principal + Principal --> Route +``` + +- **API key** requests are matched on the `X-API-Key` header. +- **Bearer** tokens issued by EfficientAI itself are validated locally + with `SECRET_KEY`. +- All other Bearer tokens are treated as OIDC and validated against the + configured IdP's JWKS. + +The resulting principal always carries `(organization_id, user_id, +auth_method)`, so every downstream endpoint is multi-tenant and +audit-friendly out of the box. + +--- + +## Troubleshooting + +**"No authentication providers are enabled on this deployment."** +Your `auth.providers` list is empty or only names providers the current +license can't unlock. Include at least `api_key` and `local_password`, and +verify `EFFICIENTAI_LICENSE` grants the features you reference. + +**SSO tab is missing on the login screen even though `external_oidc` is in +`providers`.** +Either the license doesn't include `oidc_sso`, or `auth.oidc.issuer` is +empty. Check the live config in the backend's `/api/v1/auth/config` +response. + +**Users sign in via SSO but keep landing in a fresh org.** +Set `auth.oidc.default_org_name` to your company name, or emit a +deterministic `org` claim from your IdP and map it via +`auth.oidc.org_claim_path`. + +**Bearer tokens are rejected with "signature verification failed".** +Make sure the app pod can reach `/.well-known/openid-configuration` +and the JWKS endpoint it advertises. Egress proxies commonly block this. + +**Signup is disabled.** +`auth.local_password.allow_signup` is set to `false`. Re-enable it +temporarily, or invite the user from **Settings โ†’ Team** using an admin +account instead. + +**Setting a password from Profile says "This credential is not bound to a +user."** +You authenticated with a legacy API key that has no user attached. Open +your **Profile** page once (the backend lazily provisions a placeholder +user on that call), then retry. + +**After accepting an invitation nothing in the UI changes.** +Expected โ€” accepting only adds the membership, it doesn't switch your +session. Click the org switcher in the top bar (or use the green "Switch +to โ€ฆ" banner on the profile page) to mint a token scoped to the new org. + +**Org switcher says "API keys are bound to a single organization."** +Switching is only available for interactive (Bearer token) sessions. For +CI pipelines, generate a separate API key inside each organization you +need to reach. diff --git a/docs-fumadocs/content/docs/getting-started/installation.mdx b/docs-fumadocs/content/docs/getting-started/installation.mdx new file mode 100644 index 00000000..a8094ccd --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/installation.mdx @@ -0,0 +1,253 @@ +--- +id: installation +title: Installation +sidebar_position: 1 +--- + +# ๐Ÿš€ Quick Start + +There are two ways to run the application: + +## Method 1: Using Docker Compose (Recommended) + +Start all services with a single command: + +```bash +docker compose up -d +``` + +This will automatically: + +- **Pull pre-built images** from GitHub Container Registry (no build required!) +- Start all services (database, Redis, API, worker) +- Run database migrations automatically on startup + +The first run will download ~4GB of images, which typically takes 1-2 minutes depending on your internet speed. + +### Using a Specific Version + +You can pin to a specific release version for stability: + +```bash +# Use a specific version +EFFICIENTAI_VERSION=1.0.0 docker compose up -d + +# Or add to your .env file for persistence +echo "EFFICIENTAI_VERSION=1.0.0" >> .env +docker compose up -d +``` + +### Initialize database + +Migrations run automatically on startup, but you can also run manually: + +```bash +# Option 1: Let migrations run automatically on startup +# (No action needed - migrations run when the app starts) + +# Option 2: Run migrations manually before starting +docker compose exec api eai migrate +``` + +### Create an API key + +```bash +docker compose exec api python scripts/create_api_key.py "My API Key" +``` + +### Access the application + +- Frontend: http://localhost:8000/ +- API Docs: http://localhost:8000/docs + +### Building Locally (for development) + +If you want to build images locally instead of pulling pre-built ones (e.g., for development): + +```bash +# Edit docker-compose.yml to uncomment the 'build' sections, then: +docker compose up -d --build + +# Or rebuild without cache for a clean build +docker compose build --no-cache api worker +docker compose up -d +``` + +## Method 2: Using Command Line (CLI) + +### Install the package + +```bash +pip install -e . +``` + +### Generate configuration file + +```bash +eai init-config +``` + +Edit `config.yml` with your settings: + +```yaml +# EfficientAI Configuration File + +# Application Settings +app: + name: "Voice AI Evaluation Platform" + version: "0.1.0" + debug: true # Set to false in production + secret_key: "your-secret-key-here-change-in-production" + +# Server Settings +server: + host: "0.0.0.0" + port: 8000 + +# Database Configuration (Required) +database: + url: "postgresql://efficientai:password@localhost:5432/efficientai" + +# Redis Configuration (Required) +redis: + url: "redis://localhost:6379/0" + +# Celery Configuration +celery: + broker_url: "redis://localhost:6379/0" + result_backend: "redis://localhost:6379/0" + +# File Storage +storage: + upload_dir: "./uploads" + max_file_size_mb: 500 + allowed_audio_formats: + - "wav" + - "mp3" + - "flac" + - "m4a" + +# S3 Configuration (Optional - for cloud audio storage) +s3: + enabled: false + bucket_name: "your-s3-bucket-name" + region: "us-east-1" + access_key_id: "your-access-key-id" + secret_access_key: "your-secret-access-key" + endpoint_url: null # For S3-compatible services (MinIO, DigitalOcean Spaces) + prefix: "audio/" + +# CORS Settings +cors: + origins: + - "http://localhost:3000" + - "http://localhost:8000" + +# API Settings +api: + prefix: "/api/v1" + key_header: "X-API-Key" + rate_limit_per_minute: 60 +``` + +> **Important**: Make sure to change `secret_key` to a secure random value in production! + +### Start the application and worker + +**Option A: Start both together (Recommended)** + +```bash +eai start-all --config config.yml +``` + +This single command will: + +- Start the API server +- Start the Celery worker (for background task processing) +- Run database migrations automatically +- Build the frontend (if needed) + +Press `Ctrl+C` to stop both services together. + +**Option B: Start separately (for advanced use)** + +In one terminal, start the application: + +```bash +eai start --config config.yml +``` + +In another terminal, start the Celery worker: + +```bash +eai worker --config config.yml +``` + +Or use the Celery command directly: + +```bash +celery -A app.workers.celery_app worker --loglevel=info +``` + +The application will automatically: + +- Run database migrations (ensures schema is up to date) +- Build the frontend (if needed) +- Start the API server +- Serve both API and frontend from the same server + +**Important**: Migrations run automatically before startup. If migrations fail, the app won't start. + +### For development with hot reload + +```bash +# Enable auto-rebuild of frontend on file changes +eai start-all --config config.yml --watch-frontend +``` + +This will: + +- Automatically rebuild the frontend when source files change +- Keep the backend hot-reload enabled (by default) +- Perfect for active frontend development + +### Access the application + +- Frontend: http://localhost:8000/ +- API Docs: http://localhost:8000/docs + +## Prerequisites + +**For Docker Compose**: +- Docker and Docker Compose installed +- ~4GB disk space for pre-built images + +**For CLI**: +- Python 3.11+ +- Node.js 18+ and npm +- PostgreSQL running (locally or remote) +- Redis running (locally or remote) + +## Docker Images + +EfficientAI provides pre-built Docker images hosted on GitHub Container Registry: + +| Image | Description | Size | +|-------|-------------|------| +| `ghcr.io/efficientai-tech/efficientai-api` | API server + frontend | ~1.5GB | +| `ghcr.io/efficientai-tech/efficientai-worker` | Celery worker with ML models | ~4GB | + +### Available Tags + +- `latest` - Most recent build from main branch +- `x.y.z` - Specific version (e.g., `1.0.0`) +- `x.y` - Latest patch of a minor version (e.g., `1.0`) + +### Manual Pull (Optional) + +Images are pulled automatically by `docker compose up`, but you can pre-pull them: + +```bash +docker pull ghcr.io/efficientai-tech/efficientai-api:latest +docker pull ghcr.io/efficientai-tech/efficientai-worker:latest +``` diff --git a/docs-fumadocs/content/docs/getting-started/integrations.mdx b/docs-fumadocs/content/docs/getting-started/integrations.mdx new file mode 100644 index 00000000..8c363228 --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/integrations.mdx @@ -0,0 +1,120 @@ +--- +id: integrations +title: Integrations +sidebar_position: 4 +--- + +# Integrations + +Integrations in EfficientAI are not limited to external voice-agent platforms. You can connect integrations across three layers of the stack: + +1. **Voice agent platforms** (agent/runtime side) +2. **AI providers** (LLM/STT/TTS model side) +3. **Telephony providers** (PSTN/number/routing side) + +This lets you test and evaluate the complete call path from model behavior to phone-network delivery. + +## Integrations UI + +![Integrations configuration page](/screenshots/integration-section.png) + +## 1) Voice platform integrations (agent side) + +Voice platform integrations connect EfficientAI to externally hosted voice agents. + +
+ {[ + { name: 'Retell', logo: '/retellai.png' }, + { name: 'Vapi', logo: '/vapiai.jpg' }, + { name: 'ElevenLabs', logo: '/elevenlabs.jpg' }, + { name: 'Deepgram', logo: '/deepgram.png' }, + { name: 'Cartesia', logo: '/cartesia.jpg' }, + { name: 'Murf', logo: '/murf.png' }, + { name: 'Sarvam', logo: '/sarvam.png' }, + { name: 'VoiceMaker', logo: '/voiceMaker.png' }, + { name: 'Smallest.ai', logo: '/smallest.jpeg' }, + ].map((item) => ( +
+ {`${item.name} +

{item.name}

+
+ ))} +
+ +With these integrations, you can run provider-backed calls, ingest transcripts/call metadata, and evaluate outcomes in EfficientAI. + +## 2) AI provider integrations (LLM layer) + +AI provider integrations connect model vendors used by your Voice Bundles and evaluation workflows. + +
+ {[ + { name: 'OpenAI', logo: '/openai-logo.png' }, + { name: 'Anthropic', logo: '/anthropic.png' }, + { name: 'Google', logo: '/geminiai.png' }, + { name: 'xAI', logo: '/xai.svg' }, + { name: 'Cohere', logo: '/cohere.svg' }, + { name: 'Mistral', logo: '/mistral.svg' }, + { name: 'Meta', logo: '/metaai.png' }, + { name: 'Together', logo: '/togetherai.svg' }, + { name: 'Perplexity', logo: '/perplexity-ai.svg' }, + { name: 'Azure', logo: '/azureai.png' }, + { name: 'AWS', logo: '/AWS_logo.png' }, + ].map((item) => ( +
+ {`${item.name} +

{item.name}

+
+ ))} +
+ +These providers power model-side capabilities for generation and speech pipelines depending on your configuration. + +## 3) Telephony provider integrations + +Telephony integrations connect your phone-network provider to EfficientAI. + +
+ {[ + { name: 'Plivo', logo: '/favicon_light.png' }, + { name: 'Exotel', logo: '/favicon_light.png' }, + ].map((item) => ( +
+ {`${item.name} +

{item.name}

+
+ ))} +
+ +These integrations handle telephony-specific setup like credentials, number sync, and routing-related configuration used by call workflows. + +## What integrations enable in practice + +Once linked, an agent can: + +- execute tests through external voice providers, +- use configured AI providers for model operations, +- run telephony-connected flows when phone network integration is needed, +- evaluate all of the above inside the same metrics/reporting loop. + +## Agent fields commonly used for external voice platforms + +When mapping an agent to an external voice platform, these fields are typically configured on the agent: + +- `voice_ai_integration_id`: integration connection reference. +- `voice_ai_agent_id`: provider-side agent identifier. +- `call_medium = web_call`: required for web-call testing workflows. + +## Recommended setup flow + +1. Configure your required integrations (voice platform, AI provider, telephony as needed). +2. Link the agent to the relevant voice platform integration and provider-side agent ID. +3. Configure Voice Bundles to use your chosen AI providers. +4. Add telephony configuration if your flow requires phone-network execution. +5. Run and compare outcomes in Playground/evaluator workflows. + +## Backlinks + +- Agent-level capability overview: [Agents](/docs/products/agents) +- Internal test stack alternative: [Voice Bundles](/docs/getting-started/voice-bundles) +- Product walkthrough where integrations are managed: [Configuration - Integrations](/docs/reference/configuration) diff --git a/docs-fumadocs/content/docs/getting-started/meta.json b/docs-fumadocs/content/docs/getting-started/meta.json new file mode 100644 index 00000000..9f37f3b4 --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/meta.json @@ -0,0 +1,10 @@ +{ + "title": "Getting Started", + "pages": [ + "installation", + "s3-storage", + "authentication", + "integrations", + "voice-bundles" + ] +} diff --git a/docs-fumadocs/content/docs/getting-started/s3-storage.mdx b/docs-fumadocs/content/docs/getting-started/s3-storage.mdx new file mode 100644 index 00000000..0e83ff12 --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/s3-storage.mdx @@ -0,0 +1,152 @@ +--- +id: s3-storage +title: S3 Storage +sidebar_position: 2 +--- + +# S3 Cloud Storage + +## Overview + +EfficientAI can store audio files and recordings in Amazon S3 or any S3-compatible storage service (MinIO, DigitalOcean Spaces, etc.). + +This is useful for: +- Storing large audio files in the cloud +- Scaling storage independently from your server +- Integrating with existing cloud infrastructure + +--- + +## Configuration + +### 1. Update config.yml + +Add the S3 configuration section to your `config.yml`: + +```yaml +s3: + enabled: true + bucket_name: "your-bucket-name" + region: "us-east-1" + access_key_id: "AKIAIOSFODNN7EXAMPLE" + secret_access_key: "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY" + endpoint_url: null # Optional: for S3-compatible services + prefix: "audio/" # Optional: folder prefix for files +``` + +### 2. Configuration Options + +| Option | Required | Description | +|--------|----------|-------------| +| `enabled` | Yes | Set to `true` to enable S3 storage | +| `bucket_name` | Yes | Name of your S3 bucket | +| `region` | Yes | AWS region (e.g., `us-east-1`, `eu-west-1`) | +| `access_key_id` | Yes | AWS Access Key ID | +| `secret_access_key` | Yes | AWS Secret Access Key | +| `endpoint_url` | No | Custom endpoint for S3-compatible services | +| `prefix` | No | Folder prefix for uploaded files (default: `audio/`) | + +--- + +## AWS Setup + +### 1. Create an S3 Bucket + +```bash +aws s3 mb s3://your-bucket-name --region us-east-1 +``` + +### 2. Create an IAM User + +Create a user with programmatic access and attach this policy: + +```json +{ + "Version": "2012-10-17", + "Statement": [ + { + "Effect": "Allow", + "Action": [ + "s3:PutObject", + "s3:GetObject", + "s3:DeleteObject", + "s3:ListBucket" + ], + "Resource": [ + "arn:aws:s3:::your-bucket-name", + "arn:aws:s3:::your-bucket-name/*" + ] + } + ] +} +``` + +### 3. Get Credentials + +After creating the IAM user, note the **Access Key ID** and **Secret Access Key**. + +--- + +## S3-Compatible Services + +### MinIO + +```yaml +s3: + enabled: true + bucket_name: "efficientai" + region: "us-east-1" + access_key_id: "minioadmin" + secret_access_key: "minioadmin" + endpoint_url: "http://localhost:9000" + prefix: "audio/" +``` + +### DigitalOcean Spaces + +```yaml +s3: + enabled: true + bucket_name: "your-space-name" + region: "nyc3" + access_key_id: "your-spaces-key" + secret_access_key: "your-spaces-secret" + endpoint_url: "https://nyc3.digitaloceanspaces.com" + prefix: "audio/" +``` + +### Cloudflare R2 + +```yaml +s3: + enabled: true + bucket_name: "your-bucket" + region: "auto" + access_key_id: "your-r2-access-key" + secret_access_key: "your-r2-secret-key" + endpoint_url: "https://.r2.cloudflarestorage.com" + prefix: "audio/" +``` + +--- + +## Verifying Connection + +After configuring S3, restart the application: + +```bash +eai start-all --config config.yml +``` + +Upload a test file through the UI or API. Check your S3 bucket to confirm the file appears under the configured prefix. + +--- + +## Troubleshooting + +| Issue | Solution | +|-------|----------| +| `Access Denied` | Check IAM permissions and bucket policy | +| `NoSuchBucket` | Verify bucket name and region | +| `Connection refused` | Check endpoint_url for S3-compatible services | +| `Invalid credentials` | Verify access_key_id and secret_access_key | diff --git a/docs-fumadocs/content/docs/getting-started/voice-bundles.mdx b/docs-fumadocs/content/docs/getting-started/voice-bundles.mdx new file mode 100644 index 00000000..be9b08df --- /dev/null +++ b/docs-fumadocs/content/docs/getting-started/voice-bundles.mdx @@ -0,0 +1,41 @@ +--- +id: voice-bundles +title: Voice Bundles +sidebar_position: 5 +--- + +# Voice Bundles + +Voice Bundles define the internal speech pipeline used by the EfficientAI Test Agent path. + +## Voice Bundle UI + +![Voice bundle setup](/screenshots/voice-bundle.png) + +## Why voice bundles matter + +A voice bundle gives you repeatable, controlled test conditions so you can compare prompt and model changes without provider-side drift. + +## Supported bundle types + +- **STT + LLM + TTS** +- **S2S (speech-to-speech)** + +For STT + LLM + TTS bundles, you configure provider/model settings per stage and optional parameters like temperature and token limits. + +## When to use voice bundles vs integrations + +- Use **voice bundles** when you want tightly controlled internal testing. +- Use **integrations** when you want to test external provider behavior end-to-end. + +## Typical workflow + +1. Configure a voice bundle in the platform. +2. Attach `voice_bundle_id` to an agent. +3. Run tests in Playground or evaluator flows. +4. Compare outcomes over time using consistent bundle settings. + +## Backlinks + +- Agent capability overview: [Agents](/docs/products/agents) +- External provider path setup: [Integrations](/docs/getting-started/integrations) diff --git a/docs-fumadocs/content/docs/intro.mdx b/docs-fumadocs/content/docs/intro.mdx new file mode 100644 index 00000000..ac379d9e --- /dev/null +++ b/docs-fumadocs/content/docs/intro.mdx @@ -0,0 +1,44 @@ +--- +id: intro +title: Introduction +sidebar_position: 1 +--- + +# Introduction + +EfficientAI is a voice AI evaluation platform for testing, measuring, and improving conversational agents before they reach production. + +It helps teams run realistic simulations, analyze outcomes with explicit metrics, and iterate quickly on agent behavior, prompts, and voice quality. + +## What the platform does + +EfficientAI gives you an end-to-end loop for voice AI quality: + +1. Configure the **Agent** you want to test. +2. Configure **Personas** with mapped voices for caller simulation. +3. Define **Scenarios** that represent conversation goals. +4. Run tests in the **Agent Playground** or evaluator workflows. +5. Score calls using enabled **Metrics**. +6. Improve prompts and re-test to track quality over time. + +## Core capabilities + +- **Agent testing across call setups**: supports inbound/outbound context and phone/web call mediums. +- **Prompt management**: maintain an internal test-agent prompt and sync provider prompts from external voice platforms. +- **Voice bundle composition**: configure STT, LLM, and TTS stacks (or S2S where configured) for test-agent behavior. +- **Persona voice mapping**: personas are tied to concrete provider and voice identities. +- **Scenario generation and curation**: generate from agent prompts, derive from call transcripts/call data, or create manually. +- **Metric-driven evaluation**: enable the exact metrics you want and apply them consistently across runs. +- **Prompt optimization workflows**: run optimization loops, compare candidates, accept winners, and push selected prompts to providers. + +## Platform model + +At a high level: + +- **Agents** are the systems under test. +- **Personas** represent simulated callers with specific voice identities. +- **Scenarios** define goals and test context. +- **Metrics** evaluate objective completion and voice quality. +- **Results** provide run-level evidence for iteration decisions. + +This structure keeps testing reproducible while still reflecting real-world voice interactions. diff --git a/docs-fumadocs/content/docs/meta.json b/docs-fumadocs/content/docs/meta.json new file mode 100644 index 00000000..61851900 --- /dev/null +++ b/docs-fumadocs/content/docs/meta.json @@ -0,0 +1,12 @@ +{ + "title": "EfficientAI Docs", + "pages": [ + "intro", + "getting-started", + "products", + "monitoring", + "reference", + "advanced", + "more" + ] +} diff --git a/docs-fumadocs/content/docs/monitoring/alerting.mdx b/docs-fumadocs/content/docs/monitoring/alerting.mdx new file mode 100644 index 00000000..4e3dcc97 --- /dev/null +++ b/docs-fumadocs/content/docs/monitoring/alerting.mdx @@ -0,0 +1,127 @@ +--- +id: alerting +title: Alerting +sidebar_position: 2 +--- + +# Alerting + +## What is Alerting? + +**Alerting** lets you set up automated notifications when your Voice AI metrics cross certain thresholds. + +Instead of manually checking dashboards, you can configure alerts to notify you via email or webhook (Slack, etc.) when something needs attention. + +--- + +## Creating an Alert + +An alert is defined by: + +1. **Metric**: What are you measuring? +2. **Condition**: When should it trigger? +3. **Notification**: How should you be notified? + +--- + +## Available Metrics + +| Metric | Description | +|--------|-------------| +| **Number of Calls** | Total call count | +| **Call Duration** | Average or total call length | +| **Error Rate** | Percentage of failed calls | +| **Success Rate** | Percentage of successful calls | +| **Latency** | Response time | +| **Custom** | Your own defined metrics | + +--- + +## Aggregation Types + +How the metric is calculated over the time window: + +| Aggregation | Description | +|-------------|-------------| +| **Sum** | Total value | +| **Average** | Mean value | +| **Count** | Number of occurrences | +| **Min** | Minimum value | +| **Max** | Maximum value | + +--- + +## Operators + +| Operator | Meaning | +|----------|---------| +| `>` | Greater than | +| `<` | Less than | +| `>=` | Greater than or equal | +| `<=` | Less than or equal | +| `=` | Equal to | +| `!=` | Not equal to | + +--- + +## Example Alert + +> "Alert me when the **average latency** is **greater than 500ms** in the last **60 minutes**" + +Configuration: +- **Metric**: Latency +- **Aggregation**: Average +- **Operator**: > +- **Threshold**: 500 +- **Time Window**: 60 minutes + +--- + +## Notification Options + +### Email +Add one or more email addresses to receive alert notifications. + +### Webhooks +Send alerts to Slack, Discord, or any webhook-compatible service. + +Example Slack webhook: +``` +https://hooks.slack.com/services/T00000000/B00000000/XXXXXXXX +``` + +--- + +## Notification Frequency + +Control how often you receive notifications: + +| Frequency | Description | +|-----------|-------------| +| **Immediate** | Send as soon as triggered | +| **Hourly** | Batch notifications hourly | +| **Daily** | Daily digest | +| **Weekly** | Weekly summary | + +--- + +## Alert Status + +| Status | Description | +|--------|-------------| +| **Active** | Alert is monitoring and will trigger | +| **Paused** | Alert is temporarily disabled | +| **Disabled** | Alert is turned off | + +--- + +## Alert History + +When an alert is triggered, a history record is created with: +- Trigger timestamp +- Metric value at trigger +- Acknowledgement status +- Resolution notes + +View alert history in the Alerts dashboard to track incidents over time. + diff --git a/docs-fumadocs/content/docs/monitoring/calls.mdx b/docs-fumadocs/content/docs/monitoring/calls.mdx new file mode 100644 index 00000000..6f4be389 --- /dev/null +++ b/docs-fumadocs/content/docs/monitoring/calls.mdx @@ -0,0 +1,366 @@ +--- +id: calls +title: Calls +sidebar_position: 2 +--- + +# Calls + +## What are Calls? + +**Calls** in EfficientAI represent real voice conversations happening in your production environment. By forwarding live call data to EfficientAI, you can inspect transcripts, review metadata, and run evaluations on real customer interactions โ€” not just simulated tests. + +This is useful when you want to: +- Monitor how your Voice AI handles real customers +- Evaluate production calls against your quality criteria +- Track call metadata like duration, phone numbers, and end reasons +- Compare real-world performance against your test scenarios + +--- + +## Webhook URLs + +API keys are embedded directly in the URL, just like Slack webhooks. No custom headers needed โ€” just paste the URL into your provider's dashboard. + +### For Retell + +Retell sends its own payload format (`event` + `call` object). Use the dedicated Retell webhook: + +``` +POST https://your-domain.com/api/v1/observability/calls/webhook/retell/YOUR_API_KEY +``` + +Configure this URL in your Retell dashboard under **Settings โ†’ Webhooks**. Retell will automatically send call events to this URL. + +### For custom sources (Vapi, your backend, scripts, etc.) + +Use the generic webhook with the flat JSON format documented below: + +``` +POST https://your-domain.com/api/v1/observability/calls/webhook/YOUR_API_KEY +``` + +**Example:** +``` +POST https://xyz.com/api/v1/observability/calls/webhook/i7b7Kdhvg8HDYlY2q2TBvKuI1Na_rY6xpkDP-DEJ24A +``` + +--- + +## JSON Payload Structure + +Each request sends **one call** at a time. The payload is flat (not nested inside a `call_data` wrapper): + +```json +{ + "id": "0199e72d-795e-7ffe-b9b9-d3b08a3a11ae", + "agent_id": 2, + "startedAt": "2025-10-15T09:22:21.787Z", + "endedAt": "2025-10-15T09:24:30.229Z", + "to_phone_number": "+18646190758", + "from_phone_number": "+14155551234", + "messages": [ + { + "role": "bot", + "content": "Hi there. This is Alex from Tech Solutions customer support. How can I help you today?", + "start_time": 1760520142852, + "end_time": 1760520147842 + }, + { + "role": "user", + "content": "Yeah. I have a question about a recent recurring charge on my account.", + "start_time": 1760520149392, + "end_time": 1760520153012 + } + ], + "metadata": { + "customer_name": "John Doe", + "call_type": "support" + }, + "endedReason": "customer-hungup", + "recording_url": "https://storage.example.com/recordings/call_123.wav", + "provider_platform": "vapi" +} +``` + +### Field Reference + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `id` | String | **Yes** | Unique identifier for the call (used as `provider_call_id` internally) | +| `agent_id` | String or Integer | No | Links the call to an EfficientAI Agent. Can be a numeric external ID or a UUID. | +| `startedAt` | ISO 8601 String | No | When the call started (e.g., `"2025-10-15T09:22:21.787Z"`) | +| `endedAt` | ISO 8601 String | No | When the call ended | +| `to_phone_number` | String | No | The number that was called (E.164 format recommended) | +| `from_phone_number` | String | No | The number that initiated the call | +| `messages` | Array | No | Structured transcript of the conversation (see below) | +| `metadata` | Object | No | Arbitrary key-value pairs (customer name, call type, tags, etc.) | +| `endedReason` | String | No | Why the call ended (e.g., `"customer-hungup"`, `"assistant-ended-call"`, `"voicemail"`, `"error"`) | +| `recording_url` | String | No | URL to the call recording file (WAV, MP3, etc.) โ€” used later for audio-based evaluations | +| `provider_platform` | String | No | Name of the voice AI platform (e.g., `"vapi"`, `"retell"`, `"custom"`). Defaults to `"external"`. | + +:::tip Extra Fields +The endpoint accepts additional fields beyond those listed above. Any extra fields are automatically captured and stored in the call data, so you can forward your provider's full payload without stripping fields. +::: + +### Message Object + +Each item in the `messages` array represents a single utterance in the conversation: + +| Field | Type | Required | Description | +|-------|------|----------|-------------| +| `role` | String | **Yes** | Who spoke โ€” `"bot"` / `"assistant"` for the AI, `"user"` for the caller | +| `content` | String | **Yes** | The text of what was said | +| `start_time` | Number | No | Unix timestamp (milliseconds) when the utterance started | +| `end_time` | Number | No | Unix timestamp (milliseconds) when the utterance ended | + +--- + +## Provider Setup + +### Retell + +In your Retell dashboard, go to **Settings โ†’ Webhooks** and set the webhook URL: + +``` +https://your-domain.com/api/v1/observability/calls/webhook/retell/YOUR_API_KEY +``` + +Retell will automatically send its native call event payload (with `event`, `call`, `call_analysis`, `latency`, `cost`, etc.) to this URL after every call. No data transformation needed on your side. + +### Vapi + +Set this as your Vapi `server-url`: + +``` +https://your-domain.com/api/v1/observability/calls/webhook/YOUR_API_KEY +``` + +Send the flat JSON format documented above with the call messages, metadata, and recording URLs. + +### Custom / Other Providers + +Use the generic webhook URL and send the flat JSON format: + +```bash +curl -X POST https://your-domain.com/api/v1/observability/calls/webhook/YOUR_API_KEY \ + -H "Content-Type: application/json" \ + -d '{ + "id": "call_abc123", + "agent_id": "your-agent-id", + "startedAt": "2025-10-15T09:22:21.787Z", + "endedAt": "2025-10-15T09:24:30.229Z", + "messages": [...], + "endedReason": "assistant-ended-call" + }' +``` + +--- + +## Running Evaluations on Calls + +Once a call is ingested, you can trigger an LLM evaluation on it directly from the UI or the API. + +### From the UI + +1. Navigate to **Calls** in the sidebar +2. Click on a call to open its detail page +3. Click **Run Evaluation** +4. Select an evaluator from the dropdown +5. The evaluation runs asynchronously โ€” you'll be redirected to the results page + +### From the API + +```bash +curl -X POST https://your-domain.com/api/v1/observability/calls/{call_short_id}/evaluate \ + -H "X-EFFICIENTAI-API-KEY: your-api-key" \ + -H "Content-Type: application/json" \ + -d '{ + "evaluator_id": "your-evaluator-uuid" + }' +``` + +The evaluation uses the call's `messages` to build a transcript and runs it through the selected evaluator's LLM criteria (Follow Instructions, Problem Resolution, Professionalism, etc.). + +--- + +## Viewing Call Data + +| Action | Endpoint | +|--------|----------| +| List all calls | `GET /api/v1/observability/calls` | +| View call details | `GET /api/v1/observability/calls/{call_short_id}` | +| Delete a call | `DELETE /api/v1/observability/calls/{call_short_id}` | + +The Calls dashboard in the frontend shows all ingested calls with filtering by event type, provider badges, and relative timestamps. + +--- + +## Local Development with ngrok + +Since EfficientAI receives webhooks from external providers, your local server needs to be publicly reachable. [ngrok](https://ngrok.com/) creates a secure tunnel from the internet to your local machine. + +### Step 1: Install ngrok + +```bash +# macOS +brew install ngrok + +# Linux (snap) +sudo snap install ngrok + +# Or download from https://ngrok.com/download +# and unzip into your PATH +``` + +### Step 2: Create a free ngrok account + +Sign up at [https://dashboard.ngrok.com/signup](https://dashboard.ngrok.com/signup) and copy your auth token. + +```bash +ngrok config add-authtoken YOUR_AUTH_TOKEN +``` + +### Step 3: Start EfficientAI locally + +Make sure EfficientAI is running on its default port: + +```bash +# Using Docker +docker compose up -d + +# Or using CLI +eai start +``` + +Verify the API is accessible at `http://localhost:8000/docs`. + +### Step 4: Start the ngrok tunnel + +Point ngrok at the port where EfficientAI is running (default `8000`). ngrok does not occupy this port โ€” it creates a public URL that forwards traffic to your local server. + +```bash +ngrok http 8000 +``` + +If EfficientAI is running on a different port (e.g., you changed it in `config.yml`), use that port instead: + +```bash +ngrok http 9000 +``` + +You'll see output like: + +``` +Session Status online +Forwarding https://a1b2c3d4.ngrok-free.app -> http://localhost:8000 +``` + +Copy the `https://....ngrok-free.app` URL โ€” this is your public webhook URL. + +:::info ngrok dashboard +ngrok also starts a local inspection dashboard at `http://localhost:4040` where you can see all incoming webhook requests, replay them, and inspect payloads โ€” useful for debugging. +::: + +### Step 5: Configure your Voice AI provider + +Use the ngrok URL with your API key: + +**For Retell:** +``` +https://a1b2c3d4.ngrok-free.app/api/v1/observability/calls/webhook/retell/YOUR_API_KEY +``` + +**For Vapi / custom sources:** +``` +https://a1b2c3d4.ngrok-free.app/api/v1/observability/calls/webhook/YOUR_API_KEY +``` + +Paste the appropriate URL into your provider's webhook/server-url configuration. + +### Step 6: Test with a real call + +Make a call to your Voice AI agent. You should see the webhook hit in the ngrok terminal and the call appear in the EfficientAI Calls dashboard. + +:::caution ngrok URL Changes +The free tier of ngrok generates a new URL each time you restart it. If you need a stable URL, consider ngrok's paid plan with custom domains, or use a tool like [Cloudflare Tunnel](https://developers.cloudflare.com/cloudflare-one/connections/connect-networks/). +::: + +--- + +## Testing with Postman + +You can also send test call data manually using Postman or curl: + +```bash +curl -X POST http://localhost:8000/api/v1/observability/calls/webhook/your-api-key \ + -H "Content-Type: application/json" \ + -d '{ + "id": "test-call-001", + "agent_id": 1, + "startedAt": "2025-10-15T09:22:21.787Z", + "endedAt": "2025-10-15T09:24:30.229Z", + "to_phone_number": "+18646190758", + "from_phone_number": "+14155551234", + "messages": [ + { + "role": "bot", + "content": "Hi there. This is Riley from Wellness Partners. How can I help you today?", + "start_time": 1760520142852, + "end_time": 1760520147842 + }, + { + "role": "user", + "content": "Hi, I need to schedule a medical appointment.", + "start_time": 1760520149392, + "end_time": 1760520153012 + }, + { + "role": "bot", + "content": "Of course! I can help you with that. Could you tell me your preferred date and time?", + "start_time": 1760520154442, + "end_time": 1760520160522 + }, + { + "role": "user", + "content": "Next Tuesday morning would be great.", + "start_time": 1760520161372, + "end_time": 1760520164132 + } + ], + "metadata": { + "customer_name": "Jane Smith", + "call_type": "appointment_scheduling" + }, + "endedReason": "assistant-ended-call", + "recording_url": "https://storage.example.com/recordings/test-call-001.wav" + }' +``` + +**Expected response** (HTTP 201): + +```json +{ + "id": "uuid-of-call-recording", + "call_short_id": "abc123", + "provider_call_id": "test-call-001", + "provider_platform": "external", + "status": "processed", + "message": "Call ingested successfully" +} +``` + +--- + +## Full Example: End-to-End Flow + +Here's the complete workflow from ingesting a call to evaluating it: + +1. **Ingest a call** โ†’ `POST /api/v1/observability/calls/webhook/YOUR_API_KEY` with the call JSON +2. **View in dashboard** โ†’ Navigate to Calls in the sidebar, click the new call +3. **Inspect transcript** โ†’ Review the chat bubbles, metadata, phone numbers, and end reason +4. **Run evaluation** โ†’ Click "Run Evaluation", pick an evaluator, and submit +5. **View results** โ†’ You're redirected to the evaluation results page with LLM scores + +This works identically for live production calls forwarded via webhook or test calls sent via Postman. + diff --git a/docs-fumadocs/content/docs/monitoring/cron-jobs.mdx b/docs-fumadocs/content/docs/monitoring/cron-jobs.mdx new file mode 100644 index 00000000..183a446c --- /dev/null +++ b/docs-fumadocs/content/docs/monitoring/cron-jobs.mdx @@ -0,0 +1,111 @@ +--- +id: cron-jobs +title: Scheduled Tests (Cron Jobs) +sidebar_position: 3 +--- + +# Scheduled Tests (Cron Jobs) + +## What are Cron Jobs? + +**Cron Jobs** let you schedule automated test calls to run on a recurring basis. + +Instead of manually triggering evaluations, you can set up a schedule like "Run this test every day at 9 AM" and EfficientAI will automatically execute it. + +--- + +## Use Cases + +- **Daily Health Checks**: Run a test every morning to ensure your AI is working +- **Regression Testing**: Automatically test after deployments +- **Performance Monitoring**: Continuous testing throughout the day +- **Off-Hours Testing**: Run tests when traffic is low + +--- + +## Creating a Cron Job + +A cron job requires: + +1. **Name**: A descriptive name for the schedule +2. **Cron Expression**: When to run (standard cron format) +3. **Timezone**: Which timezone to use +4. **Evaluators**: Which tests to run +5. **Max Runs** (optional): Limit total executions + +--- + +## Cron Expression Format + +Standard 5-field cron format: + +``` +โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ minute (0-59) +โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ hour (0-23) +โ”‚ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ day of month (1-31) +โ”‚ โ”‚ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ month (1-12) +โ”‚ โ”‚ โ”‚ โ”‚ โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€ day of week (0-6, Sun=0) +โ”‚ โ”‚ โ”‚ โ”‚ โ”‚ +* * * * * +``` + +### Examples + +| Expression | Description | +|------------|-------------| +| `0 9 * * *` | Every day at 9:00 AM | +| `0 */2 * * *` | Every 2 hours | +| `30 8 * * 1-5` | 8:30 AM on weekdays | +| `0 0 1 * *` | First day of each month at midnight | +| `*/15 * * * *` | Every 15 minutes | + +--- + +## Timezone Support + +All standard timezones are supported (pytz format): + +- `America/New_York` +- `Europe/London` +- `Asia/Kolkata` +- `UTC` + +The cron expression is evaluated in your selected timezone. + +--- + +## Status + +| Status | Description | +|--------|-------------| +| **Active** | Job is scheduled and will run | +| **Paused** | Job is temporarily stopped | +| **Completed** | Job hit max runs and stopped | + +--- + +## Example Setup + +**"Daily Morning Test"** + +``` +Name: Daily Morning Test +Cron: 0 9 * * * +Timezone: America/New_York +Evaluators: [Support Bot Test, Sales Bot Test] +Max Runs: (empty = unlimited) +``` + +This runs the selected evaluators every day at 9 AM Eastern time. + +--- + +## Managing Cron Jobs + +From the Cron Jobs dashboard you can: +- **Create** new scheduled tests +- **Pause/Resume** existing jobs +- **Edit** schedule or evaluators +- **Delete** jobs you no longer need +- **View** next scheduled run time + diff --git a/docs-fumadocs/content/docs/monitoring/meta.json b/docs-fumadocs/content/docs/monitoring/meta.json new file mode 100644 index 00000000..2ace091c --- /dev/null +++ b/docs-fumadocs/content/docs/monitoring/meta.json @@ -0,0 +1,8 @@ +{ + "title": "Monitoring", + "pages": [ + "calls", + "alerting", + "cron-jobs" + ] +} diff --git a/docs-fumadocs/content/docs/more/meta.json b/docs-fumadocs/content/docs/more/meta.json new file mode 100644 index 00000000..9b130e9e --- /dev/null +++ b/docs-fumadocs/content/docs/more/meta.json @@ -0,0 +1,11 @@ +{ + "title": "More", + "defaultOpen": true, + "collapsible": false, + "pages": [ + "roadmap", + "pitch-ideas", + "polls", + "qna" + ] +} diff --git a/docs-fumadocs/content/docs/more/pitch-ideas.mdx b/docs-fumadocs/content/docs/more/pitch-ideas.mdx new file mode 100644 index 00000000..3cddd8e5 --- /dev/null +++ b/docs-fumadocs/content/docs/more/pitch-ideas.mdx @@ -0,0 +1,9 @@ +--- +title: Pitch Ideas +--- + +# Pitch Ideas + +Share feature requests and product ideas with the community. + +- Open the ideas board: [Ideas Discussions](https://github.com/EfficientAI-tech/efficientAI/discussions/categories/ideas) diff --git a/docs-fumadocs/content/docs/more/polls.mdx b/docs-fumadocs/content/docs/more/polls.mdx new file mode 100644 index 00000000..e21e72a1 --- /dev/null +++ b/docs-fumadocs/content/docs/more/polls.mdx @@ -0,0 +1,9 @@ +--- +title: Polls +--- + +# Polls + +Vote on what the team should prioritize next. + +- Open polls: [Polls Discussions](https://github.com/EfficientAI-tech/efficientAI/discussions/categories/polls) diff --git a/docs-fumadocs/content/docs/more/qna.mdx b/docs-fumadocs/content/docs/more/qna.mdx new file mode 100644 index 00000000..e5c74645 --- /dev/null +++ b/docs-fumadocs/content/docs/more/qna.mdx @@ -0,0 +1,9 @@ +--- +title: QnA +--- + +# QnA + +Ask implementation and workflow questions to the community. + +- Open Q&A: [Q&A Discussions](https://github.com/EfficientAI-tech/efficientAI/discussions/categories/q-a) diff --git a/docs-fumadocs/content/docs/more/roadmap.mdx b/docs-fumadocs/content/docs/more/roadmap.mdx new file mode 100644 index 00000000..39efaa3a --- /dev/null +++ b/docs-fumadocs/content/docs/more/roadmap.mdx @@ -0,0 +1,9 @@ +--- +title: Roadmap +--- + +# Roadmap + +Track what EfficientAI is actively planning and shipping. + +- Open the roadmap discussions: [Roadmap Discussions](https://github.com/EfficientAI-tech/efficientAI/discussions/categories/roadmap) diff --git a/docs-fumadocs/content/docs/products/agents.mdx b/docs-fumadocs/content/docs/products/agents.mdx new file mode 100644 index 00000000..f6abeabf --- /dev/null +++ b/docs-fumadocs/content/docs/products/agents.mdx @@ -0,0 +1,81 @@ +--- +id: agents +title: Agents +sidebar_position: 1 +--- + +# Agents + +An Agent is the voice system you are evaluating in EfficientAI. + +## What the Agents section is for + +The Agents section is your control plane for: + +- defining the system under test, +- choosing the call context (language, medium, inbound/outbound), +- managing prompt surfaces used in tests, +- linking the agent to either internal or external execution paths. + +## Creating an agent + +![Creating an agent](/screenshots/creating-agents.png) + +## Execution paths + +An agent can run on one or both paths: + +- **Test Agent path (internal)** via `voice_bundle_id`. +- **Voice AI Agent path (external)** via integration + provider agent mapping. + +If both are configured, you can compare outcomes across both paths from Playground and evaluator workflows. + +## Core configuration + +| Property | Type | Description | +|---|---|---| +| `name` | String | Human-readable agent name. | +| `language` | Enum | Primary language context for evaluation. | +| `call_type` | Enum | `inbound` or `outbound` behavior context. | +| `call_medium` | Enum | `phone_call` or `web_call`. | +| `phone_number` | String | Required when `call_medium = phone_call`. | +| `voice_bundle_id` | UUID | Internal test stack for voice-bundle testing. | +| `voice_ai_integration_id` | UUID | External provider integration reference. | +| `voice_ai_agent_id` | String | External provider agent identifier. | + +## Inbound vs outbound calls + +Use `call_type` to model the call direction your production agent is designed for: + +- **Inbound**: user initiates call to the agent. +- **Outbound**: agent initiates call to the user. + +This setting should match your real deployment pattern so evaluation conditions are realistic. + +## Prompt management + +Agents can carry two prompt surfaces: + +- **EfficientAI Test Agent Description (`description`)** + Internal prompt used for test-agent behavior and evaluation context. +- **Provider Prompt (`provider_prompt`)** + Prompt fetched from the linked external voice provider. + +### Provider prompt sync + +When an agent is linked to an external provider, EfficientAI can fetch and store the current provider prompt. + +Sync can happen: + +- automatically on relevant create/update operations, and +- manually through "Sync Now" in the agent view. + +This keeps local review and optimization aligned with what is currently running on the provider. + +## Related setup guides + +For setup details, use these getting-started guides: + +- Voice bundle setup: [Voice Bundles](/docs/getting-started/voice-bundles) +- Provider integration setup: [Integrations](/docs/getting-started/integrations) + diff --git a/docs-fumadocs/content/docs/products/alerting.mdx b/docs-fumadocs/content/docs/products/alerting.mdx new file mode 100644 index 00000000..79d5dbe3 --- /dev/null +++ b/docs-fumadocs/content/docs/products/alerting.mdx @@ -0,0 +1,427 @@ +--- +id: alerting +title: Alerting +sidebar_position: 6 +--- + +# Alerting + +## What is Alerting? + +**Alerting** lets you set up automatic notifications when something important happens with your voice AI agents. Instead of manually checking dashboards, you define rules โ€” and EfficientAI will notify you via **Slack**, **email**, or both when those rules are triggered. + +Think of it as a smoke detector for your voice AI operations. You tell it what to watch (e.g., "error rate is above 10%"), and it will ring the alarm when something goes wrong. + +### Quick Example + +> "If the **average latency** of my Customer Support Agent exceeds **3 seconds** over the last **30 minutes**, send a Slack notification to #ops-alerts." + +That's it โ€” one alert rule, and you'll never miss a latency spike again. + +--- + +## Key Concepts + +### Alert + +An **Alert** is a monitoring rule. It defines: +- **What** to measure (metric + aggregation) +- **When** to fire (threshold + operator) +- **How far back** to look (time window) +- **Who** to notify (emails + webhooks) +- **How often** to notify (frequency / cooldown) + +### Alert History + +Every time an alert's condition is met and fires, an **Alert History** record is created. This gives you a full audit trail of when alerts were triggered, what the value was, and whether notifications were sent. + +--- + +## Setting Up an Alert + +### Step 1: Navigate to Alerts + +From the sidebar, go to **Alerting > Alerts**. You'll see a list of all configured alerts. + +### Step 2: Create a New Alert + +Click **Create Alert** and fill in the following: + +#### Basic Information + +| Field | Required | Description | +|---|---|---| +| **Alert Name** | Yes | A descriptive name, e.g., "High Error Rate - Production" | +| **Description** | No | Optional notes about what this alert monitors | + +#### Metric Condition + +This is the core of your alert โ€” the rule that determines when it fires. + +| Field | Required | Description | +|---|---|---| +| **Metric** | Yes | What to measure (see [Available Metrics](#available-metrics)) | +| **Aggregation** | Yes | How to combine values over the time window (see [Aggregations](#aggregations)) | +| **Operator** | Yes | The comparison operator (`>`, `<`, `>=`, `<=`, `=`, `!=`) | +| **Threshold** | Yes | The value to compare against | +| **Time Window** | Yes | How many minutes of data to look back (e.g., `60` = last 1 hour) | + +**Example:** `Average of Latency > 3` over a `30 minute` window means: "If the average latency across all calls in the last 30 minutes exceeds 3 seconds, fire the alert." + +#### Agent Selection + +Choose which agents this alert applies to: + +- **All Agents** โ€” monitors every agent in your organization (default) +- **Specific Agents** โ€” select one or more agents to scope the alert + +#### Notification Settings + +| Field | Required | Description | +|---|---|---| +| **Notification Frequency** | Yes | How often to re-notify if the condition persists (see [Notification Frequency](#notification-frequency)) | +| **Email Recipients** | No | One or more email addresses to receive alert emails | +| **Webhooks** | No | One or more webhook URLs (e.g., Slack incoming webhooks) | + +You must configure at least one email or webhook for notifications to work. + +### Step 3: Save + +Click **Create Alert**. Your alert is now **Active** and will be evaluated automatically. + +--- + +## Available Metrics + +| Metric | Value | Description | +|---|---|---| +| **Number of Calls** | `number_of_calls` | Total count of calls in the time window | +| **Call Duration** | `call_duration` | Duration of calls (in seconds) | +| **Error Rate** | `error_rate` | Percentage of calls that resulted in errors | +| **Success Rate** | `success_rate` | Percentage of calls that completed successfully | +| **Latency** | `latency` | Response latency of the voice AI agent | +| **Custom** | `custom` | Custom metric (for advanced use cases) | + +## Aggregations + +Aggregations determine how metric values are combined over the time window: + +| Aggregation | Value | Description | +|---|---|---| +| **Sum** | `sum` | Total sum of all values | +| **Average** | `avg` | Arithmetic mean of all values | +| **Count** | `count` | Number of data points | +| **Minimum** | `min` | Lowest value in the window | +| **Maximum** | `max` | Highest value in the window | + +## Operators + +| Operator | Description | +|---|---| +| `>` | Greater than | +| `<` | Less than | +| `>=` | Greater than or equal to | +| `<=` | Less than or equal to | +| `=` | Equal to | +| `!=` | Not equal to | + +--- + +## Notification Channels + +### Slack Webhooks + +EfficientAI sends rich Slack messages using [Block Kit](https://api.slack.com/block-kit) formatting. Each notification includes: + +- Alert name and severity +- The triggered metric value vs. the threshold +- Timestamp and agent scope + +**To set up a Slack webhook:** + +1. Go to your Slack workspace's **Apps** settings +2. Create or select an **Incoming Webhook** app +3. Choose the channel to post to +4. Copy the webhook URL (it looks like `https://hooks.slack.com/services/T.../B.../xxx`) +5. Paste it in the alert's **Webhook** field + +### Email Notifications + +Email alerts are sent as rich HTML emails containing: + +- Alert name and description +- Triggered value, threshold, and operator +- Metric type, aggregation, and time window +- Agent scope information +- Timestamp + +**Requirements:** Email notifications require SMTP to be configured in your EfficientAI deployment. See the [Configuration Reference](/docs/reference/configuration) for SMTP settings. + +--- + +## Notification Frequency + +The notification frequency controls how often you are re-notified when an alert condition remains true. This prevents notification fatigue. + +| Frequency | Cooldown | Description | +|---|---|---| +| **Immediate** | None | Notify every time the alert evaluates as triggered | +| **Hourly** | 1 hour | At most one notification per hour | +| **Daily** | 24 hours | At most one notification per day | +| **Weekly** | 7 days | At most one notification per week | + +If an alert fires and you were already notified within the cooldown period, the alert will still be evaluated (and recorded in history) but no new notification will be sent. + +--- + +## Alert Lifecycle + +### Statuses + +| Status | Description | +|---|---| +| **Active** | The alert is being evaluated on every cycle (default) | +| **Paused** | The alert exists but is temporarily not being evaluated | +| **Disabled** | The alert is fully disabled | + +You can **Pause** and **Resume** alerts at any time from the alert detail page. + +### Alert History Statuses + +Each alert history entry progresses through: + +| Status | Description | +|---|---| +| **Triggered** | The alert condition was met | +| **Notified** | Notifications were sent successfully | +| **Acknowledged** | A team member has acknowledged the alert | +| **Resolved** | The issue has been resolved | + +--- + +## Managing Alerts + +### Viewing Alert Details + +Click on any alert in the list to open its **Detail Page**. Here you'll see: + +- **Metric Condition** โ€” the full rule (aggregation, metric, operator, threshold, time window) +- **Agent Scope** โ€” which agents are monitored +- **Notification Config** โ€” email recipients and webhooks +- **Recent Alert History** โ€” the last 10 triggered events +- **Metadata** โ€” created/updated timestamps and total trigger count + +### Editing an Alert + +From the alert detail page, click the **Edit** button. This switches to an inline edit form where you can modify any field: + +- Basic information (name, description) +- Metric condition (metric, aggregation, operator, threshold, time window) +- Agent selection +- Notification settings (frequency, emails, webhooks) + +Click **Save Changes** to apply, or **Cancel** to discard. + +### Pausing / Resuming + +Click the **Pause** button on the detail page to temporarily stop an alert from being evaluated. Click **Resume** to reactivate it. Pausing does not delete any history. + +### Deleting an Alert + +Click **Delete** on the detail page. This permanently removes the alert and all its history. This action cannot be undone. + +--- + +## Testing & Debugging + +### Trigger (Manual Evaluation) + +The **Trigger** button on the alert detail page manually evaluates the alert right now, regardless of the automatic schedule. This is useful to: + +- Verify your alert condition is configured correctly +- Check if a threshold is currently being breached +- Debug why an alert isn't firing + +If the condition is met, a real notification is sent and an alert history record is created (just like an automatic evaluation). Cooldown rules still apply. + +### Test Notification + +The **Test Notification** button sends a sample notification to all configured channels (emails and webhooks) without evaluating the alert condition. This is useful to: + +- Verify that your Slack webhook URL is correct +- Verify that email delivery is working +- Preview what the notification looks like + +Test notifications are clearly labeled with a `[TEST]` prefix and use placeholder values. They do **not** create alert history records and ignore cooldown rules. + +### Evaluate All + +From the alerts list page, the **Evaluate All** button triggers evaluation of every active alert in your organization at once. The results banner shows: + +- How many alerts were evaluated +- How many triggered +- How many were within cooldown +- How many had errors + +--- + +## Automatic Evaluation + +Alerts are automatically evaluated every **60 seconds** by a background worker (Celery Beat). You do not need to manually trigger evaluations โ€” they run continuously as long as your workers are running. + +The evaluation cycle: +1. Fetches all **active** alerts for the organization +2. For each alert, computes the metric over the configured time window +3. Compares the computed value against the threshold +4. If the condition is met and the cooldown has elapsed, sends notifications +5. Records the result in alert history + +--- + +## API Reference + +All alert endpoints are under `/api/v1/alerts` and require authentication via API key. + +### Alerts + +| Method | Endpoint | Description | +|---|---|---| +| `POST` | `/alerts` | Create a new alert | +| `GET` | `/alerts` | List all alerts | +| `GET` | `/alerts/{alert_id}` | Get alert details | +| `PUT` | `/alerts/{alert_id}` | Update an alert | +| `DELETE` | `/alerts/{alert_id}` | Delete an alert | +| `POST` | `/alerts/{alert_id}/toggle` | Pause or resume an alert | +| `POST` | `/alerts/{alert_id}/trigger` | Manually evaluate an alert | +| `POST` | `/alerts/{alert_id}/test-notification` | Send a test notification | +| `POST` | `/alerts/evaluate/all` | Evaluate all active alerts | + +### Alert History + +| Method | Endpoint | Description | +|---|---|---| +| `GET` | `/alerts/history/all` | List all alert history | +| `GET` | `/alerts/{alert_id}/history` | List history for a specific alert | +| `GET` | `/alerts/history/{history_id}` | Get a specific history entry | +| `PATCH` | `/alerts/history/{history_id}` | Update history (acknowledge/resolve) | + +### Create Alert โ€” Request Body + +```json +{ + "name": "High Error Rate", + "description": "Fires when error rate exceeds 10%", + "metric_type": "error_rate", + "aggregation": "avg", + "operator": ">", + "threshold_value": 10, + "time_window_minutes": 60, + "agent_ids": ["uuid-1", "uuid-2"], + "notify_frequency": "hourly", + "notify_emails": ["ops@company.com"], + "notify_webhooks": ["https://hooks.slack.com/services/..."] +} +``` + +### Alert Response + +```json +{ + "id": "uuid", + "organization_id": "uuid", + "name": "High Error Rate", + "description": "Fires when error rate exceeds 10%", + "metric_type": "error_rate", + "aggregation": "avg", + "operator": ">", + "threshold_value": 10.0, + "time_window_minutes": 60, + "agent_ids": ["uuid-1", "uuid-2"], + "notify_frequency": "hourly", + "notify_emails": ["ops@company.com"], + "notify_webhooks": ["https://hooks.slack.com/services/..."], + "status": "active", + "created_at": "2026-02-15T10:00:00Z", + "updated_at": "2026-02-15T10:00:00Z" +} +``` + +--- + +## Configuration + +### SMTP Settings (for Email Notifications) + +To enable email notifications, configure the following in your `config.yml` or environment variables: + +```yaml +smtp: + host: "smtp.gmail.com" + port: 587 + username: "your-email@gmail.com" + password: "your-app-password" + from_email: "alerts@yourcompany.com" + from_name: "EfficientAI Alerts" + use_tls: true +``` + +Or via environment variables: + +| Variable | Description | Default | +|---|---|---| +| `SMTP_HOST` | SMTP server hostname | โ€” | +| `SMTP_PORT` | SMTP server port | `587` | +| `SMTP_USERNAME` | SMTP authentication username | โ€” | +| `SMTP_PASSWORD` | SMTP authentication password | โ€” | +| `SMTP_FROM_EMAIL` | Sender email address | โ€” | +| `SMTP_FROM_NAME` | Sender display name | `EfficientAI Alerts` | +| `SMTP_USE_TLS` | Enable TLS encryption | `true` | + +### Celery Workers + +Alert evaluation runs as a Celery Beat periodic task. Ensure your Celery workers and Beat scheduler are running: + +```bash +# Start Celery worker +celery -A app.workers.celery_app worker --loglevel=info + +# Start Celery Beat scheduler +celery -A app.workers.celery_app beat --loglevel=info +``` + +--- + +## Common Patterns + +### Monitor Error Rate Spikes + +``` +Metric: Error Rate | Aggregation: Average | Operator: > | Threshold: 5 | Window: 30 min +``` + +Alert when the average error rate exceeds 5% in the last 30 minutes. + +### Detect Call Volume Drops + +``` +Metric: Number of Calls | Aggregation: Count | Operator: < | Threshold: 10 | Window: 60 min +``` + +Alert when fewer than 10 calls are received in the last hour (possible outage). + +### Track High Latency + +``` +Metric: Latency | Aggregation: Max | Operator: > | Threshold: 5 | Window: 15 min +``` + +Alert when any single call has latency above 5 seconds in the last 15 minutes. + +### Monitor Success Rate + +``` +Metric: Success Rate | Aggregation: Average | Operator: < | Threshold: 90 | Window: 60 min +``` + +Alert when the average success rate drops below 90% in the last hour. + diff --git a/docs-fumadocs/content/docs/products/evaluators.mdx b/docs-fumadocs/content/docs/products/evaluators.mdx new file mode 100644 index 00000000..9f6a2ecd --- /dev/null +++ b/docs-fumadocs/content/docs/products/evaluators.mdx @@ -0,0 +1,44 @@ +--- +id: evaluators +title: Evaluators +sidebar_position: 4 +--- + +# Evaluators + +## What is an Evaluator? + +An **Evaluator** is a complete "Test Configuration". It brings everything together. + +Think of it as scheduling a specific exam. To run a test, you need three things: +1. **Student**: Which AI are we testing? (The **Agent**) +2. **Actor**: Who is calling? (The **Persona**) +3. **Test Question**: What is the call about? (The **Scenario**) + +When you create an Evaluator in EfficientAI, you are simply linking these three things together. Once created, you can run this Evaluator anytime to start a test call. + +--- + +## Technical Details + +Evaluators are the configuration entities that bind an **Agent** to a specific **Persona** and **Scenario** for testing. They serve as the template for running reproducible tests. + +### Definition + +An Evaluator consists of: + +| Field | Type | Description | +|---|---|---| +| `evaluator_id` | String | Unique 6-digit identifier. | +| `agent_id` | UUID | The Agent to be tested. | +| `persona_id` | UUID | The Persona to use for the test. | +| `scenario_id` | UUID | The Scenario to execute. | + +### Execution Process + +When an Evaluator is run: +1. **Conversation**: The `TestAgentService` runs the conversation between the Agent and the Persona. +2. **Recording**: The conversation is recorded and transcribed. +3. **Result Generation**: An `EvaluatorResult` record is created. +4. **Metric Calculation**: Post-conversation, systems calculate the metrics (WER, Latency, etc.). + diff --git a/docs-fumadocs/content/docs/products/meta.json b/docs-fumadocs/content/docs/products/meta.json new file mode 100644 index 00000000..166389a3 --- /dev/null +++ b/docs-fumadocs/content/docs/products/meta.json @@ -0,0 +1,13 @@ +{ + "title": "Products", + "pages": [ + "agents", + "personas", + "scenarios", + "evaluators", + "metrics", + "playground", + "alerting", + "prompt-optimization" + ] +} diff --git a/docs-fumadocs/content/docs/products/metrics.mdx b/docs-fumadocs/content/docs/products/metrics.mdx new file mode 100644 index 00000000..99fec44d --- /dev/null +++ b/docs-fumadocs/content/docs/products/metrics.mdx @@ -0,0 +1,80 @@ +--- +id: metrics +title: Metrics +sidebar_position: 5 +--- + +# Metrics + +Metrics are the explicit scoring rules used to evaluate each call. + +## Metric selection is explicit + +Only metrics that are **enabled** for your organization are evaluated. + +This means run scoring always reflects your currently enabled metric set, not a hidden global default. + +## Metric groups + +EfficientAI evaluates three practical metric groups: + +### 1) LLM-evaluated conversation metrics + +Examples: + +- Follow Instructions +- Professionalism +- Problem Resolution + +Method: + +- Evaluates transcript and context against metric definitions. + +### 2) Acoustic metrics (signal-based) + +Examples: + +- Pitch Variance +- Jitter +- Shimmer +- HNR + +Method: + +- Computed from recorded audio signal characteristics. + +### 3) AI voice quality metrics (model-based audio quality) + +Examples: + +- MOS Score +- Emotion Category +- Emotion Confidence +- Valence +- Arousal +- Speaker Consistency +- Prosody Score + +Method: + +- Uses audio-based ML evaluation for quality, emotion, and consistency. + +## Default behavior notes + +By default: + +- `Pitch Variance` starts enabled. +- `Jitter`, `Shimmer`, and `HNR` start disabled. + +You can enable or disable metrics from the Metrics page at any time. + +## How metrics are applied during processing + +1. Call audio and transcript are collected. +2. Enabled metrics are split by evaluation method. +3. Audio-required metrics run only when audio is available. +4. LLM metrics run on transcript and context. +5. Scores are written to evaluator results for reporting and comparison. + +If audio is missing, audio-dependent metrics are skipped instead of being fabricated. + diff --git a/docs-fumadocs/content/docs/products/personas.mdx b/docs-fumadocs/content/docs/products/personas.mdx new file mode 100644 index 00000000..e35842e1 --- /dev/null +++ b/docs-fumadocs/content/docs/products/personas.mdx @@ -0,0 +1,63 @@ +--- +id: personas +title: Personas +sidebar_position: 2 +--- + +# Personas + +A Persona is the caller profile used to test your agent, including a concrete voice mapped from your integrated providers. + +## Creating a persona + +![Creating a persona](/screenshots/creating-personas.png) + +## Persona = profile + provider voice mapping + +Each persona is explicitly mapped to a concrete voice identity pulled from your configured voice providers: + +- `tts_provider` +- `tts_voice_id` +- `tts_voice_name` +- `gender` + +This keeps test behavior realistic and reproducible across repeated runs. + +## Mapping flow + +The current flow is: + +1. Select or create a persona profile. +2. Pick a specific voice from an integrated provider (or custom catalog). +3. Map that persona to an agent in your test setup. + +This ensures each persona-agent pairing uses a known, repeatable voice path during simulation. + +## Voice sources + +Personas can use: + +- built-in voices from integrated providers, or +- custom voices registered by your organization. + +Custom voices appear in the same selection flow as built-in voices during persona creation and edits. + +## Why this matters + +Persona voice mapping enables: + +- consistent replay of the same caller profile and agent mapping, +- cleaner comparison across model and prompt changes, +- easier debugging when quality shifts between runs. + +## Persona fields + +| Field | Description | +|---|---| +| `name` | Persona label used in tests. | +| `gender` | Persona gender metadata. | +| `tts_provider` | Voice provider used for synthesis. | +| `tts_voice_id` | Provider-specific voice identifier. | +| `tts_voice_name` | Human-readable voice name. | +| `is_custom` | Whether the selected voice is from custom catalog. | + diff --git a/docs-fumadocs/content/docs/products/playground.mdx b/docs-fumadocs/content/docs/products/playground.mdx new file mode 100644 index 00000000..1c5aa47d --- /dev/null +++ b/docs-fumadocs/content/docs/products/playground.mdx @@ -0,0 +1,61 @@ +--- +id: playground +title: Playground +sidebar_position: 6 +--- + +# Playground + +The Agent Playground is a real-time environment for quickly testing agents and reviewing outcomes. + +## What it does + +From one place, you can: + +- start live tests, +- monitor call/test status, +- inspect transcripts and recordings, +- observe evaluation progress and metric outcomes. + +## Test modes + +When an agent is configured, you can run two test modes: + +### Voice AI Agent mode + +Uses external voice provider configuration and runs a live web call against the provider agent. + +Current supported providers: + +- Retell +- Vapi +- ElevenLabs + +Typical flow: + +1. Create web call using selected agent. +2. Connect through provider session/client. +3. Store call recording metadata. +4. Poll provider call details (status, transcript, audio). +5. Create evaluator result and run metric evaluation. + +### Test Agent mode + +Uses the internal voice-agent path backed by a configured voice bundle. + +This is useful for controlled comparisons where you want to test the bundle-defined STT, LLM, and TTS stack. + +## Result views + +Playground keeps Voice AI Agent and Test Agent runs visible in separate views so teams can inspect each workflow clearly and compare outcomes over time. + +## Prerequisites + +For external live web-call testing: + +- set `call_medium` to `web_call`, +- configure `voice_ai_integration_id`, +- configure `voice_ai_agent_id`. + +For richer playback and storage workflows, ensure storage is configured. + diff --git a/docs-fumadocs/content/docs/products/prompt-optimization.mdx b/docs-fumadocs/content/docs/products/prompt-optimization.mdx new file mode 100644 index 00000000..2c093fe9 --- /dev/null +++ b/docs-fumadocs/content/docs/products/prompt-optimization.mdx @@ -0,0 +1,51 @@ +--- +id: prompt-optimization +title: Prompt Optimization +sidebar_position: 7 +--- + +# Prompt Optimization + +Prompt Optimization is an enterprise feature for iteratively improving agent prompts using evaluation feedback. + +## What gets optimized + +Each run starts from a seed prompt: + +- provider prompt, if available, otherwise +- internal agent description. + +The optimizer generates candidate prompts, evaluates them against available examples and enabled metrics, and ranks them by score. + +## Run configuration + +Common run controls include: + +- `max_metric_calls` for evaluation budget +- `minibatch_size` for examples per iteration + +These settings determine optimization depth, runtime, and cost. + +## Candidate workflow + +For each optimization run: + +1. Review generated candidates and their scores. +2. Compare candidate prompt text against the seed prompt. +3. **Accept** the candidate you want to promote. +4. Optionally **Push to Provider** to update the linked external agent prompt. + +## Push behavior + +When a candidate is pushed: + +- EfficientAI updates the prompt in the external provider, +- updates local agent prompt fields, +- records push timing for traceability. + +## Best practices + +- Use representative completed evaluator results as optimization data. +- Keep enabled metric sets stable while comparing candidates. +- Review prompt semantics in addition to score before pushing. + diff --git a/docs-fumadocs/content/docs/products/scenarios.mdx b/docs-fumadocs/content/docs/products/scenarios.mdx new file mode 100644 index 00000000..3b1895d6 --- /dev/null +++ b/docs-fumadocs/content/docs/products/scenarios.mdx @@ -0,0 +1,44 @@ +--- +id: scenarios +title: Scenarios +sidebar_position: 3 +--- + +# Scenarios + +A Scenario defines the goal and context for a test conversation. + +## Creating a scenario + +![Creating a scenario](/screenshots/creating-scenarios.png) + +## How scenarios are created + +EfficientAI supports three scenario creation paths: + +1. **Generate from Agent Prompt (AI-assisted)** + Generate scenario drafts from the selected agent's prompt/description. +2. **Generate from Call data** + Derive scenario content from call transcripts or call data. +3. **Create Manually** + Write a fully custom scenario. + +## Scenario structure + +| Field | Description | +|---|---| +| `name` | Scenario title. | +| `description` | What should happen in the conversation. | +| `required_info` | Structured key/value expectations for the test. | +| `agent_id` | Optional linked agent for context. | + +## How scenarios are used + +Scenarios are used to: + +- guide persona behavior during tests, +- provide evaluation context for scoring, +- keep testing reproducible across repeated runs. + +A good scenario is specific enough to be measurable, but open enough to preserve natural conversation flow. + diff --git a/docs-fumadocs/content/docs/reference/cli-commands.mdx b/docs-fumadocs/content/docs/reference/cli-commands.mdx new file mode 100644 index 00000000..6e09c83a --- /dev/null +++ b/docs-fumadocs/content/docs/reference/cli-commands.mdx @@ -0,0 +1,109 @@ +--- +id: cli-commands +title: CLI Commands +sidebar_position: 1 +--- + +# ๐Ÿ’ป CLI Commands + +## Start Application and Worker Together (Recommended) + +```bash +# Start both app and worker with default config.yml +eai start-all + +# Start with custom config +eai start-all --config production.yml + +# Start with frontend file watching (auto-rebuild on changes) +eai start-all --watch-frontend + +# Start without building frontend (if already built) +eai start-all --no-build-frontend + +# Start without auto-reload (production mode) +eai start-all --no-reload --no-build-frontend + +# Customize worker log level +eai start-all --worker-loglevel debug +``` + +**Note**: This is the recommended way to run EfficientAI. It starts both the API server and Celery worker in a single command. Press `Ctrl+C` to stop both services. + +## Start Application Only + +```bash +# Start just the API server (worker must be started separately) +eai start --config config.yml + +# Start with auto-reload for development +eai start --reload + +# Start with frontend file watching +eai start --watch-frontend + +# Start with default config.yml +eai start + +# Start with custom config +eai start --config production.yml + +# Start with frontend file watching (auto-rebuild on changes) +eai start --watch-frontend + +# Start without building frontend (if already built) +eai start --no-build-frontend + +# Start without auto-reload (production mode) +eai start --no-reload --no-build-frontend +``` + +## Start Worker Only + +```bash +# Start Celery worker with default config.yml +eai worker + +# Start with custom config +eai worker --config production.yml + +# Start with custom log level +eai worker --loglevel debug + +# Or use Celery command directly +celery -A app.workers.celery_app worker --loglevel=info +``` + +**Note**: The worker is required for processing background tasks (transcription, evaluation, etc.). If you use `eai start-all`, the worker starts automatically. Only use this command if you need to run the worker separately. + +## Development Mode + +```bash +# Full development setup with both backend and frontend hot reload +eai start-all --watch-frontend --reload + +# Or for application only +eai start --watch-frontend --reload +``` + +## Generate Config File + +```bash +# Generate default config.yml +eai init-config + +# Generate custom config file +eai init-config --output my-config.yml +``` + +## Database Migrations + +```bash +# Run pending migrations manually +eai migrate + +# Run migrations with verbose output +eai migrate --verbose +``` + +**Note**: Migrations run automatically on application startup. You only need to run them manually if you want to apply migrations before starting the server. diff --git a/docs-fumadocs/content/docs/reference/configuration.mdx b/docs-fumadocs/content/docs/reference/configuration.mdx new file mode 100644 index 00000000..d049d291 --- /dev/null +++ b/docs-fumadocs/content/docs/reference/configuration.mdx @@ -0,0 +1,172 @@ +--- +id: configuration +title: Configuration +sidebar_position: 2 +--- + +# โš™๏ธ Configuration + +EfficientAI reads configuration from (in order of precedence): + +1. **`config.yml`** โ€” primary source of truth for both CLI and Docker runs. +2. **`.env` file / environment variables** โ€” good for secrets you don't want + in version control. Anything defined here overrides the YAML defaults. +3. **Process env set by your orchestrator** (`systemd`, Kubernetes, etc.). + +Generate a starter file with: + +```bash +eai init-config +``` + +--- + +## YAML configuration (`config.yml`) + +```yaml title="config.yml" +# Application +app: + name: "EfficientAI Voice AI Evaluation Platform" + version: "0.1.0" + debug: false + # HS256 signing key for locally-issued Bearer tokens and CSRF. Change in prod. + secret_key: "replace-me-with-a-long-random-string" + +# Server +server: + host: "0.0.0.0" + port: 8000 + +# Database (required) +database: + url: "postgresql://efficientai:password@db:5432/efficientai" + +# Redis (required for websockets + Celery) +redis: + url: "redis://redis:6379/0" + +# Celery workers (required for async jobs: evaluations, TTS, optimization) +celery: + broker_url: "redis://redis:6379/0" + result_backend: "redis://redis:6379/0" + +# File storage +storage: + upload_dir: "/app/uploads" + max_file_size_mb: 500 + allowed_audio_formats: ["wav", "mp3", "flac", "m4a"] + +# S3 (optional, used by the Data Sources feature) +s3: + enabled: false + bucket_name: "your-bucket" + region: "us-east-1" + access_key_id: "YOUR_ACCESS_KEY_ID" + secret_access_key: "YOUR_SECRET_ACCESS_KEY" + endpoint_url: null # MinIO / DO Spaces / etc. + prefix: "audio/" + +# CORS +cors: + origins: + - "http://localhost:3000" + - "http://localhost:8000" + +# API +api: + prefix: "/api/v1" + key_header: "X-API-Key" + rate_limit_per_minute: 60 + +# --------------------------------------------------------------------------- +# Authentication (see the dedicated Authentication guide for full details) +# --------------------------------------------------------------------------- +auth: + # Fixed priority order. Always include api_key + local_password for + # OSS deployments. Add external_oidc for enterprise SSO. + providers: + - api_key + - local_password + # - external_oidc # requires EFFICIENTAI_LICENSE feature: oidc_sso + + local_password: + token_ttl_minutes: 720 # 12h Bearer token lifetime + allow_signup: true # let anonymous users create an account + org + + # Enterprise SSO: point at any OIDC-compliant IdP (Okta, Azure AD / Entra + # ID, Google Workspace, AWS Cognito, Auth0, Ping, โ€ฆ). The backend + # verifies Bearer tokens against /.well-known/openid-configuration. + # oidc: + # issuer: "https://.okta.com" # REQUIRED + # audience: "efficientai" # expected `aud` claim + # client_id: "0oa..." # SPA client id + # jwks_uri: "https://.../keys" # optional, derived from issuer + # default_org_name: "My Company" + # org_claim_path: ["https://efficientai.com/org"] + +# Enterprise license JWT (RS256, signed by the EfficientAI team). +# Unlocks gated features: oidc_sso, mfa_enforce, audit_export, +# voice_playground, gepa_optimization, scim_provisioning, saml_sso. +# license: +# key: "eyJhbGciOi..." +``` + +:::tip +Keep `secret_key`, database credentials, S3 keys, and the license JWT +**out of version control**. Put them in `.env` or your secret manager of +choice and reference them from there. +::: + +--- + +## Environment variables (`.env`) + +Anything in `config.yml` can also be set via environment variables โ€” handy +for Docker Compose, Kubernetes, and CI. A minimal `.env`: + +```bash title=".env" +# Core +SECRET_KEY=replace-me-with-a-long-random-string +DATABASE_URL=postgresql://efficientai:password@db:5432/efficientai +REDIS_URL=redis://redis:6379/0 + +# Postgres container (only needed if you run db via docker compose) +POSTGRES_USER=efficientai +POSTGRES_PASSWORD=password +POSTGRES_DB=efficientai + +# ---- Authentication ---- +# OSS self-hosted default: +AUTH_PROVIDERS=api_key,local_password +AUTH_LOCAL_TOKEN_TTL_MINUTES=720 +AUTH_LOCAL_ALLOW_SIGNUP=true + +# Enterprise SSO (uncomment and fill in when rolling out): +# AUTH_PROVIDERS=api_key,external_oidc +# AUTH_OIDC_ISSUER=https://.okta.com +# AUTH_OIDC_AUDIENCE=efficientai +# AUTH_OIDC_CLIENT_ID=0oa... +# AUTH_OIDC_DEFAULT_ORG_NAME=My Company +# AUTH_OIDC_ORG_CLAIM_PATH=https://efficientai.com/org +# EFFICIENTAI_LICENSE=eyJhbGciOi... +``` + +--- + +## Reference โ€” authentication fields + +| YAML path | Env var | Default | Description | +| ---------------------------------- | --------------------------------- | ---------------- | ------------------------------------------------------------------------- | +| `auth.providers` | `AUTH_PROVIDERS` | `[api_key]` | Ordered list of enabled providers. | +| `auth.local_password.token_ttl_minutes` | `AUTH_LOCAL_TOKEN_TTL_MINUTES` | `720` | Bearer token lifetime for password logins. | +| `auth.local_password.allow_signup` | `AUTH_LOCAL_ALLOW_SIGNUP` | `true` | Whether `POST /auth/signup` is public. | +| `auth.oidc.issuer` | `AUTH_OIDC_ISSUER` | โ€” | Your IdP's OIDC issuer URL. | +| `auth.oidc.audience` | `AUTH_OIDC_AUDIENCE` | โ€” | Expected `aud` claim on incoming tokens. | +| `auth.oidc.client_id` | `AUTH_OIDC_CLIENT_ID` | โ€” | SPA client id registered in your IdP. | +| `auth.oidc.jwks_uri` | `AUTH_OIDC_JWKS_URI` | (derived) | Optional override; normally discovered automatically. | +| `auth.oidc.default_org_name` | `AUTH_OIDC_DEFAULT_ORG_NAME` | โ€” | Fallback org for first-time SSO users. | +| `auth.oidc.org_claim_path` | `AUTH_OIDC_ORG_CLAIM_PATH` | โ€” | Dotted path into the JWT to locate the org name. | +| `license.key` | `EFFICIENTAI_LICENSE` | โ€” | Enterprise license JWT (unlocks `oidc_sso` and other gated features). | + +See the [Authentication guide](../getting-started/authentication.md) for +the full deployment recipes and per-IdP cookbook. diff --git a/docs-fumadocs/content/docs/reference/meta.json b/docs-fumadocs/content/docs/reference/meta.json new file mode 100644 index 00000000..d660f882 --- /dev/null +++ b/docs-fumadocs/content/docs/reference/meta.json @@ -0,0 +1,7 @@ +{ + "title": "Reference", + "pages": [ + "cli-commands", + "configuration" + ] +} diff --git a/docs-fumadocs/content/feature-contributors.json b/docs-fumadocs/content/feature-contributors.json new file mode 100644 index 00000000..589072f7 --- /dev/null +++ b/docs-fumadocs/content/feature-contributors.json @@ -0,0 +1,265 @@ +{ + "source": "git-history", + "maxContributors": 5, + "minCommits": 2, 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a/docs-fumadocs/content/feature-owners.json b/docs-fumadocs/content/feature-owners.json new file mode 100644 index 00000000..a89c9c97 --- /dev/null +++ b/docs-fumadocs/content/feature-owners.json @@ -0,0 +1,25 @@ +{ + "advanced/architecture": ["aadhar-EAI", "Tejas Narayan"], + "advanced/database": ["aadhar-EAI", "Tejas Narayan"], + "advanced/development": ["aadhar-EAI", "Tejas Narayan"], + "contributors": ["aadhar-EAI", "Tejas Narayan"], + "getting-started/authentication": ["aadhar-EAI", "Tejas Narayan"], + "getting-started/integrations": ["aadhar-EAI", "Tejas Narayan"], + "getting-started/installation": ["aadhar-EAI", "Tejas Narayan"], + "getting-started/s3-storage": ["aadhar-EAI", "Tejas Narayan"], + "getting-started/voice-bundles": ["aadhar-EAI", "Tejas Narayan"], + "intro": ["aadhar-EAI", "Tejas Narayan"], + "products/agents": ["aadhar-EAI", "Tejas Narayan"], + "products/alerting": ["aadhar-EAI", "Tejas Narayan"], + "products/evaluators": ["aadhar-EAI", "Tejas Narayan"], + "products/metrics": ["aadhar-EAI", "Tejas Narayan"], + "products/personas": ["aadhar-EAI", "Tejas Narayan"], + "products/playground": ["aadhar-EAI", "Tejas Narayan"], + "products/prompt-optimization": ["aadhar-EAI", "Tejas Narayan"], + "products/scenarios": ["aadhar-EAI", "Tejas Narayan"], + "reference/cli-commands": ["aadhar-EAI", "Tejas Narayan"], + "reference/configuration": ["aadhar-EAI", "Tejas Narayan"], + "monitoring/alerting": ["aadhar-EAI", "Tejas Narayan"], + "monitoring/calls": ["aadhar-EAI", "Tejas Narayan"], + "monitoring/cron-jobs": ["aadhar-EAI", "Tejas Narayan"] +} diff --git a/docs-fumadocs/eslint.config.mjs b/docs-fumadocs/eslint.config.mjs new file mode 100644 index 00000000..c1477b54 --- /dev/null +++ b/docs-fumadocs/eslint.config.mjs @@ -0,0 +1,15 @@ +import { defineConfig, globalIgnores } from 'eslint/config'; +import nextVitals from 'eslint-config-next/core-web-vitals'; + +const eslintConfig = defineConfig([ + ...nextVitals, + globalIgnores([ + '.next/**', + 'out/**', + 'build/**', + 'next-env.d.ts', + '.source/**', + ]), +]); + +export default eslintConfig; \ No newline at end of file diff --git a/docs-fumadocs/next.config.mjs b/docs-fumadocs/next.config.mjs new file mode 100644 index 00000000..c065a117 --- /dev/null +++ b/docs-fumadocs/next.config.mjs @@ -0,0 +1,21 @@ +import { createMDX } from 'fumadocs-mdx/next'; +import path from 'node:path'; +import { fileURLToPath } from 'node:url'; + +const withMDX = createMDX(); +const dirname = path.dirname(fileURLToPath(import.meta.url)); + +/** @type {import('next').NextConfig} */ +const config = { + reactStrictMode: true, + output: 'export', + trailingSlash: true, + images: { + unoptimized: true, + }, + turbopack: { + root: dirname, + }, +}; + +export default withMDX(config); diff --git a/docs-fumadocs/package-lock.json b/docs-fumadocs/package-lock.json new file mode 100644 index 00000000..f5ee5a0c --- /dev/null +++ b/docs-fumadocs/package-lock.json @@ -0,0 +1,10559 @@ +{ + "name": 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build", + "dev": "next dev", + "start": "next start", + "types:check": "fumadocs-mdx && next typegen && tsc --noEmit", + "postinstall": "fumadocs-mdx", + "lint": "eslint", + "contributors:generate": "node scripts/generate-contributors.mjs", + "contributors:check": "node scripts/generate-contributors.mjs --check", + "search:generate": "node scripts/generate-search-index.mjs", + "validate:docs": "node scripts/validate-docs.mjs", + "check:links": "node scripts/check-links.mjs", + "ci:check": "npm run contributors:check && npm run validate:docs && npm run check:links && npm run types:check && npm run build" + }, + "dependencies": { + "fumadocs-core": "16.8.11", + "fumadocs-mdx": "15.0.4", + "fumadocs-ui": "16.8.11", + "lucide-react": "^1.14.0", + "next": "16.2.6", + "react": "^19.2.6", + "react-dom": "^19.2.6", + "tailwind-merge": "^3.6.0" + }, + "devDependencies": { + "@tailwindcss/postcss": "^4.3.0", + "@types/mdx": "^2.0.13", + "@types/node": "^25.6.2", + "@types/react": "^19.2.14", + 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a/docs-fumadocs/public/search-index.json b/docs-fumadocs/public/search-index.json new file mode 100644 index 00000000..c5dfd1cf --- /dev/null +++ b/docs-fumadocs/public/search-index.json @@ -0,0 +1,238 @@ +{ + "generatedAt": "2026-05-15T11:22:18.624Z", + "count": 26, + "records": [ + { + "id": "advanced/architecture", + "url": "/docs/advanced/architecture", + "title": "Architecture", + "breadcrumbs": [ + "Advanced" + ], + "content": "Architecture Simple Overview EfficientAI is built like a modern web application. The Brain (API Server) : Controls everything. The Worker : Does the heavy lifting in the background, like processing audio files so the website stays fast. The Interface (Frontend) : The website you see and click on. The Memory (Database) : Where we store all your agents, test results, and user data. Technical Deep Dive EfficientAI is built as a modular, containerized application designed for scalability and extensibility. (See original Architecture documentation below) System Components The platform consists of four primary components: 1. API Server (FastAPI) : The central control plane. 2. Worker (Celery) : Handles asynchronous background tasks (transcription, evaluation). 3. Frontend (React/Vite) : The user interface. 4. Data Stores : PostgreSQL (State) and Redis (Queue/Cache). Core Services 1. API Server ( ) Built with FastAPI, it provides REST endpoints for: Resource Management : CRUD for Agents, Personas, Scenarios. Orchestration : Real time control of test conversations. Analysis : Serving evaluation results and dashboards. 2. Asynchronous Workers ( ) Powered by Celery and Redis, the workers handle long running operations: Transcription : Processing audio files (using Whisper, Deepgram, etc.). Evaluation : Running metric calculations (WER/CER) on completed conversations. 3. Test Agent Service ( ) This is the heart of the testing engine. It: Manages the state of the conversation. Generates accurate system prompts for the Persona. Handles the latency sensitive loop of: ." + }, + { + "id": "advanced/database", + "url": "/docs/advanced/database", + "title": "Database", + "breadcrumbs": [ + "Advanced" + ], + "content": "๐Ÿ—„๏ธ Database Migrations The application includes an automatic migration system that runs database schema changes on startup. How It Works Automatic Execution : Migrations run automatically when the application starts Version Tracking : Applied migrations are tracked in the table Idempotent : Each migration only runs once, even if the application restarts Ordered Execution : Migrations run in alphabetical order (use numbered prefixes like 001 , 002 , etc.) Migration Files Migrations are stored in the directory. Each migration file should: 1. Have a numeric prefix: , , etc. 2. Include a variable 3. Have an function that takes a SQLAlchemy Session Example migration: Running Migrations Automatic (Recommended Default Behavior): โœ… Migrations run automatically when you start the app with โœ… Migrations also run automatically when the application starts (via lifespan handler) โœ… If migrations fail, the application will NOT start this ensures database consistency โœ… API requests are blocked if migrations are pending โœ… When cloning from main, migrations will run automatically on first startup โœ… Each migration only runs once (tracked in table) Manual: Skip migrations (not recommended): Creating New Migrations 1. Create a new file in directory with the next sequential number 2. Follow the format shown above 3. Test the migration on a development database first 4. Use checks for idempotent operations 5. See for detailed documentation. ๐Ÿ“Š Database ER Diagram Generate a visual Entity Relationship (ER) diagram of your database schema to visualize table structures and relationships. Prerequisites Install the required system and Python packages: Generating the ER Diagram Run the script to generate a PNG ER diagram: This will create in the project root directory, showing: All database tables Column names and types Primary keys Foreign key relationships Indexes Note : The diagram is automatically generated from your current database schema, so make sure your database is running and migrations are up to date." + }, + { + "id": "advanced/development", + "url": "/docs/advanced/development", + "title": "Development & Troubleshooting", + "breadcrumbs": [ + "Advanced" + ], + "content": "๐Ÿ› ๏ธ Development Running Locally Start PostgreSQL and Redis: Run the application with hot reload: The flag automatically rebuilds the frontend whenever you modify source files ( , , , etc.), so you don't need to manually rebuild after each change. Run Celery worker (in separate terminal): Frontend Development Option 1: Using CLI with watch mode (Recommended) Option 2: Using Vite dev server (for instant hot module replacement) This runs Vite dev server on http://localhost:3000 with instant hot module replacement. Note : You'll need to run the backend separately on port 8000. ๐Ÿ”ง Troubleshooting Database Migration Issues Problem : After cloning the repository, you see errors like: Cause : The database schema is out of sync with the code. This happens when: The database was created before migrations were added Migrations failed to run on startup The database was created using an older version of the code Solution : Check migration status: This will show which migrations have been applied and identify any schema issues. Run migrations manually: If you're using a fresh database (just created/nuked): The migration system now handles fresh databases correctly If tables don't exist, migrations will skip them and will create them with the correct schema However, if you see this error on a fresh DB, try: If migrations still fail: 1. Ensure your database connection is correct in or 2. Check that you have the necessary permissions on the database 3. Review the migration logs for specific errors 4. You may need to manually add missing columns (see migration files in directory) For fresh databases : Make sure migrations run BEFORE any tables are created. For Docker setups : Important for Docker : If you nuked the DB container and created a new one: The new container starts with an empty database Migrations should run automatically on startup If they don't, run them manually as shown above Prevention : Always ensure migrations run successfully before using the application. Check the startup logs for migration status messages. ๐Ÿ“ž Support ๐Ÿ“ง Email: tejas@efficientai.cloud ๐Ÿ“… Book a Demo: Schedule a call ๐Ÿ’ฌ LinkedIn: Connect with us ๐Ÿฆ X (Twitter): Follow us ๐Ÿ’ป GitHub: View on GitHub ๐Ÿ“„ License MIT License see LICENSE file for details" + }, + { + "id": "getting-started/authentication", + "url": "/docs/getting-started/authentication", + "title": "Authentication", + "breadcrumbs": [ + "Getting Started" + ], + "content": "๐Ÿ” Authentication EfficientAI ships with a pluggable authentication system that scales from a single operator OSS install to an enterprise deployment behind your existing identity provider. You pick the providers you want in (or via in ) and the API/frontend adapt automatically. Deployment models | Model | Providers | License needed | | | | | | OSS self hosted (default) | , | None | | Enterprise SSO (BYO IdP) | , | | โ€” the header, always available, for programmatic access (CI pipelines, SDKs, scripts). โ€” email + password, verified against the local users table, returns an app signed HS256 Bearer token. Enabled by default. โ€” license gated. Verifies a Bearer JWT issued by your OIDC compliant IdP (Okta, Azure AD / Entra ID, Google Workspace, AWS Cognito, Auth0, Ping, JumpCloud, OneLogin, โ€ฆ) against the issuer's JWKS. :::info Why no bundled IdP? In practice every enterprise already runs one. Shipping our own Keycloak alongside the app just added another thing for you to operate and lock down. talks to whatever you already have. ::: Self hosted (OSS) This is the default after or . No license, no IdP, no external dependencies. The equivalent environment variables (for Docker Compose / ): First time bootstrap 1. Start the stack. 2. Open and click Create account on the login screen. The first user you create becomes the admin of a fresh organization. 3. Mint an API key from Profile โ†’ API Keys (or via ) for programmatic access. Password login (email + password) When is enabled, the login screen shows a Sign in and (if ) a Create account tab. Signing up provisions a new user and a new organization, and makes that user the of it. If you leave the organization name blank, the server derives one from the email's local part. Once signed in, the SPA holds a short lived Bearer token and silently re authenticates before it expires. You can change the token lifetime with โ€” the default is 12 hours. Linking a password to an API key only account If you bootstrapped with , the backend provisions a placeholder user behind that key (its email ends in ). You can upgrade this identity to a real email + password login so you can sign in interactively with the same user. Do it from Profile โ†’ Sign in Password while signed in via the API key โ€” the page detects the placeholder email and prompts you to pick a real one and a password. After saving, the same user can log in either with the original API key (for machines) or with email + password (for humans). Rules the UI enforces: If the user already has a password, the form asks for the current one before accepting a new one. You can only set the email from that screen while it's still the placeholder address; \"real\" users change their email from the main profile edit flow. Hardening before you expose it to the internet Turn off self service signup once your team is in: Rotate to invalidate existing sessions. Put the app behind a reverse proxy (Nginx, Caddy, Cloudflare) that terminates TLS and enforces HSTS. Restrict to the exact domain(s) serving the SPA. Team management: invitations & organizations EfficientAI is multi tenant from the ground up. Every piece of data is scoped to an organization , a user can be a member of more than one organization, and each membership has a role that controls what they can do. Roles | Role | Can do | | | | | | Read only access to everything in the org. | | | Everything a reader can + create/update/delete most resources. | | | Everything a writer can + manage users, invitations, roles, API keys, and org settings. | The role is stored per membership, so the same user can be an in one org and a in another. Inviting a teammate Admins invite teammates from Settings โ†’ Team . An invitation captures an email and a role and stays valid for 7 days. From the same page, admins can also: See the current members of the org and change their role (with a guard so you can't demote the last admin). Remove a member from the organization. Revoke a pending invitation. Delivery. The backend cre" + }, + { + "id": "getting-started/installation", + "url": "/docs/getting-started/installation", + "title": "Installation", + "breadcrumbs": [ + "Getting Started" + ], + "content": "๐Ÿš€ Quick Start There are two ways to run the application: Method 1: Using Docker Compose (Recommended) Start all services with a single command: This will automatically: Pull pre built images from GitHub Container Registry (no build required!) Start all services (database, Redis, API, worker) Run database migrations automatically on startup The first run will download ~4GB of images, which typically takes 1 2 minutes depending on your internet speed. Using a Specific Version You can pin to a specific release version for stability: Initialize database Migrations run automatically on startup, but you can also run manually: Create an API key Access the application Frontend: http://localhost:8000/ API Docs: http://localhost:8000/docs Building Locally (for development) If you want to build images locally instead of pulling pre built ones (e.g., for development): Method 2: Using Command Line (CLI) Install the package Generate configuration file Edit with your settings: Important : Make sure to change to a secure random value in production! Start the application and worker Option A: Start both together (Recommended) This single command will: Start the API server Start the Celery worker (for background task processing) Run database migrations automatically Build the frontend (if needed) Press to stop both services together. Option B: Start separately (for advanced use) In one terminal, start the application: In another terminal, start the Celery worker: Or use the Celery command directly: The application will automatically: Run database migrations (ensures schema is up to date) Build the frontend (if needed) Start the API server Serve both API and frontend from the same server Important : Migrations run automatically before startup. If migrations fail, the app won't start. For development with hot reload This will: Automatically rebuild the frontend when source files change Keep the backend hot reload enabled (by default) Perfect for active frontend development Access the application Frontend: http://localhost:8000/ API Docs: http://localhost:8000/docs Prerequisites For Docker Compose : Docker and Docker Compose installed ~4GB disk space for pre built images For CLI : Python 3.11+ Node.js 18+ and npm PostgreSQL running (locally or remote) Redis running (locally or remote) Docker Images EfficientAI provides pre built Docker images hosted on GitHub Container Registry: | Image | Description | Size | | | | | | | API server + frontend | ~1.5GB | | | Celery worker with ML models | ~4GB | Available Tags Most recent build from main branch Specific version (e.g., ) Latest patch of a minor version (e.g., ) Manual Pull (Optional) Images are pulled automatically by , but you can pre pull them:" + }, + { + "id": "getting-started/integrations", + "url": "/docs/getting-started/integrations", + "title": "Integrations", + "breadcrumbs": [ + "Getting Started" + ], + "content": "Integrations Integrations in EfficientAI are not limited to external voice agent platforms. You can connect integrations across three layers of the stack: 1. Voice agent platforms (agent/runtime side) 2. AI providers (LLM/STT/TTS model side) 3. Telephony providers (PSTN/number/routing side) This lets you test and evaluate the complete call path from model behavior to phone network delivery. Integrations UI 1) Voice platform integrations (agent side) Voice platform integrations connect EfficientAI to externally hosted voice agents.

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