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2 Commits

Author SHA1 Message Date
Alex Yang 65958b2c2f ci: fix 2025-02-12 21:12:41 +08:00
Alex Yang 6f3bf1b91f chore: package.json repository url 2025-02-12 21:05:34 +08:00
379 changed files with 7053 additions and 18646 deletions
+16
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@@ -0,0 +1,16 @@
---
"@llamaindex/milvus": minor
"@llamaindex/qdrant": minor
"@llamaindex/next-node-runtime-test": minor
"@llamaindex/azure": minor
"@llamaindex/cloudflare-hono": minor
"@llamaindex/anthropic": minor
"@llamaindex/llamaindex-test": minor
"llamaindex": minor
"@llamaindex/core": minor
"@llamaindex/doc": minor
"@llamaindex/examples": minor
"@llamaindex/e2e": minor
---
Remove re-exports from llamaindex main package
+5
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@@ -0,0 +1,5 @@
---
"@llamaindex/doc": patch
---
docs: update chat engine docs
+5
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@@ -0,0 +1,5 @@
---
"@llamaindex/doc": patch
---
docs: update workflow doc
+6
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@@ -0,0 +1,6 @@
---
"@llamaindex/core": patch
"llamaindex": patch
---
feat: asChatEngine function for index
+7
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@@ -0,0 +1,7 @@
---
"llamaindex": minor
"@llamaindex/cloudflare-hono": patch
"@llamaindex/examples": patch
---
Remove deprecated ServiceContext
+8
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@@ -0,0 +1,8 @@
---
"llamaindex": minor
"@llamaindex/doc": minor
"@llamaindex/examples": minor
"@llamaindex/unit-test": minor
---
Remove readers package from llamaindex
-25
View File
@@ -98,7 +98,6 @@ jobs:
- nextjs-node-runtime
- waku-query-engine
- llama-parse-browser
- vite-import-llamaindex
runs-on: ubuntu-latest
name: Build LlamaIndex Example (${{ matrix.packages }})
steps:
@@ -117,30 +116,6 @@ jobs:
run: pnpm run build
working-directory: e2e/examples/${{ matrix.packages }}
size-limit:
runs-on: ubuntu-latest
if: github.event_name == 'pull_request'
name: Size Limit
steps:
- uses: actions/checkout@v4
- uses: pnpm/action-setup@v4
- name: Setup Node.js
uses: actions/setup-node@v4
with:
node-version-file: ".nvmrc"
cache: "pnpm"
- name: Install dependencies
run: pnpm install
- name: Build llamaindex
run: pnpm run build
- uses: andresz1/size-limit-action@94bc357df29c36c8f8d50ea497c3e225c3c95d1d
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
directory: e2e/examples/vite-import-llamaindex
skip_step: "install"
build_script: build
package_manager: pnpm
typecheck-examples:
runs-on: ubuntu-latest
-7
View File
@@ -41,15 +41,8 @@ pnpm install
### Build the packages
You'll need Turbo to build the packages. If you don't have it, you can run it with `pnpx`.
To build all packages, run:
```shell
# Build all packages
pnpx turbo build --filter "./packages/*"
# Or if you have turbo installed, you can run:
turbo build --filter "./packages/*"
```
-147
View File
@@ -1,152 +1,5 @@
# @llamaindex/doc
## 0.1.10
### Patch Changes
- Updated dependencies [aea550a]
- Updated dependencies [c1b5be5]
- Updated dependencies [40ee761]
- Updated dependencies [40ee761]
- @llamaindex/openai@0.1.60
- llamaindex@0.9.10
- @llamaindex/workflow@0.0.16
- @llamaindex/core@0.5.8
- @llamaindex/cloud@3.0.9
- @llamaindex/node-parser@1.0.8
- @llamaindex/readers@2.0.8
## 0.1.9
### Patch Changes
- 4bac71d: Support binding additional argument to function tool
- Updated dependencies [4bac71d]
- @llamaindex/core@0.5.7
- @llamaindex/cloud@3.0.8
- llamaindex@0.9.9
- @llamaindex/node-parser@1.0.7
- @llamaindex/openai@0.1.59
- @llamaindex/readers@2.0.7
- @llamaindex/workflow@0.0.15
## 0.1.8
### Patch Changes
- Updated dependencies [4b49428]
- Updated dependencies [bbc8c87]
- @llamaindex/workflow@0.0.14
- llamaindex@0.9.8
## 0.1.7
### Patch Changes
- Updated dependencies [beb922b]
- @llamaindex/core@0.5.6
- llamaindex@0.9.7
- @llamaindex/cloud@3.0.7
- @llamaindex/node-parser@1.0.6
- @llamaindex/openai@0.1.58
- @llamaindex/readers@2.0.6
- @llamaindex/workflow@0.0.13
## 0.1.6
### Patch Changes
- Updated dependencies [5668970]
- @llamaindex/core@0.5.5
- @llamaindex/workflow@0.0.12
- @llamaindex/cloud@3.0.6
- llamaindex@0.9.6
- @llamaindex/node-parser@1.0.5
- @llamaindex/openai@0.1.57
- @llamaindex/readers@2.0.5
## 0.1.5
### Patch Changes
- Updated dependencies [ad3c7f1]
- @llamaindex/core@0.5.4
- @llamaindex/cloud@3.0.5
- llamaindex@0.9.5
- @llamaindex/node-parser@1.0.4
- @llamaindex/openai@0.1.56
- @llamaindex/readers@2.0.4
## 0.1.4
### Patch Changes
- Updated dependencies [cb256f2]
- Updated dependencies [cb021e7]
- @llamaindex/openai@0.1.55
- @llamaindex/core@0.5.3
- llamaindex@0.9.4
- @llamaindex/cloud@3.0.4
- @llamaindex/node-parser@1.0.3
- @llamaindex/readers@2.0.3
## 0.1.3
### Patch Changes
- Updated dependencies [d952e68]
- @llamaindex/core@0.5.2
- @llamaindex/cloud@3.0.3
- llamaindex@0.9.3
- @llamaindex/node-parser@1.0.2
- @llamaindex/openai@0.1.54
- @llamaindex/readers@2.0.2
## 0.1.2
### Patch Changes
- Updated dependencies [c902fcb]
- Updated dependencies [88d776f]
- @llamaindex/cloud@3.0.2
- llamaindex@0.9.2
## 0.1.1
### Patch Changes
- Updated dependencies [6d37d44]
- llamaindex@0.9.1
- @llamaindex/cloud@3.0.1
- @llamaindex/core@0.5.1
- @llamaindex/node-parser@1.0.1
- @llamaindex/openai@0.1.53
- @llamaindex/readers@2.0.1
- @llamaindex/workflow@0.0.11
## 0.1.0
### Minor Changes
- 6a4a737: Remove re-exports from llamaindex main package
- f4588bc: Remove readers package from llamaindex
### Patch Changes
- c7c0800: fix: fumadoc build fail
- a87efb9: docs: update chat engine docs
- 7bd5d93: docs: update workflow doc
- Updated dependencies [6a4a737]
- Updated dependencies [d924c63]
- Updated dependencies [b490376]
- Updated dependencies [f4588bc]
- llamaindex@0.9.0
- @llamaindex/core@0.5.0
- @llamaindex/cloud@3.0.0
- @llamaindex/node-parser@1.0.0
- @llamaindex/openai@0.1.52
- @llamaindex/readers@2.0.0
## 0.0.41
### Patch Changes
+1 -8
View File
@@ -5,15 +5,8 @@ const withMDX = createMDX();
/** @type {import('next').NextConfig} */
const config = {
reactStrictMode: true,
eslint: {
ignoreDuringBuilds: true,
},
transpilePackages: ["monaco-editor"],
serverExternalPackages: [
"@huggingface/transformers",
"twoslash",
"typescript",
],
serverExternalPackages: ["@huggingface/transformers"],
webpack: (config, { isServer }) => {
if (Array.isArray(config.target) && config.target.includes("web")) {
config.target = ["web", "es2020"];
+26 -28
View File
@@ -1,19 +1,18 @@
{
"name": "@llamaindex/doc",
"version": "0.1.10",
"version": "0.0.41",
"private": true,
"scripts": {
"postinstall": "fumadocs-mdx",
"prebuild": "pnpm run build:docs",
"build": "next build",
"build": "pnpm run build:docs && next build",
"dev": "next dev",
"start": "next start",
"postbuild": "tsx scripts/post-build.mts",
"build:docs": "cross-env NODE_OPTIONS=\"--max-old-space-size=8192\" typedoc && tsx scripts/generate-docs.mts"
"postdev": "fumadocs-mdx",
"postbuild": "fumadocs-mdx && tsx scripts/post-build.mts",
"build:docs": "cross-env NODE_OPTIONS=\"--max-old-space-size=8192\" typedoc && node ./scripts/generate-docs.mjs"
},
"dependencies": {
"@icons-pack/react-simple-icons": "^10.1.0",
"@llamaindex/chat-ui": "0.2.0",
"@llamaindex/chat-ui": "0.0.9",
"@llamaindex/cloud": "workspace:*",
"@llamaindex/core": "workspace:*",
"@llamaindex/node-parser": "workspace:*",
@@ -28,35 +27,35 @@
"@radix-ui/react-slider": "^1.2.1",
"@radix-ui/react-slot": "^1.1.0",
"@radix-ui/react-tooltip": "^1.1.4",
"@scalar/api-client-react": "^1.1.25",
"@vercel/functions": "^1.5.0",
"ai": "^3.4.33",
"class-variance-authority": "^0.7.0",
"clsx": "2.1.1",
"foxact": "^0.2.41",
"framer-motion": "^11.11.17",
"fumadocs-core": "^15.0.15",
"fumadocs-docgen": "^2.0.0",
"fumadocs-mdx": "^11.5.6",
"fumadocs-openapi": "^6.3.0",
"fumadocs-twoslash": "^3.1.0",
"fumadocs-typescript": "^3.1.0",
"fumadocs-ui": "^15.0.15",
"fumadocs-core": "14.6.0",
"fumadocs-docgen": "1.3.2",
"fumadocs-mdx": "^11.1.2",
"fumadocs-openapi": "^5.8.2",
"fumadocs-twoslash": "^2.0.2",
"fumadocs-typescript": "^3.0.2",
"fumadocs-ui": "14.6.0",
"hast-util-to-jsx-runtime": "^2.3.2",
"llamaindex": "workspace:*",
"lucide-react": "^0.460.0",
"next": "^15.2.1",
"next": "15.0.3",
"next-themes": "^0.4.3",
"react": "^19.0.0",
"react-dom": "^19.0.0",
"react": "^18.3.1",
"react-dom": "^18.3.1",
"react-icons": "^5.3.0",
"react-monaco-editor": "^0.56.2",
"react-text-transition": "^3.1.0",
"react-use-measure": "^2.1.1",
"rehype-katex": "^7.0.1",
"remark-math": "^6.0.0",
"rimraf": "^6.0.1",
"shiki": "^3.1.0",
"shiki-magic-move": "^1.0.1",
"shiki": "1.23.1",
"shiki-magic-move": "^0.5.0",
"swr": "^2.2.5",
"tailwind-merge": "^2.5.2",
"tailwindcss-animate": "^1.0.7",
@@ -67,28 +66,27 @@
"zod": "^3.23.8"
},
"devDependencies": {
"@next/env": "^15.2.1",
"@tailwindcss/postcss": "^4.0.9",
"@next/env": "^15.0.3",
"@types/mdx": "^2.0.13",
"@types/node": "22.9.0",
"@types/react": "^19.0.10",
"@types/react-dom": "^19.0.4",
"@types/react": "^18.3.12",
"@types/react-dom": "^18.3.1",
"autoprefixer": "^10.4.20",
"cross-env": "^7.0.3",
"fast-glob": "^3.3.2",
"gray-matter": "^4.0.3",
"monaco-editor-webpack-plugin": "^7.1.0",
"postcss": "^8.5.3",
"postcss": "^8.4.49",
"raw-loader": "^4.0.2",
"remark": "^15.0.1",
"remark-gfm": "^4.0.0",
"remark-mdx": "^3.1.0",
"remark-stringify": "^11.0.0",
"tailwindcss": "^4.0.9",
"tsx": "^4.19.3",
"tailwindcss": "^3.4.15",
"tsx": "^4.19.2",
"typedoc": "0.27.4",
"typedoc-plugin-markdown": "^4.3.1",
"typedoc-plugin-merge-modules": "^6.1.0",
"typescript": "^5.7.3"
"typescript": "^5.7.2"
}
}
+6
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@@ -0,0 +1,6 @@
module.exports = {
plugins: {
tailwindcss: {},
autoprefixer: {},
},
};
-5
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@@ -1,5 +0,0 @@
export default {
plugins: {
"@tailwindcss/postcss": {},
},
};
@@ -1,7 +1,8 @@
import { generateFiles as openapiGenerateFiles } from "fumadocs-openapi";
import { generateFiles as typescriptGenerateFiles } from "fumadocs-typescript";
import * as OpenAPI from "fumadocs-openapi";
import { generateFiles } from "fumadocs-typescript";
import fs from "node:fs";
import * as path from "node:path";
import { fileURLToPath } from "node:url";
import { rimrafSync } from "rimraf";
const out = "./src/content/docs/cloud/api";
@@ -14,23 +15,28 @@ rimrafSync(out, {
},
});
void openapiGenerateFiles({
input: ["../../packages/cloud/openapi.json"],
output: "./src/content/docs/cloud/api",
void OpenAPI.generateFiles({
input: [
fileURLToPath(
new URL("../../../packages/cloud/openapi.json", import.meta.url),
),
],
output: out,
groupBy: "tag",
});
void typescriptGenerateFiles({
void generateFiles({
input: ["./src/content/docs/api/**/*.mdx"],
output: (file) => path.resolve(path.dirname(file), path.basename(file)),
transformOutput,
});
function transformOutput(filePath: string, content: string) {
function transformOutput(filePath, content) {
const fileName = path.basename(filePath);
let title = fileName.split(".")[0];
let pageContent = content;
if (title === "index") title = "LlamaIndex API Reference";
return `---\ntitle: ${title}\n---\n\n${transformAbsoluteUrl(content, filePath)}`;
return `---\ntitle: ${title}\n---\n\n${transformAbsoluteUrl(pageContent, filePath)}`;
}
/**
@@ -40,17 +46,20 @@ function transformOutput(filePath: string, content: string) {
* [text](BaseVectorStore.mdx#constructors) -> [text](/docs/api/classes/BaseVectorStore#constructors)
* [text](TaskStep.mdx) -> [text](/docs/api/type-aliases/TaskStep)
*/
function transformAbsoluteUrl(content: string, filePath: string) {
function transformAbsoluteUrl(content, filePath) {
const group = path.dirname(filePath).split(path.sep).pop();
return content.replace(/\]\(([^)]+)\.mdx([^)]*)\)/g, (_, slug, anchor) => {
const slugParts = slug.split("/");
const fileName = slugParts[slugParts.length - 1];
const fileGroup = slugParts[slugParts.length - 2] ?? group;
const result = ["/docs/api", fileGroup, fileName, anchor]
.filter(Boolean)
.join("/");
return `](${result})`;
});
return content.replace(
/\]\(([^)]+)\.mdx([^)]*)\)/g,
(match, slug, anchor) => {
const slugParts = slug.split("/");
const fileName = slugParts[slugParts.length - 1];
const fileGroup = slugParts[slugParts.length - 2] ?? group;
const result = ["/docs/api", fileGroup, fileName, anchor]
.filter(Boolean)
.join("/");
return `](${result})`;
},
);
}
// append meta.json for API page
+1 -5
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@@ -4,8 +4,4 @@ import { updateLlamaCloud } from "./update-llamacloud.mjs";
env.loadEnvConfig(process.cwd());
if (process.env.VERCEL_ENV === "production") {
updateLlamaCloud().catch((error) => {
console.error(error);
});
}
await updateLlamaCloud();
+7 -4
View File
@@ -1,7 +1,11 @@
import { upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut } from "@llamaindex/cloud/api";
import fg from "fast-glob";
import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
import { remarkAutoTypeTable } from "fumadocs-typescript";
import {
fileGenerator,
remarkDocGen,
remarkInstall,
typescriptGenerator,
} from "fumadocs-docgen";
import matter from "gray-matter";
import * as fs from "node:fs/promises";
import path, { relative } from "node:path";
@@ -17,8 +21,7 @@ async function processContent(content: string): Promise<string> {
const file = await remark()
.use(remarkMdx)
.use(remarkGfm)
.use(remarkAutoTypeTable)
.use(remarkDocGen, { generators: [fileGenerator()] })
.use(remarkDocGen, { generators: [typescriptGenerator(), fileGenerator()] })
.use(remarkInstall, { persist: { id: "package-manager" } })
.use(remarkStringify)
.process(content);
+2 -7
View File
@@ -2,11 +2,10 @@ import { rehypeCodeDefaultOptions } from "fumadocs-core/mdx-plugins";
import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
import { defineConfig, defineDocs } from "fumadocs-mdx/config";
import { transformerTwoslash } from "fumadocs-twoslash";
import { createFileSystemTypesCache } from "fumadocs-twoslash/cache-fs";
import rehypeKatex from "rehype-katex";
import remarkMath from "remark-math";
export const docs = defineDocs({
export const { docs, meta } = defineDocs({
dir: "./src/content/docs",
});
@@ -21,11 +20,7 @@ export default defineConfig({
},
transformers: [
...(rehypeCodeDefaultOptions.transformers ?? []),
transformerTwoslash({
typesCache: createFileSystemTypesCache({
dir: ".next/cache/twoslash",
}),
}),
transformerTwoslash(),
{
name: "transformers:remove-notation-escape",
code(hast) {
+16 -17
View File
@@ -8,7 +8,7 @@ import {
} from "@/components/infinite-providers";
import { MagicMove } from "@/components/magic-move";
import { NpmInstall } from "@/components/npm-install";
import { Supports } from "@/components/supports";
import { TextEffect } from "@/components/text-effect";
import { Button } from "@/components/ui/button";
import { Skeleton } from "@/components/ui/skeleton";
import { LEGACY_DOCUMENT_URL } from "@/lib/const";
@@ -24,18 +24,18 @@ import { Suspense } from "react";
export default function HomePage() {
return (
<main className="container mx-auto px-4 py-12">
<h1 className="mb-4 text-center text-4xl font-bold md:text-6xl">
<h1 className="text-4xl md:text-6xl font-bold text-center mb-4">
Build context-augmented web apps using
<br /> <span className="text-blue-500">LlamaIndex.TS</span>
</h1>
<p className="text-fd-muted-foreground mb-12 text-center text-xl">
<p className="text-xl text-center text-fd-muted-foreground mb-12 ">
LlamaIndex.TS is the JS/TS version of{" "}
<a href="https://llamaindex.ai">LlamaIndex</a>, the framework for
building agentic generative AI applications connected to your data.
</p>
<div className="text-fd-muted-foreground mb-12 text-center text-lg">
<div className="text-center text-lg text-fd-muted-foreground mb-12">
<span>Designed for building web applications in </span>
<Supports />
<TextEffect />
</div>
<div className="flex flex-wrap justify-center gap-4">
@@ -125,20 +125,19 @@ const response = await agent.chat({
description="Truly powerful retrieval-augmented generation applications use agentic techniques, and LlamaIndex.TS makes it easy to build them."
>
<CodeBlock
code={`import { agent } from "llamaindex";
import { OpenAI } from "@llamaindex/openai";
code={`import { FunctionTool } from "llamaindex";
import { OpenAIAgent } from "@llamaindex/openai";
// using a previously created LlamaIndex index to query information from
const queryTool = index.queryTool();
const interpreterTool = FunctionTool.from(...);
const systemPrompt = \`...\`;
const agent = agent({
llm: new OpenAI({
model: "gpt-4o",
}),
tools: [queryTool],
const agent = new OpenAIAgent({
llm,
tools: [interpreterTool],
systemPrompt,
});
await agent.run('...');`}
await agent.chat('...');`}
lang="ts"
/>
</Feature>
@@ -150,13 +149,13 @@ await agent.run('...');`}
>
<div className="mt-8 flex flex-col gap-8">
<div>
<h3 className="text-fd-muted-foreground mb-2 text-lg font-semibold">
<h3 className="text-lg font-semibold text-fd-muted-foreground mb-2">
LLMs
</h3>
<InfiniteLLMProviders />
</div>
<div>
<h3 className="text-fd-muted-foreground mb-2 text-lg font-semibold">
<h3 className="text-lg font-semibold text-fd-muted-foreground mb-2">
Vector Stores
</h3>
<InfiniteVectorStoreProviders />
+11
View File
@@ -0,0 +1,11 @@
import { LEGACY_DOCUMENT_URL } from "@/lib/const";
import { redirect } from "next/navigation";
export default async function Page(props: {
params: Promise<{
any: string[];
}>;
}) {
const path = await props.params.then(({ any }) => any.join("/"));
return redirect(new URL(path, LEGACY_DOCUMENT_URL).toString());
}
+1 -4
View File
@@ -13,8 +13,6 @@ import { notFound } from "next/navigation";
const { AutoTypeTable } = createTypeTable();
export const revalidate = false;
export default async function Page(props: {
params: Promise<{ slug?: string[] }>;
}) {
@@ -28,10 +26,10 @@ export default async function Page(props: {
<DocsPage
toc={page.data.toc}
full={page.data.full}
lastUpdate={page.data.lastModified}
editOnGithub={{
owner: "run-llama",
repo: "LlamaIndexTS",
sha: "main",
path: `apps/next/src/content/docs/${page.file.path}`,
}}
>
@@ -66,7 +64,6 @@ export async function generateMetadata(props: {
return createMetadata(
metadataImage.withImage(page.slugs, {
metadataBase: new URL("https://ts.llamaindex.ai"),
title: page.data.title,
description: page.data.description,
openGraph: {
+1 -1
View File
@@ -22,7 +22,7 @@ export default function Layout({ children }: { children: ReactNode }) {
variant: "secondary",
size: "xs",
className:
"text-fd-muted-foreground ms-2 gap-1.5 rounded-full px-2 md:flex-1",
"md:flex-1 px-2 ms-2 gap-1.5 text-fd-muted-foreground rounded-full",
}),
)}
>
+40 -11
View File
@@ -1,13 +1,6 @@
@import "tailwindcss";
@import "fumadocs-ui/css/neutral.css";
@import "fumadocs-ui/css/preset.css";
@import "../../node_modules/fumadocs-twoslash/dist/twoslash.css";
@plugin "tailwindcss-animate";
@source '../../node_modules/fumadocs-ui/dist/**/*.js';
@source "../../node_modules/fumadocs-openapi/dist/**/*.js",
@source '../../node_modules/@llamaindex/chat-ui/dist/**/*.js';
@config "../../tailwind.config.mjs";
@tailwind base;
@tailwind components;
@tailwind utilities;
@layer base {
:root {
--page-max-width: 1840px;
@@ -53,7 +46,6 @@
--chart-5: 27 87% 67%;
--radius: 0.5rem;
}
.dark {
--color-neutral-000: #0e0c15;
--color-neutral-100: #252134;
@@ -95,3 +87,40 @@
--chart-5: 340 75% 55%;
}
}
@layer base {
* {
@apply border-border;
}
body {
@apply bg-background text-foreground;
}
/*
* Override default styles for Markdown
*/
.prose
:where(blockquote):not(
:where([class~="not-prose"], [class~="not-prose"] *)
) {
font-style: normal !important;
}
.prose
:where(blockquote p:first-of-type):not(
:where([class~="not-prose"], [class~="not-prose"] *)
):before {
content: none !important;
}
.prose
:where(blockquote p:first-of-type):not(
:where([class~="not-prose"], [class~="not-prose"] *)
):after {
content: none !important;
}
.prose
:where(code):not(:where([class~="not-prose"], [class~="not-prose"] *)) {
@apply text-blue-600 !important;
}
}
+1 -1
View File
@@ -32,7 +32,7 @@ export default function Layout({ children }: { children: ReactNode }) {
href="/favicon-16x16.png"
/>
</head>
<body className="flex min-h-screen flex-col">
<body className="flex flex-col min-h-screen">
<TooltipProvider>
<AIProvider>
<RootProvider>{children}</RootProvider>
-62
View File
@@ -1,62 +0,0 @@
import fg from "fast-glob";
import { fileGenerator, remarkDocGen, remarkInstall } from "fumadocs-docgen";
import { remarkInclude } from "fumadocs-mdx/config";
import { remarkAutoTypeTable } from "fumadocs-typescript";
import matter from "gray-matter";
import * as fs from "node:fs/promises";
import path from "node:path";
import { remark } from "remark";
import remarkGfm from "remark-gfm";
import remarkMdx from "remark-mdx";
import remarkStringify from "remark-stringify";
export const revalidate = false;
export async function GET() {
const files = await fg([
"./src/content/docs/**/*.mdx",
// remove generated openapi files
"!./src/content/docs/cloud/api/**/*",
]);
const scan = files.map(async (file) => {
const fileContent = await fs.readFile(file);
const { content, data } = matter(fileContent.toString());
const dir = path.dirname(file).split(path.sep).at(4);
const category = {
llamaindex: "LlamaIndexTS Framework",
api: "LlamaIndexTS API",
cloud: "LlamaCloud Service",
}[dir ?? ""];
const processed = await processContent(file, content);
return `file: ${file}
# ${category}: ${data.title}
${data.description}
${processed}`;
});
const scanned = await Promise.all(scan);
return new Response(scanned.join("\n\n"));
}
async function processContent(path: string, content: string): Promise<string> {
const file = await remark()
.use(remarkMdx)
.use(remarkInclude)
.use(remarkGfm)
.use(remarkAutoTypeTable)
.use(remarkDocGen, { generators: [fileGenerator()] })
.use(remarkInstall, { persist: { id: "package-manager" } })
.use(remarkStringify)
.process({
path,
value: content,
});
return String(file);
}
+5 -5
View File
@@ -45,13 +45,13 @@ export const AITrigger = (props: AITriggerProps) => {
<Dialog>
<DialogTrigger {...props} />
<DialogPortal>
<DialogOverlay className="bg-fd-background/50 data-[state=closed]:animate-fd-fade-out data-[state=open]:animate-fd-fade-in fixed inset-0 z-50 backdrop-blur-sm" />
<DialogOverlay className="fixed inset-0 z-50 bg-fd-background/50 backdrop-blur-sm data-[state=closed]:animate-fd-fade-out data-[state=open]:animate-fd-fade-in" />
<DialogContent
onOpenAutoFocus={(e) => {
document.getElementById("nd-ai-input")?.focus();
e.preventDefault();
}}
className="bg-fd-popover text-fd-popover-foreground data-[state=closed]:animate-fd-dialog-out data-[state=open]:animate-fd-dialog-in fixed left-1/2 z-50 my-[5vh] flex max-h-[90dvh] w-[98vw] max-w-[860px] origin-left -translate-x-1/2 flex-col rounded-lg border shadow-lg focus-visible:outline-none"
className="fixed left-1/2 z-50 my-[5vh] flex max-h-[90dvh] w-[98vw] max-w-[860px] origin-left -translate-x-1/2 flex-col rounded-lg border bg-fd-popover text-fd-popover-foreground shadow-lg focus-visible:outline-none data-[state=closed]:animate-fd-dialog-out data-[state=open]:animate-fd-dialog-in"
>
<DialogHeader>
<DialogTitle className="sr-only">Search AI</DialogTitle>
@@ -67,11 +67,11 @@ export const AITrigger = (props: AITriggerProps) => {
</AlertDescription>
</Alert>
</DialogHeader>
<div className="mt-4 flex-grow overflow-scroll">
<div className="overflow-scroll flex-grow mt-4">
<ChatList messages={messages} />
</div>
<form
className="space-y-4 px-4 py-2"
className="px-4 py-2 space-y-4"
action={async () => {
const value = inputValue.trim();
setInputValue("");
@@ -102,7 +102,7 @@ export const AITrigger = (props: AITriggerProps) => {
}
}}
>
<div className="flex w-full flex-row items-center gap-2">
<div className="flex flex-row w-full items-center gap-2">
<Textarea
tabIndex={0}
placeholder="Ask AI about documentation."
+34 -5
View File
@@ -1,21 +1,50 @@
import { highlight } from "fumadocs-core/highlight";
import * as Base from "fumadocs-ui/components/codeblock";
import type { BundledLanguage } from "shiki";
import { toJsxRuntime, type Jsx } from "hast-util-to-jsx-runtime";
import { Fragment } from "react";
import { jsx, jsxs } from "react/jsx-runtime";
import { codeToHast } from "shiki";
export interface CodeBlockProps {
code: string;
wrapper?: Base.CodeBlockProps;
lang: BundledLanguage;
lang: "bash" | "ts" | "tsx";
}
export async function CodeBlock({ code, lang, wrapper }: CodeBlockProps) {
const rendered = await highlight(code, {
export async function CodeBlock({
code,
lang,
wrapper,
}: CodeBlockProps): Promise<React.ReactElement> {
const hast = await codeToHast(code, {
lang,
defaultColor: false,
themes: {
light: "github-light",
dark: "vesper",
},
transformers: [
{
name: "rehype-code:pre-process",
line(node) {
if (node.children.length === 0) {
// Keep the empty lines when using grid layout
node.children.push({
type: "text",
value: " ",
});
}
},
},
],
});
const rendered = toJsxRuntime(hast, {
jsx: jsx as Jsx,
jsxs: jsxs as Jsx,
Fragment,
development: false,
components: {
// @ts-expect-error -- JSX component
pre: Base.Pre,
},
});
+1 -1
View File
@@ -10,7 +10,7 @@ export function Contributing(): ReactElement {
<h2 className="mb-4 text-xl font-semibold sm:text-2xl">
Made possible by you <Heart className="inline align-middle" />
</h2>
<p className="text-fd-muted-foreground mb-4">
<p className="mb-4 text-fd-muted-foreground">
LlamaIndex.TS is powered by the open source community.
</p>
<div className="mb-8 flex flex-row items-center gap-2">
@@ -33,7 +33,7 @@ export default async function ContributorCounter({
href={`https://github.com/${contributor.login}`}
rel="noreferrer noopener"
target="_blank"
className="border-fd-background bg-fd-background size-10 overflow-hidden rounded-full border-4 md:-mr-4 md:size-12"
className="size-10 overflow-hidden rounded-full border-4 border-fd-background bg-fd-background md:-mr-4 md:size-12"
style={{
zIndex: topContributors.length - i,
}}
@@ -48,7 +48,7 @@ export default async function ContributorCounter({
</a>
))}
{displayCount < contributors.length ? (
<div className="bg-fd-secondary size-12 content-center rounded-full text-center">
<div className="size-12 content-center rounded-full bg-fd-secondary text-center">
+{contributors.length - displayCount}
</div>
) : null}
@@ -83,7 +83,7 @@ export function CreateAppAnimation(): React.ReactElement {
}}
>
{tick > timeWindowOpen && (
<LaunchAppWindow className="animate-in fade-in slide-in-from-top-10 absolute bottom-5 right-4 z-10" />
<LaunchAppWindow className="absolute bottom-5 right-4 z-10 animate-in fade-in slide-in-from-top-10" />
)}
<pre className="overflow-hidden rounded-xl border text-xs">
<div className="flex flex-row items-center gap-2 border-b px-4 py-2">
@@ -92,7 +92,7 @@ export function CreateAppAnimation(): React.ReactElement {
<div className="grow" />
<div className="size-2 rounded-full bg-red-400" />
</div>
<div className="from-fd-secondary min-h-[200px] bg-gradient-to-b [mask-image:linear-gradient(to_bottom,white,transparent)]">
<div className="min-h-[200px] bg-gradient-to-b from-fd-secondary [mask-image:linear-gradient(to_bottom,white,transparent)]">
<code className="grid p-4">{lines}</code>
</div>
</pre>
@@ -103,7 +103,7 @@ export function CreateAppAnimation(): React.ReactElement {
function UserMessage({ children }: { children: ReactNode }) {
return (
<div className="group relative flex items-start">
<div className="bg-background flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm">
<div className="flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm bg-background">
<IconUser />
</div>
<div className="ml-4 flex-1 space-y-2 overflow-hidden px-1">
@@ -122,7 +122,7 @@ function BotMessage({
}) {
return (
<div className={cn("group relative flex items-start", className)}>
<div className="bg-primary text-primary-foreground flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm">
<div className="flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm bg-primary text-primary-foreground">
<IconAI />
</div>
<div className="ml-4 flex-1 space-y-2 overflow-hidden px-1">
@@ -164,7 +164,7 @@ export function ChatExample() {
return (
<div className="max-w-64">
<div className="flex flex-col gap-2 px-4">
<div className="flex flex-col px-4 gap-2">
{userMessageLength === userMessageFull.length && (
<UserMessage>
<span>{userMessageFull}</span>
@@ -204,11 +204,11 @@ function LaunchAppWindow(
<div
{...props}
className={cn(
"bg-fd-background overflow-hidden rounded-md border shadow-xl",
"overflow-hidden rounded-md border bg-fd-background shadow-xl",
props.className,
)}
>
<div className="bg-fd-muted text-fd-muted-foreground relative flex h-6 flex-row items-center border-b px-4 text-xs">
<div className="relative flex h-6 flex-row items-center border-b bg-fd-muted px-4 text-xs text-fd-muted-foreground">
<p className="absolute inset-x-0 text-center">localhost:8080</p>
</div>
<div className="p-4 text-sm">
@@ -1,16 +1,11 @@
"use client";
import {
ChatHandler,
ChatInput,
ChatMessages,
ChatSection,
} from "@llamaindex/chat-ui";
import { ChatInput, ChatMessages, ChatSection } from "@llamaindex/chat-ui";
import { useChat } from "ai/react";
export const ChatDemo = () => {
const handler = useChat();
return (
<ChatSection handler={handler as ChatHandler}>
<ChatSection handler={handler}>
<ChatMessages>
<ChatMessages.List className="h-auto max-h-[400px]" />
<ChatMessages.Actions />
@@ -1,25 +1,23 @@
"use client";
import {
ChatHandler,
ChatInput,
ChatMessage,
ChatMessages,
ChatSection as ChatSectionUI,
Message,
} from "@llamaindex/chat-ui";
import { useChatRSC } from "./use-chat-rsc";
export const ChatSectionRSC = () => {
const handler = useChatRSC();
return (
<ChatSectionUI handler={handler as ChatHandler}>
<ChatSectionUI handler={handler}>
<ChatMessages>
<ChatMessages.List className="h-auto max-h-[400px]">
{handler.messages.map((message, index) => (
<ChatMessage
key={index}
message={message as Message}
message={message}
isLast={index === handler.messages.length - 1}
>
<ChatMessage.Avatar />
@@ -57,7 +57,7 @@ export const IDE = () => {
const maxChars = useSlider();
const useSetMaxChars = useSetSlider();
return (
<div className="flex max-h-96 flex-col overflow-scroll border-r p-4">
<div className="flex flex-col p-4 border-r max-h-96 overflow-scroll">
<div>
<Label>Max Chars {maxChars}</Label>
<Slider
@@ -113,7 +113,7 @@ const Preview = ({ text }: { text: string }) => {
},
},
});
return <CodeBlock className="m-2 py-0">{rendered}</CodeBlock>;
return <CodeBlock className="py-0 m-2">{rendered}</CodeBlock>;
};
function ScrollToBottom() {
@@ -122,7 +122,7 @@ function ScrollToBottom() {
return (
!isAtBottom && (
<button
className="i-ph-arrow-circle-down-fill absolute bottom-0 left-[50%] translate-x-[-50%] rounded-lg text-4xl"
className="absolute i-ph-arrow-circle-down-fill text-4xl rounded-lg left-[50%] translate-x-[-50%] bottom-0"
onClick={() => scrollToBottom()}
/>
)
@@ -136,7 +136,7 @@ export const NodePreview = () => {
const textChunks = useMemo(() => parser.splitText(code), [code, maxChars]);
return (
<StickToBottom
className="relative block max-h-96 overflow-scroll"
className="block relative max-h-96 overflow-scroll"
resize="smooth"
initial="smooth"
>
@@ -154,7 +154,7 @@ export const CodeNodeParserDemo = () => {
const isClient = useIsClient();
if (!isClient) {
return (
<div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
<div className="my-2 grid grid-cols-1 md:grid-cols-2 gap-2 border rounded-xl w-full max-h-96">
<Skeleton className="h-96" />
<Skeleton className="h-96" />
</div>
@@ -165,13 +165,13 @@ export const CodeNodeParserDemo = () => {
<CodeProvider>
<Suspense
fallback={
<div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
<div className="my-2 grid grid-cols-1 md:grid-cols-2 gap-2 border rounded-xl w-full max-h-96">
<Skeleton className="h-96" />
<Skeleton className="h-96" />
</div>
}
>
<div className="my-2 grid max-h-96 w-full grid-cols-1 gap-2 rounded-xl border md:grid-cols-2">
<div className="my-2 grid grid-cols-1 md:grid-cols-2 gap-2 border rounded-xl w-full max-h-96">
<IDE />
<NodePreview />
</div>
@@ -75,7 +75,7 @@ function ScrollToBottom() {
return (
!isAtBottom && (
<button
className="i-ph-arrow-circle-down-fill absolute bottom-0 left-[50%] translate-x-[-50%] rounded-lg text-4xl"
className="absolute i-ph-arrow-circle-down-fill text-4xl rounded-lg left-[50%] translate-x-[-50%] bottom-0"
onClick={() => scrollToBottom()}
/>
)
@@ -91,9 +91,9 @@ export function WorkflowStreamingDemo() {
const [total, setTotal] = useState<number>(10);
return (
<div className="flex w-full flex-col items-start gap-2">
<div className="flex flex-row items-center justify-center">
<div className="mr-2 text-lg">Compute total</div>{" "}
<div className="flex flex-col items-start w-full gap-2">
<div className="flex flex-row justify-center items-center">
<div className="text-lg mr-2">Compute total</div>{" "}
<FlowInput value={total} onChange={(value) => setTotal(value)} />
</div>
<Button
@@ -141,7 +141,7 @@ export function WorkflowStreamingDemo() {
>
Start Workflow
</Button>
<StickToBottom className="flex max-h-96 w-full flex-col gap-2 overflow-y-auto rounded-lg border border-gray-200 p-2">
<StickToBottom className="w-full flex flex-col gap-2 p-2 border border-gray-200 rounded-lg max-h-96 overflow-y-auto">
<StickToBottom.Content className="flex flex-col gap-2">
{ui}
</StickToBottom.Content>
+1 -1
View File
@@ -20,7 +20,7 @@ export function Feature({
className={cn("border-l border-t px-6 py-12 md:py-16", className)}
{...props}
>
<div className="text-fd-muted-foreground mb-4 inline-flex items-center gap-2 text-sm font-medium">
<div className="mb-4 inline-flex items-center gap-2 text-sm font-medium text-fd-muted-foreground">
<Icon className="size-4" />
<p>{subheading}</p>
</div>
+1 -1
View File
@@ -60,7 +60,7 @@ export default function FlowInput({
className={clsx(
showCaret ? "caret-primary" : "caret-transparent",
"spin-hide w-[1.5em] bg-transparent py-2 text-center font-[inherit] text-transparent outline-none",
"[appearance:textfield] [&::-webkit-inner-spin-button]:appearance-none [&::-webkit-outer-spin-button]:appearance-none",
"[appearance:textfield] [&::-webkit-outer-spin-button]:appearance-none [&::-webkit-inner-spin-button]:appearance-none",
)}
// Make sure to disable kerning, to match NumberFlow:
style={{ fontKerning: "none" }}
+2 -2
View File
@@ -8,7 +8,7 @@ import { IconAI, IconUser } from "./ui/icons";
export function UserMessage({ children }: { children: ReactNode }) {
return (
<div className="group relative flex items-start">
<div className="bg-background flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm">
<div className="flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm bg-background">
<IconUser />
</div>
<div className="ml-4 flex-1 space-y-2 overflow-hidden px-1">
@@ -54,7 +54,7 @@ export function BotCard({
<div className="group relative flex items-start md:-ml-12">
<div
className={cn(
"bg-primary text-primary-foreground flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm",
"flex h-8 w-8 shrink-0 select-none items-center justify-center rounded-md border shadow-sm bg-primary text-primary-foreground",
!showAvatar && "invisible",
)}
>
+1 -1
View File
@@ -25,7 +25,7 @@ export const NpmInstall = () => {
className="flex flex-row items-center justify-center"
>
<code className="mr-2">$ npm i llamaindex</code>
<div className="relative h-4 w-4 cursor-pointer bg-transparent">
<div className="relative cursor-pointer bg-transparent w-4 h-4">
<div
className={`absolute inset-0 transform transition-all duration-300 ${
hasCheckIcon ? "scale-0 opacity-0" : "scale-100 opacity-100"
@@ -1,268 +0,0 @@
import { cn } from "@/lib/utils";
import {
AnimatePresence,
motion,
Transition,
type AnimationControls,
type Target,
type TargetAndTransition,
type VariantLabels,
} from "framer-motion";
import React, {
forwardRef,
useCallback,
useEffect,
useImperativeHandle,
useMemo,
useState,
} from "react";
export interface RotatingTextRef {
next: () => void;
previous: () => void;
jumpTo: (index: number) => void;
reset: () => void;
}
export interface RotatingTextProps
extends Omit<
React.ComponentPropsWithoutRef<typeof motion.span>,
"children" | "transition" | "initial" | "animate" | "exit"
> {
texts: string[];
transition?: Transition;
initial?: boolean | Target | VariantLabels;
animate?: boolean | VariantLabels | AnimationControls | TargetAndTransition;
exit?: Target | VariantLabels;
animatePresenceMode?: "sync" | "wait";
animatePresenceInitial?: boolean;
rotationInterval?: number;
staggerDuration?: number;
staggerFrom?: "first" | "last" | "center" | "random" | number;
loop?: boolean;
auto?: boolean;
splitBy?: string;
onNext?: (index: number) => void;
mainClassName?: string;
splitLevelClassName?: string;
elementLevelClassName?: string;
}
export const RotatingText = forwardRef<RotatingTextRef, RotatingTextProps>(
(
{
texts,
transition = { type: "spring", damping: 25, stiffness: 300 },
initial = { y: "100%", opacity: 0 },
animate = { y: 0, opacity: 1 },
exit = { y: "-120%", opacity: 0 },
animatePresenceMode = "wait",
animatePresenceInitial = false,
rotationInterval = 2000,
staggerDuration = 0,
staggerFrom = "first",
loop = true,
auto = true,
splitBy = "characters",
onNext,
mainClassName,
splitLevelClassName,
elementLevelClassName,
...rest
},
ref,
) => {
const [currentTextIndex, setCurrentTextIndex] = useState<number>(0);
const splitIntoCharacters = (text: string): string[] => {
if (typeof Intl !== "undefined" && Intl.Segmenter) {
const segmenter = new Intl.Segmenter("en", { granularity: "grapheme" });
return Array.from(
segmenter.segment(text),
(segment) => segment.segment,
);
}
return Array.from(text);
};
const elements = useMemo(() => {
const currentText: string = texts[currentTextIndex];
if (splitBy === "characters") {
const words = currentText.split(" ");
return words.map((word, i) => ({
characters: splitIntoCharacters(word),
needsSpace: i !== words.length - 1,
}));
}
if (splitBy === "words") {
return currentText.split(" ").map((word, i, arr) => ({
characters: [word],
needsSpace: i !== arr.length - 1,
}));
}
if (splitBy === "lines") {
return currentText.split("\n").map((line, i, arr) => ({
characters: [line],
needsSpace: i !== arr.length - 1,
}));
}
return currentText.split(splitBy).map((part, i, arr) => ({
characters: [part],
needsSpace: i !== arr.length - 1,
}));
}, [texts, currentTextIndex, splitBy]);
const getStaggerDelay = useCallback(
(index: number, totalChars: number): number => {
const total = totalChars;
if (staggerFrom === "first") return index * staggerDuration;
if (staggerFrom === "last")
return (total - 1 - index) * staggerDuration;
if (staggerFrom === "center") {
const center = Math.floor(total / 2);
return Math.abs(center - index) * staggerDuration;
}
if (staggerFrom === "random") {
const randomIndex = Math.floor(Math.random() * total);
return Math.abs(randomIndex - index) * staggerDuration;
}
return Math.abs((staggerFrom as number) - index) * staggerDuration;
},
[staggerFrom, staggerDuration],
);
const handleIndexChange = useCallback(
(newIndex: number) => {
setCurrentTextIndex(newIndex);
if (onNext) onNext(newIndex);
},
[onNext],
);
const next = useCallback(() => {
const nextIndex =
currentTextIndex === texts.length - 1
? loop
? 0
: currentTextIndex
: currentTextIndex + 1;
if (nextIndex !== currentTextIndex) {
handleIndexChange(nextIndex);
}
}, [currentTextIndex, texts.length, loop, handleIndexChange]);
const previous = useCallback(() => {
const prevIndex =
currentTextIndex === 0
? loop
? texts.length - 1
: currentTextIndex
: currentTextIndex - 1;
if (prevIndex !== currentTextIndex) {
handleIndexChange(prevIndex);
}
}, [currentTextIndex, texts.length, loop, handleIndexChange]);
const jumpTo = useCallback(
(index: number) => {
const validIndex = Math.max(0, Math.min(index, texts.length - 1));
if (validIndex !== currentTextIndex) {
handleIndexChange(validIndex);
}
},
[texts.length, currentTextIndex, handleIndexChange],
);
const reset = useCallback(() => {
if (currentTextIndex !== 0) {
handleIndexChange(0);
}
}, [currentTextIndex, handleIndexChange]);
useImperativeHandle(
ref,
() => ({
next,
previous,
jumpTo,
reset,
}),
[next, previous, jumpTo, reset],
);
useEffect(() => {
if (!auto) return;
const intervalId = setInterval(next, rotationInterval);
return () => clearInterval(intervalId);
}, [next, rotationInterval, auto]);
return (
<motion.span
className={cn(
"relative flex flex-wrap whitespace-pre-wrap",
mainClassName,
)}
{...rest}
layout
transition={transition}
>
<span className="sr-only">{texts[currentTextIndex]}</span>
<AnimatePresence
mode={animatePresenceMode}
initial={animatePresenceInitial}
>
<motion.div
key={currentTextIndex}
className={cn(
splitBy === "lines"
? "flex w-full flex-col"
: "relative flex flex-wrap whitespace-pre-wrap",
)}
layout
aria-hidden="true"
>
{elements.map((wordObj, wordIndex, array) => {
const previousCharsCount = array
.slice(0, wordIndex)
.reduce((sum, word) => sum + word.characters.length, 0);
return (
<span
key={wordIndex}
className={cn("inline-flex", splitLevelClassName)}
>
{wordObj.characters.map((char, charIndex) => (
<motion.span
key={charIndex}
initial={initial}
animate={animate}
exit={exit}
transition={{
...transition,
delay: getStaggerDelay(
previousCharsCount + charIndex,
array.reduce(
(sum, word) => sum + word.characters.length,
0,
),
),
}}
className={cn("inline-block", elementLevelClassName)}
>
{char}
</motion.span>
))}
{wordObj.needsSpace && (
<span className="whitespace-pre"> </span>
)}
</span>
);
})}
</motion.div>
</AnimatePresence>
</motion.span>
);
},
);
RotatingText.displayName = "RotatingText";
-27
View File
@@ -1,27 +0,0 @@
"use client";
import { RotatingText } from "@/components/reactbits/rotating-text";
const supports = [
"Next.js",
"Node.js",
"Hono",
"Express.js",
"Deno",
"Nest.js",
"Waku",
];
export const Supports = () => {
return (
<RotatingText
texts={supports}
mainClassName="inline-flex bg-transparent overflow-hidden justify-center"
initial={{ y: "100%" }}
animate={{ y: 0 }}
exit={{ y: "-120%" }}
staggerDuration={0.025}
transition={{ type: "spring", damping: 30, stiffness: 400 }}
rotationInterval={2000}
/>
);
};
+28
View File
@@ -0,0 +1,28 @@
"use client";
import { useEffect, useState } from "react";
import ReactTextTransition from "react-text-transition";
const supports = [
"Next.js",
"Node.js",
"Hono",
"Express.js",
"Deno",
"Nest.js",
"Waku",
];
export const TextEffect = () => {
const [counter, setCounter] = useState(0);
useEffect(() => {
const id = setInterval(() => {
setCounter(
(Math.floor(Math.random() * supports.length) + 1) % supports.length,
);
}, 4000);
return () => {
clearInterval(id);
};
}, []);
return <ReactTextTransition inline>{supports[counter]}</ReactTextTransition>;
};
+4 -4
View File
@@ -21,7 +21,7 @@ const DialogOverlay = React.forwardRef<
<DialogPrimitive.Overlay
ref={ref}
className={cn(
"data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 fixed inset-0 z-50 bg-black/80",
"fixed inset-0 z-50 bg-black/80 data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0",
className,
)}
{...props}
@@ -38,13 +38,13 @@ const DialogContent = React.forwardRef<
<DialogPrimitive.Content
ref={ref}
className={cn(
"bg-background data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-left-1/2 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-left-1/2 data-[state=open]:slide-in-from-top-[48%] fixed left-[50%] top-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border p-6 shadow-lg duration-200 sm:rounded-lg",
"fixed left-[50%] top-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border bg-background p-6 shadow-lg duration-200 data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-left-1/2 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-left-1/2 data-[state=open]:slide-in-from-top-[48%] sm:rounded-lg",
className,
)}
{...props}
>
{children}
<DialogPrimitive.Close className="ring-offset-background focus:ring-ring data-[state=open]:bg-accent data-[state=open]:text-muted-foreground absolute right-4 top-4 rounded-sm opacity-70 transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-offset-2 disabled:pointer-events-none">
<DialogPrimitive.Close className="absolute right-4 top-4 rounded-sm opacity-70 ring-offset-background transition-opacity hover:opacity-100 focus:outline-none focus:ring-2 focus:ring-ring focus:ring-offset-2 disabled:pointer-events-none data-[state=open]:bg-accent data-[state=open]:text-muted-foreground">
<Cross2Icon className="h-4 w-4" />
<span className="sr-only">Close</span>
</DialogPrimitive.Close>
@@ -102,7 +102,7 @@ const DialogDescription = React.forwardRef<
>(({ className, ...props }, ref) => (
<DialogPrimitive.Description
ref={ref}
className={cn("text-muted-foreground text-sm", className)}
className={cn("text-sm text-muted-foreground", className)}
{...props}
/>
));
+1 -1
View File
@@ -10,7 +10,7 @@ const Input = React.forwardRef<HTMLInputElement, InputProps>(
<input
type={type}
className={cn(
"border-input file:text-foreground placeholder:text-muted-foreground focus-visible:ring-ring flex h-9 w-full rounded-md border bg-transparent px-3 py-1 text-sm shadow-sm transition-colors file:border-0 file:bg-transparent file:text-sm file:font-medium focus-visible:outline-none focus-visible:ring-1 disabled:cursor-not-allowed disabled:opacity-50",
"flex h-9 w-full rounded-md border border-input bg-transparent px-3 py-1 text-sm shadow-sm transition-colors file:border-0 file:bg-transparent file:text-sm file:font-medium file:text-foreground placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:cursor-not-allowed disabled:opacity-50",
className,
)}
ref={ref}
+1 -1
View File
@@ -6,7 +6,7 @@ function Skeleton({
}: React.HTMLAttributes<HTMLDivElement>) {
return (
<div
className={cn("bg-primary/10 animate-pulse rounded-md", className)}
className={cn("animate-pulse rounded-md bg-primary/10", className)}
{...props}
/>
);
+3 -3
View File
@@ -17,10 +17,10 @@ const Slider = React.forwardRef<
)}
{...props}
>
<SliderPrimitive.Track className="bg-primary/20 relative h-1.5 w-full grow overflow-hidden rounded-full">
<SliderPrimitive.Range className="bg-primary absolute h-full" />
<SliderPrimitive.Track className="relative h-1.5 w-full grow overflow-hidden rounded-full bg-primary/20">
<SliderPrimitive.Range className="absolute h-full bg-primary" />
</SliderPrimitive.Track>
<SliderPrimitive.Thumb className="border-primary/50 bg-background focus-visible:ring-ring block h-4 w-4 rounded-full border shadow transition-colors focus-visible:outline-none focus-visible:ring-1 disabled:pointer-events-none disabled:opacity-50" />
<SliderPrimitive.Thumb className="block h-4 w-4 rounded-full border border-primary/50 bg-background shadow transition-colors focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:pointer-events-none disabled:opacity-50" />
</SliderPrimitive.Root>
));
Slider.displayName = SliderPrimitive.Root.displayName;
+1 -1
View File
@@ -9,7 +9,7 @@ const Textarea = React.forwardRef<HTMLTextAreaElement, TextareaProps>(
return (
<textarea
className={cn(
"border-input placeholder:text-muted-foreground focus-visible:ring-ring flex min-h-[60px] w-full rounded-md border bg-transparent px-3 py-2 text-sm shadow-sm focus-visible:outline-none focus-visible:ring-1 disabled:cursor-not-allowed disabled:opacity-50",
"flex min-h-[60px] w-full rounded-md border border-input bg-transparent px-3 py-2 text-sm shadow-sm placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-1 focus-visible:ring-ring disabled:cursor-not-allowed disabled:opacity-50",
className,
)}
ref={ref}
+1 -1
View File
@@ -20,7 +20,7 @@ const TooltipContent = React.forwardRef<
ref={ref}
sideOffset={sideOffset}
className={cn(
"bg-primary text-primary-foreground animate-in fade-in-0 zoom-in-95 data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=closed]:zoom-out-95 data-[side=bottom]:slide-in-from-top-2 data-[side=left]:slide-in-from-right-2 data-[side=right]:slide-in-from-left-2 data-[side=top]:slide-in-from-bottom-2 z-50 overflow-hidden rounded-md px-3 py-1.5 text-xs",
"z-50 overflow-hidden rounded-md bg-primary px-3 py-1.5 text-xs text-primary-foreground animate-in fade-in-0 zoom-in-95 data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=closed]:zoom-out-95 data-[side=bottom]:slide-in-from-top-2 data-[side=left]:slide-in-from-right-2 data-[side=right]:slide-in-from-left-2 data-[side=top]:slide-in-from-bottom-2",
className,
)}
{...props}
+1 -1
View File
@@ -2,5 +2,5 @@
"title": "LlamaCloud",
"description": "The Cloud framework for LLM",
"root": true,
"pages": ["---Guide---", "index", "..."]
"pages": ["---Guide---", "index", "api"]
}
@@ -2,8 +2,6 @@
title: Local LLMs
---
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
LlamaIndex.TS supports OpenAI and [other remote LLM APIs](other_llms). You can also run a local LLM on your machine!
## Using a local model via Ollama
@@ -26,23 +24,7 @@ The first time you run it will also automatically download and install the model
### Switch the LLM in your code
To switch the LLM in your code, you first need to make sure to install the package for the Ollama model provider:
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
```shell tab="npm"
npm install @llamaindex/ollama
```
```shell tab="yarn"
yarn add @llamaindex/ollama
```
```shell tab="pnpm"
pnpm add @llamaindex/ollama
```
</Tabs>
Then, to tell LlamaIndex to use a local LLM, use the `Settings` object:
To tell LlamaIndex to use a local LLM, use the `Settings` object:
```javascript
Settings.llm = new Ollama({
@@ -52,25 +34,7 @@ Settings.llm = new Ollama({
### Use local embeddings
If you're doing retrieval-augmented generation, LlamaIndex.TS will also call out to OpenAI to index and embed your data. To be entirely local, you can use a local embedding model from Huggingface like this:
First install the Huggingface model provider package:
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
```shell tab="npm"
npm install @llamaindex/huggingface
```
```shell tab="yarn"
yarn add @llamaindex/huggingface
```
```shell tab="pnpm"
pnpm add @llamaindex/huggingface
```
</Tabs>
And then set the embedding model in your code:
If you're doing retrieval-augmented generation, LlamaIndex.TS will also call out to OpenAI to index and embed your data. To be entirely local, you can use a local embedding model like this:
```javascript
Settings.embedModel = new HuggingFaceEmbedding({
@@ -1,6 +1,6 @@
---
title: Installation
description: How to install llamaindex packages.
description: Install llamaindex by running a single command.
---
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
@@ -70,8 +70,10 @@ In Cloudflare Worker and similar serverless JS environment, you need to be aware
- Some Node.js modules are not available in Cloudflare Worker, such as `node:fs`, `node:child_process`, `node:cluster`...
- You are recommend to design your code using network request, such as use `fetch` API to communicate with database, insteadof a long-running process in Node.js.
- Some of LlamaIndex.TS packages are not available in Cloudflare Worker, for example `@llamaindex/readers` and `@llamaindex/huggingface`.
- The main `llamaindex` is designed to work in all JavaScript environment, including Cloudflare Worker. If you find any issue, please report to us.
- Some of LlamaIndex.TS modules are not available in Cloudflare Worker, for example `SimpleDirectoryReader` (requires `node:fs`), Some multimodal API that relies on [`onnxruntime-node`](https://www.npmjs.com/package/onnxruntime-node)(we might port to HTTP based module in the future).
- `@llamaindex/core` is designed to work in all JavaScript environment, including Cloudflare Worker. If you find any issue, please report to us.
- `@llamaindex/env` is a JS environment binding module, which polyfill some Node.js/Modern Web API (for example, we have a memory based `fs` module, and Crypto API polyfill). It is designed to work in all JavaScript environment, including Cloudflare Worker.
## Known issues
- `llamaindex` not work perfectly in Cloudflare Worker, bundle size will be larger than 1MB, which is the limit of Cloudflare Worker. You will need import submodule instead of the whole `llamaindex` module.
@@ -3,8 +3,6 @@ title: With Node.js/Bun/Deno
description: In this guide, you'll learn how to use LlamaIndex with Node.js, Bun, and Deno.
---
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
## Adding environment variables
By default, LlamaIndex uses OpenAI provider, which requires an API key. You can set the `OPENAI_API_KEY` environment variable to authenticate with OpenAI.
@@ -24,26 +22,6 @@ node --env-file .env your-script.js
For more information, see the [How to read environment variables from Node.js](https://nodejs.org/en/learn/command-line/how-to-read-environment-variables-from-nodejs).
## Performance Optimization
By the default, we are using `js-tiktoken` for tokenization. You can install `gpt-tokenizer` which is then automatically used by LlamaIndex to get a 60x speedup for tokenization:
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
```shell tab="npm"
npm install gpt-tokenizer
```
```shell tab="yarn"
yarn add gpt-tokenizer
```
```shell tab="pnpm"
pnpm add gpt-tokenizer
```
</Tabs>
> Note: This only works for Node.js
## TypeScript support
<Card
@@ -34,7 +34,6 @@ First we'll need to pull in our dependencies. These are:
import { FunctionTool, Settings } from "llamaindex";
import { OpenAI, OpenAIAgent } from "@llamaindex/openai";
import "dotenv/config";
import { z } from "zod";
```
### Initialize your LLM
@@ -87,14 +86,20 @@ This is the most complicated part of creating an agent. We need to define a `Fun
const tool = FunctionTool.from(sumNumbers, {
name: "sumNumbers",
description: "Use this function to sum two numbers",
parameters: z.object({
a: z.number({
description: "First number to sum",
}),
b: z.number({
description: "Second number to sum",
}),
}),
parameters: {
type: "object",
properties: {
a: {
type: "number",
description: "First number to sum",
},
b: {
type: "number",
description: "Second number to sum",
},
},
required: ["a", "b"],
},
});
```
@@ -2,7 +2,7 @@
title: A RAG agent that does math
---
In [our third iteration of the agent](https://github.com/run-llama/ts-agents/blob/main/3_rag_and_tools/agent.ts) we've combined the two previous agents, so we've defined both `sumNumbers` and a `QueryEngineTool` and created an array of two tools. The tools support both Zod and JSON Schema for parameter definition:
In [our third iteration of the agent](https://github.com/run-llama/ts-agents/blob/main/3_rag_and_tools/agent.ts) we've combined the two previous agents, so we've defined both `sumNumbers` and a `QueryEngineTool` and created an array of two tools:
```javascript
// define the query engine as a tool
@@ -17,42 +17,24 @@ const tools = [
FunctionTool.from(sumNumbers, {
name: "sumNumbers",
description: "Use this function to sum two numbers",
parameters: z.object({
a: z.number({
description: "First number to sum",
}),
b: z.number({
description: "Second number to sum",
}),
}),
parameters: {
type: "object",
properties: {
a: {
type: "number",
description: "First number to sum",
},
b: {
type: "number",
description: "Second number to sum",
},
},
required: ["a", "b"],
},
}),
];
```
You can also use JSON Schema to define the tool parameters as an alternative to Zod.
```javascript
FunctionTool.from(sumNumbers, {
name: "sumNumbers",
description: "Use this function to sum two numbers",
parameters: {
type: "object",
properties: {
a: {
type: "number",
description: "First number to sum",
},
b: {
type: "number",
description: "Second number to sum",
},
},
required: ["a", "b"],
},
}),
```
These tool descriptions are identical to the ones we previously defined. Now let's ask it 3 questions in a row:
```javascript
@@ -3,6 +3,8 @@ title: Using API Route
description: Chat interface for your LlamaIndexTS application using API Route
---
import { ChatDemo } from '../../../../../components/demo/chat/api/demo';
import "@llamaindex/chat-ui/styles/code.css";
import "@llamaindex/chat-ui/styles/katex.css";
Using [chat-ui](https://github.com/run-llama/chat-ui), it's easy to add a chat interface to your LlamaIndexTS application.
You just need to create an API route that provides an `api/chat` endpoint and a chat component to consume the API.
@@ -1,22 +0,0 @@
---
title: Install @llamaindex/chat
description: Chat interface for your LlamaIndexTS application
---
## Quick Start
You can quickly add a chatbot to your project by using Shadcn CLI command:
```sh
npx shadcn@latest add https://ui.llamaindex.ai/r/chat.json
```
## Manual Installation
To install the package, run the following command in your project directory:
```sh
npm install @llamaindex/chat-ui
```
For more information, check out the [github.comrun-llama/chat-ui](https://github.com/run-llama/chat-ui)
@@ -1,6 +1,6 @@
{
"title": "Chat UI",
"title": "Chat-UI",
"description": "Use chat-ui to add a chat interface to your LlamaIndexTS application.",
"defaultOpen": false,
"pages": ["install", "chat", "rsc"]
"pages": ["chat", "rsc"]
}
@@ -3,6 +3,8 @@ title: Using Next.js RSC
description: Chat interface for your LlamaIndexTS application using Next.js RSC
---
import { ChatDemoRSC } from '../../../../../components/demo/chat/rsc/demo';
import "@llamaindex/chat-ui/styles/code.css";
import "@llamaindex/chat-ui/styles/katex.css";
Using [chat-ui](https://github.com/run-llama/chat-ui), it's easy to add a chat interface to your LlamaIndexTS application using [Next.js RSC](https://nextjs.org/docs/app/building-your-application/rendering/server-components) and [Vercel AI RSC](https://sdk.vercel.ai/docs/ai-sdk-rsc/overview).
@@ -81,7 +81,7 @@ It will split the code by AST nodes and then parse the nodes into a `Document` o
import TS from "tree-sitter-typescript";
const parser = new Parser();
parser.setLanguage(TS.typescript as Parser.Language);
parser.setLanguage(TS.typescript);
const codeSplitter = new CodeSplitter({
getParser: () => parser,
});
@@ -99,7 +99,7 @@ It will split the code by AST nodes and then parse the nodes into a `Document` o
import TS from "tree-sitter-typescript";
const parser = new Parser();
parser.setLanguage(TS.typescript as Parser.Language);
parser.setLanguage(TS.typescript);
const codeSplitter = new CodeSplitter({
getParser: () => parser,
});
@@ -20,5 +20,5 @@ LlamaIndex.TS provides tools for beginners, advanced users, and everyone in betw
className="w-full h-[440px]"
aria-label="LlamaIndex.TS Starter"
aria-description="This is a starter example for LlamaIndex.TS, it shows the basic usage of the library."
src="https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples?embed=1&file=starter.ts"
src="https://stackblitz.com/github/run-llama/LlamaIndexTS/tree/main/examples?file=starter.ts"
/>
@@ -7,7 +7,6 @@
"what-is-llamaindex",
"index",
"getting_started",
"migration",
"guide",
"examples",
"modules",
@@ -1,97 +0,0 @@
---
title: Migrating from v0.8 to v0.9
---
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
Version 0.9 of LlamaIndex.TS introduces significant architectural changes to improve package size and runtime compatibility. The main goals of this release are:
1. Reduce the package size of the main `llamaindex` package by moving dependencies into provider packages, making it more suitable for serverless environments
2. Enable consistent code across different environments by using unified imports (no separate imports for Node.js and Edge runtimes)
## Major Changes
### Installing Provider Packages
In v0.9, you need to explicitly install the provider packages you want to use. The main `llamaindex` package no longer includes these dependencies by default.
### Updating Imports
You'll need to update your imports to get classes directly from their respective provider packages. Here's how to migrate different components:
### 1. AI Model Providers
Previously:
```typescript
import { OpenAI } from "llamaindex";
```
Now:
```typescript
import { OpenAI } from "@llamaindex/openai";
```
> Note: This examples requires installing the `@llamaindex/openai` package:
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
```shell tab="npm"
npm install @llamaindex/openai
```
```shell tab="yarn"
yarn add @llamaindex/openai
```
```shell tab="pnpm"
pnpm add @llamaindex/openai
```
</Tabs>
For more details on available AI model providers and their configuration, see the [LLMs documentation](/docs/llamaindex/modules/llms) and the [Embedding Models documentation](/docs/llamaindex/modules/embeddings).
### 2. Storage Providers
Previously:
```typescript
import { PineconeVectorStore } from "llamaindex";
```
Now:
```typescript
import { PineconeVectorStore } from "@llamaindex/pinecone";
```
For more information about available storage options, refer to the [Data Stores documentation](/docs/llamaindex/modules/data_stores).
### 3. Data Loaders
Previously:
```typescript
import { SimpleDirectoryReader } from "llamaindex";
```
Now:
```typescript
import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
```
For more details about available data loaders and their usage, check the [Loading Data](/docs/llamaindex/guide/loading).
### 4. Prefer using `llamaindex` instead of `@llamaindex/core`
`llamaindex` is now re-exporting most of `@llamaindex/core`. To simplify imports, just use `import { ... } from "llamaindex"` instead of `import { ... } from "@llamaindex/core"`. This is possible because `llamaindex` is now a smaller package.
We might change imports internally in `@llamaindex/core` in the future. Let us know if you're missing something.
## Benefits of the Changes
- **Smaller Bundle Size**: By moving dependencies to separate packages, your application only includes the features you actually use
- **Runtime Consistency**: The same code works across different environments without environment-specific imports
- **Improved Serverless Support**: Reduced package size makes it easier to deploy to serverless environments with size limitations
## Need Help?
If you encounter any issues during migration, please:
1. Check our [GitHub repository](https://github.com/run-llama/LlamaIndexTS) for the latest updates
2. Join our [Discord community](https://discord.gg/dGcwcsnxhU) for support
3. Open an issue on GitHub if you find a bug or have a feature request
@@ -1,5 +0,0 @@
{
"title": "Migration",
"description": "Migration between different versions",
"pages": ["0.8-to-0.9"]
}
@@ -1,121 +0,0 @@
---
title: Agent Workflow
---
import { DynamicCodeBlock } from 'fumadocs-ui/components/dynamic-codeblock';
import CodeSource from "!raw-loader!../../../../../../../examples/agentworkflow/blog-writer.ts";
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
Agent Workflows are a powerful system that enables you to create and orchestrate one or multiple agents with tools to perform specific tasks. It's built on top of the base `Workflow` system and provides a streamlined interface for agent interactions.
## Usage
### Single Agent Workflow
The simplest use case is creating a single agent with specific tools. Here's an example of creating an assistant that tells jokes:
```typescript
import { agent, FunctionTool } from "llamaindex";
import { OpenAI } from "@llamaindex/openai";
// Define a joke-telling tool
const jokeTool = FunctionTool.from(
() => "Baby Llama is called cria",
{
name: "joke",
description: "Use this tool to get a joke",
}
);
// Create an single agent workflow with the tool
const workflow = agent({
tools: [jokeTool],
llm: new OpenAI({
model: "gpt-4o-mini",
}),
});
// Run the workflow
const result = await workflow.run("Tell me something funny");
console.log(result); // Baby Llama is called cria
```
### Event Streaming
Agent Workflows provide a unified interface for event streaming, making it easy to track and respond to different events during execution:
```typescript
import { AgentToolCall, AgentStream } from "llamaindex";
// Get the workflow execution context
const context = workflow.run("Tell me something funny");
// Stream and handle events
for await (const event of context) {
if (event instanceof AgentToolCall) {
console.log(`Tool being called: ${event.data.toolName}`);
}
if (event instanceof AgentStream) {
process.stdout.write(event.data.delta);
}
}
```
### Multi-Agent Workflow
An Agent Workflow can orchestrate multiple agents, enabling complex interactions and task handoffs. Each agent in a multi-agent workflow requires:
- `name`: Unique identifier for the agent
- `description`: Purpose description used for task routing
- `tools`: Array of tools the agent can use
- `canHandoffTo` (optional): Array of agent names or agent instances that this agent can delegate tasks to
Here's an example of a multi-agent system that combines joke-telling and weather information:
```typescript
import { multiAgent, agent, FunctionTool } from "llamaindex";
import { OpenAI } from "@llamaindex/openai";
import { z } from "zod";
// Create a weather agent
const weatherAgent = agent({
name: "WeatherAgent",
description: "Provides weather information for any city",
tools: [
FunctionTool.from(
({ city }: { city: string }) => `The weather in ${city} is sunny`,
{
name: "fetchWeather",
description: "Get weather information for a city",
parameters: z.object({
city: z.string(),
}),
}
),
],
llm: new OpenAI({ model: "gpt-4o-mini" }),
});
// Create a joke-telling agent
const jokeAgent = agent({
name: "JokeAgent",
description: "Tells jokes and funny stories",
tools: [jokeTool], // Using the joke tool defined earlier
llm: new OpenAI({ model: "gpt-4o-mini" }),
canHandoffTo: [weatherAgent], // Can hand off to the weather agent
});
// Create the multi-agent workflow
const workflow = multiAgent({
agents: [jokeAgent, weatherAgent],
rootAgent: jokeAgent, // Start with the joke agent
});
// Run the workflow
const result = await workflow.run(
"Give me a morning greeting with a joke and the weather in San Francisco"
);
```
The workflow will coordinate between agents, allowing them to handle different aspects of the request and hand off tasks when appropriate.
@@ -2,11 +2,10 @@
title: Jina AI
---
To use Jina AI embeddings, you need to import `JinaAIEmbedding` from `@llamaindex/jinaai`.
To use Jina AI embeddings, you need to import `JinaAIEmbedding` from `llamaindex`.
```ts
import { Settings } from "llamaindex";
import { JinaAIEmbedding } from "@llamaindex/jinaai";
import { JinaAIEmbedding, Settings } from "llamaindex";
Settings.embedModel = new JinaAIEmbedding();
@@ -2,11 +2,10 @@
title: Together
---
To use together embeddings, you need to import `TogetherEmbedding` from `@llamaindex/together`.
To use together embeddings, you need to import `TogetherEmbedding` from `llamaindex`.
```ts
import { Settings } from "llamaindex";
import { TogetherEmbedding } from "@llamaindex/together";
import { TogetherEmbedding, Settings } from "llamaindex";
Settings.embedModel = new TogetherEmbedding({
apiKey: "<YOUR_API_KEY>",
@@ -1,46 +0,0 @@
---
title: VoyageAI
---
To use VoyageAI embeddings, you need to import `VoyageAIEmbedding` from `@llamaindex/voyage-ai`.
## Installation
import { Tab, Tabs } from "fumadocs-ui/components/tabs";
<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
```shell tab="npm"
npm install llamaindex @llamaindex/voyage-ai
```
```shell tab="yarn"
yarn add llamaindex @llamaindex/voyage-ai
```
```shell tab="pnpm"
pnpm add llamaindex @llamaindex/voyage-ai
```
</Tabs>
```ts
import { VoyageAIEmbedding } from "@llamaindex/voyage-ai";
import { Document, Settings, VectorStoreIndex } from "llamaindex";
Settings.embedModel = new VoyageAIEmbedding();
const document = new Document({ text: essay, id_: "essay" });
const index = await VectorStoreIndex.fromDocuments([document]);
const queryEngine = index.asQueryEngine();
const query = "What is the meaning of life?";
const results = await queryEngine.query({
query,
});
```
## API Reference
- [VoyageAIEmbedding](/docs/api/classes/VoyageAIEmbedding)
@@ -37,31 +37,6 @@ Settings.embedModel = new OpenAIEmbedding({
For local embeddings, you can use the [HuggingFace](/docs/llamaindex/modules/embeddings/available_embeddings/huggingface) embedding model.
## Local Ollama Embeddings With Remote Host
Ollama provides a way to run embedding models locally or connect to a remote Ollama instance. This is particularly useful when you need to:
- Run embeddings without relying on external API services
- Use custom embedding models
- Connect to a shared Ollama instance in your network
The ENV variable method you will find elsewhere sometimes may not work with the OllamaEmbedding class. Also note, you'll need to change the host
in the Ollama server to `0.0.0.0` to allow connections from other machines.
To use Ollama embeddings with a remote host, you need to specify the host URL in the configuration like this:
```typescript
import { OllamaEmbedding } from "@llamaindex/ollama";
import { Settings } from "llamaindex";
// Configure Ollama with a remote host
Settings.embedModel = new OllamaEmbedding({
model: "nomic-embed-text",
config: {
host: "http://your-ollama-host:11434"
}
});
```
## Available Embeddings
Most available embeddings are listed in the sidebar on the left.
@@ -127,21 +127,26 @@ async function main() {
```ts
import { BEDROCK_MODELS, Bedrock } from "@llamaindex/community";
import { FunctionTool, LLMAgent } from "llamaindex";
import { z } from "zod";
const sumNumbers = FunctionTool.from(
({ a, b }: { a: number; b: number }) => `${a + b}`,
{
name: "sumNumbers",
description: "Use this function to sum two numbers",
parameters: z.object({
a: z.number({
description: "The first number",
}),
b: z.number({
description: "The second number",
}),
}),
parameters: {
type: "object",
properties: {
a: {
type: "number",
description: "The first number",
},
b: {
type: "number",
description: "The second number",
},
},
required: ["a", "b"],
},
},
);
@@ -150,14 +155,20 @@ const divideNumbers = FunctionTool.from(
{
name: "divideNumbers",
description: "Use this function to divide two numbers",
parameters: z.object({
a: z.number({
description: "The dividend a to divide",
}),
b: z.number({
description: "The divisor b to divide by",
}),
}),
parameters: {
type: "object",
properties: {
a: {
type: "number",
description: "The dividend a to divide",
},
b: {
type: "number",
description: "The divisor b to divide by",
},
},
required: ["a", "b"],
},
},
);
@@ -7,8 +7,7 @@ title: DeepSeek LLM
## Usage
```ts
import { Settings } from "llamaindex";
import { DeepSeekLLM } from "@llamaindex/deepseek";
import { DeepSeekLLM, Settings } from "llamaindex";
Settings.llm = new DeepSeekLLM({
apiKey: "<YOUR_API_KEY>",
@@ -19,8 +18,7 @@ Settings.llm = new DeepSeekLLM({
## Example
```ts
import { Document, VectorStoreIndex, Settings } from "llamaindex";
import { DeepSeekLLM } from "@llamaindex/deepseek";
import { DeepSeekLLM, Document, VectorStoreIndex, Settings } from "llamaindex";
const deepseekLlm = new DeepSeekLLM({
apiKey: "<YOUR_API_KEY>",
@@ -7,8 +7,7 @@ title: Fireworks LLM
## Usage
```ts
import { Settings } from "llamaindex";
import { FireworksLLM } from "@llamaindex/fireworks";
import { FireworksLLM, Settings } from "llamaindex";
Settings.llm = new FireworksLLM({
apiKey: "<YOUR_API_KEY>",
@@ -23,8 +23,7 @@ import { Tab, Tabs } from "fumadocs-ui/components/tabs";
## Usage
```ts
import { Settings } from "llamaindex";
import { TogetherLLM } from "@llamaindex/together";
import { Settings, TogetherLLM } from "llamaindex";
Settings.llm = new TogetherLLM({
apiKey: "<YOUR_API_KEY>",
@@ -1,55 +0,0 @@
---
title: Tools
---
A "tool" is a utility that can be called by an agent on behalf of an LLM.
A tool can be called to perform custom actions, or retrieve extra information based on the LLM-generated input.
A result from a tool call can be used by subsequent steps in a workflow, or to compute a final answer.
For example, a "weather tool" could fetch some live weather information from a geographical location.
## Function tool
Function tools are implemented with the `FunctionTool` class.
A `FunctionTool` is constructed from a function with signature
```ts
(input: T, additionalArg?: AdditionalToolArgument) => R
```
where
- `input` is generated by the LLM, `T` is the type defined by the tool `parameters`
- `additionalArg` is an optional extra argument, see "Binding" below
- `R` is the return type
### Binding
An additional argument can be bound to a tool, each tool call will be passed
- the input provided by the LLM
- the additional argument (extends object)
Note: calling the `bind` method will return a new `FunctionTool` instance, without modifying the tool which `bind` is called on.
Example to pass a `userToken` as additional argument:
```ts
// first arg is LLM input, second is bound arg
const queryKnowledgeBase = async ({ question }, { userToken }) => {
const response = await fetch(`https://knowledge-base.com?token=${userToken}&query=${question}`);
// ...
};
// define tool as usual
const kbTool = FunctionTool.from(queryKnowledgeBase, {
name: 'queryKnowledgeBase',
description: 'Query knowledge base',
parameters: z.object({
question: z.string({
description: 'The user question',
}),
}),
});
// create an agent
const additionalArg = { userToken: 'abcd1234' };
const kbAgent = new LLMAgent({
tools: [kbTool.bind(additionalArg)],
// llm, systemPrompt etc
})
```
@@ -119,7 +119,7 @@ Lastly, we run the workflow. The `.run()` method is async, so we use await here
Optionally, you can choose to use a shared context between steps by specifying a context type when creating the workflow. Here's an example where multiple steps access a shared state:
```typescript
import { HandlerContext } from "llamaindex";
import { HandlerContext } from "@llamaindex/workflow";
type MyContextData = {
query: string;
+3 -2
View File
@@ -1,10 +1,11 @@
import { docs } from '@/.source';
import { docs, meta } from '../../.source';
import { createMDXSource } from 'fumadocs-mdx';
import { loader } from 'fumadocs-core/source';
import { createOpenAPI } from "fumadocs-openapi/server";
export const source = loader({
baseUrl: '/docs',
source: docs.toFumadocsSource(),
source: createMDXSource(docs, meta),
});
export const openapi = createOpenAPI();
@@ -1,3 +1,5 @@
import { createPreset } from "fumadocs-ui/tailwind-plugin";
/** @type {import('tailwindcss').Config} */
export default {
darkMode: ["class"],
@@ -6,7 +8,13 @@ export default {
"./src/app/**/*.{ts,tsx}",
"./src/content/**/*.{md,mdx}",
"./src/mdx-components.{ts,tsx}",
"./node_modules/fumadocs-ui/dist/**/*.js",
"./node_modules/fumadocs-openapi/dist/**/*.js",
"./node_modules/@llamaindex/chat-ui/**/*.{ts,tsx}",
],
presets: [createPreset()],
// eslint-disable-next-line @typescript-eslint/no-require-imports
plugins: [require("tailwindcss-animate")],
theme: {
extend: {
borderRadius: {
+1 -2
View File
@@ -16,8 +16,7 @@
"jsx": "preserve",
"incremental": true,
"paths": {
"@/*": ["./src/*"],
"@/.source": ["./.source/index.ts"]
"@/*": ["./src/*"]
},
"plugins": [
{
-6
View File
@@ -1,5 +1,4 @@
{
"$schema": "https://turbo.build/schema.json",
"extends": ["//"],
"tasks": {
"build": {
@@ -9,11 +8,6 @@
"next-env.d.ts",
"src/content/docs/cloud/api/**",
"src/content/docs/api/**"
],
"env": [
"LLAMA_CLOUD_API_KEY",
"LLAMA_CLOUD_PIPELINE_ID",
"OPENAI_API_KEY"
]
},
"dev": {
+1 -8
View File
@@ -1,13 +1,6 @@
{
"plugin": ["typedoc-plugin-markdown", "typedoc-plugin-merge-modules"],
"entryPoints": ["../../packages/**/src/index.ts"],
"exclude": [
"../../packages/autotool/**/src/index.ts",
"**/node_modules/**",
"**/dist/**",
"**/test/**",
"**/tests/**"
],
"entryPoints": ["../../packages/llamaindex/src/index.ts"],
"tsconfig": "../../tsconfig.json",
"readme": "none",
"sourceLinkTemplate": "https://github.com/run-llama/LlamaIndexTS/blob/{gitRevision}/{path}#L{line}",
-6
View File
@@ -1,11 +1,5 @@
# @llamaindex/core-e2e
## 0.1.0
### Minor Changes
- 6a4a737: Remove re-exports from llamaindex main package
## 0.0.8
### Patch Changes
-11
View File
@@ -1,11 +0,0 @@
# @llamaindex/cloudflare-hono
## 0.1.0
### Minor Changes
- 6a4a737: Remove re-exports from llamaindex main package
### Patch Changes
- b490376: Remove deprecated ServiceContext
+2 -2
View File
@@ -1,6 +1,6 @@
{
"name": "@llamaindex/cloudflare-hono",
"version": "0.1.0",
"version": "0.0.0",
"private": true,
"scripts": {
"deploy": "wrangler deploy",
@@ -11,7 +11,7 @@
},
"devDependencies": {
"@cloudflare/workers-types": "^4.20241112.0",
"typescript": "^5.7.3",
"typescript": "^5.7.2",
"wrangler": "^3.89.0"
},
"dependencies": {
@@ -1,83 +1,5 @@
# @llamaindex/cloudflare-worker-agent-test
## 0.0.144
### Patch Changes
- Updated dependencies [c1b5be5]
- Updated dependencies [40ee761]
- Updated dependencies [40ee761]
- llamaindex@0.9.10
## 0.0.143
### Patch Changes
- llamaindex@0.9.9
## 0.0.142
### Patch Changes
- Updated dependencies [bbc8c87]
- llamaindex@0.9.8
## 0.0.141
### Patch Changes
- Updated dependencies [beb922b]
- llamaindex@0.9.7
## 0.0.140
### Patch Changes
- llamaindex@0.9.6
## 0.0.139
### Patch Changes
- llamaindex@0.9.5
## 0.0.138
### Patch Changes
- Updated dependencies [cb021e7]
- llamaindex@0.9.4
## 0.0.137
### Patch Changes
- llamaindex@0.9.3
## 0.0.136
### Patch Changes
- Updated dependencies [88d776f]
- llamaindex@0.9.2
## 0.0.135
### Patch Changes
- Updated dependencies [6d37d44]
- llamaindex@0.9.1
## 0.0.134
### Patch Changes
- Updated dependencies [6a4a737]
- Updated dependencies [d924c63]
- Updated dependencies [b490376]
- Updated dependencies [f4588bc]
- llamaindex@0.9.0
## 0.0.133
### Patch Changes
@@ -1,6 +1,6 @@
{
"name": "@llamaindex/cloudflare-worker-agent-test",
"version": "0.0.144",
"version": "0.0.133",
"type": "module",
"private": true,
"scripts": {
@@ -16,7 +16,7 @@
"@cloudflare/workers-types": "^4.20241112.0",
"@vitest/runner": "2.1.5",
"@vitest/snapshot": "2.1.5",
"typescript": "^5.7.3",
"typescript": "^5.7.2",
"vitest": "2.1.5",
"wrangler": "^3.87.0"
},
@@ -1,66 +1,5 @@
# @llamaindex/llama-parse-browser-test
## 0.0.54
### Patch Changes
- @llamaindex/cloud@3.0.9
## 0.0.53
### Patch Changes
- @llamaindex/cloud@3.0.8
## 0.0.52
### Patch Changes
- @llamaindex/cloud@3.0.7
## 0.0.51
### Patch Changes
- @llamaindex/cloud@3.0.6
## 0.0.50
### Patch Changes
- @llamaindex/cloud@3.0.5
## 0.0.49
### Patch Changes
- @llamaindex/cloud@3.0.4
## 0.0.48
### Patch Changes
- @llamaindex/cloud@3.0.3
## 0.0.47
### Patch Changes
- Updated dependencies [c902fcb]
- @llamaindex/cloud@3.0.2
## 0.0.46
### Patch Changes
- @llamaindex/cloud@3.0.1
## 0.0.45
### Patch Changes
- @llamaindex/cloud@3.0.0
## 0.0.44
### Patch Changes
@@ -1,7 +1,7 @@
{
"name": "@llamaindex/llama-parse-browser-test",
"private": true,
"version": "0.0.54",
"version": "0.0.44",
"type": "module",
"scripts": {
"dev": "vite",
@@ -9,7 +9,7 @@
"preview": "vite preview"
},
"devDependencies": {
"typescript": "^5.7.3",
"typescript": "^5.7.2",
"vite": "^5.4.12",
"vite-plugin-wasm": "^3.3.0"
},
-78
View File
@@ -1,83 +1,5 @@
# @llamaindex/next-agent-test
## 0.1.144
### Patch Changes
- Updated dependencies [c1b5be5]
- Updated dependencies [40ee761]
- Updated dependencies [40ee761]
- llamaindex@0.9.10
## 0.1.143
### Patch Changes
- llamaindex@0.9.9
## 0.1.142
### Patch Changes
- Updated dependencies [bbc8c87]
- llamaindex@0.9.8
## 0.1.141
### Patch Changes
- Updated dependencies [beb922b]
- llamaindex@0.9.7
## 0.1.140
### Patch Changes
- llamaindex@0.9.6
## 0.1.139
### Patch Changes
- llamaindex@0.9.5
## 0.1.138
### Patch Changes
- Updated dependencies [cb021e7]
- llamaindex@0.9.4
## 0.1.137
### Patch Changes
- llamaindex@0.9.3
## 0.1.136
### Patch Changes
- Updated dependencies [88d776f]
- llamaindex@0.9.2
## 0.1.135
### Patch Changes
- Updated dependencies [6d37d44]
- llamaindex@0.9.1
## 0.1.134
### Patch Changes
- Updated dependencies [6a4a737]
- Updated dependencies [d924c63]
- Updated dependencies [b490376]
- Updated dependencies [f4588bc]
- llamaindex@0.9.0
## 0.1.133
### Patch Changes
+9 -7
View File
@@ -1,6 +1,6 @@
{
"name": "@llamaindex/next-agent-test",
"version": "0.1.144",
"version": "0.1.133",
"private": true,
"scripts": {
"dev": "next dev",
@@ -10,16 +10,18 @@
"dependencies": {
"ai": "^4.0.0",
"llamaindex": "workspace:*",
"next": "15.2.0",
"react": "19.0.0",
"react-dom": "19.0.0"
"next": "15.0.3",
"react": "18.3.1",
"react-dom": "18.3.1"
},
"devDependencies": {
"@types/node": "^22.9.0",
"@types/react": "^19.0.10",
"@types/react-dom": "^19.0.4",
"@types/react": "^18.3.12",
"@types/react-dom": "^18.3.1",
"eslint": "9.16.0",
"eslint-config-next": "15.1.0",
"typescript": "^5.7.3"
"postcss": "^8.4.49",
"tailwindcss": "^3.4.15",
"typescript": "^5.7.2"
}
}
@@ -0,0 +1,8 @@
/** @type {import('postcss-load-config').Config} */
const config = {
plugins: {
tailwindcss: {},
},
};
export default config;
@@ -0,0 +1,3 @@
@tailwind base;
@tailwind components;
@tailwind utilities;
@@ -1,5 +1,6 @@
import type { Metadata } from "next";
import { Inter } from "next/font/google";
import "./globals.css";
const inter = Inter({ subsets: ["latin"] });
@@ -0,0 +1,20 @@
import type { Config } from "tailwindcss";
const config: Config = {
content: [
"./src/pages/**/*.{js,ts,jsx,tsx,mdx}",
"./src/components/**/*.{js,ts,jsx,tsx,mdx}",
"./src/app/**/*.{js,ts,jsx,tsx,mdx}",
],
theme: {
extend: {
backgroundImage: {
"gradient-radial": "radial-gradient(var(--tw-gradient-stops))",
"gradient-conic":
"conic-gradient(from 180deg at 50% 50%, var(--tw-gradient-stops))",
},
},
},
plugins: [],
};
export default config;
@@ -1,83 +1,5 @@
# test-edge-runtime
## 0.1.143
### Patch Changes
- Updated dependencies [c1b5be5]
- Updated dependencies [40ee761]
- Updated dependencies [40ee761]
- llamaindex@0.9.10
## 0.1.142
### Patch Changes
- llamaindex@0.9.9
## 0.1.141
### Patch Changes
- Updated dependencies [bbc8c87]
- llamaindex@0.9.8
## 0.1.140
### Patch Changes
- Updated dependencies [beb922b]
- llamaindex@0.9.7
## 0.1.139
### Patch Changes
- llamaindex@0.9.6
## 0.1.138
### Patch Changes
- llamaindex@0.9.5
## 0.1.137
### Patch Changes
- Updated dependencies [cb021e7]
- llamaindex@0.9.4
## 0.1.136
### Patch Changes
- llamaindex@0.9.3
## 0.1.135
### Patch Changes
- Updated dependencies [88d776f]
- llamaindex@0.9.2
## 0.1.134
### Patch Changes
- Updated dependencies [6d37d44]
- llamaindex@0.9.1
## 0.1.133
### Patch Changes
- Updated dependencies [6a4a737]
- Updated dependencies [d924c63]
- Updated dependencies [b490376]
- Updated dependencies [f4588bc]
- llamaindex@0.9.0
## 0.1.132
### Patch Changes
@@ -1,6 +1,6 @@
{
"name": "@llamaindex/nextjs-edge-runtime-test",
"version": "0.1.143",
"version": "0.1.132",
"private": true,
"scripts": {
"dev": "next dev",
@@ -9,14 +9,14 @@
},
"dependencies": {
"llamaindex": "workspace:*",
"next": "15.2.0",
"react": "^19.0.0",
"react-dom": "^19.0.0"
"next": "15.0.3",
"react": "^18.3.1",
"react-dom": "^18.3.1"
},
"devDependencies": {
"@types/node": "^22.9.0",
"@types/react": "^19.0.10",
"@types/react-dom": "^19.0.4",
"typescript": "^5.7.3"
"@types/react": "^18.3.12",
"@types/react-dom": "^18.3.1",
"typescript": "^5.7.2"
}
}
@@ -1,106 +1,5 @@
# @llamaindex/next-node-runtime
## 0.1.10
### Patch Changes
- Updated dependencies [aea550a]
- Updated dependencies [c1b5be5]
- Updated dependencies [40ee761]
- Updated dependencies [40ee761]
- @llamaindex/huggingface@0.0.44
- llamaindex@0.9.10
- @llamaindex/readers@2.0.8
## 0.1.9
### Patch Changes
- llamaindex@0.9.9
- @llamaindex/huggingface@0.0.43
- @llamaindex/readers@2.0.7
## 0.1.8
### Patch Changes
- Updated dependencies [bbc8c87]
- llamaindex@0.9.8
## 0.1.7
### Patch Changes
- Updated dependencies [beb922b]
- llamaindex@0.9.7
- @llamaindex/huggingface@0.0.42
- @llamaindex/readers@2.0.6
## 0.1.6
### Patch Changes
- llamaindex@0.9.6
- @llamaindex/huggingface@0.0.41
- @llamaindex/readers@2.0.5
## 0.1.5
### Patch Changes
- llamaindex@0.9.5
- @llamaindex/huggingface@0.0.40
- @llamaindex/readers@2.0.4
## 0.1.4
### Patch Changes
- Updated dependencies [cb021e7]
- llamaindex@0.9.4
- @llamaindex/huggingface@0.0.39
- @llamaindex/readers@2.0.3
## 0.1.3
### Patch Changes
- llamaindex@0.9.3
- @llamaindex/huggingface@0.0.38
- @llamaindex/readers@2.0.2
## 0.1.2
### Patch Changes
- Updated dependencies [88d776f]
- llamaindex@0.9.2
## 0.1.1
### Patch Changes
- Updated dependencies [6d37d44]
- llamaindex@0.9.1
- @llamaindex/huggingface@0.0.37
- @llamaindex/readers@2.0.1
## 0.1.0
### Minor Changes
- 6a4a737: Remove re-exports from llamaindex main package
### Patch Changes
- Updated dependencies [6a4a737]
- Updated dependencies [d924c63]
- Updated dependencies [b490376]
- Updated dependencies [f4588bc]
- llamaindex@0.9.0
- @llamaindex/huggingface@0.0.36
- @llamaindex/readers@2.0.0
## 0.0.114
### Patch Changes
+10 -8
View File
@@ -1,6 +1,6 @@
{
"name": "@llamaindex/next-node-runtime-test",
"version": "0.1.10",
"version": "0.0.114",
"private": true,
"scripts": {
"dev": "next dev",
@@ -8,19 +8,21 @@
"start": "next start"
},
"dependencies": {
"llamaindex": "workspace:*",
"@llamaindex/huggingface": "workspace:*",
"@llamaindex/readers": "workspace:*",
"llamaindex": "workspace:*",
"next": "15.2.0",
"react": "19.0.0",
"react-dom": "19.0.0"
"next": "15.0.3",
"react": "18.3.1",
"react-dom": "18.3.1"
},
"devDependencies": {
"@types/node": "^22.9.0",
"@types/react": "^19.0.10",
"@types/react-dom": "^19.0.4",
"@types/react": "^18.3.12",
"@types/react-dom": "^18.3.1",
"eslint": "9.16.0",
"eslint-config-next": "15.1.0",
"typescript": "^5.7.3"
"postcss": "^8.4.49",
"tailwindcss": "^3.4.15",
"typescript": "^5.7.2"
}
}
@@ -0,0 +1,8 @@
/** @type {import('postcss-load-config').Config} */
const config = {
plugins: {
tailwindcss: {},
},
};
export default config;
@@ -1,7 +1,13 @@
"use server";
import { HuggingFaceEmbedding } from "@llamaindex/huggingface";
import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
import { OpenAI, OpenAIAgent, Settings, VectorStoreIndex } from "llamaindex";
import {
OpenAI,
OpenAIAgent,
QueryEngineTool,
Settings,
VectorStoreIndex,
} from "llamaindex";
Settings.llm = new OpenAI({
apiKey: process.env.NEXT_PUBLIC_OPENAI_KEY ?? "FAKE_KEY_TO_PASS_TESTS",
@@ -25,20 +31,23 @@ export async function getOpenAIModelRequest(query: string) {
const reader = new SimpleDirectoryReader();
const documents = await reader.loadData(currentDir);
const index = await VectorStoreIndex.fromDocuments(documents);
const retriever = index.asRetriever({
similarityTopK: 10,
});
const queryEngine = index.asQueryEngine({
retriever,
});
// define the query engine as a tool
const tools = [
index.queryTool({
options: {
similarityTopK: 10,
},
new QueryEngineTool({
queryEngine: queryEngine,
metadata: {
name: "deployment_details_per_env",
description: `This tool can answer detailed questions about deployments happened in various environments.`,
},
}),
];
// create the agent
const agent = new OpenAIAgent({ tools });
@@ -0,0 +1,3 @@
@tailwind base;
@tailwind components;
@tailwind utilities;
@@ -1,5 +1,6 @@
import type { Metadata } from "next";
import { Inter } from "next/font/google";
import "./globals.css";
const inter = Inter({ subsets: ["latin"] });
@@ -0,0 +1,20 @@
import type { Config } from "tailwindcss";
const config: Config = {
content: [
"./src/pages/**/*.{js,ts,jsx,tsx,mdx}",
"./src/components/**/*.{js,ts,jsx,tsx,mdx}",
"./src/app/**/*.{js,ts,jsx,tsx,mdx}",
],
theme: {
extend: {
backgroundImage: {
"gradient-radial": "radial-gradient(var(--tw-gradient-stops))",
"gradient-conic":
"conic-gradient(from 180deg at 50% 50%, var(--tw-gradient-stops))",
},
},
},
plugins: [],
};
export default config;

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