From 8cceec4cddf18d68ad67bb71b171da142b03e018 Mon Sep 17 00:00:00 2001 From: Sithumli Nanayakkara Date: Wed, 25 Mar 2026 21:44:27 +0530 Subject: [PATCH 1/4] feat: add chat functionality with AI assistant and content indexing --- .changeset/ai-chat-feature.md | 12 + .changeset/plain-grapes-notice.md | 5 + .env.example | 8 + .gitignore | 1 + README.md | 40 + astro.config.mjs | 2 + package.json | 17 +- pnpm-lock.yaml | 1044 ++++++++++++++++++++- scripts/index-content.ts | 254 +++++ scripts/index-watch.ts | 209 +++++ template/src/components/AskAnything.astro | 105 +++ template/src/components/ChatWidget.astro | 297 ++++++ template/src/components/Hero.astro | 4 - template/src/pages/api/chat.ts | 132 +++ template/src/pages/chat/[uid].astro | 325 +++++++ template/src/pages/index.astro | 8 + template/src/types/chat.ts | 65 ++ template/src/types/constants.ts | 54 ++ template/src/types/index.ts | 1 + 19 files changed, 2547 insertions(+), 36 deletions(-) create mode 100644 .changeset/ai-chat-feature.md create mode 100644 .changeset/plain-grapes-notice.md create mode 100644 .env.example create mode 100644 scripts/index-content.ts create mode 100644 scripts/index-watch.ts create mode 100644 template/src/components/AskAnything.astro create mode 100644 template/src/components/ChatWidget.astro create mode 100644 template/src/pages/api/chat.ts create mode 100644 template/src/pages/chat/[uid].astro create mode 100644 template/src/types/chat.ts diff --git a/.changeset/ai-chat-feature.md b/.changeset/ai-chat-feature.md new file mode 100644 index 0000000..00c96c5 --- /dev/null +++ b/.changeset/ai-chat-feature.md @@ -0,0 +1,12 @@ +--- +"create-docubase": minor +--- + +Add AI chat assistant with RAG-powered documentation search + +- Add AskAnything component for homepage chat input +- Add ChatWidget floating chat button for all pages +- Add chat API endpoint with Google Gemini integration +- Add Upstash Vector for semantic search +- Auto-index content on build +- Add index-content:watch script for development diff --git a/.changeset/plain-grapes-notice.md b/.changeset/plain-grapes-notice.md new file mode 100644 index 0000000..5d30e18 --- /dev/null +++ b/.changeset/plain-grapes-notice.md @@ -0,0 +1,5 @@ +--- +"create-docubase": minor +--- + +AI chat assistant with RAG-powered documentation search diff --git a/.env.example b/.env.example new file mode 100644 index 0000000..5334e79 --- /dev/null +++ b/.env.example @@ -0,0 +1,8 @@ +# AI Chat Feature - Get your free API keys: + +# Upstash Vector (https://console.upstash.com/vector) +UPSTASH_VECTOR_REST_URL= +UPSTASH_VECTOR_REST_TOKEN= + +# Google Gemini (https://aistudio.google.com/apikey) +GOOGLE_GENERATIVE_AI_API_KEY= diff --git a/.gitignore b/.gitignore index 3362b7e..a9c2bc3 100644 --- a/.gitignore +++ b/.gitignore @@ -54,6 +54,7 @@ coverage/ # Cache .cache/ *.tsbuildinfo +.index-manifest.json # Temporary files tmp/ diff --git a/README.md b/README.md index e529726..2b0320e 100644 --- a/README.md +++ b/README.md @@ -21,6 +21,7 @@ Your site will be available at `http://localhost:4321`. - **Content-First**: Write documentation in MDX with full component support - **Framework-Agnostic**: Works with any UI library or none at all - **Multiple Content Types**: Documentation, blog posts, and tutorials out of the box +- **AI Chat Assistant**: Built-in RAG-powered chat that answers questions about your docs - **Static Site Generation**: Fast, SEO-friendly pages that deploy anywhere - **Type-Safe**: Full TypeScript support with Astro Content Collections - **Dark Mode**: Automatic dark mode support via CSS media queries @@ -31,6 +32,8 @@ Your site will be available at `http://localhost:4321`. - [MDX](https://mdxjs.com/) - Markdown with components - [TypeScript](https://www.typescriptlang.org/) - Type safety - [Tailwind CSS](https://tailwindcss.com/) - Styling +- [Google Gemini](https://ai.google.dev/) - AI chat responses +- [Upstash Vector](https://upstash.com/vector) - Vector search for RAG - [Storybook](https://storybook.js.org/) - Component playground (optional) ## Installation @@ -271,6 +274,43 @@ import Example from '../../components/Example.astro'; ``` +## AI Chat Assistant + +DocuBase includes a built-in AI chat assistant that uses RAG (Retrieval-Augmented Generation) to answer questions about your documentation. + +### Setup + +1. Copy the environment file: + +```bash +cp .env.example .env +``` + +2. Add your API keys to `.env`: + +```env +# Upstash Vector (https://console.upstash.com/vector) +UPSTASH_VECTOR_REST_URL=your_url_here +UPSTASH_VECTOR_REST_TOKEN=your_token_here + +# Google Gemini (https://aistudio.google.com/apikey) +GOOGLE_GENERATIVE_AI_API_KEY=your_key_here +``` + +3. That's it! Content is automatically indexed on every build. + +### How It Works + +- Content is automatically indexed when you run `pnpm run build` +- Users can ask questions via the chat widget or "Ask Anything" input +- The AI searches your docs and provides relevant answers with sources +- No manual indexing required - just write docs and deploy + +### Components + +- **AskAnything**: Homepage input for starting a chat +- **ChatWidget**: Floating chat button available on all pages + ## Storybook (Optional) DocuBase includes an optional Storybook setup for developing and showcasing components: diff --git a/astro.config.mjs b/astro.config.mjs index 529bc68..72aa5e0 100644 --- a/astro.config.mjs +++ b/astro.config.mjs @@ -5,12 +5,14 @@ import { fileURLToPath } from 'node:url'; import tailwindcss from '@tailwindcss/vite'; import mdx from '@astrojs/mdx'; +import vercel from '@astrojs/vercel'; const __dirname = path.dirname(fileURLToPath(import.meta.url)); export default defineConfig({ site: 'https://docubase-docs.vercel.app', output: 'static', + adapter: vercel(), srcDir: './template/src', publicDir: './template/public', vite: { diff --git a/package.json b/package.json index 34f20dc..0c41501 100644 --- a/package.json +++ b/package.json @@ -12,7 +12,8 @@ ], "scripts": { "dev": "astro dev", - "build": "astro build && pagefind --site dist", + "build": "pnpm run index-content && astro build && pagefind --site dist", + "build:no-index": "astro build && pagefind --site dist", "preview": "astro preview", "astro": "astro", "test": "vitest run", @@ -22,7 +23,9 @@ "version": "changeset version", "release": "changeset publish", "storybook": "storybook dev -p 6006", - "build-storybook": "storybook build" + "build-storybook": "storybook build", + "index-content": "npx tsx scripts/index-content.ts", + "index-content:watch": "npx tsx scripts/index-watch.ts" }, "keywords": [ "documentation", @@ -39,11 +42,18 @@ "author": "", "license": "MIT", "dependencies": { + "@ai-sdk/google": "^1.2.22", "@astrojs/check": "^0.9.6", "@astrojs/mdx": "^4.3.13", + "@astrojs/vercel": "^8.0.0", + "@google/generative-ai": "^0.21.0", "@tailwindcss/vite": "^4.1.18", + "@upstash/vector": "^1.1.0", + "ai": "^4.3.19", "astro": "^5.16.11", + "dotenv": "^16.4.0", "fs-extra": "^11.2.0", + "gray-matter": "^4.0.3", "iconify-icon": "^3.0.2", "picocolors": "^1.1.1", "prompts": "^2.4.2", @@ -63,8 +73,9 @@ "@types/fs-extra": "^11.0.4", "@types/node": "^25.0.10", "@types/prompts": "^2.4.9", - "storybook": "^8.4.0", "pagefind": "^1.4.0", + "storybook": "^8.4.0", + "tsx": "^4.19.0", "vitest": "^3.0.0" } } diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index da2bbc7..d03680e 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -8,21 +8,42 @@ importers: .: dependencies: + '@ai-sdk/google': + specifier: ^1.2.22 + version: 1.2.22(zod@3.25.76) '@astrojs/check': specifier: ^0.9.6 version: 0.9.6(prettier@3.8.1)(typescript@5.9.3) '@astrojs/mdx': specifier: ^4.3.13 - version: 4.3.13(astro@5.16.13(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(typescript@5.9.3)(yaml@2.8.2)) + version: 4.3.13(astro@5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2)) + '@astrojs/vercel': + specifier: ^8.0.0 + version: 8.2.11(astro@5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2))(react@19.2.3)(rollup@4.56.0) + '@google/generative-ai': + specifier: ^0.21.0 + version: 0.21.0 '@tailwindcss/vite': specifier: ^4.1.18 - version: 4.1.18(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2)) + version: 4.1.18(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2)) + '@upstash/vector': + specifier: ^1.1.0 + version: 1.2.3 + ai: + specifier: ^4.3.19 + version: 4.3.19(react@19.2.3)(zod@3.25.76) astro: specifier: ^5.16.11 - 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'@mdx-js/mdx': 3.1.1 acorn: 8.15.0 - astro: 5.16.13(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(typescript@5.9.3)(yaml@2.8.2) + astro: 5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2) es-module-lexer: 1.7.0 estree-util-visit: 2.0.0 hast-util-to-html: 9.0.5 @@ -3375,6 +3936,29 @@ snapshots: transitivePeerDependencies: - supports-color + '@astrojs/vercel@8.2.11(astro@5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2))(react@19.2.3)(rollup@4.56.0)': + dependencies: + '@astrojs/internal-helpers': 0.7.4 + '@vercel/analytics': 1.6.1(react@19.2.3) + '@vercel/functions': 2.2.13 + '@vercel/nft': 0.30.3(rollup@4.56.0) + '@vercel/routing-utils': 5.3.3 + astro: 5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2) + esbuild: 0.25.12 + tinyglobby: 0.2.15 + transitivePeerDependencies: + - '@aws-sdk/credential-provider-web-identity' + - '@remix-run/react' + - '@sveltejs/kit' + - encoding + - next + - react + - rollup + - supports-color + - svelte + - vue + - vue-router + '@astrojs/yaml2ts@0.2.2': dependencies: yaml: 2.8.2 @@ -3579,81 +4163,161 @@ snapshots: '@esbuild/aix-ppc64@0.25.12': optional: true + '@esbuild/aix-ppc64@0.27.4': + optional: true + '@esbuild/android-arm64@0.25.12': optional: true + '@esbuild/android-arm64@0.27.4': + optional: true + '@esbuild/android-arm@0.25.12': optional: true + '@esbuild/android-arm@0.27.4': + optional: true + '@esbuild/android-x64@0.25.12': optional: true + '@esbuild/android-x64@0.27.4': + optional: true + '@esbuild/darwin-arm64@0.25.12': optional: true + '@esbuild/darwin-arm64@0.27.4': + optional: true + '@esbuild/darwin-x64@0.25.12': optional: true + '@esbuild/darwin-x64@0.27.4': + optional: true + '@esbuild/freebsd-arm64@0.25.12': optional: true + '@esbuild/freebsd-arm64@0.27.4': + optional: true + '@esbuild/freebsd-x64@0.25.12': optional: true + '@esbuild/freebsd-x64@0.27.4': + optional: true + '@esbuild/linux-arm64@0.25.12': optional: true + '@esbuild/linux-arm64@0.27.4': + optional: true + '@esbuild/linux-arm@0.25.12': optional: true + '@esbuild/linux-arm@0.27.4': + optional: true + '@esbuild/linux-ia32@0.25.12': optional: true + '@esbuild/linux-ia32@0.27.4': + optional: true + '@esbuild/linux-loong64@0.25.12': optional: true + '@esbuild/linux-loong64@0.27.4': + optional: true + '@esbuild/linux-mips64el@0.25.12': optional: true + '@esbuild/linux-mips64el@0.27.4': + optional: true + '@esbuild/linux-ppc64@0.25.12': optional: true + '@esbuild/linux-ppc64@0.27.4': + optional: true + '@esbuild/linux-riscv64@0.25.12': optional: true + '@esbuild/linux-riscv64@0.27.4': + optional: true + '@esbuild/linux-s390x@0.25.12': optional: true + '@esbuild/linux-s390x@0.27.4': + optional: true + '@esbuild/linux-x64@0.25.12': optional: true + '@esbuild/linux-x64@0.27.4': + optional: true + '@esbuild/netbsd-arm64@0.25.12': optional: true + '@esbuild/netbsd-arm64@0.27.4': + optional: true + '@esbuild/netbsd-x64@0.25.12': optional: true + '@esbuild/netbsd-x64@0.27.4': + optional: true + '@esbuild/openbsd-arm64@0.25.12': optional: true + '@esbuild/openbsd-arm64@0.27.4': + optional: true + '@esbuild/openbsd-x64@0.25.12': optional: true + '@esbuild/openbsd-x64@0.27.4': + optional: true + '@esbuild/openharmony-arm64@0.25.12': optional: true + '@esbuild/openharmony-arm64@0.27.4': + optional: true + '@esbuild/sunos-x64@0.25.12': optional: true + '@esbuild/sunos-x64@0.27.4': + optional: true + '@esbuild/win32-arm64@0.25.12': optional: true + '@esbuild/win32-arm64@0.27.4': + optional: true + '@esbuild/win32-ia32@0.25.12': optional: true + '@esbuild/win32-ia32@0.27.4': + optional: true + '@esbuild/win32-x64@0.25.12': optional: true + '@esbuild/win32-x64@0.27.4': + optional: true + + '@google/generative-ai@0.21.0': {} + '@iconify/types@2.0.0': {} '@img/colour@1.0.0': @@ -3760,6 +4424,19 @@ snapshots: optionalDependencies: '@types/node': 25.0.10 + '@isaacs/cliui@8.0.2': + dependencies: + string-width: 5.1.2 + string-width-cjs: string-width@4.2.3 + strip-ansi: 7.1.2 + strip-ansi-cjs: strip-ansi@6.0.1 + wrap-ansi: 8.1.0 + wrap-ansi-cjs: wrap-ansi@7.0.0 + + '@isaacs/fs-minipass@4.0.1': + dependencies: + minipass: 7.1.3 + '@jridgewell/gen-mapping@0.3.13': dependencies: '@jridgewell/sourcemap-codec': 1.5.5 @@ -3795,6 +4472,19 @@ snapshots: globby: 11.1.0 read-yaml-file: 1.1.0 + '@mapbox/node-pre-gyp@2.0.3': + dependencies: + consola: 3.4.2 + detect-libc: 2.1.2 + https-proxy-agent: 7.0.6 + node-fetch: 2.7.0 + nopt: 8.1.0 + semver: 7.7.3 + tar: 7.5.13 + transitivePeerDependencies: + - encoding + - supports-color + '@mdx-js/mdx@3.1.1': dependencies: '@types/estree': 1.0.8 @@ -3843,6 +4533,8 @@ snapshots: '@nodelib/fs.scandir': 2.1.5 fastq: 1.20.1 + '@opentelemetry/api@1.9.0': {} + '@oslojs/encoding@1.1.0': {} '@pagefind/darwin-arm64@1.4.0': @@ -3863,6 +4555,9 @@ snapshots: '@pagefind/windows-x64@1.4.0': optional: true + '@pkgjs/parseargs@0.11.0': + optional: true + '@rollup/pluginutils@5.3.0(rollup@4.56.0)': dependencies: '@types/estree': 1.0.8 @@ -4083,13 +4778,13 @@ snapshots: react: 19.2.3 react-dom: 19.2.3(react@19.2.3) - '@storybook/builder-vite@8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2))': + '@storybook/builder-vite@8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2))': dependencies: '@storybook/csf-plugin': 8.6.15(storybook@8.6.15(prettier@3.8.1)) browser-assert: 1.2.1 storybook: 8.6.15(prettier@3.8.1) ts-dedent: 2.2.0 - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) '@storybook/components@8.6.15(storybook@8.6.15(prettier@3.8.1))': dependencies: @@ -4128,9 +4823,9 @@ snapshots: '@storybook/global@5.0.0': {} - '@storybook/html-vite@8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2))': + '@storybook/html-vite@8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2))': dependencies: - '@storybook/builder-vite': 8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2)) + '@storybook/builder-vite': 8.6.15(storybook@8.6.15(prettier@3.8.1))(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2)) '@storybook/html': 8.6.15(storybook@8.6.15(prettier@3.8.1)) magic-string: 0.30.21 storybook: 8.6.15(prettier@3.8.1) @@ -4265,12 +4960,12 @@ snapshots: '@tailwindcss/oxide-win32-arm64-msvc': 4.1.18 '@tailwindcss/oxide-win32-x64-msvc': 4.1.18 - '@tailwindcss/vite@4.1.18(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2))': + '@tailwindcss/vite@4.1.18(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2))': dependencies: '@tailwindcss/node': 4.1.18 '@tailwindcss/oxide': 4.1.18 tailwindcss: 4.1.18 - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) '@testing-library/dom@10.4.0': dependencies: @@ -4310,6 +5005,8 @@ snapshots: '@types/deep-eql@4.0.2': {} + '@types/diff-match-patch@1.0.36': {} + '@types/estree-jsx@1.0.5': dependencies: '@types/estree': 1.0.8 @@ -4364,6 +5061,47 @@ snapshots: '@ungap/structured-clone@1.3.0': {} + '@upstash/vector@1.2.3': {} + + '@vercel/analytics@1.6.1(react@19.2.3)': + optionalDependencies: + react: 19.2.3 + + '@vercel/functions@2.2.13': + dependencies: + '@vercel/oidc': 2.0.2 + + '@vercel/nft@0.30.3(rollup@4.56.0)': + dependencies: + '@mapbox/node-pre-gyp': 2.0.3 + '@rollup/pluginutils': 5.3.0(rollup@4.56.0) + acorn: 8.15.0 + acorn-import-attributes: 1.9.5(acorn@8.15.0) + async-sema: 3.1.1 + bindings: 1.5.0 + estree-walker: 2.0.2 + glob: 10.5.0 + graceful-fs: 4.2.11 + node-gyp-build: 4.8.4 + picomatch: 4.0.3 + resolve-from: 5.0.0 + transitivePeerDependencies: + - encoding + - rollup + - supports-color + + '@vercel/oidc@2.0.2': + dependencies: + '@types/ms': 2.1.0 + ms: 2.1.3 + + '@vercel/routing-utils@5.3.3': + dependencies: + path-to-regexp: 6.1.0 + path-to-regexp-updated: path-to-regexp@6.3.0 + optionalDependencies: + ajv: 6.14.0 + '@vitest/expect@2.0.5': dependencies: '@vitest/spy': 2.0.5 @@ -4379,13 +5117,13 @@ snapshots: chai: 5.3.3 tinyrainbow: 2.0.0 - '@vitest/mocker@3.2.4(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2))': + '@vitest/mocker@3.2.4(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2))': dependencies: '@vitest/spy': 3.2.4 estree-walker: 3.0.3 magic-string: 0.30.21 optionalDependencies: - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) '@vitest/pretty-format@2.0.5': dependencies: @@ -4488,16 +5226,44 @@ snapshots: '@vscode/l10n@0.0.18': {} + abbrev@3.0.1: {} + + acorn-import-attributes@1.9.5(acorn@8.15.0): + dependencies: + acorn: 8.15.0 + acorn-jsx@5.3.2(acorn@8.15.0): dependencies: acorn: 8.15.0 acorn@8.15.0: {} + agent-base@7.1.4: {} + + ai@4.3.19(react@19.2.3)(zod@3.25.76): + dependencies: + '@ai-sdk/provider': 1.1.3 + '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76) + '@ai-sdk/react': 1.2.12(react@19.2.3)(zod@3.25.76) + '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76) + '@opentelemetry/api': 1.9.0 + jsondiffpatch: 0.6.0 + zod: 3.25.76 + optionalDependencies: + react: 19.2.3 + ajv-draft-04@1.0.0(ajv@8.17.1): optionalDependencies: ajv: 8.17.1 + ajv@6.14.0: + dependencies: + fast-deep-equal: 3.1.3 + fast-json-stable-stringify: 2.1.0 + json-schema-traverse: 0.4.1 + uri-js: 4.4.1 + optional: true + ajv@8.17.1: dependencies: fast-deep-equal: 3.1.3 @@ -4552,7 +5318,7 @@ snapshots: astring@1.9.0: {} - astro@5.16.13(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(typescript@5.9.3)(yaml@2.8.2): + astro@5.16.13(@types/node@25.0.10)(@vercel/functions@2.2.13)(jiti@2.6.1)(lightningcss@1.30.2)(rollup@4.56.0)(tsx@4.21.0)(typescript@5.9.3)(yaml@2.8.2): dependencies: '@astrojs/compiler': 2.13.0 '@astrojs/internal-helpers': 0.7.5 @@ -4607,10 +5373,10 @@ snapshots: ultrahtml: 1.6.0 unifont: 0.7.3 unist-util-visit: 5.0.0 - unstorage: 1.17.4 + unstorage: 1.17.4(@vercel/functions@2.2.13) vfile: 6.0.3 - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) - vitefu: 1.1.1(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2)) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) + vitefu: 1.1.1(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2)) xxhash-wasm: 1.1.0 yargs-parser: 21.1.1 yocto-spinner: 0.2.3 @@ -4654,6 +5420,8 @@ snapshots: - uploadthing - yaml + async-sema@3.1.1: {} + available-typed-arrays@1.0.7: dependencies: possible-typed-array-names: 1.1.0 @@ -4662,6 +5430,8 @@ snapshots: bail@2.0.2: {} + balanced-match@1.0.2: {} + base-64@1.0.0: {} better-opn@3.0.2: @@ -4672,6 +5442,10 @@ snapshots: dependencies: is-windows: 1.0.2 + bindings@1.5.0: + dependencies: + file-uri-to-path: 1.0.0 + boolbase@1.0.0: {} boxen@8.0.1: @@ -4685,6 +5459,10 @@ snapshots: widest-line: 5.0.0 wrap-ansi: 9.0.2 + brace-expansion@2.0.2: + dependencies: + balanced-match: 1.0.2 + braces@3.0.3: dependencies: fill-range: 7.1.1 @@ -4754,6 +5532,8 @@ snapshots: dependencies: readdirp: 5.0.0 + chownr@3.0.0: {} + ci-info@3.9.0: {} ci-info@4.3.1: {} @@ -4782,6 +5562,8 @@ snapshots: common-ancestor-path@1.0.1: {} + consola@3.4.2: {} + cookie-es@1.2.2: {} cookie@1.1.1: {} @@ -4864,6 +5646,8 @@ snapshots: dependencies: dequal: 2.0.3 + diff-match-patch@1.0.5: {} + diff@8.0.3: {} dir-glob@3.0.1: @@ -4894,6 +5678,8 @@ snapshots: domelementtype: 2.3.0 domhandler: 5.0.3 + dotenv@16.6.1: {} + dset@3.1.4: {} dunder-proto@1.0.1: @@ -4902,6 +5688,8 @@ snapshots: es-errors: 1.3.0 gopd: 1.2.0 + eastasianwidth@0.2.0: {} + emmet@2.4.11: dependencies: '@emmetio/abbreviation': 2.3.3 @@ -4911,6 +5699,8 @@ snapshots: emoji-regex@8.0.0: {} + emoji-regex@9.2.2: {} + enhanced-resolve@5.18.4: dependencies: graceful-fs: 4.2.11 @@ -4985,6 +5775,35 @@ snapshots: '@esbuild/win32-ia32': 0.25.12 '@esbuild/win32-x64': 0.25.12 + esbuild@0.27.4: + optionalDependencies: + '@esbuild/aix-ppc64': 0.27.4 + '@esbuild/android-arm': 0.27.4 + '@esbuild/android-arm64': 0.27.4 + '@esbuild/android-x64': 0.27.4 + '@esbuild/darwin-arm64': 0.27.4 + '@esbuild/darwin-x64': 0.27.4 + '@esbuild/freebsd-arm64': 0.27.4 + '@esbuild/freebsd-x64': 0.27.4 + '@esbuild/linux-arm': 0.27.4 + '@esbuild/linux-arm64': 0.27.4 + '@esbuild/linux-ia32': 0.27.4 + '@esbuild/linux-loong64': 0.27.4 + '@esbuild/linux-mips64el': 0.27.4 + '@esbuild/linux-ppc64': 0.27.4 + '@esbuild/linux-riscv64': 0.27.4 + '@esbuild/linux-s390x': 0.27.4 + '@esbuild/linux-x64': 0.27.4 + '@esbuild/netbsd-arm64': 0.27.4 + '@esbuild/netbsd-x64': 0.27.4 + '@esbuild/openbsd-arm64': 0.27.4 + '@esbuild/openbsd-x64': 0.27.4 + '@esbuild/openharmony-arm64': 0.27.4 + '@esbuild/sunos-x64': 0.27.4 + '@esbuild/win32-arm64': 0.27.4 + '@esbuild/win32-ia32': 0.27.4 + '@esbuild/win32-x64': 0.27.4 + escalade@3.2.0: {} escape-string-regexp@5.0.0: {} @@ -5030,6 +5849,10 @@ snapshots: expect-type@1.3.0: {} + extend-shallow@2.0.1: + dependencies: + is-extendable: 0.1.1 + extend@3.0.2: {} extendable-error@0.1.7: {} @@ -5044,6 +5867,9 @@ snapshots: merge2: 1.4.1 micromatch: 4.0.8 + fast-json-stable-stringify@2.1.0: + optional: true + fast-uri@3.1.0: {} fastq@1.20.1: @@ -5054,6 +5880,8 @@ snapshots: optionalDependencies: picomatch: 4.0.3 + file-uri-to-path@1.0.0: {} + fill-range@7.1.1: dependencies: to-regex-range: 5.0.1 @@ -5077,6 +5905,11 @@ snapshots: dependencies: is-callable: 1.2.7 + foreground-child@3.3.1: + dependencies: + cross-spawn: 7.0.6 + signal-exit: 4.1.0 + fs-extra@11.3.3: dependencies: graceful-fs: 4.2.11 @@ -5124,12 +5957,25 @@ snapshots: dunder-proto: 1.0.1 es-object-atoms: 1.1.1 + get-tsconfig@4.13.7: + dependencies: + resolve-pkg-maps: 1.0.0 + github-slugger@2.0.0: {} glob-parent@5.1.2: dependencies: is-glob: 4.0.3 + glob@10.5.0: + dependencies: + foreground-child: 3.3.1 + jackspeak: 3.4.3 + minimatch: 9.0.9 + minipass: 7.1.3 + package-json-from-dist: 1.0.1 + path-scurry: 1.11.1 + globby@11.1.0: dependencies: array-union: 2.1.0 @@ -5143,6 +5989,13 @@ snapshots: graceful-fs@4.2.11: {} + gray-matter@4.0.3: + dependencies: + js-yaml: 3.14.2 + kind-of: 6.0.3 + section-matter: 1.0.0 + strip-bom-string: 1.0.0 + h3@1.15.5: dependencies: cookie-es: 1.2.2 @@ -5313,6 +6166,13 @@ snapshots: http-cache-semantics@4.2.0: {} + https-proxy-agent@7.0.6: + dependencies: + agent-base: 7.1.4 + debug: 4.4.3 + transitivePeerDependencies: + - supports-color + human-id@4.1.3: {} iconify-icon@3.0.2: @@ -5355,6 +6215,8 @@ snapshots: is-docker@3.0.0: {} + is-extendable@0.1.1: {} + is-extglob@2.1.1: {} is-fullwidth-code-point@3.0.0: {} @@ -5408,6 +6270,12 @@ snapshots: isexe@2.0.0: {} + jackspeak@3.4.3: + dependencies: + '@isaacs/cliui': 8.0.2 + optionalDependencies: + '@pkgjs/parseargs': 0.11.0 + jiti@2.6.1: {} js-tokens@4.0.0: {} @@ -5425,12 +6293,23 @@ snapshots: jsdoc-type-pratt-parser@4.8.0: {} + json-schema-traverse@0.4.1: + optional: true + json-schema-traverse@1.0.0: {} + json-schema@0.4.0: {} + jsonc-parser@2.3.1: {} jsonc-parser@3.3.1: {} + jsondiffpatch@0.6.0: + dependencies: + '@types/diff-match-patch': 1.0.36 + chalk: 5.6.2 + diff-match-patch: 1.0.5 + jsonfile@4.0.0: optionalDependencies: graceful-fs: 4.2.11 @@ -5441,6 +6320,8 @@ snapshots: optionalDependencies: graceful-fs: 4.2.11 + kind-of@6.0.3: {} + kleur@3.0.3: {} kleur@4.1.5: {} @@ -5508,6 +6389,8 @@ snapshots: loupe@3.2.1: {} + lru-cache@10.4.3: {} + lru-cache@11.2.4: {} lz-string@1.5.0: {} @@ -5980,6 +6863,16 @@ snapshots: min-indent@1.0.1: {} + minimatch@9.0.9: + dependencies: + brace-expansion: 2.0.2 + + minipass@7.1.3: {} + + minizlib@3.1.0: + dependencies: + minipass: 7.1.3 + mri@1.2.0: {} mrmime@2.0.1: {} @@ -5998,8 +6891,18 @@ snapshots: node-fetch-native@1.6.7: {} + node-fetch@2.7.0: + dependencies: + whatwg-url: 5.0.0 + + node-gyp-build@4.8.4: {} + node-mock-http@1.0.4: {} + nopt@8.1.0: + dependencies: + abbrev: 3.0.1 + normalize-path@3.0.0: {} nth-check@2.1.1: @@ -6057,6 +6960,8 @@ snapshots: p-try@2.2.0: {} + package-json-from-dist@1.0.1: {} + package-manager-detector@0.2.11: dependencies: quansync: 0.2.11 @@ -6101,6 +7006,15 @@ snapshots: path-key@3.1.1: {} + path-scurry@1.11.1: + dependencies: + lru-cache: 10.4.3 + minipass: 7.1.3 + + path-to-regexp@6.1.0: {} + + path-to-regexp@6.3.0: {} + path-type@4.0.0: {} pathe@2.0.3: {} @@ -6150,6 +7064,9 @@ snapshots: property-information@7.1.0: {} + punycode@2.3.1: + optional: true + quansync@0.2.11: {} queue-microtask@1.2.3: {} @@ -6327,6 +7244,8 @@ snapshots: resolve-from@5.0.0: {} + resolve-pkg-maps@1.0.0: {} + retext-latin@4.0.0: dependencies: '@types/nlcst': 2.0.3 @@ -6401,6 +7320,13 @@ snapshots: scheduler@0.27.0: {} + section-matter@1.0.0: + dependencies: + extend-shallow: 2.0.1 + kind-of: 6.0.3 + + secure-json-parse@2.7.0: {} + semver@7.7.3: {} set-function-length@1.2.2: @@ -6506,6 +7432,12 @@ snapshots: is-fullwidth-code-point: 3.0.0 strip-ansi: 6.0.1 + string-width@5.1.2: + dependencies: + eastasianwidth: 0.2.0 + emoji-regex: 9.2.2 + strip-ansi: 7.1.2 + string-width@7.2.0: dependencies: emoji-regex: 10.6.0 @@ -6525,6 +7457,8 @@ snapshots: dependencies: ansi-regex: 6.2.2 + strip-bom-string@1.0.0: {} + strip-bom@3.0.0: {} strip-indent@3.0.0: @@ -6557,12 +7491,28 @@ snapshots: picocolors: 1.1.1 sax: 1.4.4 + swr@2.4.1(react@19.2.3): + dependencies: + dequal: 2.0.3 + react: 19.2.3 + use-sync-external-store: 1.6.0(react@19.2.3) + tailwindcss@4.1.18: {} tapable@2.3.0: {} + tar@7.5.13: + dependencies: + '@isaacs/fs-minipass': 4.0.1 + chownr: 3.0.0 + minipass: 7.1.3 + minizlib: 3.1.0 + yallist: 5.0.0 + term-size@2.2.1: {} + throttleit@2.1.0: {} + tiny-inflate@1.0.3: {} tiny-invariant@1.3.3: {} @@ -6592,6 +7542,8 @@ snapshots: dependencies: is-number: 7.0.0 + tr46@0.0.3: {} + trim-lines@3.0.1: {} trough@2.2.0: {} @@ -6604,6 +7556,13 @@ snapshots: tslib@2.8.1: {} + tsx@4.21.0: + dependencies: + esbuild: 0.27.4 + get-tsconfig: 4.13.7 + optionalDependencies: + fsevents: 2.3.3 + type-fest@4.41.0: {} typesafe-path@0.2.2: {} @@ -6693,7 +7652,7 @@ snapshots: acorn: 8.15.0 webpack-virtual-modules: 0.6.2 - unstorage@1.17.4: + unstorage@1.17.4(@vercel/functions@2.2.13): dependencies: anymatch: 3.1.3 chokidar: 5.0.0 @@ -6703,6 +7662,17 @@ snapshots: node-fetch-native: 1.6.7 ofetch: 1.5.1 ufo: 1.6.3 + optionalDependencies: + '@vercel/functions': 2.2.13 + + uri-js@4.4.1: + dependencies: + punycode: 2.3.1 + optional: true + + use-sync-external-store@1.6.0(react@19.2.3): + dependencies: + react: 19.2.3 util@0.12.5: dependencies: @@ -6729,13 +7699,13 @@ snapshots: '@types/unist': 3.0.3 vfile-message: 4.0.3 - vite-node@3.2.4(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2): + vite-node@3.2.4(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2): dependencies: cac: 6.7.14 debug: 4.4.3 es-module-lexer: 1.7.0 pathe: 2.0.3 - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) transitivePeerDependencies: - '@types/node' - jiti @@ -6750,7 +7720,7 @@ snapshots: - tsx - yaml - vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2): + vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2): dependencies: esbuild: 0.25.12 fdir: 6.5.0(picomatch@4.0.3) @@ -6763,17 +7733,18 @@ snapshots: fsevents: 2.3.3 jiti: 2.6.1 lightningcss: 1.30.2 + tsx: 4.21.0 yaml: 2.8.2 - vitefu@1.1.1(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2)): + vitefu@1.1.1(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2)): optionalDependencies: - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) - vitest@3.2.4(@types/debug@4.1.12)(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2): + vitest@3.2.4(@types/debug@4.1.12)(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2): dependencies: '@types/chai': 5.2.3 '@vitest/expect': 3.2.4 - '@vitest/mocker': 3.2.4(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2)) + '@vitest/mocker': 3.2.4(vite@6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2)) '@vitest/pretty-format': 3.2.4 '@vitest/runner': 3.2.4 '@vitest/snapshot': 3.2.4 @@ -6791,8 +7762,8 @@ snapshots: tinyglobby: 0.2.15 tinypool: 1.1.1 tinyrainbow: 2.0.0 - vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) - vite-node: 3.2.4(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(yaml@2.8.2) + vite: 6.4.1(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) + vite-node: 3.2.4(@types/node@25.0.10)(jiti@2.6.1)(lightningcss@1.30.2)(tsx@4.21.0)(yaml@2.8.2) why-is-node-running: 2.3.0 optionalDependencies: '@types/debug': 4.1.12 @@ -6910,8 +7881,15 @@ snapshots: web-namespaces@2.0.1: {} + webidl-conversions@3.0.1: {} + webpack-virtual-modules@0.6.2: {} + whatwg-url@5.0.0: + dependencies: + tr46: 0.0.3 + webidl-conversions: 3.0.1 + which-pm-runs@1.1.0: {} which-typed-array@1.1.20: @@ -6943,6 +7921,12 @@ snapshots: string-width: 4.2.3 strip-ansi: 6.0.1 + wrap-ansi@8.1.0: + dependencies: + ansi-styles: 6.2.3 + string-width: 5.1.2 + strip-ansi: 7.1.2 + wrap-ansi@9.0.2: dependencies: ansi-styles: 6.2.3 @@ -6955,6 +7939,8 @@ snapshots: y18n@5.0.8: {} + yallist@5.0.0: {} + yaml-language-server@1.19.2: dependencies: '@vscode/l10n': 0.0.18 diff --git a/scripts/index-content.ts b/scripts/index-content.ts new file mode 100644 index 0000000..4294ca9 --- /dev/null +++ b/scripts/index-content.ts @@ -0,0 +1,254 @@ +import dotenv from 'dotenv'; + +dotenv.config({ path: '.env.local' }); +dotenv.config({ path: '.env' }); + +import fs from 'node:fs'; +import path from 'node:path'; +import crypto from 'node:crypto'; +import { fileURLToPath } from 'node:url'; +import matter from 'gray-matter'; +import { Index } from '@upstash/vector'; +import type { ContentChunk, Frontmatter, ChunkSection, IndexManifest } from '../template/src/types/chat'; +import { INDEXING } from '../template/src/types/constants'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const rootDir = path.resolve(__dirname, '..'); +const contentDir = path.join(rootDir, 'template', 'src', 'content'); +const manifestPath = path.join(rootDir, '.index-manifest.json'); + +let vectorIndex: Index; + +function loadManifest(): IndexManifest { + if (fs.existsSync(manifestPath)) { + return JSON.parse(fs.readFileSync(manifestPath, 'utf-8')); + } + return {}; +} + +function saveManifest(manifest: IndexManifest): void { + fs.writeFileSync(manifestPath, JSON.stringify(manifest, null, 2)); +} + +function hashContent(content: string): string { + return crypto.createHash('md5').update(content).digest('hex'); +} + +function getAllMdxFiles(dir: string): string[] { + const files: string[] = []; + + function walkDir(currentPath: string) { + const entries = fs.readdirSync(currentPath, { withFileTypes: true }); + for (const entry of entries) { + const fullPath = path.join(currentPath, entry.name); + if (entry.isDirectory()) { + walkDir(fullPath); + } else if (entry.name.endsWith('.mdx') || entry.name.endsWith('.md')) { + files.push(fullPath); + } + } + } + + if (fs.existsSync(dir)) { + walkDir(dir); + } + return files; +} + +function getUrlFromPath(filePath: string): string { + const relativePath = path.relative(contentDir, filePath); + const parts = relativePath.split(path.sep); + const collection = parts[0]; + + let urlPath = parts.slice(1).join('/'); + urlPath = urlPath.replace(/\/index\.(mdx?|md)$/, '').replace(/\.(mdx?|md)$/, ''); + + if (!urlPath) { + return `/${collection}`; + } + + return `/${collection}/${urlPath}`; +} + +function getCollection(filePath: string): string { + const relativePath = path.relative(contentDir, filePath); + return relativePath.split(path.sep)[0]; +} + +function chunkByHeadings(content: string, frontmatter: Frontmatter): ChunkSection[] { + const chunks: ChunkSection[] = []; + const lines = content.split('\n'); + + let currentSection = frontmatter.title || 'Introduction'; + let currentContent: string[] = []; + + const contextPrefix = frontmatter.description + ? `Document: ${frontmatter.title}\nDescription: ${frontmatter.description}\n\n` + : `Document: ${frontmatter.title}\n\n`; + + for (const line of lines) { + const h2Match = line.match(/^## (.+)$/); + if (h2Match) { + if (currentContent.length > 0) { + const text = currentContent.join('\n').trim(); + if (text.length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + `Section: ${currentSection}\n\n` + text, + }); + } + } + currentSection = h2Match[1]; + currentContent = []; + } else { + currentContent.push(line); + } + } + + if (currentContent.length > 0) { + const text = currentContent.join('\n').trim(); + if (text.length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + `Section: ${currentSection}\n\n` + text, + }); + } + } + + if (chunks.length === 0 && content.trim().length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + content.trim(), + }); + } + + return chunks; +} + +function stripMdxComponents(content: string): string { + content = content.replace(/^import\s+.+from\s+['"].+['"];?\s*$/gm, ''); + content = content.replace(/<[A-Z][a-zA-Z]*[^>]*>/g, ''); + content = content.replace(/<\/[A-Z][a-zA-Z]*>/g, ''); + content = content.replace(/```[\s\S]*?```/g, '[code example]'); + content = content.replace(/\n{3,}/g, '\n\n'); + + return content.trim(); +} + +async function processFile(filePath: string): Promise { + const fileContent = fs.readFileSync(filePath, 'utf-8'); + const { data: frontmatter, content } = matter(fileContent); + + const cleanContent = stripMdxComponents(content); + const url = getUrlFromPath(filePath); + const collection = getCollection(filePath); + const title = (frontmatter.title as string) || path.basename(filePath, path.extname(filePath)); + + const chunks = chunkByHeadings(cleanContent, frontmatter as Frontmatter); + + return chunks.map((chunk, index) => ({ + id: `${url}-${index}`, + content: chunk.content, + metadata: { + title, + section: chunk.section, + url, + collection, + description: frontmatter.description as string | undefined, + }, + })); +} + +async function main() { + console.log('Starting content indexing...\n'); + + if (!process.env.UPSTASH_VECTOR_REST_URL || !process.env.UPSTASH_VECTOR_REST_TOKEN) { + console.error('Error: Upstash Vector credentials are not set'); + console.error('Make sure you have a .env file with UPSTASH_VECTOR_REST_URL and UPSTASH_VECTOR_REST_TOKEN'); + process.exit(1); + } + + vectorIndex = new Index({ + url: process.env.UPSTASH_VECTOR_REST_URL, + token: process.env.UPSTASH_VECTOR_REST_TOKEN, + }); + + const manifest = loadManifest(); + const newManifest: IndexManifest = {}; + + const collections = INDEXING.COLLECTIONS; + const allFiles: string[] = []; + + for (const collection of collections) { + const collectionDir = path.join(contentDir, collection); + const files = getAllMdxFiles(collectionDir); + allFiles.push(...files); + console.log(`Found ${files.length} files in ${collection}/`); + } + + console.log(`\nTotal files to process: ${allFiles.length}\n`); + + const allChunks: ContentChunk[] = []; + const changedChunks: ContentChunk[] = []; + + for (const file of allFiles) { + const chunks = await processFile(file); + allChunks.push(...chunks); + + for (const chunk of chunks) { + const hash = hashContent(chunk.content); + newManifest[chunk.id] = hash; + + if (manifest[chunk.id] !== hash) { + changedChunks.push(chunk); + } + } + + console.log(`Processed: ${path.relative(contentDir, file)} (${chunks.length} chunks)`); + } + + const deletedIds = Object.keys(manifest).filter((id) => !newManifest[id]); + + console.log(`\nTotal chunks: ${allChunks.length}`); + console.log(`Changed/New: ${changedChunks.length}`); + console.log(`Deleted: ${deletedIds.length}\n`); + + if (changedChunks.length === 0 && deletedIds.length === 0) { + console.log('No changes detected. Skipping upload.\n'); + return; + } + + if (deletedIds.length > 0) { + console.log('Removing deleted content...'); + for (const id of deletedIds) { + await vectorIndex.delete(id); + } + console.log(`Removed ${deletedIds.length} vectors\n`); + } + + if (changedChunks.length > 0) { + console.log('Uploading changed content...\n'); + + for (let i = 0; i < changedChunks.length; i += INDEXING.BATCH_SIZE) { + const batch = changedChunks.slice(i, i + INDEXING.BATCH_SIZE); + + const vectors = batch.map((chunk) => ({ + id: chunk.id, + data: chunk.content, + metadata: chunk.metadata, + })); + + await vectorIndex.upsert(vectors); + console.log(`Uploaded batch ${Math.floor(i / INDEXING.BATCH_SIZE) + 1}/${Math.ceil(changedChunks.length / INDEXING.BATCH_SIZE)}`); + + if (i + INDEXING.BATCH_SIZE < changedChunks.length) { + await new Promise((resolve) => setTimeout(resolve, INDEXING.BATCH_DELAY_MS)); + } + } + } + + saveManifest(newManifest); + console.log('\nContent indexing complete!'); +} + +main().catch(console.error); diff --git a/scripts/index-watch.ts b/scripts/index-watch.ts new file mode 100644 index 0000000..1e161e0 --- /dev/null +++ b/scripts/index-watch.ts @@ -0,0 +1,209 @@ +import dotenv from 'dotenv'; + +dotenv.config({ path: '.env.local' }); +dotenv.config({ path: '.env' }); + +import fs from 'node:fs'; +import path from 'node:path'; +import { fileURLToPath } from 'node:url'; +import matter from 'gray-matter'; +import { Index } from '@upstash/vector'; +import type { Frontmatter, ChunkSection, VectorMetadata } from '../template/src/types/chat'; +import { INDEXING } from '../template/src/types/constants'; + +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const rootDir = path.resolve(__dirname, '..'); +const contentDir = path.join(rootDir, 'template', 'src', 'content'); + +let vectorIndex: Index; +const debounceTimers = new Map(); + +function getUrlFromPath(filePath: string): string { + const relativePath = path.relative(contentDir, filePath); + const parts = relativePath.split(path.sep); + const collection = parts[0]; + + let urlPath = parts.slice(1).join('/'); + urlPath = urlPath.replace(/\/index\.(mdx?|md)$/, '').replace(/\.(mdx?|md)$/, ''); + + if (!urlPath) { + return `/${collection}`; + } + + return `/${collection}/${urlPath}`; +} + +function getCollection(filePath: string): string { + const relativePath = path.relative(contentDir, filePath); + return relativePath.split(path.sep)[0]; +} + +function chunkByHeadings(content: string, frontmatter: Frontmatter): ChunkSection[] { + const chunks: ChunkSection[] = []; + const lines = content.split('\n'); + + let currentSection = frontmatter.title || 'Introduction'; + let currentContent: string[] = []; + + const contextPrefix = frontmatter.description + ? `Document: ${frontmatter.title}\nDescription: ${frontmatter.description}\n\n` + : `Document: ${frontmatter.title}\n\n`; + + for (const line of lines) { + const h2Match = line.match(/^## (.+)$/); + if (h2Match) { + if (currentContent.length > 0) { + const text = currentContent.join('\n').trim(); + if (text.length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + `Section: ${currentSection}\n\n` + text, + }); + } + } + currentSection = h2Match[1]; + currentContent = []; + } else { + currentContent.push(line); + } + } + + if (currentContent.length > 0) { + const text = currentContent.join('\n').trim(); + if (text.length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + `Section: ${currentSection}\n\n` + text, + }); + } + } + + if (chunks.length === 0 && content.trim().length > INDEXING.MIN_CHUNK_LENGTH) { + chunks.push({ + section: currentSection, + content: contextPrefix + content.trim(), + }); + } + + return chunks; +} + +function stripMdxComponents(content: string): string { + content = content.replace(/^import\s+.+from\s+['"].+['"];?\s*$/gm, ''); + content = content.replace(/<[A-Z][a-zA-Z]*[^>]*>/g, ''); + content = content.replace(/<\/[A-Z][a-zA-Z]*>/g, ''); + content = content.replace(/```[\s\S]*?```/g, '[code example]'); + content = content.replace(/\n{3,}/g, '\n\n'); + + return content.trim(); +} + +async function indexFile(filePath: string): Promise { + const fileContent = fs.readFileSync(filePath, 'utf-8'); + const { data: frontmatter, content } = matter(fileContent); + + const cleanContent = stripMdxComponents(content); + const url = getUrlFromPath(filePath); + const collection = getCollection(filePath); + const title = (frontmatter.title as string) || path.basename(filePath, path.extname(filePath)); + + const chunks = chunkByHeadings(cleanContent, frontmatter as Frontmatter); + + const vectors = chunks.map((chunk, index) => ({ + id: `${url}-${index}`, + data: chunk.content, + metadata: { + title, + section: chunk.section, + url, + collection, + description: frontmatter.description as string | undefined, + } as VectorMetadata, + })); + + if (vectors.length > 0) { + await vectorIndex.upsert(vectors); + } + + console.log(`[${new Date().toLocaleTimeString()}] Indexed: ${path.relative(contentDir, filePath)} (${vectors.length} chunks)`); +} + +async function deleteFileFromIndex(filePath: string): Promise { + const url = getUrlFromPath(filePath); + + for (let i = 0; i < 20; i++) { + try { + await vectorIndex.delete(`${url}-${i}`); + } catch { + break; + } + } + + console.log(`[${new Date().toLocaleTimeString()}] Removed from index: ${path.relative(contentDir, filePath)}`); +} + +function handleFileChange(filePath: string, eventType: string): void { + if (!filePath.endsWith('.mdx') && !filePath.endsWith('.md')) return; + + const existingTimer = debounceTimers.get(filePath); + if (existingTimer) { + clearTimeout(existingTimer); + } + + const timer = setTimeout(async () => { + debounceTimers.delete(filePath); + + try { + if (eventType === 'rename' && !fs.existsSync(filePath)) { + await deleteFileFromIndex(filePath); + } else { + await indexFile(filePath); + } + } catch (error) { + console.error(`Error processing ${filePath}:`, error); + } + }, INDEXING.DEBOUNCE_MS); + + debounceTimers.set(filePath, timer); +} + +function watchDirectory(dir: string): void { + if (!fs.existsSync(dir)) return; + + fs.watch(dir, { recursive: true }, (eventType, filename) => { + if (!filename) return; + const filePath = path.join(dir, filename); + handleFileChange(filePath, eventType); + }); +} + +async function main(): Promise { + console.log('Starting content index watcher...\n'); + + if (!process.env.UPSTASH_VECTOR_REST_URL || !process.env.UPSTASH_VECTOR_REST_TOKEN) { + console.error('Error: Upstash Vector credentials are not set'); + process.exit(1); + } + + vectorIndex = new Index({ + url: process.env.UPSTASH_VECTOR_REST_URL, + token: process.env.UPSTASH_VECTOR_REST_TOKEN, + }); + + const collections = INDEXING.COLLECTIONS; + + for (const collection of collections) { + const collectionDir = path.join(contentDir, collection); + watchDirectory(collectionDir); + console.log(`Watching: ${collection}/`); + } + + console.log('\nWaiting for file changes... (Ctrl+C to stop)\n'); + + process.on('SIGINT', () => { + console.log('\nStopping watcher...'); + process.exit(0); + }); +} + +main().catch(console.error); diff --git a/template/src/components/AskAnything.astro b/template/src/components/AskAnything.astro new file mode 100644 index 0000000..6453afc --- /dev/null +++ b/template/src/components/AskAnything.astro @@ -0,0 +1,105 @@ +--- +import { CHAT_DEFAULTS, CHAT } from '@/types/constants'; + +interface Props { + subtitle?: string; + suggestions?: string[]; +} + +const { + subtitle = CHAT_DEFAULTS.ASK_ANYTHING.subtitle, + suggestions = CHAT_DEFAULTS.ASK_ANYTHING.suggestions +} = Astro.props; +--- + +
+

{subtitle}

+ +
+
+ + +
+
+ +
+
+
+
+ +
+ {suggestions.map((suggestion) => ( + + ))} +
+
+ + diff --git a/template/src/components/ChatWidget.astro b/template/src/components/ChatWidget.astro new file mode 100644 index 0000000..5045936 --- /dev/null +++ b/template/src/components/ChatWidget.astro @@ -0,0 +1,297 @@ +--- +import { CHAT } from '@/types/constants'; +--- + + + + + + diff --git a/template/src/components/Hero.astro b/template/src/components/Hero.astro index 961a854..9cddf67 100644 --- a/template/src/components/Hero.astro +++ b/template/src/components/Hero.astro @@ -33,10 +33,6 @@ const { {description}

- - diff --git a/template/src/pages/api/chat.ts b/template/src/pages/api/chat.ts new file mode 100644 index 0000000..ee71dda --- /dev/null +++ b/template/src/pages/api/chat.ts @@ -0,0 +1,132 @@ +import type { APIRoute } from 'astro'; +import { Index } from '@upstash/vector'; +import { GoogleGenerativeAI } from '@google/generative-ai'; +import type { ChatContext, VectorMetadata, GeminiMessage } from '@/types/chat'; +import { CHAT, SITE_TITLE } from '@/types/constants'; + +export const prerender = false; + +const vectorIndex = new Index({ + url: import.meta.env.UPSTASH_VECTOR_REST_URL, + token: import.meta.env.UPSTASH_VECTOR_REST_TOKEN, +}); + +async function searchSimilarContent(query: string, topK: number = CHAT.VECTOR_TOP_K): Promise { + const results = await vectorIndex.query({ + data: query, + topK, + includeMetadata: true, + includeData: true, + }); + + return results.map((result) => { + const metadata = result.metadata as VectorMetadata; + return { + content: `Title: ${metadata.title}\nSection: ${metadata.section}\nURL: ${metadata.url}`, + title: metadata.title, + section: metadata.section, + url: metadata.url, + }; + }); +} + +function buildSystemPrompt(contexts: ChatContext[]): string { + const contextText = contexts + .map((ctx, i) => `[${i + 1}] ${ctx.title} - ${ctx.section}\nURL: ${ctx.url}`) + .join('\n\n'); + + return `You are a helpful documentation assistant for ${SITE_TITLE}, a documentation template built with Astro. +Your role is to answer questions based on the documentation content provided. + +Guidelines: +- Be concise and helpful +- Reference specific documentation sections when relevant +- If the answer isn't in the provided context, say so honestly +- Include relevant URLs when they would be helpful +- Format responses using markdown for readability +- For code examples, use proper code blocks with language tags + +Relevant documentation sections: +${contextText} + +Answer the user's question based on the above context. If the question cannot be answered from the provided context, let them know and suggest they check the documentation directly.`; +} + +export const POST: APIRoute = async ({ request }) => { + try { + const apiKey = import.meta.env.GOOGLE_GENERATIVE_AI_API_KEY; + + if (!apiKey) { + return new Response(JSON.stringify({ + error: 'GOOGLE_GENERATIVE_AI_API_KEY is not configured' + }), { + status: 500, + headers: { 'Content-Type': 'application/json' }, + }); + } + + const { message, history = [] } = await request.json(); + + if (!message || typeof message !== 'string') { + return new Response(JSON.stringify({ error: 'Message is required' }), { + status: 400, + headers: { 'Content-Type': 'application/json' }, + }); + } + + const contexts = await searchSimilarContent(message); + const systemPrompt = buildSystemPrompt(contexts); + + const genAI = new GoogleGenerativeAI(apiKey); + const model = genAI.getGenerativeModel({ + model: CHAT.MODEL, + systemInstruction: systemPrompt, + }); + + const chatHistory: GeminiMessage[] = history.map((msg: { role: string; content: string }) => ({ + role: msg.role === 'assistant' ? 'model' : 'user', + parts: [{ text: msg.content }], + })); + + const chat = model.startChat({ history: chatHistory }); + const result = await chat.sendMessageStream(message); + + const encoder = new TextEncoder(); + const stream = new ReadableStream({ + async start(controller) { + try { + for await (const chunk of result.stream) { + const text = chunk.text(); + if (text) { + controller.enqueue(encoder.encode(`0:${JSON.stringify(text)}\n`)); + } + } + controller.close(); + } catch (streamError) { + console.error('Stream error:', streamError); + controller.error(streamError); + } + }, + }); + + return new Response(stream, { + headers: { + 'Content-Type': 'text/event-stream', + 'Cache-Control': 'no-cache', + 'Connection': 'keep-alive', + }, + }); + } catch (error) { + console.error('Chat API error:', error); + return new Response( + JSON.stringify({ + error: 'An error occurred processing your request', + details: error instanceof Error ? error.message : 'Unknown error', + }), + { + status: 500, + headers: { 'Content-Type': 'application/json' }, + } + ); + } +}; diff --git a/template/src/pages/chat/[uid].astro b/template/src/pages/chat/[uid].astro new file mode 100644 index 0000000..0ff8563 --- /dev/null +++ b/template/src/pages/chat/[uid].astro @@ -0,0 +1,325 @@ +--- +import BaseLayout from '@/layouts/BaseLayout.astro'; +import Header from '@/components/Header.astro'; + +export const prerender = false; + +const { uid } = Astro.params; +--- + + +
+ +
+
+ +
+ +
+ + +
+
+ + +
+
+
+
+ + + + + diff --git a/template/src/pages/index.astro b/template/src/pages/index.astro index 0c39f47..a127a15 100644 --- a/template/src/pages/index.astro +++ b/template/src/pages/index.astro @@ -5,6 +5,7 @@ import Footer from '@/components/Footer.astro'; import Hero from '@/components/Hero.astro'; import FeatureCard from '@/components/FeatureCard.astro'; import SectionHeader from '@/components/SectionHeader.astro'; +import AskAnything from '@/components/AskAnything.astro'; --- @@ -17,6 +18,13 @@ import SectionHeader from '@/components/SectionHeader.astro'; description="Build documentation that scales with your product. A modern, structured documentation template designed for clarity, consistency, and long-term growth." /> + +
+
+ +
+
+
diff --git a/template/src/types/chat.ts b/template/src/types/chat.ts new file mode 100644 index 0000000..8e70ba2 --- /dev/null +++ b/template/src/types/chat.ts @@ -0,0 +1,65 @@ +import type { ChatRole } from './constants'; + +export interface ChatMessage { + id: string; + role: ChatRole; + content: string; + timestamp: number; +} + +export interface ChatRequest { + message: string; + history?: ChatMessage[]; +} + +export interface ChatResponse { + error?: string; + details?: string; +} + +export interface VectorMetadata { + title: string; + section: string; + url: string; + collection: string; + description?: string; +} + +export interface VectorSearchResult { + id: string; + score: number; + metadata: VectorMetadata; +} + +export interface ChatContext { + content: string; + title: string; + section: string; + url: string; +} + +export interface GeminiMessage { + role: 'user' | 'model'; + parts: { text: string }[]; +} + +export interface ContentChunk { + id: string; + content: string; + metadata: VectorMetadata; +} + +export interface Frontmatter { + title?: string; + description?: string; + [key: string]: unknown; +} + +export interface ChunkSection { + section: string; + content: string; +} + +export interface IndexManifest { + [id: string]: string; +} diff --git a/template/src/types/constants.ts b/template/src/types/constants.ts index 0dca849..619271c 100644 --- a/template/src/types/constants.ts +++ b/template/src/types/constants.ts @@ -113,3 +113,57 @@ export const LAYOUT = { stickyTop: 'sticky top-28', collapsedMargin: '-12rem', } as const; + +export const CHAT = { + API_ENDPOINT: '/api/chat', + MODEL: 'gemini-2.5-flash', + VECTOR_TOP_K: 5, + TEXTAREA_MAX_HEIGHT: 150, + WELCOME_MESSAGE: "Hi! I'm your DocuBase assistant. Ask me anything about the documentation, components, or how to get started.", + ASSISTANT_NAME: 'DocuBase Assistant', +} as const; + +export const INDEXING = { + BATCH_SIZE: 10, + BATCH_DELAY_MS: 500, + DEBOUNCE_MS: 1000, + MIN_CHUNK_LENGTH: 50, + COLLECTIONS: ['docs', 'blog', 'tutorials'], +} as const; + +export const CHAT_DEFAULTS = { + ASK_ANYTHING: { + subtitle: 'Meet AI Chat Mode', + placeholder: 'Ask anything', + suggestions: [ + 'How do I get started with DocuBase?', + 'What components are available?', + 'How to deploy my docs?', + ], + }, +} as const; + +export const CHAT_SELECTORS = { + askForm: 'ask-form', + askInput: 'ask-input', + askSubmit: 'ask-submit', + suggestionChip: '.suggestion-chip', + chatTrigger: 'chat-trigger', + chatModal: 'chat-modal', + chatBackdrop: 'chat-backdrop', + chatClose: 'chat-close', + chatForm: 'chat-form', + chatInput: 'chat-input', + chatSubmit: 'chat-submit', + chatMessages: 'chat-messages', + sendIcon: 'send-icon', + loadingIcon: 'loading-icon', +} as const; + +export const CHAT_ROLES = { + user: 'user', + assistant: 'assistant', + model: 'model', +} as const; + +export type ChatRole = 'user' | 'assistant'; diff --git a/template/src/types/index.ts b/template/src/types/index.ts index fcbeac9..d1e2101 100644 --- a/template/src/types/index.ts +++ b/template/src/types/index.ts @@ -3,3 +3,4 @@ export * from './layout'; export * from './constants'; export * from './styles'; export * from './icons'; +export * from './chat'; From 5012216f5d2f7421bfb36ef2f053362220ea9405 Mon Sep 17 00:00:00 2001 From: Sithumli Nanayakkara Date: Wed, 25 Mar 2026 22:35:41 +0530 Subject: [PATCH 2/4] feat: enhance AI chat assistant with new components, API improvements, and security fixes --- .changeset/ai-chat-feature.md | 9 ++-- .gitignore | 2 + README.md | 2 +- package.json | 6 +-- scripts/index-content.ts | 2 +- scripts/index-watch.ts | 21 ++++---- template/src/components/AskAnything.astro | 26 ++++++---- template/src/components/ChatWidget.astro | 58 +++++++++++++++-------- template/src/components/Hero.astro | 3 -- template/src/pages/api/chat.ts | 36 ++++++++++---- template/src/pages/chat/[uid].astro | 45 +++++++++++------- template/src/types/components.ts | 2 - template/src/types/constants.ts | 2 +- 13 files changed, 137 insertions(+), 77 deletions(-) diff --git a/.changeset/ai-chat-feature.md b/.changeset/ai-chat-feature.md index 00c96c5..249761e 100644 --- a/.changeset/ai-chat-feature.md +++ b/.changeset/ai-chat-feature.md @@ -5,8 +5,11 @@ Add AI chat assistant with RAG-powered documentation search - Add AskAnything component for homepage chat input -- Add ChatWidget floating chat button for all pages +- Add ChatWidget floating chat button component +- Add dedicated chat page with conversation history - Add chat API endpoint with Google Gemini integration - Add Upstash Vector for semantic search -- Auto-index content on build -- Add index-content:watch script for development +- Add index-content scripts for development and production +- Fix: XSS protection for AI-generated markdown links +- Fix: Proper SSE format for streaming responses +- Fix: Initialization guards for event listeners diff --git a/.gitignore b/.gitignore index a9c2bc3..73327c6 100644 --- a/.gitignore +++ b/.gitignore @@ -1,11 +1,13 @@ # build output dist/ +template/dist/ # generated types .astro/ # dependencies node_modules/ +template/node_modules/ # logs npm-debug.log* diff --git a/README.md b/README.md index 2b0320e..dd26831 100644 --- a/README.md +++ b/README.md @@ -309,7 +309,7 @@ GOOGLE_GENERATIVE_AI_API_KEY=your_key_here ### Components - **AskAnything**: Homepage input for starting a chat -- **ChatWidget**: Floating chat button available on all pages +- **ChatWidget**: Floating chat button (can be added to any layout) ## Storybook (Optional) diff --git a/package.json b/package.json index 0c41501..581bd4a 100644 --- a/package.json +++ b/package.json @@ -12,8 +12,8 @@ ], "scripts": { "dev": "astro dev", - "build": "pnpm run index-content && astro build && pagefind --site dist", - "build:no-index": "astro build && pagefind --site dist", + "build": "astro build && pagefind --site dist", + "build:with-index": "pnpm run index-content && astro build && pagefind --site dist", "preview": "astro preview", "astro": "astro", "test": "vitest run", @@ -42,14 +42,12 @@ "author": "", "license": "MIT", "dependencies": { - "@ai-sdk/google": "^1.2.22", "@astrojs/check": "^0.9.6", "@astrojs/mdx": "^4.3.13", "@astrojs/vercel": "^8.0.0", "@google/generative-ai": "^0.21.0", "@tailwindcss/vite": "^4.1.18", "@upstash/vector": "^1.1.0", - "ai": "^4.3.19", "astro": "^5.16.11", "dotenv": "^16.4.0", "fs-extra": "^11.2.0", diff --git a/scripts/index-content.ts b/scripts/index-content.ts index 4294ca9..aadc078 100644 --- a/scripts/index-content.ts +++ b/scripts/index-content.ts @@ -235,7 +235,7 @@ async function main() { const vectors = batch.map((chunk) => ({ id: chunk.id, data: chunk.content, - metadata: chunk.metadata, + metadata: chunk.metadata as unknown as Record, })); await vectorIndex.upsert(vectors); diff --git a/scripts/index-watch.ts b/scripts/index-watch.ts index 1e161e0..862abfa 100644 --- a/scripts/index-watch.ts +++ b/scripts/index-watch.ts @@ -8,7 +8,7 @@ import path from 'node:path'; import { fileURLToPath } from 'node:url'; import matter from 'gray-matter'; import { Index } from '@upstash/vector'; -import type { Frontmatter, ChunkSection, VectorMetadata } from '../template/src/types/chat'; +import type { Frontmatter, ChunkSection } from '../template/src/types/chat'; import { INDEXING } from '../template/src/types/constants'; const __dirname = path.dirname(fileURLToPath(import.meta.url)); @@ -118,7 +118,7 @@ async function indexFile(filePath: string): Promise { url, collection, description: frontmatter.description as string | undefined, - } as VectorMetadata, + } as Record, })); if (vectors.length > 0) { @@ -130,13 +130,18 @@ async function indexFile(filePath: string): Promise { async function deleteFileFromIndex(filePath: string): Promise { const url = getUrlFromPath(filePath); + const maxChunks = 100; // Support up to 100 chunks per document + const idsToDelete: string[] = []; - for (let i = 0; i < 20; i++) { - try { - await vectorIndex.delete(`${url}-${i}`); - } catch { - break; - } + for (let i = 0; i < maxChunks; i++) { + idsToDelete.push(`${url}-${i}`); + } + + // Delete in batches, ignoring errors for non-existent IDs + try { + await vectorIndex.delete(idsToDelete); + } catch { + // Some IDs may not exist, which is expected } console.log(`[${new Date().toLocaleTimeString()}] Removed from index: ${path.relative(contentDir, filePath)}`); diff --git a/template/src/components/AskAnything.astro b/template/src/components/AskAnything.astro index 6453afc..45b06e0 100644 --- a/template/src/components/AskAnything.astro +++ b/template/src/components/AskAnything.astro @@ -54,6 +54,8 @@ const { diff --git a/template/src/components/ChatWidget.astro b/template/src/components/ChatWidget.astro index 5045936..83a1ccf 100644 --- a/template/src/components/ChatWidget.astro +++ b/template/src/components/ChatWidget.astro @@ -129,10 +129,19 @@ import { CHAT } from '@/types/constants'; return wrapper; } + function sanitizeUrl(url) { + if (!url) return ''; + var trimmed = url.trim().toLowerCase(); + if (trimmed.startsWith('javascript:') || trimmed.startsWith('data:') || trimmed.startsWith('vbscript:')) { + return ''; + } + return url; + } + function parseMarkdown(text) { if (!text) return ''; - let html = text + var html = text .replace(/&/g, '&') .replace(//g, '>'); @@ -144,7 +153,11 @@ import { CHAT } from '@/types/constants'; html = html.replace(/`([^`]+)`/g, '$1'); html = html.replace(/\*\*([^*]+)\*\*/g, '$1'); html = html.replace(/\*([^*]+)\*/g, '$1'); - html = html.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1'); + html = html.replace(/\[([^\]]+)\]\(([^)]+)\)/g, function(_, linkText, url) { + var safeUrl = sanitizeUrl(url); + if (!safeUrl) return linkText; + return '' + linkText + ''; + }); html = html.replace(/\n/g, '
'); return html; @@ -219,21 +232,14 @@ import { CHAT } from '@/types/constants'; const chunk = decoder.decode(value); const lines = chunk.split('\n'); - for (const line of lines) { + for (var i = 0; i < lines.length; i++) { + var line = lines[i]; if (!line.trim()) continue; + if (line === 'data: [DONE]') continue; - if (line.startsWith('0:')) { - try { - const text = JSON.parse(line.slice(2)); - fullContent += text; - if (textElement) { - textElement.innerHTML = parseMarkdown(fullContent); - } - scrollToBottom(); - } catch (e) {} - } else if (line.startsWith('data: ')) { + if (line.startsWith('data: ')) { try { - const data = JSON.parse(line.slice(6)); + var data = JSON.parse(line.slice(6)); if (data.type === 'text-delta' && data.textDelta) { fullContent += data.textDelta; if (textElement) { @@ -261,16 +267,21 @@ import { CHAT } from '@/types/constants'; } } + var INIT_FLAG = '__chatWidgetInitialized'; + function initChat() { + if (window[INIT_FLAG]) return; + window[INIT_FLAG] = true; + if (abortController) { abortController.abort(); } - const trigger = document.getElementById('chat-trigger'); - const backdrop = document.getElementById('chat-backdrop'); - const closeBtn = document.getElementById('chat-close'); - const form = document.getElementById('chat-form'); - const input = document.getElementById('chat-input'); + var trigger = document.getElementById('chat-trigger'); + var backdrop = document.getElementById('chat-backdrop'); + var closeBtn = document.getElementById('chat-close'); + var form = document.getElementById('chat-form'); + var input = document.getElementById('chat-input'); if (trigger) trigger.addEventListener('click', openModal); if (backdrop) backdrop.addEventListener('click', closeModal); @@ -284,14 +295,19 @@ import { CHAT } from '@/types/constants'; } document.addEventListener('keydown', function(e) { - const modal = document.getElementById('chat-modal'); + var modal = document.getElementById('chat-modal'); if (e.key === 'Escape' && modal && !modal.classList.contains('hidden')) { closeModal(); } }); } + function reset() { + window[INIT_FLAG] = false; + initChat(); + } + initChat(); - document.addEventListener('astro:page-load', initChat); + document.addEventListener('astro:page-load', reset); })(); diff --git a/template/src/components/Hero.astro b/template/src/components/Hero.astro index 9cddf67..c57bf61 100644 --- a/template/src/components/Hero.astro +++ b/template/src/components/Hero.astro @@ -1,6 +1,5 @@ --- import Cloud from './Cloud.astro'; -import Button from './Button.astro'; import type { HeroProps } from '@/types'; import { DEFAULTS } from '@/types/constants'; @@ -9,8 +8,6 @@ const { title, highlightedText, description, - buttonText = DEFAULTS.HERO.buttonText, - buttonHref = DEFAULTS.HERO.buttonHref, } = Astro.props as HeroProps; --- diff --git a/template/src/pages/api/chat.ts b/template/src/pages/api/chat.ts index ee71dda..9044958 100644 --- a/template/src/pages/api/chat.ts +++ b/template/src/pages/api/chat.ts @@ -6,12 +6,18 @@ import { CHAT, SITE_TITLE } from '@/types/constants'; export const prerender = false; -const vectorIndex = new Index({ - url: import.meta.env.UPSTASH_VECTOR_REST_URL, - token: import.meta.env.UPSTASH_VECTOR_REST_TOKEN, -}); +function getVectorIndex(): Index | null { + const url = import.meta.env.UPSTASH_VECTOR_REST_URL; + const token = import.meta.env.UPSTASH_VECTOR_REST_TOKEN; -async function searchSimilarContent(query: string, topK: number = CHAT.VECTOR_TOP_K): Promise { + if (!url || !token) { + return null; + } + + return new Index({ url, token }); +} + +async function searchSimilarContent(vectorIndex: Index, query: string, topK: number = CHAT.VECTOR_TOP_K): Promise { const results = await vectorIndex.query({ data: query, topK, @@ -20,9 +26,10 @@ async function searchSimilarContent(query: string, topK: number = CHAT.VECTOR_TO }); return results.map((result) => { - const metadata = result.metadata as VectorMetadata; + const metadata = result.metadata as unknown as VectorMetadata; + const chunkContent = typeof result.data === 'string' ? result.data : ''; return { - content: `Title: ${metadata.title}\nSection: ${metadata.section}\nURL: ${metadata.url}`, + content: chunkContent || `Title: ${metadata.title}\nSection: ${metadata.section}\nURL: ${metadata.url}`, title: metadata.title, section: metadata.section, url: metadata.url, @@ -65,6 +72,16 @@ export const POST: APIRoute = async ({ request }) => { }); } + const vectorIndex = getVectorIndex(); + if (!vectorIndex) { + return new Response(JSON.stringify({ + error: 'Upstash Vector credentials are not configured' + }), { + status: 500, + headers: { 'Content-Type': 'application/json' }, + }); + } + const { message, history = [] } = await request.json(); if (!message || typeof message !== 'string') { @@ -74,7 +91,7 @@ export const POST: APIRoute = async ({ request }) => { }); } - const contexts = await searchSimilarContent(message); + const contexts = await searchSimilarContent(vectorIndex, message); const systemPrompt = buildSystemPrompt(contexts); const genAI = new GoogleGenerativeAI(apiKey); @@ -98,9 +115,10 @@ export const POST: APIRoute = async ({ request }) => { for await (const chunk of result.stream) { const text = chunk.text(); if (text) { - controller.enqueue(encoder.encode(`0:${JSON.stringify(text)}\n`)); + controller.enqueue(encoder.encode(`data: ${JSON.stringify({ type: 'text-delta', textDelta: text })}\n\n`)); } } + controller.enqueue(encoder.encode(`data: [DONE]\n\n`)); controller.close(); } catch (streamError) { console.error('Stream error:', streamError); diff --git a/template/src/pages/chat/[uid].astro b/template/src/pages/chat/[uid].astro index 0ff8563..9e88875 100644 --- a/template/src/pages/chat/[uid].astro +++ b/template/src/pages/chat/[uid].astro @@ -125,10 +125,19 @@ const { uid } = Astro.params; return wrapper; } + function sanitizeUrl(url) { + if (!url) return ''; + var trimmed = url.trim().toLowerCase(); + if (trimmed.startsWith('javascript:') || trimmed.startsWith('data:') || trimmed.startsWith('vbscript:')) { + return ''; + } + return url; + } + function parseMarkdown(text) { if (!text) return ''; - let html = text + var html = text .replace(/&/g, '&') .replace(//g, '>'); @@ -147,8 +156,12 @@ const { uid } = Astro.params; // Italic html = html.replace(/\*([^*]+)\*/g, '$1'); - // Links - html = html.replace(/\[([^\]]+)\]\(([^)]+)\)/g, '$1'); + // Links - with URL sanitization + html = html.replace(/\[([^\]]+)\]\(([^)]+)\)/g, function(_, linkText, url) { + var safeUrl = sanitizeUrl(url); + if (!safeUrl) return linkText; + return '' + linkText + ''; + }); // Line breaks html = html.replace(/\n/g, '
'); @@ -172,14 +185,10 @@ const { uid } = Astro.params; function setLoading(loading) { isStreaming = loading; - const submitBtn = document.getElementById('chat-submit'); - const sendIcon = document.getElementById('send-icon'); - const loadingIcon = document.getElementById('loading-icon'); - const input = document.getElementById('chat-input'); + var submitBtn = document.getElementById('chat-submit'); + var input = document.getElementById('chat-input'); if (submitBtn) submitBtn.disabled = loading; - if (sendIcon) sendIcon.classList.toggle('hidden', loading); - if (loadingIcon) loadingIcon.classList.toggle('hidden', !loading); if (input) input.disabled = loading; } @@ -249,17 +258,21 @@ const { uid } = Astro.params; const chunk = decoder.decode(value); const lines = chunk.split('\n'); - for (const line of lines) { + for (var i = 0; i < lines.length; i++) { + var line = lines[i]; if (!line.trim()) continue; + if (line === 'data: [DONE]') continue; - if (line.startsWith('0:')) { + if (line.startsWith('data: ')) { try { - const text = JSON.parse(line.slice(2)); - fullContent += text; - if (textElement) { - textElement.innerHTML = parseMarkdown(fullContent); + var data = JSON.parse(line.slice(6)); + if (data.type === 'text-delta' && data.textDelta) { + fullContent += data.textDelta; + if (textElement) { + textElement.innerHTML = parseMarkdown(fullContent); + } + scrollToBottom(); } - scrollToBottom(); } catch (e) { // Skip malformed JSON } diff --git a/template/src/types/components.ts b/template/src/types/components.ts index f227c3f..878edb5 100644 --- a/template/src/types/components.ts +++ b/template/src/types/components.ts @@ -3,8 +3,6 @@ export interface HeroProps { title: string; highlightedText?: string; description: string; - buttonText?: string; - buttonHref?: string; } export interface CalloutProps { diff --git a/template/src/types/constants.ts b/template/src/types/constants.ts index 619271c..a806667 100644 --- a/template/src/types/constants.ts +++ b/template/src/types/constants.ts @@ -166,4 +166,4 @@ export const CHAT_ROLES = { model: 'model', } as const; -export type ChatRole = 'user' | 'assistant'; +export type ChatRole = (typeof CHAT_ROLES)[keyof typeof CHAT_ROLES]; From 93391bf5f3d2fa1d4588ede17858dd3890c0f45b Mon Sep 17 00:00:00 2001 From: Sithumli Nanayakkara Date: Wed, 25 Mar 2026 22:39:05 +0530 Subject: [PATCH 3/4] feat: remove unused AI SDK dependencies from pnpm-lock.yaml --- pnpm-lock.yaml | 157 ------------------------------------------------- 1 file changed, 157 deletions(-) diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml index d03680e..a5bed2f 100644 --- a/pnpm-lock.yaml +++ b/pnpm-lock.yaml @@ -8,9 +8,6 @@ importers: .: dependencies: - 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optionalDependencies: - zod: 3.25.76 - - '@ai-sdk/ui-utils@1.2.11(zod@3.25.76)': - dependencies: - '@ai-sdk/provider': 1.1.3 - '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76) - zod: 3.25.76 - zod-to-json-schema: 3.25.1(zod@3.25.76) - '@astrojs/check@0.9.6(prettier@3.8.1)(typescript@5.9.3)': dependencies: '@astrojs/language-server': 2.16.3(prettier@3.8.1)(typescript@5.9.3) @@ -4533,8 +4416,6 @@ snapshots: '@nodelib/fs.scandir': 2.1.5 fastq: 1.20.1 - '@opentelemetry/api@1.9.0': {} - '@oslojs/encoding@1.1.0': {} '@pagefind/darwin-arm64@1.4.0': @@ -5005,8 +4886,6 @@ snapshots: '@types/deep-eql@4.0.2': {} - '@types/diff-match-patch@1.0.36': {} - '@types/estree-jsx@1.0.5': dependencies: '@types/estree': 1.0.8 @@ -5240,18 +5119,6 @@ snapshots: agent-base@7.1.4: {} - ai@4.3.19(react@19.2.3)(zod@3.25.76): - dependencies: - '@ai-sdk/provider': 1.1.3 - '@ai-sdk/provider-utils': 2.2.8(zod@3.25.76) - '@ai-sdk/react': 1.2.12(react@19.2.3)(zod@3.25.76) - '@ai-sdk/ui-utils': 1.2.11(zod@3.25.76) - '@opentelemetry/api': 1.9.0 - jsondiffpatch: 0.6.0 - zod: 3.25.76 - optionalDependencies: - react: 19.2.3 - ajv-draft-04@1.0.0(ajv@8.17.1): optionalDependencies: ajv: 8.17.1 @@ -5646,8 +5513,6 @@ snapshots: dependencies: dequal: 2.0.3 - diff-match-patch@1.0.5: {} - diff@8.0.3: {} dir-glob@3.0.1: @@ -6298,18 +6163,10 @@ snapshots: json-schema-traverse@1.0.0: {} - json-schema@0.4.0: {} - jsonc-parser@2.3.1: {} jsonc-parser@3.3.1: {} - jsondiffpatch@0.6.0: - dependencies: - '@types/diff-match-patch': 1.0.36 - chalk: 5.6.2 - diff-match-patch: 1.0.5 - jsonfile@4.0.0: optionalDependencies: graceful-fs: 4.2.11 @@ -7325,8 +7182,6 @@ snapshots: extend-shallow: 2.0.1 kind-of: 6.0.3 - secure-json-parse@2.7.0: {} - semver@7.7.3: {} set-function-length@1.2.2: @@ -7491,12 +7346,6 @@ snapshots: picocolors: 1.1.1 sax: 1.4.4 - swr@2.4.1(react@19.2.3): - dependencies: - dequal: 2.0.3 - react: 19.2.3 - use-sync-external-store: 1.6.0(react@19.2.3) - tailwindcss@4.1.18: {} tapable@2.3.0: {} @@ -7511,8 +7360,6 @@ snapshots: term-size@2.2.1: {} - throttleit@2.1.0: {} - tiny-inflate@1.0.3: {} tiny-invariant@1.3.3: {} @@ -7670,10 +7517,6 @@ snapshots: punycode: 2.3.1 optional: true - use-sync-external-store@1.6.0(react@19.2.3): - dependencies: - react: 19.2.3 - util@0.12.5: dependencies: inherits: 2.0.4 From aa31e2622bc2589035e502b9e3cc3bd04052c499 Mon Sep 17 00:00:00 2001 From: Sithumli Nanayakkara Date: Wed, 25 Mar 2026 23:11:06 +0530 Subject: [PATCH 4/4] feat: implement rate limit handling and improved error messages in chat functionality --- template/src/components/ChatWidget.astro | 9 +++++- template/src/pages/api/chat.ts | 41 ++++++++++++++++++++---- template/src/pages/chat/[uid].astro | 11 ++++++- template/src/types/constants.ts | 3 +- 4 files changed, 54 insertions(+), 10 deletions(-) diff --git a/template/src/components/ChatWidget.astro b/template/src/components/ChatWidget.astro index 83a1ccf..49433c2 100644 --- a/template/src/components/ChatWidget.astro +++ b/template/src/components/ChatWidget.astro @@ -218,6 +218,10 @@ import { CHAT } from '@/types/constants'; }); if (!response.ok) { + if (response.status === 429) { + const data = await response.json(); + throw new Error(data.message || "I've reached my daily limit. Please try again tomorrow!"); + } throw new Error('Failed to get response'); } @@ -255,12 +259,15 @@ import { CHAT } from '@/types/constants'; if (fullContent) { chatHistory.push({ role: 'assistant', content: fullContent }); } + scrollToBottom(); } catch (error) { if (error.name === 'AbortError') return; console.error('Chat error:', error); + const errorMessage = error instanceof Error ? error.message : 'Sorry, an error occurred. Please try again.'; if (textElement) { - textElement.innerHTML = 'Sorry, an error occurred. Please try again.'; + textElement.innerHTML = '' + errorMessage + ''; } + scrollToBottom(); } finally { setLoading(false); abortController = null; diff --git a/template/src/pages/api/chat.ts b/template/src/pages/api/chat.ts index 9044958..59076fe 100644 --- a/template/src/pages/api/chat.ts +++ b/template/src/pages/api/chat.ts @@ -95,18 +95,45 @@ export const POST: APIRoute = async ({ request }) => { const systemPrompt = buildSystemPrompt(contexts); const genAI = new GoogleGenerativeAI(apiKey); - const model = genAI.getGenerativeModel({ - model: CHAT.MODEL, - systemInstruction: systemPrompt, - }); - const chatHistory: GeminiMessage[] = history.map((msg: { role: string; content: string }) => ({ role: msg.role === 'assistant' ? 'model' : 'user', parts: [{ text: msg.content }], })); - const chat = model.startChat({ history: chatHistory }); - const result = await chat.sendMessageStream(message); + let result; + let lastError; + + for (const modelName of CHAT.MODELS) { + try { + const model = genAI.getGenerativeModel({ + model: modelName, + systemInstruction: systemPrompt, + }); + const chat = model.startChat({ history: chatHistory }); + result = await chat.sendMessageStream(message); + console.log(`Using model: ${modelName}`); + break; + } catch (error) { + lastError = error; + const errorMessage = error instanceof Error ? error.message : ''; + // Check for rate limit errors (429 or quota exceeded) + if (errorMessage.includes('429') || errorMessage.includes('quota') || errorMessage.includes('rate') || errorMessage.includes('RESOURCE_EXHAUSTED')) { + console.log(`Rate limited on ${modelName}, trying next...`); + continue; + } + throw error; + } + } + + if (!result) { + return new Response(JSON.stringify({ + error: 'rate_limit', + message: CHAT.RATE_LIMIT_MESSAGE, + }), { + status: 429, + headers: { 'Content-Type': 'application/json' }, + }); + } const encoder = new TextEncoder(); const stream = new ReadableStream({ diff --git a/template/src/pages/chat/[uid].astro b/template/src/pages/chat/[uid].astro index 9e88875..e6949fd 100644 --- a/template/src/pages/chat/[uid].astro +++ b/template/src/pages/chat/[uid].astro @@ -239,6 +239,10 @@ const { uid } = Astro.params; if (loadingMsg) loadingMsg.remove(); if (!response.ok) { + if (response.status === 429) { + const data = await response.json(); + throw new Error(data.message || "I've reached my daily limit. Please try again tomorrow!"); + } throw new Error('Failed to get response'); } @@ -284,13 +288,18 @@ const { uid } = Astro.params; if (fullContent) { chatHistory.push({ role: 'assistant', content: fullContent }); } + + // Final scroll to ensure complete message is visible + scrollToBottom(); } catch (error) { console.error('Chat error:', error); const loadingMsg = document.getElementById('loading-message'); if (loadingMsg) loadingMsg.remove(); - const errorMsg = createMessageElement('assistant', 'Sorry, an error occurred. Please try again.'); + const errorMessage = error instanceof Error ? error.message : 'Sorry, an error occurred. Please try again.'; + const errorMsg = createMessageElement('assistant', errorMessage); messagesContainer.appendChild(errorMsg); + scrollToBottom(); } finally { setLoading(false); // Focus input after response diff --git a/template/src/types/constants.ts b/template/src/types/constants.ts index a806667..47fc957 100644 --- a/template/src/types/constants.ts +++ b/template/src/types/constants.ts @@ -116,11 +116,12 @@ export const LAYOUT = { export const CHAT = { API_ENDPOINT: '/api/chat', - MODEL: 'gemini-2.5-flash', + MODELS: ['gemini-2.5-flash', 'gemini-2.5-flash-lite', 'gemini-3.0-flash'], VECTOR_TOP_K: 5, TEXTAREA_MAX_HEIGHT: 150, WELCOME_MESSAGE: "Hi! I'm your DocuBase assistant. Ask me anything about the documentation, components, or how to get started.", ASSISTANT_NAME: 'DocuBase Assistant', + RATE_LIMIT_MESSAGE: "I've reached my daily limit. Please try again tomorrow!", } as const; export const INDEXING = {