ci: typo

.github/workflows/build-doc.yml

@@ -0,0 +1,40 @@
+name: Build Docs
+
+on:
+  push:
+    branches:
+      - main
+  pull_request:
+    branches:
+      - main
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  TURBO_TOKEN: ${{ secrets.TURBO_TOKEN }}
+  TURBO_TEAM: ${{ vars.TURBO_TEAM }}
+  TURBO_REMOTE_ONLY: true
+
+jobs:
+  doc:
+    strategy:
+      fail-fast: false
+      matrix:
+        node-version: [20.x, 21.x, 22.x, 23.x]
+        os: [ubuntu-latest, macos-latest, windows-latest]
+    name: Build Docs on Node.js ${{ matrix.node-version }} (${{ matrix.os }})
+    runs-on: ${{ matrix.os }}
+    steps:
+      - uses: actions/checkout@v4
+      - uses: pnpm/action-setup@v4
+      - name: Setup Node.js
+        uses: actions/setup-node@v4
+        with:
+          node-version: ${{ matrix.node-version }}
+          cache: "pnpm"
+      - name: Install dependencies
+        run: pnpm install
+      - name: Run Build
+        run: pnpx turbo run build --filter @llamaindex/doc

.github/workflows/test.yml

@@ -119,7 +119,7 @@ jobs:
         run: pnpm run build
       - name: Build ${{ matrix.packages }}
         run: pnpm run build
-        working-directory: e2e/examples/${{ matrix.packages }}
+        working-directory: packages/llamaindex/e2e/examples/${{ matrix.packages }}
 
   typecheck-examples:
     runs-on: ubuntu-latest

CONTRIBUTING.md

@@ -8,7 +8,7 @@ Right now, for first-time contributors, these three packages are of the highest
 
 - `packages/llamaindex` which is the main NPM library `llamaindex`
 - `examples` is where the demo code lives
-- `apps/docs` is where the code for the documentation of https://ts.llamaindex.ai/ is located
+- `apps/next` is where the code for the documentation of https://ts.llamaindex.ai/ is located
 
 ### Turborepo docs
 
@@ -21,14 +21,9 @@ Install NodeJS. Preferably v18 using nvm or n.
 Inside the LlamaIndexTS directory:
 
 ```
-npm i -g pnpm ts-node
 pnpm install
 ```
 
-Note: we use pnpm in this repo, which has a lot of the same functionality and CLI options as npm but it does do some things better in a monorepo, like centralizing dependencies and caching.
-
-PNPM's has documentation on its [workspace feature](https://pnpm.io/workspaces) and Turborepo had some [useful documentation also](https://turbo.build/repo/docs/core-concepts/monorepos/running-tasks).
-
 ### Running Typescript
 
 When we publish to NPM we will have a tsc compiled version of the library in JS. For now, the easiest thing to do is use ts-node.
@@ -65,20 +60,17 @@ To install packages for every package or application run
 pnpm add -w [NPM Package]
 ```
 
-### Docs
+### Doc
 
-To contribute to the docs, go to the docs website folder and run the Docusaurus instance.
+To contribute to the docs, go to the docs website folder and run the Next.js server:
 
 ```bash
-cd apps/docs
-pnpm install
-pnpm start
+# run this if you are first time
+pnpx turbo run build --filter @llamaindex/doc
+cd apps/next
+pnpm run dev
 ```
 
-That should start a webserver which will serve the docs on https://localhost:3000
-
-Any changes you make should be reflected in the browser. If you need to regenerate the API docs and find that your TSDoc isn't getting the updates, feel free to remove apps/docs/api. It will automatically regenerate itself when you run pnpm start again.
-
 ## Changeset
 
 We use [changesets](https://github.com/changesets/changesets) for managing versions and changelogs. To create a new changeset, run in the root folder:

apps/docs/CHANGELOG.md

@@ -1,21 +1,5 @@
 # docs
 
-## 0.0.110
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-
-## 0.0.109
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-
 ## 0.0.108
 
 ### Patch Changes

apps/docs/docs/modules/llms/available_llms/bedrock.md

@@ -25,7 +25,6 @@ ANTHROPIC_CLAUDE_3_SONNET = "anthropic.claude-3-sonnet-20240229-v1:0";
 ANTHROPIC_CLAUDE_3_HAIKU = "anthropic.claude-3-haiku-20240307-v1:0";
 ANTHROPIC_CLAUDE_3_OPUS = "anthropic.claude-3-opus-20240229-v1:0"; // available on us-west-2
 ANTHROPIC_CLAUDE_3_5_SONNET = "anthropic.claude-3-5-sonnet-20240620-v1:0";
-ANTHROPIC_CLAUDE_3_5_HAIKU = "anthropic.claude-3-5-haiku-20241022-v1:0";
 META_LLAMA2_13B_CHAT = "meta.llama2-13b-chat-v1";
 META_LLAMA2_70B_CHAT = "meta.llama2-70b-chat-v1";
 META_LLAMA3_8B_INSTRUCT = "meta.llama3-8b-instruct-v1:0";

apps/docs/package.json

@@ -1,6 +1,6 @@
 {
   "name": "docs",
-  "version": "0.0.110",
+  "version": "0.0.108",
   "private": true,
   "scripts": {
     "docusaurus": "docusaurus",
@@ -15,29 +15,29 @@
     "typecheck": "tsc"
   },
   "dependencies": {
-    "@docusaurus/core": "3.6.0",
-    "@docusaurus/remark-plugin-npm2yarn": "3.6.0",
+    "@docusaurus/core": "3.5.2",
+    "@docusaurus/remark-plugin-npm2yarn": "3.5.2",
     "@llamaindex/examples": "workspace:*",
-    "@mdx-js/react": "^3.1.0",
-    "clsx": "^2.1.1",
+    "@mdx-js/react": "3.0.1",
+    "clsx": "2.1.1",
     "llamaindex": "workspace:*",
-    "postcss": "^8.4.47",
-    "prism-react-renderer": "^2.4.0",
-    "raw-loader": "^4.0.2",
-    "react": "^18.3.1",
+    "postcss": "8.4.41",
+    "prism-react-renderer": "2.4.0",
+    "raw-loader": "4.0.2",
+    "react": "18.3.1",
     "react-dom": "18.3.1"
   },
   "devDependencies": {
-    "@docusaurus/module-type-aliases": "3.6.0",
-    "@docusaurus/preset-classic": "3.6.0",
-    "@docusaurus/theme-classic": "3.6.0",
-    "@docusaurus/types": "3.6.0",
+    "@docusaurus/module-type-aliases": "3.5.2",
+    "@docusaurus/preset-classic": "3.5.2",
+    "@docusaurus/theme-classic": "3.5.2",
+    "@docusaurus/types": "3.5.2",
     "@tsconfig/docusaurus": "2.0.3",
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "docusaurus-plugin-typedoc": "1.0.5",
-    "typedoc": "0.26.11",
-    "typedoc-plugin-markdown": "4.2.10",
-    "typescript": "^5.6.3"
+    "typedoc": "0.26.6",
+    "typedoc-plugin-markdown": "4.2.6",
+    "typescript": "^5.6.2"
   },
   "browserslist": {
     "production": [

apps/next/CHANGELOG.md

@@ -1,31 +1,5 @@
 # @llamaindex/doc
 
-## 0.0.8
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - @llamaindex/core@0.4.3
-  - llamaindex@0.8.6
-  - @llamaindex/cloud@2.0.3
-  - @llamaindex/node-parser@0.0.4
-  - @llamaindex/openai@0.1.28
-  - @llamaindex/readers@1.0.4
-
-## 0.0.7
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-  - @llamaindex/cloud@2.0.2
-  - @llamaindex/core@0.4.2
-  - @llamaindex/node-parser@0.0.3
-  - @llamaindex/openai@0.1.27
-  - @llamaindex/readers@1.0.3
-
 ## 0.0.6
 
 ### Patch Changes

apps/next/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/doc",
-  "version": "0.0.8",
+  "version": "0.0.6",
   "private": true,
   "scripts": {
     "build": "pnpm run build:docs && next build",
@@ -12,7 +12,6 @@
   },
   "dependencies": {
     "@icons-pack/react-simple-icons": "^10.1.0",
-    "@llamaindex/chat-ui": "0.0.5",
     "@llamaindex/cloud": "workspace:*",
     "@llamaindex/core": "workspace:*",
     "@llamaindex/node-parser": "workspace:*",
@@ -68,7 +67,7 @@
   "devDependencies": {
     "@next/env": "^15.0.2",
     "@types/mdx": "^2.0.13",
-    "@types/node": "22.9.0",
+    "@types/node": "22.8.6",
     "@types/react": "^18.3.12",
     "@types/react-dom": "^18.3.1",
     "autoprefixer": "^10.4.20",

apps/next/scripts/update-llamacloud.mts

@@ -1,4 +1,4 @@
-import { upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut } from "@llamaindex/cloud/api";
+import { PipelinesService } from "@llamaindex/cloud/api";
 import fg from "fast-glob";
 import {
   fileGenerator,
@@ -30,8 +30,9 @@ async function processContent(content: string): Promise<string> {
 }
 
 export async function updateLlamaCloud(): Promise<void> {
+  // eslint-disable-next-line turbo/no-undeclared-env-vars
   const apiKey = process.env.LLAMA_CLOUD_API_KEY;
-
+  // eslint-disable-next-line turbo/no-undeclared-env-vars
   const index = process.env.LLAMA_CLOUD_PIPELINE_ID;
 
   if (!apiKey || !index) {
@@ -82,26 +83,28 @@ export async function updateLlamaCloud(): Promise<void> {
 
   console.log(`added ${records.length} records`);
 
-  await upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut({
-    baseUrl: "https://api.cloud.llamaindex.ai/",
-    body: records.map((record) => ({
-      id: record.id,
-      metadata: {
-        title: record.title,
-        description: record.description,
-        documentUrl: record.id,
-        category: record.category,
+  await PipelinesService.upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut(
+    {
+      baseUrl: "https://api.cloud.llamaindex.ai/",
+      body: records.map((record) => ({
+        id: record.id,
+        metadata: {
+          title: record.title,
+          description: record.description,
+          documentUrl: record.id,
+          category: record.category,
+        },
+        text: record.content,
+      })),
+      path: {
+        pipeline_id: index,
+      },
+      throwOnError: true,
+      headers: {
+        Authorization: `Bearer ${apiKey}`,
       },
-      text: record.content,
-    })),
-    path: {
-      pipeline_id: index,
     },
-    throwOnError: true,
-    headers: {
-      Authorization: `Bearer ${apiKey}`,
-    },
-  });
+  );
 
   console.log("done");
 }

apps/next/src/app/(home)/page.tsx

@@ -25,16 +25,15 @@ export default function HomePage() {
   return (
     <main className="container mx-auto px-4 py-12">
       <h1 className="text-4xl md:text-6xl font-bold text-center mb-4">
-        Build context-augmented web apps using
+        Build RAG Web App using
         <br /> <span className="text-blue-500">LlamaIndex.TS</span>
       </h1>
       <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.
+        LlamaIndex.TS is the JS/TS library from our popular Python library
+        llama-index for building LLM applications
       </p>
       <div className="text-center text-lg text-fd-muted-foreground mb-12">
-        <span>Designed for building web applications in </span>
+        <span>Designed for building web applications under </span>
         <TextEffect />
       </div>
 
@@ -59,8 +58,8 @@ export default function HomePage() {
         <Feature
           icon={Footprints}
           subheading="Progressive"
-          heading="From the simplest to the most complex"
-          description="LlamaIndex.TS is designed to be simple to get started, but powerful enough to build complex, agentic AI applications."
+          heading="Adding AI feature from simple to complex"
+          description="LlamaIndex.TS is designed to be simple to start with and can be extended to build complex AI applications."
         >
           <Suspense
             fallback={
@@ -114,9 +113,9 @@ const response = await agent.chat({
         </Feature>
         <Feature
           icon={Bot}
-          subheading="Agents"
-          heading="Build agentic RAG applications"
-          description="Truly powerful retrieval-augmented generation applications use agentic techniques, and LlamaIndex.TS makes it easy to build them."
+          subheading="Agent"
+          heading="Build agent for RAG"
+          description="Build agents for RAG using LlamaIndex.TS. Agents are the core building blocks of RAG applications."
         >
           <CodeBlock
             code={`import { FunctionTool } from "llamaindex";
@@ -138,19 +137,19 @@ await agent.chat('...');`}
         <Feature
           icon={Blocks}
           subheading="Providers"
-          heading="LLMs, Data Loaders, Vector Stores and more!"
-          description="LlamaIndex.TS has hundreds of integrations to connect to your data, index it, and query it with LLMs."
+          heading="LLM / Data Loader / Vector Store"
+          description="LlamaIndex.TS provides various providers to turn your data into valuable insights."
         >
           <div className="mt-8 flex flex-col gap-8">
             <div>
               <h3 className="text-lg font-semibold text-fd-muted-foreground mb-2">
-                LLMs
+                LLM
               </h3>
               <InfiniteLLMProviders />
             </div>
             <div>
               <h3 className="text-lg font-semibold text-fd-muted-foreground mb-2">
-                Vector Stores
+                Vector Store
               </h3>
               <InfiniteVectorStoreProviders />
             </div>
@@ -158,8 +157,8 @@ await agent.chat('...');`}
         </Feature>
         <Feature
           icon={Terminal}
-          subheading="create-llama CLI"
-          heading="Build a RAG app with a single command"
+          subheading="Create Llama CLI"
+          heading="CLI for starting RAG app with one line"
           description="A command line tool to generate LlamaIndex apps, the easiest way to get started with LlamaIndex."
         >
           <div className="my-6">

apps/next/src/app/api/chat/route.ts

@@ -1,30 +0,0 @@
-import { LlamaIndexAdapter, type Message } from "ai";
-import { SimpleChatEngine, type ChatMessage } from "llamaindex";
-import { NextResponse, type NextRequest } from "next/server";
-
-export async function POST(request: NextRequest) {
-  try {
-    const { messages } = (await request.json()) as { messages: Message[] };
-    const userMessage = messages[messages.length - 1];
-    if (!userMessage || userMessage.role !== "user") {
-      return NextResponse.json(
-        { detail: "Last message is not a user message" },
-        { status: 400 },
-      );
-    }
-
-    const chatEngine = new SimpleChatEngine();
-
-    return LlamaIndexAdapter.toDataStreamResponse(
-      await chatEngine.chat({
-        message: userMessage.content,
-        chatHistory: messages as ChatMessage[],
-        stream: true,
-      }),
-      {},
-    );
-  } catch (error) {
-    const detail = (error as Error).message;
-    return NextResponse.json({ detail }, { status: 500 });
-  }
-}

apps/next/src/components/contribution.tsx

@@ -7,8 +7,9 @@ import { ReactElement } from "react";
 export function Contributing(): ReactElement {
   return (
     <div className="flex flex-col items-center border-x border-t px-4 py-16 text-center">
+      <Heart className="mb-4" />
       <h2 className="mb-4 text-xl font-semibold sm:text-2xl">
-        Made possible by you <Heart className="inline align-middle" />
+        Made Possible by You.
       </h2>
       <p className="mb-4 text-fd-muted-foreground">
         LlamaIndex.TS is powered by the open source community.

apps/next/src/components/contributor-count.tsx

@@ -53,6 +53,9 @@ export default async function ContributorCounter({
           </div>
         ) : null}
       </div>
+      <div className="text-center text-sm text-fd-muted-foreground">
+        Some of our best contributors.
+      </div>
     </div>
   );
 }

apps/next/src/components/demo/chat.tsx

@@ -1,8 +0,0 @@
-"use client";
-import { ChatSection } from "@llamaindex/chat-ui";
-import { useChat } from "ai/react";
-
-export const ChatDemo = () => {
-  const handler = useChat();
-  return <ChatSection handler={handler} />;
-};

apps/next/src/content/docs/llamaindex/guide/chat.mdx

@@ -1,46 +0,0 @@
----
-title: Chat-UI 
-description: Use chat-ui to add a chat interface to your LlamaIndexTS application.
----
-import { ChatDemo } from '../../../../components/demo/chat';
-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.
-
-## API route
-
-As an example, this is an API route for the Next.js App Router. Copy the following code into your `app/api/chat/route.ts` file to get started:
-
-```json doc-gen:file
-{
-  "file": "./src/app/api/chat/route.ts",
-	"codeblock": true
-}
-```
-
-## Chat UI
-
-This is the simplest way to add a chat interface to your application. Copy the following code into your application to consume the API:
-
-```json doc-gen:file
-{
-  "file": "./src/components/demo/chat.tsx",
-	"codeblock": true
-}
-```
-
-## Try it out ⬇️
-
-Combining both, you're getting a fully functional chat interface:
-
-<ChatDemo />
-
-## Next Steps
-
-The steps above are the bare minimum to get a chat interface working. From here, you can go two ways:
-
-1. Use [create-llama](https://github.com/run-llama/create-llama) to scaffold a new LlamaIndexTS project including complex API routes and chat interfaces or
-2. Learn more about [chat-ui](https://github.com/run-llama/chat-ui) and [LlamaIndexTS](https://github.com/run-llama/llamaindex-ts) to customize the chat interface and API routes to your needs.
-

apps/next/src/content/docs/llamaindex/guide/meta.json

@@ -1,5 +1,5 @@
 {
   "title": "Guide",
   "description": "See our guide",
-  "pages": ["workflow", "chat"]
+  "pages": ["workflow"]
 }

apps/next/src/deps/cloud.ts

@@ -1,8 +1,8 @@
 import {
   type MetadataFilter,
   type MetadataFilters,
+  PipelinesService,
   type RetrievalParams,
-  runSearchApiV1PipelinesPipelineIdRetrievePost,
   type TextNodeWithScore,
 } from "@llamaindex/cloud/api";
 import { QueryBundle } from "@llamaindex/core/query-engine";
@@ -74,7 +74,7 @@ export class LlamaCloudRetriever extends BaseRetriever {
     const pipelineId = this.pipelineId;
 
     const { data: results } =
-      await runSearchApiV1PipelinesPipelineIdRetrievePost({
+      await PipelinesService.runSearchApiV1PipelinesPipelineIdRetrievePost({
         throwOnError: true,
         path: {
           pipeline_id: pipelineId,

apps/next/tailwind.config.js

@@ -10,7 +10,6 @@ export default {
     "./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

examples/azure-cosmosdb.ts

@@ -1,71 +0,0 @@
-import "dotenv/config";
-
-import {
-  DefaultAzureCredential,
-  getBearerTokenProvider,
-} from "@azure/identity";
-import {
-  AzureCosmosDBNoSqlVectorStore,
-  AzureCosmosNoSqlDocumentStore,
-  AzureCosmosNoSqlIndexStore,
-  Document,
-  OpenAI,
-  OpenAIEmbedding,
-  Settings,
-  storageContextFromDefaults,
-  VectorStoreIndex,
-} from "llamaindex";
-/**
- * This example demonstrates how to use Azure CosmosDB with LlamaIndex.
- * It uses Azure CosmosDB as IndexStore, DocumentStore, and VectorStore.
- *
- * To run this example, create an .env file under /examples and set the following environment variables:
- *
- * AZURE_OPENAI_ENDPOINT="https://AOAI-ACCOUNT.openai.azure.com" // Sample Azure OpenAI endpoint.
- * AZURE_DEPLOYMENT_NAME="gpt-4o" // Sample Azure OpenAI deployment name.
- * EMBEDDING_MODEL="text-embedding-3-large" // Sample Azure OpenAI embedding model.
- * AZURE_COSMOSDB_NOSQL_ACCOUNT_ENDPOINT = "https://DB-ACCOUNT.documents.azure.com:443/" // Sample CosmosDB account endpoint.
- *
- * This example uses managed identity to authenticate with Azure CosmosDB and Azure OpenAI. Make sure to assign the required roles to the managed identity.
- * You can also use connectionString for Azure CosmosDB and Keys with Azure OpenAI for authentication.
- */
-(async () => {
-  const credential = new DefaultAzureCredential();
-  const azureADTokenProvider = getBearerTokenProvider(
-    credential,
-    "https://cognitiveservices.azure.com/.default",
-  );
-
-  const azure = {
-    azureADTokenProvider,
-    deployment: process.env.AZURE_DEPLOYMENT_NAME,
-  };
-  Settings.llm = new OpenAI({ azure });
-  Settings.embedModel = new OpenAIEmbedding({
-    model: process.env.EMBEDDING_MODEL,
-    azure: {
-      ...azure,
-      deployment: process.env.EMBEDDING_MODEL,
-    },
-  });
-  const docStore = AzureCosmosNoSqlDocumentStore.fromAadToken();
-  console.log({ docStore });
-  const indexStore = AzureCosmosNoSqlIndexStore.fromAadToken();
-  console.log({ indexStore });
-  const vectorStore = AzureCosmosDBNoSqlVectorStore.fromUriAndManagedIdentity();
-  console.log({ vectorStore });
-  const storageContext = await storageContextFromDefaults({
-    docStore,
-    indexStore,
-    vectorStore,
-  });
-  console.log({ storageContext });
-
-  const document = new Document({ text: "Test Text" });
-  const index = await VectorStoreIndex.fromDocuments([document], {
-    storageContext,
-    logProgress: true,
-  });
-
-  console.log({ index });
-})();

examples/cosmosdb/loadVectorData.ts

@@ -6,21 +6,17 @@ import {
 } from "@llamaindex/readers/cosmosdb";
 import * as dotenv from "dotenv";
 import {
-  AzureCosmosDBNoSQLConfig,
+  AzureCosmosDBNoSqlVectorStore,
   OpenAI,
   OpenAIEmbedding,
   Settings,
   storageContextFromDefaults,
   VectorStoreIndex,
 } from "llamaindex";
-import {
-  createStoresFromConnectionString,
-  createStoresFromManagedIdentity,
-} from "./utils";
 // Load environment variables from local .env file
 dotenv.config();
 
-const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ACCOUNT_ENDPOINT!;
+const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT!;
 const cosmosConnectionString =
   process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING!;
 const databaseName =
@@ -30,7 +26,7 @@ const collectionName =
 const vectorCollectionName =
   process.env.AZURE_COSMOSDB_VECTOR_CONTAINER_NAME || "vectorContainer";
 
-// This example uses Azure OpenAI llm and embedding models
+// This exampple uses Azure OpenAI llm and embedding models
 const llmInit = {
   azure: {
     apiVersion: process.env.AZURE_OPENAI_LLM_API_VERSION,
@@ -50,48 +46,24 @@ const embedModelInit = {
 Settings.llm = new OpenAI(llmInit);
 Settings.embedModel = new OpenAIEmbedding(embedModelInit);
 
-// Initialize the CosmosDB client
-async function initializeCosmosClient() {
-  if (cosmosConnectionString) {
-    return new CosmosClient(cosmosConnectionString);
-  } else {
-    const credential = new DefaultAzureCredential();
-    return new CosmosClient({
-      endpoint: cosmosEndpoint,
-      aadCredentials: credential,
-    });
-  }
-}
-
-// Initialize CosmosDB to be used as a vectorStore, docStore, and indexStore
-async function initializeStores() {
-  // Create a configuration object for the Azure CosmosDB NoSQL Vector Store
-  const dbConfig: AzureCosmosDBNoSQLConfig = {
-    databaseName,
-    containerName: vectorCollectionName,
-    flatMetadata: false,
-  };
-
-  if (cosmosConnectionString) {
-    return createStoresFromConnectionString(cosmosConnectionString, dbConfig);
-  } else {
-    // Use managed identity to authenticate with Azure CosmosDB
-    const credential = new DefaultAzureCredential();
-    return createStoresFromManagedIdentity(
-      cosmosEndpoint,
-      credential,
-      dbConfig,
-    );
-  }
-}
-
 async function loadVectorData() {
   if (!cosmosConnectionString && !cosmosEndpoint) {
     throw new Error(
       "Azure CosmosDB connection string or endpoint must be set.",
     );
   }
-  const cosmosClient = await initializeCosmosClient();
+
+  let cosmosClient: CosmosClient;
+  // initialize the cosmos client
+  if (cosmosConnectionString) {
+    cosmosClient = new CosmosClient(cosmosConnectionString);
+  } else {
+    cosmosClient = new CosmosClient({
+      endpoint: cosmosEndpoint,
+      aadCredentials: new DefaultAzureCredential(),
+    });
+  }
+
   const reader = new SimpleCosmosDBReader(cosmosClient);
   // create a configuration object for the reader
   const simpleCosmosReaderConfig: SimpleCosmosDBReaderLoaderConfig = {
@@ -104,15 +76,16 @@ async function loadVectorData() {
 
   // load objects from cosmos and convert them into LlamaIndex Document objects
   const documents = await reader.loadData(simpleCosmosReaderConfig);
-
-  // use Azure CosmosDB as a vectorStore, docStore, and indexStore
-  const { vectorStore, docStore, indexStore } = await initializeStores();
-  // Store the embeddings in the CosmosDB container
-  const storageContext = await storageContextFromDefaults({
-    vectorStore,
-    docStore,
-    indexStore,
+  // create Azure CosmosDB as a vector store
+  const vectorStore = new AzureCosmosDBNoSqlVectorStore({
+    client: cosmosClient,
+    databaseName,
+    containerName: vectorCollectionName,
+    flatMetadata: false,
   });
+
+  // Store the embeddings in the CosmosDB container
+  const storageContext = await storageContextFromDefaults({ vectorStore });
   await VectorStoreIndex.fromDocuments(documents, { storageContext });
   console.log(
     `Successfully created embeddings in the CosmosDB container ${vectorCollectionName}.`,

examples/cosmosdb/queryVectorData.ts

@@ -3,21 +3,17 @@ import { DefaultAzureCredential } from "@azure/identity";
 import * as dotenv from "dotenv";
 import {
   AzureCosmosDBNoSQLConfig,
+  AzureCosmosDBNoSqlVectorStore,
   OpenAI,
   OpenAIEmbedding,
   Settings,
-  storageContextFromDefaults,
   VectorStoreIndex,
 } from "llamaindex";
-import {
-  createStoresFromConnectionString,
-  createStoresFromManagedIdentity,
-} from "./utils";
 
 // Load environment variables from local .env file
 dotenv.config();
 
-const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ACCOUNT_ENDPOINT!;
+const cosmosEndpoint = process.env.AZURE_COSMOSDB_NOSQL_ENDPOINT!;
 const cosmosConnectionString =
   process.env.AZURE_COSMOSDB_NOSQL_CONNECTION_STRING!;
 const databaseName =
@@ -44,27 +40,6 @@ const embedModelInit = {
 Settings.llm = new OpenAI(llmInit);
 Settings.embedModel = new OpenAIEmbedding(embedModelInit);
 
-async function initializeStores() {
-  // Create a configuration object for the Azure CosmosDB NoSQL Vector Store
-  const dbConfig: AzureCosmosDBNoSQLConfig = {
-    databaseName,
-    containerName,
-    flatMetadata: false,
-  };
-
-  if (cosmosConnectionString) {
-    return createStoresFromConnectionString(cosmosConnectionString, dbConfig);
-  } else {
-    // Use managed identity to authenticate with Azure CosmosDB
-    const credential = new DefaultAzureCredential();
-    return createStoresFromManagedIdentity(
-      cosmosEndpoint,
-      credential,
-      dbConfig,
-    );
-  }
-}
-
 async function query() {
   if (!cosmosConnectionString && !cosmosEndpoint) {
     throw new Error(
@@ -90,19 +65,10 @@ async function query() {
     containerName,
     flatMetadata: false,
   };
-
-  // use Azure CosmosDB as a vectorStore, docStore, and indexStore
-  const { vectorStore, docStore, indexStore } = await initializeStores();
-
-  // Store the embeddings in the CosmosDB container
-  const storageContext = await storageContextFromDefaults({
-    vectorStore,
-    docStore,
-    indexStore,
-  });
+  const store = new AzureCosmosDBNoSqlVectorStore(dbConfig);
 
   // create an index from the Azure CosmosDB NoSQL Vector Store
-  const index = await VectorStoreIndex.init({ storageContext });
+  const index = await VectorStoreIndex.fromVectorStore(store);
 
   // create a retriever and a query engine from the index
   const retriever = index.asRetriever({ similarityTopK: 20 });

examples/cosmosdb/utils.ts

@@ -1,51 +0,0 @@
-import { TokenCredential } from "@azure/identity";
-import {
-  AzureCosmosDBNoSQLConfig,
-  AzureCosmosDBNoSqlVectorStore,
-  AzureCosmosNoSqlDocumentStore,
-  AzureCosmosNoSqlIndexStore,
-} from "llamaindex";
-
-/**
- * Util function to create AzureCosmosDB vectorStore, docStore, indexStore from connection string.
- */
-export const createStoresFromConnectionString = (
-  connectionString: string,
-  dbConfig: AzureCosmosDBNoSQLConfig,
-) => {
-  const vectorStore = AzureCosmosDBNoSqlVectorStore.fromConnectionString({
-    connectionString,
-    ...dbConfig,
-  });
-  const docStore = AzureCosmosNoSqlDocumentStore.fromConnectionString({
-    connectionString,
-  });
-  const indexStore = AzureCosmosNoSqlIndexStore.fromConnectionString({
-    connectionString,
-  });
-  return { vectorStore, docStore, indexStore };
-};
-
-/**
- * Util function to create AzureCosmosDB vectorStore, docStore, indexStore from connection string.
- */
-export const createStoresFromManagedIdentity = (
-  endpoint: string,
-  credential: TokenCredential,
-  dbConfig: AzureCosmosDBNoSQLConfig,
-) => {
-  const vectorStore = AzureCosmosDBNoSqlVectorStore.fromUriAndManagedIdentity({
-    endpoint,
-    credential,
-    ...dbConfig,
-  });
-  const docStore = AzureCosmosNoSqlDocumentStore.fromAadToken({
-    endpoint,
-    credential,
-  });
-  const indexStore = AzureCosmosNoSqlIndexStore.fromAadToken({
-    endpoint,
-    credential,
-  });
-  return { vectorStore, docStore, indexStore };
-};

examples/package.json

@@ -24,9 +24,9 @@
     "postgres": "^3.4.4"
   },
   "devDependencies": {
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "tsx": "^4.19.0",
-    "typescript": "^5.6.3"
+    "typescript": "^5.6.2"
   },
   "scripts": {
     "lint": "eslint ."

examples/readers/package.json

@@ -22,8 +22,8 @@
     "llamaindex": "*"
   },
   "devDependencies": {
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "tsx": "^4.19.0",
-    "typescript": "^5.6.3"
+    "typescript": "^5.6.2"
   }
 }

package.json

@@ -19,22 +19,22 @@
   },
   "devDependencies": {
     "@changesets/cli": "^2.27.5",
-    "eslint": "9.14.0",
+    "eslint": "9.13.0",
     "eslint-config-next": "^15.0.2",
     "eslint-config-prettier": "^9.1.0",
     "eslint-config-turbo": "^2.2.3",
     "eslint-plugin-react": "7.37.2",
-    "globals": "^15.12.0",
+    "globals": "^15.11.0",
     "husky": "^9.1.6",
     "lint-staged": "^15.2.10",
     "madge": "^8.0.0",
     "prettier": "^3.3.3",
     "prettier-plugin-organize-imports": "^4.1.0",
     "turbo": "^2.2.3",
-    "typescript": "^5.6.3",
-    "typescript-eslint": "^8.13.0"
+    "typescript": "^5.6.2",
+    "typescript-eslint": "^8.12.2"
   },
-  "packageManager": "pnpm@9.12.3",
+  "packageManager": "pnpm@9.5.0",
   "pnpm": {
     "overrides": {
       "trim": "1.0.1",

packages/autotool/CHANGELOG.md

@@ -1,21 +1,5 @@
 # @llamaindex/autotool
 
-## 5.0.6
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-
-## 5.0.5
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-
 ## 5.0.4
 
 ### Patch Changes

packages/autotool/examples/01_node/CHANGELOG.md

@@ -1,23 +1,5 @@
 # @llamaindex/autotool-01-node-example
 
-## 0.0.49
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-  - @llamaindex/autotool@5.0.6
-
-## 0.0.48
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-  - @llamaindex/autotool@5.0.5
-
 ## 0.0.47
 
 ### Patch Changes

packages/autotool/examples/01_node/package.json

@@ -13,5 +13,5 @@
   "scripts": {
     "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
   },
-  "version": "0.0.49"
+  "version": "0.0.47"
 }

packages/autotool/examples/02_nextjs/CHANGELOG.md

@@ -1,23 +1,5 @@
 # @llamaindex/autotool-02-next-example
 
-## 0.1.93
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-  - @llamaindex/autotool@5.0.6
-
-## 0.1.92
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-  - @llamaindex/autotool@5.0.5
-
 ## 0.1.91
 
 ### Patch Changes

packages/autotool/examples/02_nextjs/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/autotool-02-next-example",
   "private": true,
-  "version": "0.1.93",
+  "version": "0.1.91",
   "scripts": {
     "dev": "next dev",
     "build": "next build",
@@ -15,7 +15,7 @@
     "dotenv": "^16.3.1",
     "llamaindex": "workspace:*",
     "lucide-react": "^0.436.0",
-    "next": "15.0.2",
+    "next": "14.3.0-canary.51",
     "react": "^18.3.1",
     "react-dom": "^18.3.1",
     "react-markdown": "^9.0.1",
@@ -24,7 +24,7 @@
     "tailwind-merge": "^2.5.2"
   },
   "devDependencies": {
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "@types/react": "^18.3.12",
     "@types/react-dom": "^18.3.1",
     "@types/react-syntax-highlighter": "^15.5.11",
@@ -32,6 +32,6 @@
     "cross-env": "^7.0.3",
     "postcss": "^8.4.41",
     "tailwindcss": "^3.4.10",
-    "typescript": "^5.6.3"
+    "typescript": "^5.6.2"
   }
 }

packages/autotool/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/autotool",
   "type": "module",
-  "version": "5.0.6",
+  "version": "5.0.4",
   "description": "auto transpile your JS function to LLM Agent compatible",
   "files": [
     "dist",
@@ -47,7 +47,7 @@
   "dependencies": {
     "@swc/core": "^1.7.22",
     "jotai": "2.8.4",
-    "typedoc": "^0.26.11",
+    "typedoc": "^0.26.6",
     "unplugin": "^1.12.2"
   },
   "peerDependencies": {
@@ -69,14 +69,14 @@
   "devDependencies": {
     "@swc/types": "^0.1.12",
     "@types/json-schema": "^7.0.15",
-    "@types/node": "^22.9.0",
-    "bunchee": "5.6.1",
+    "@types/node": "^22.8.4",
+    "bunchee": "5.5.1",
     "llamaindex": "workspace:*",
-    "next": "15.0.2",
-    "rollup": "^4.24.4",
+    "next": "14.2.11",
+    "rollup": "^4.21.2",
     "tsx": "^4.19.0",
-    "typescript": "^5.6.3",
-    "vitest": "^2.1.4",
+    "typescript": "^5.6.2",
+    "vitest": "^2.0.5",
     "webpack": "^5.94.0"
   }
 }

packages/cloud/CHANGELOG.md

@@ -1,20 +1,5 @@
 # @llamaindex/cloud
 
-## 2.0.3
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - @llamaindex/core@0.4.3
-
-## 2.0.2
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-  - @llamaindex/env@0.1.17
-  - @llamaindex/core@0.4.2
-
 ## 2.0.1
 
 ### Patch Changes

packages/cloud/openapi-ts.config.ts

@@ -10,6 +10,9 @@ export default defineConfig({
     format: "prettier",
     lint: "eslint",
   },
+  services: {
+    asClass: true,
+  },
   types: {
     enums: "javascript",
   },

packages/cloud/package.json

@@ -1,10 +1,10 @@
 {
   "name": "@llamaindex/cloud",
-  "version": "2.0.3",
+  "version": "2.0.1",
   "type": "module",
   "license": "MIT",
   "scripts": {
-    "generate": "./node_modules/.bin/openapi-ts",
+    "generate": "pnpx @hey-api/openapi-ts@0.53.11",
     "build": "pnpm run generate && bunchee",
     "dev": "bunchee --watch"
   },
@@ -51,10 +51,10 @@
   },
   "devDependencies": {
     "@hey-api/client-fetch": "^0.4.2",
-    "@hey-api/openapi-ts": "^0.54.3",
+    "@hey-api/openapi-ts": "^0.53.11",
     "@llamaindex/core": "workspace:*",
     "@llamaindex/env": "workspace:*",
-    "bunchee": "5.6.1"
+    "bunchee": "5.5.1"
   },
   "peerDependencies": {
     "@llamaindex/core": "workspace:*",

packages/cloud/src/reader.ts

@@ -4,12 +4,7 @@ import { fs, getEnv, path } from "@llamaindex/env";
 import {
   type Body_upload_file_api_v1_parsing_upload_post,
   type ParserLanguages,
-  getJobApiV1ParsingJobJobIdGet,
-  getJobImageResultApiV1ParsingJobJobIdResultImageNameGet,
-  getJobJsonResultApiV1ParsingJobJobIdResultJsonGet,
-  getJobResultApiV1ParsingJobJobIdResultMarkdownGet,
-  getJobTextResultApiV1ParsingJobJobIdResultTextGet,
-  uploadFileApiV1ParsingUploadPost,
+  ParsingService,
 } from "./api";
 import { sleep } from "./utils";
 
@@ -206,7 +201,7 @@ export class LlamaParseReader extends FileReader {
         | undefined;
     } as unknown as Body_upload_file_api_v1_parsing_upload_post;
 
-    const response = await uploadFileApiV1ParsingUploadPost({
+    const response = await ParsingService.uploadFileApiV1ParsingUploadPost({
       client: this.#client,
       throwOnError: true,
       signal: AbortSignal.timeout(this.maxTimeout * 1000),
@@ -228,7 +223,7 @@ export class LlamaParseReader extends FileReader {
       await sleep(this.checkInterval * 1000);
 
       // Check the job status. If unsuccessful response, checks if maximum timeout has been reached. If reached, throws an error
-      const result = await getJobApiV1ParsingJobJobIdGet({
+      const result = await ParsingService.getJobApiV1ParsingJobJobIdGet({
         client: this.#client,
         throwOnError: true,
         path: {
@@ -244,36 +239,45 @@ export class LlamaParseReader extends FileReader {
         let result;
         switch (resultType) {
           case "json": {
-            result = await getJobJsonResultApiV1ParsingJobJobIdResultJsonGet({
-              client: this.#client,
-              throwOnError: true,
-              path: {
-                job_id: jobId,
-              },
-              signal,
-            });
+            result =
+              await ParsingService.getJobJsonResultApiV1ParsingJobJobIdResultJsonGet(
+                {
+                  client: this.#client,
+                  throwOnError: true,
+                  path: {
+                    job_id: jobId,
+                  },
+                  signal,
+                },
+              );
             break;
           }
           case "markdown": {
-            result = await getJobResultApiV1ParsingJobJobIdResultMarkdownGet({
-              client: this.#client,
-              throwOnError: true,
-              path: {
-                job_id: jobId,
-              },
-              signal,
-            });
+            result =
+              await ParsingService.getJobResultApiV1ParsingJobJobIdResultMarkdownGet(
+                {
+                  client: this.#client,
+                  throwOnError: true,
+                  path: {
+                    job_id: jobId,
+                  },
+                  signal,
+                },
+              );
             break;
           }
           case "text": {
-            result = await getJobTextResultApiV1ParsingJobJobIdResultTextGet({
-              client: this.#client,
-              throwOnError: true,
-              path: {
-                job_id: jobId,
-              },
-              signal,
-            });
+            result =
+              await ParsingService.getJobTextResultApiV1ParsingJobJobIdResultTextGet(
+                {
+                  client: this.#client,
+                  throwOnError: true,
+                  path: {
+                    job_id: jobId,
+                  },
+                  signal,
+                },
+              );
             break;
           }
         }
@@ -455,13 +459,15 @@ export class LlamaParseReader extends FileReader {
     jobId: string,
   ): Promise<void> {
     const response =
-      await getJobImageResultApiV1ParsingJobJobIdResultImageNameGet({
-        client: this.#client,
-        path: {
-          job_id: jobId,
-          name: imageName,
+      await ParsingService.getJobImageResultApiV1ParsingJobJobIdResultImageNameGet(
+        {
+          client: this.#client,
+          path: {
+            job_id: jobId,
+            name: imageName,
+          },
         },
-      });
+      );
     if (response.error) {
       throw new Error(`Failed to download image: ${response.error.detail}`);
     }

packages/community/CHANGELOG.md

@@ -1,27 +1,5 @@
 # @llamaindex/community
 
-## 0.0.61
-
-### Patch Changes
-
-- 487782c: Add missing inference endpoints for Haiku 3.5
-- Updated dependencies [95a5cc6]
-  - @llamaindex/core@0.4.3
-
-## 0.0.60
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-  - @llamaindex/env@0.1.17
-  - @llamaindex/core@0.4.2
-
-## 0.0.59
-
-### Patch Changes
-
-- 47a7c3e: feat: added support for Haiku 3.5 via Bedrock
-
 ## 0.0.58
 
 ### Patch Changes

packages/community/README.md

@@ -4,7 +4,7 @@
 
 ## Current Features:
 
-- Bedrock support for the Anthropic Claude Models [usage](https://ts.llamaindex.ai/modules/llms/available_llms/bedrock) including the latest Sonnet 3.5 v2 and Haiku 3.5
+- Bedrock support for the Anthropic Claude Models [usage](https://ts.llamaindex.ai/modules/llms/available_llms/bedrock) including the latest Sonnet 3.5 v2
 - Bedrock support for the Meta LLama 2, 3, 3.1 and 3.2 Models [usage](https://ts.llamaindex.ai/modules/llms/available_llms/bedrock)
 - Meta LLama3.1 405b and Llama3.2 tool call support
 - Meta 3.2 11B and 90B vision support

packages/community/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/community",
   "description": "Community package for LlamaIndexTS",
-  "version": "0.0.61",
+  "version": "0.0.58",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",
@@ -42,8 +42,8 @@
     "dev": "bunchee --watch"
   },
   "devDependencies": {
-    "@types/node": "^22.9.0",
-    "bunchee": "5.6.1"
+    "@types/node": "^22.8.4",
+    "bunchee": "5.5.1"
   },
   "dependencies": {
     "@aws-sdk/client-bedrock-agent-runtime": "^3.642.0",

packages/community/src/llm/bedrock/index.ts

@@ -66,7 +66,6 @@ export const BEDROCK_MODELS = {
   ANTHROPIC_CLAUDE_3_OPUS: "anthropic.claude-3-opus-20240229-v1:0",
   ANTHROPIC_CLAUDE_3_5_SONNET: "anthropic.claude-3-5-sonnet-20240620-v1:0",
   ANTHROPIC_CLAUDE_3_5_SONNET_V2: "anthropic.claude-3-5-sonnet-20241022-v2:0",
-  ANTHROPIC_CLAUDE_3_5_HAIKU: "anthropic.claude-3-5-haiku-20241022-v1:0",
   META_LLAMA2_13B_CHAT: "meta.llama2-13b-chat-v1",
   META_LLAMA2_70B_CHAT: "meta.llama2-70b-chat-v1",
   META_LLAMA3_8B_INSTRUCT: "meta.llama3-8b-instruct-v1:0",
@@ -87,7 +86,6 @@ export type BEDROCK_MODELS =
 
 export const INFERENCE_BEDROCK_MODELS = {
   US_ANTHROPIC_CLAUDE_3_HAIKU: "us.anthropic.claude-3-haiku-20240307-v1:0",
-  US_ANTHROPIC_CLAUDE_3_5_HAIKU: "us.anthropic.claude-3-5-haiku-20241022-v1:0",
   US_ANTHROPIC_CLAUDE_3_OPUS: "us.anthropic.claude-3-opus-20240229-v1:0",
   US_ANTHROPIC_CLAUDE_3_SONNET: "us.anthropic.claude-3-sonnet-20240229-v1:0",
   US_ANTHROPIC_CLAUDE_3_5_SONNET:
@@ -100,7 +98,6 @@ export const INFERENCE_BEDROCK_MODELS = {
   US_META_LLAMA_3_2_90B_INSTRUCT: "us.meta.llama3-2-90b-instruct-v1:0",
 
   EU_ANTHROPIC_CLAUDE_3_HAIKU: "eu.anthropic.claude-3-haiku-20240307-v1:0",
-  EU_ANTHROPIC_CLAUDE_3_5_HAIKU: "eu.anthropic.claude-3-5-haiku-20240307-v1:0",
   EU_ANTHROPIC_CLAUDE_3_SONNET: "eu.anthropic.claude-3-sonnet-20240229-v1:0",
   EU_ANTHROPIC_CLAUDE_3_5_SONNET:
     "eu.anthropic.claude-3-5-sonnet-20240620-v1:0",
@@ -125,8 +122,6 @@ export const INFERENCE_TO_BEDROCK_MAP: Record<
     BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
   [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_5_SONNET_V2]:
     BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
-  [INFERENCE_BEDROCK_MODELS.US_ANTHROPIC_CLAUDE_3_5_HAIKU]:
-    BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU,
   [INFERENCE_BEDROCK_MODELS.US_META_LLAMA_3_2_1B_INSTRUCT]:
     BEDROCK_MODELS.META_LLAMA3_2_1B_INSTRUCT,
   [INFERENCE_BEDROCK_MODELS.US_META_LLAMA_3_2_3B_INSTRUCT]:
@@ -174,7 +169,6 @@ const CHAT_ONLY_MODELS = {
   [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS]: 200000,
   [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET]: 200000,
   [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2]: 200000,
-  [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU]: 200000,
   [BEDROCK_MODELS.META_LLAMA2_13B_CHAT]: 2048,
   [BEDROCK_MODELS.META_LLAMA2_70B_CHAT]: 4096,
   [BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT]: 8192,
@@ -210,7 +204,6 @@ export const STREAMING_MODELS = new Set([
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS,
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
-  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU,
   BEDROCK_MODELS.META_LLAMA2_13B_CHAT,
   BEDROCK_MODELS.META_LLAMA2_70B_CHAT,
   BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT,
@@ -233,7 +226,6 @@ export const TOOL_CALL_MODELS: BEDROCK_MODELS[] = [
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS,
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET,
   BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2,
-  BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU,
   BEDROCK_MODELS.META_LLAMA3_1_405B_INSTRUCT,
   BEDROCK_MODELS.META_LLAMA3_2_1B_INSTRUCT,
   BEDROCK_MODELS.META_LLAMA3_2_3B_INSTRUCT,
@@ -267,8 +259,7 @@ export const BEDROCK_MODEL_MAX_TOKENS: Partial<Record<BEDROCK_MODELS, number>> =
     [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU]: 4096,
     [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS]: 4096,
     [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET]: 4096,
-    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2]: 8192,
-    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_HAIKU]: 8192,
+    [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_5_SONNET_V2]: 4096,
     [BEDROCK_MODELS.META_LLAMA2_13B_CHAT]: 2048,
     [BEDROCK_MODELS.META_LLAMA2_70B_CHAT]: 2048,
     [BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT]: 2048,

packages/core/CHANGELOG.md

@@ -1,18 +1,5 @@
 # @llamaindex/core
 
-## 0.4.3
-
-### Patch Changes
-
-- 95a5cc6: refactor: move storage into core
-
-## 0.4.2
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-  - @llamaindex/env@0.1.17
-
 ## 0.4.1
 
 ### Patch Changes

packages/core/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/core",
   "type": "module",
-  "version": "0.4.3",
+  "version": "0.4.1",
   "description": "LlamaIndex Core Module",
   "exports": {
     "./agent": {
@@ -214,48 +214,6 @@
         "default": "./storage/chat-store/dist/index.js"
       }
     },
-    "./storage/doc-store": {
-      "require": {
-        "types": "./storage/doc-store/dist/index.d.cts",
-        "default": "./storage/doc-store/dist/index.cjs"
-      },
-      "import": {
-        "types": "./storage/doc-store/dist/index.d.ts",
-        "default": "./storage/doc-store/dist/index.js"
-      },
-      "default": {
-        "types": "./storage/doc-store/dist/index.d.ts",
-        "default": "./storage/doc-store/dist/index.js"
-      }
-    },
-    "./storage/index-store": {
-      "require": {
-        "types": "./storage/index-store/dist/index.d.cts",
-        "default": "./storage/index-store/dist/index.cjs"
-      },
-      "import": {
-        "types": "./storage/index-store/dist/index.d.ts",
-        "default": "./storage/index-store/dist/index.js"
-      },
-      "default": {
-        "types": "./storage/index-store/dist/index.d.ts",
-        "default": "./storage/index-store/dist/index.js"
-      }
-    },
-    "./storage/kv-store": {
-      "require": {
-        "types": "./storage/kv-store/dist/index.d.cts",
-        "default": "./storage/kv-store/dist/index.cjs"
-      },
-      "import": {
-        "types": "./storage/kv-store/dist/index.d.ts",
-        "default": "./storage/kv-store/dist/index.js"
-      },
-      "default": {
-        "types": "./storage/kv-store/dist/index.d.ts",
-        "default": "./storage/kv-store/dist/index.js"
-      }
-    },
     "./response-synthesizers": {
       "require": {
         "types": "./response-synthesizers/dist/index.d.cts",
@@ -391,13 +349,13 @@
   "devDependencies": {
     "@edge-runtime/vm": "^4.0.3",
     "ajv": "^8.17.1",
-    "bunchee": "5.6.1",
-    "happy-dom": "^15.10.0",
+    "bunchee": "5.5.1",
+    "happy-dom": "^15.7.4",
     "natural": "^8.0.1"
   },
   "dependencies": {
     "@llamaindex/env": "workspace:*",
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "magic-bytes.js": "^1.10.0",
     "zod": "^3.23.8",
     "zod-to-json-schema": "^3.23.3"

packages/core/src/data-structs/data-structs.ts

@@ -1,6 +1,5 @@
 import { randomUUID } from "@llamaindex/env";
 import type { UUID } from "../global";
-import { BaseNode } from "../schema";
 import { IndexStructType } from "./struct-type";
 
 export abstract class IndexStruct {
@@ -66,48 +65,3 @@ export class KeywordTable extends IndexStruct {
     };
   }
 }
-
-export class IndexDict extends IndexStruct {
-  nodesDict: Record<string, BaseNode> = {};
-  type: IndexStructType = IndexStructType.SIMPLE_DICT;
-
-  addNode(node: BaseNode, textId?: string) {
-    const vectorId = textId ?? node.id_;
-    this.nodesDict[vectorId] = node;
-  }
-
-  toJson(): Record<string, unknown> {
-    const nodesDict: Record<string, unknown> = {};
-
-    for (const [key, node] of Object.entries(this.nodesDict)) {
-      nodesDict[key] = node.toJSON();
-    }
-
-    return {
-      ...super.toJson(),
-      nodesDict,
-      type: this.type,
-    };
-  }
-
-  delete(nodeId: string) {
-    delete this.nodesDict[nodeId];
-  }
-}
-
-export class IndexList extends IndexStruct {
-  nodes: string[] = [];
-  type: IndexStructType = IndexStructType.LIST;
-
-  addNode(node: BaseNode) {
-    this.nodes.push(node.id_);
-  }
-
-  toJson(): Record<string, unknown> {
-    return {
-      ...super.toJson(),
-      nodes: this.nodes,
-      type: this.type,
-    };
-  }
-}

packages/core/src/data-structs/index.ts

@@ -1,8 +1,2 @@
-export {
-  IndexDict,
-  IndexList,
-  IndexStruct,
-  KeywordTable,
-} from "./data-structs";
-export { jsonToIndexStruct } from "./json-to-index-struct";
+export { IndexStruct, KeywordTable } from "./data-structs";
 export { IndexStructType } from "./struct-type";

packages/core/src/data-structs/json-to-index-struct.ts

@@ -1,26 +0,0 @@
-import type { BaseNode } from "../schema";
-import { jsonToNode } from "../schema";
-import { IndexDict, IndexList, IndexStruct } from "./data-structs";
-import { IndexStructType } from "./struct-type";
-
-export function jsonToIndexStruct(
-  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-  json: any,
-): IndexStruct {
-  if (json.type === IndexStructType.LIST) {
-    const indexList = new IndexList(json.indexId, json.summary);
-    indexList.nodes = json.nodes;
-    return indexList;
-  } else if (json.type === IndexStructType.SIMPLE_DICT) {
-    const indexDict = new IndexDict(json.indexId, json.summary);
-    indexDict.nodesDict = Object.entries(json.nodesDict).reduce<
-      Record<string, BaseNode>
-    >((acc, [key, value]) => {
-      acc[key] = jsonToNode(value);
-      return acc;
-    }, {});
-    return indexDict;
-  } else {
-    throw new Error(`Unknown index struct type: ${json.type}`);
-  }
-}

packages/core/src/query-engine/retriever.ts

@@ -1,5 +1,6 @@
 import type { MessageContent } from "../llms";
 import type { BaseNodePostprocessor } from "../postprocessor";
+import { BaseQueryEngine, type QueryType } from "../query-engine";
 import {
   type BaseSynthesizer,
   getResponseSynthesizer,
@@ -7,7 +8,6 @@ import {
 import { BaseRetriever } from "../retriever";
 import type { NodeWithScore } from "../schema";
 import { extractText } from "../utils";
-import { BaseQueryEngine, type QueryType } from "./base";
 
 export class RetrieverQueryEngine extends BaseQueryEngine {
   retriever: BaseRetriever;

packages/core/src/schema/index.ts

@@ -1,10 +1,5 @@
 export * from "./node";
-export {
-  FileReader,
-  TransformComponent,
-  type BaseReader,
-  type StoredValue,
-} from "./type";
+export { FileReader, TransformComponent, type BaseReader } from "./type";
 export type { BaseOutputParser } from "./type/base-output-parser";
 export { EngineResponse } from "./type/engine–response";
 export * from "./zod";

packages/core/src/schema/type.ts

@@ -1,10 +1,6 @@
 import { fs, path, randomUUID } from "@llamaindex/env";
 import type { BaseNode, Document } from "./node";
 
-// fixme: remove any
-// eslint-disable-next-line @typescript-eslint/no-explicit-any
-export type StoredValue = Record<string, any> | null;
-
 interface TransformComponentSignature<
   Result extends BaseNode[] | Promise<BaseNode[]>,
 > {

packages/core/src/storage/doc-store/index.ts

@@ -1,167 +0,0 @@
-import { path } from "@llamaindex/env";
-import {
-  DEFAULT_DOC_STORE_PERSIST_FILENAME,
-  DEFAULT_PERSIST_DIR,
-} from "../../global";
-import type { StoredValue } from "../../schema";
-import { BaseNode, Document, ObjectType, TextNode } from "../../schema";
-
-const TYPE_KEY = "__type__";
-const DATA_KEY = "__data__";
-
-export interface Serializer<T> {
-  toPersistence(data: Record<string, unknown>): T;
-
-  fromPersistence(data: T): Record<string, unknown>;
-}
-
-export const jsonSerializer: Serializer<string> = {
-  toPersistence(data) {
-    return JSON.stringify(data);
-  },
-  fromPersistence(data) {
-    return JSON.parse(data);
-  },
-};
-
-export const noneSerializer: Serializer<Record<string, unknown>> = {
-  toPersistence(data) {
-    return data;
-  },
-  fromPersistence(data) {
-    return data;
-  },
-};
-
-type DocJson<Data> = {
-  [TYPE_KEY]: ObjectType;
-  [DATA_KEY]: Data;
-};
-
-export function isValidDocJson(
-  docJson: StoredValue | null | undefined,
-): docJson is DocJson<unknown> {
-  return (
-    typeof docJson === "object" &&
-    docJson !== null &&
-    docJson[TYPE_KEY] !== undefined &&
-    docJson[DATA_KEY] !== undefined
-  );
-}
-
-export function docToJson(
-  doc: BaseNode,
-  serializer: Serializer<unknown>,
-): DocJson<unknown> {
-  return {
-    [DATA_KEY]: serializer.toPersistence(doc.toJSON()),
-    [TYPE_KEY]: doc.type,
-  };
-}
-
-export function jsonToDoc<Data>(
-  docDict: DocJson<Data>,
-  serializer: Serializer<Data>,
-): BaseNode {
-  const docType = docDict[TYPE_KEY];
-  // fixme: zod type check this
-  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-  const dataDict: any = serializer.fromPersistence(docDict[DATA_KEY]);
-  let doc: BaseNode;
-
-  if (docType === ObjectType.DOCUMENT) {
-    doc = new Document({
-      text: dataDict.text,
-      id_: dataDict.id_,
-      embedding: dataDict.embedding,
-      hash: dataDict.hash,
-      metadata: dataDict.metadata,
-    });
-  } else if (docType === ObjectType.TEXT) {
-    doc = new TextNode({
-      text: dataDict.text,
-      id_: dataDict.id_,
-      hash: dataDict.hash,
-      metadata: dataDict.metadata,
-      relationships: dataDict.relationships,
-    });
-  } else {
-    throw new Error(`Unknown doc type: ${docType}`);
-  }
-
-  return doc;
-}
-
-const DEFAULT_PERSIST_PATH = path.join(
-  DEFAULT_PERSIST_DIR,
-  DEFAULT_DOC_STORE_PERSIST_FILENAME,
-);
-
-export interface RefDocInfo {
-  nodeIds: string[];
-  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-  extraInfo: Record<string, any>;
-}
-
-export abstract class BaseDocumentStore {
-  // eslint-disable-next-line @typescript-eslint/no-explicit-any
-  serializer: Serializer<any> = jsonSerializer;
-
-  // Save/load
-  persist(persistPath: string = DEFAULT_PERSIST_PATH): void {
-    // Persist the docstore to a file.
-  }
-
-  // Main interface
-  abstract docs(): Promise<Record<string, BaseNode>>;
-
-  abstract addDocuments(docs: BaseNode[], allowUpdate: boolean): Promise<void>;
-
-  abstract getDocument(
-    docId: string,
-    raiseError: boolean,
-  ): Promise<BaseNode | undefined>;
-
-  abstract deleteDocument(docId: string, raiseError: boolean): Promise<void>;
-
-  abstract documentExists(docId: string): Promise<boolean>;
-
-  // Hash
-  abstract setDocumentHash(docId: string, docHash: string): Promise<void>;
-
-  abstract getDocumentHash(docId: string): Promise<string | undefined>;
-
-  abstract getAllDocumentHashes(): Promise<Record<string, string>>;
-
-  // Ref Docs
-  abstract getAllRefDocInfo(): Promise<Record<string, RefDocInfo> | undefined>;
-
-  abstract getRefDocInfo(refDocId: string): Promise<RefDocInfo | undefined>;
-
-  abstract deleteRefDoc(refDocId: string, raiseError: boolean): Promise<void>;
-
-  // Nodes
-  getNodes(nodeIds: string[], raiseError: boolean = true): Promise<BaseNode[]> {
-    return Promise.all(
-      nodeIds.map((nodeId) => this.getNode(nodeId, raiseError)),
-    );
-  }
-
-  async getNode(nodeId: string, raiseError: boolean = true): Promise<BaseNode> {
-    const doc = await this.getDocument(nodeId, raiseError);
-    if (!(doc instanceof BaseNode)) {
-      throw new Error(`Document ${nodeId} is not a Node.`);
-    }
-    return doc;
-  }
-
-  async getNodeDict(nodeIdDict: {
-    [index: number]: string;
-  }): Promise<Record<number, BaseNode>> {
-    const result: Record<number, BaseNode> = {};
-    for (const index in nodeIdDict) {
-      result[index] = await this.getNode(nodeIdDict[index]!);
-    }
-    return result;
-  }
-}

packages/core/src/storage/index-store/index.ts

@@ -1,115 +0,0 @@
-import { path } from "@llamaindex/env";
-import { IndexStruct, jsonToIndexStruct } from "../../data-structs";
-import {
-  DEFAULT_INDEX_STORE_PERSIST_FILENAME,
-  DEFAULT_NAMESPACE,
-  DEFAULT_PERSIST_DIR,
-} from "../../global";
-import {
-  BaseInMemoryKVStore,
-  BaseKVStore,
-  type DataType,
-  SimpleKVStore,
-} from "../kv-store";
-
-export const DEFAULT_PERSIST_PATH = path.join(
-  DEFAULT_PERSIST_DIR,
-  DEFAULT_INDEX_STORE_PERSIST_FILENAME,
-);
-
-export abstract class BaseIndexStore {
-  abstract getIndexStructs(): Promise<IndexStruct[]>;
-
-  abstract addIndexStruct(indexStruct: IndexStruct): Promise<void>;
-
-  abstract deleteIndexStruct(key: string): Promise<void>;
-
-  abstract getIndexStruct(structId?: string): Promise<IndexStruct | undefined>;
-
-  async persist(persistPath: string = DEFAULT_PERSIST_PATH): Promise<void> {
-    // Persist the index store to disk.
-  }
-}
-
-export class KVIndexStore extends BaseIndexStore {
-  private _kvStore: BaseKVStore;
-  private _collection: string;
-
-  constructor(kvStore: BaseKVStore, namespace: string = DEFAULT_NAMESPACE) {
-    super();
-    this._kvStore = kvStore;
-    this._collection = `${namespace}/data`;
-  }
-
-  async addIndexStruct(indexStruct: IndexStruct): Promise<void> {
-    const key = indexStruct.indexId;
-    const data = indexStruct.toJson();
-    await this._kvStore.put(key, data, this._collection);
-  }
-
-  async deleteIndexStruct(key: string): Promise<void> {
-    await this._kvStore.delete(key, this._collection);
-  }
-
-  async getIndexStruct(structId?: string): Promise<IndexStruct | undefined> {
-    if (!structId) {
-      const structs = await this.getIndexStructs();
-      if (structs.length !== 1) {
-        throw new Error("More than one index struct found");
-      }
-      return structs[0];
-    } else {
-      const json = await this._kvStore.get(structId, this._collection);
-      if (json == null) {
-        return;
-      }
-      return jsonToIndexStruct(json);
-    }
-  }
-
-  async getIndexStructs(): Promise<IndexStruct[]> {
-    const jsons = await this._kvStore.getAll(this._collection);
-    return Object.values(jsons).map((json) => jsonToIndexStruct(json));
-  }
-}
-
-export class SimpleIndexStore extends KVIndexStore {
-  private kvStore: BaseInMemoryKVStore;
-
-  constructor(kvStore?: BaseInMemoryKVStore) {
-    kvStore = kvStore || new SimpleKVStore();
-    super(kvStore);
-    this.kvStore = kvStore;
-  }
-
-  static async fromPersistDir(
-    persistDir: string = DEFAULT_PERSIST_DIR,
-  ): Promise<SimpleIndexStore> {
-    const persistPath = path.join(
-      persistDir,
-      DEFAULT_INDEX_STORE_PERSIST_FILENAME,
-    );
-    return this.fromPersistPath(persistPath);
-  }
-
-  static async fromPersistPath(persistPath: string): Promise<SimpleIndexStore> {
-    const simpleKVStore = await SimpleKVStore.fromPersistPath(persistPath);
-    return new SimpleIndexStore(simpleKVStore);
-  }
-
-  async persist(persistPath: string = DEFAULT_PERSIST_DIR): Promise<void> {
-    this.kvStore.persist(persistPath);
-  }
-
-  static fromDict(saveDict: DataType): SimpleIndexStore {
-    const simpleKVStore = SimpleKVStore.fromDict(saveDict);
-    return new SimpleIndexStore(simpleKVStore);
-  }
-
-  toDict(): Record<string, unknown> {
-    if (!(this.kvStore instanceof SimpleKVStore)) {
-      throw new Error("KVStore is not a SimpleKVStore");
-    }
-    return this.kvStore.toDict();
-  }
-}

packages/core/storage/doc-store/package.json

@@ -1,8 +0,0 @@
-{
-  "type": "module",
-  "main": "./dist/index.cjs",
-  "module": "./dist/index.js",
-  "types": "./dist/index.d.ts",
-  "exports": "./dist/index.js",
-  "private": true
-}

packages/core/storage/index-store/package.json

@@ -1,8 +0,0 @@
-{
-  "type": "module",
-  "main": "./dist/index.cjs",
-  "module": "./dist/index.js",
-  "types": "./dist/index.d.ts",
-  "exports": "./dist/index.js",
-  "private": true
-}

packages/core/storage/kv-store/package.json

@@ -1,8 +0,0 @@
-{
-  "type": "module",
-  "main": "./dist/index.cjs",
-  "module": "./dist/index.js",
-  "types": "./dist/index.d.ts",
-  "exports": "./dist/index.js",
-  "private": true
-}

packages/core/tests/package.json

@@ -7,6 +7,6 @@
   },
   "devDependencies": {
     "@llamaindex/core": "workspace:*",
-    "vitest": "^2.1.4"
+    "vitest": "^2.0.5"
   }
 }

packages/env/CHANGELOG.md

@@ -1,11 +1,5 @@
 # @llamaindex/env
 
-## 0.1.17
-
-### Patch Changes
-
-- 14cc9eb: chore: move multi-model into single sub module
-
 ## 0.1.16
 
 ### Patch Changes

packages/env/multi-model/package.json

@@ -1,12 +0,0 @@
-{
-  "type": "module",
-  "main": "./dist/index.cjs",
-  "module": "./dist/index.js",
-  "types": "./dist/index.d.ts",
-  "exports": {
-    "browser": "./dist/index.browser.js",
-    "edge-light": "./dist/index.edge-light.js",
-    "workerd": "./dist/index.workerd.js"
-  },
-  "private": true
-}

packages/env/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/env",
   "description": "environment wrapper, supports all JS environment including node, deno, bun, edge runtime, and cloudflare worker",
-  "version": "0.1.17",
+  "version": "0.1.16",
   "type": "module",
   "types": "dist/index.d.ts",
   "module": "dist/index.js",
@@ -28,7 +28,7 @@
         "types": "./dist/index.d.ts",
         "import": "./dist/index.js",
         "require": "./dist/index.cjs",
-        "default": "./dist/index.js"
+        "default": "./dist/index.cjs"
       },
       "workerd": {
         "types": "./dist/index.workerd.d.ts",
@@ -50,36 +50,9 @@
         "types": "./dist/index.d.cts",
         "default": "./dist/index.cjs"
       }
-    },
-    "./multi-model": {
-      "workerd": {
-        "types": "./multi-model/dist/multi-model.workerd.d.ts",
-        "default": "./multi-model/dist/multi-model.workerd.js"
-      },
-      "edge-light": {
-        "types": "./multi-model/dist/multi-model.edge-light.d.ts",
-        "default": "./multi-model/dist/multi-model.edge-light.js"
-      },
-      "browser": {
-        "types": "./multi-model/dist/multi-model.browser.d.ts",
-        "default": "./multi-model/dist/multi-model.browser.js"
-      },
-      "import": {
-        "types": "./multi-model/dist/multi-model.d.ts",
-        "default": "./multi-model/dist/multi-model.js"
-      },
-      "require": {
-        "types": "./multi-model/dist/multi-model.d.cts",
-        "default": "./multi-model/dist/multi-model.cjs"
-      },
-      "default": {
-        "types": "./multi-model/dist/multi-model.d.ts",
-        "default": "./multi-model/dist/multi-model.js"
-      }
     }
   },
   "files": [
-    "multi-model",
     "dist",
     "CHANGELOG.md",
     "!**/*.tsbuildinfo"
@@ -95,13 +68,13 @@
     "test": "vitest"
   },
   "devDependencies": {
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "@types/readable-stream": "^4.0.15",
     "@xenova/transformers": "^2.17.2",
-    "bunchee": "5.6.1",
-    "gpt-tokenizer": "^2.6.0",
+    "bunchee": "5.5.1",
+    "gpt-tokenizer": "^2.5.0",
     "pathe": "^1.1.2",
-    "vitest": "^2.1.4"
+    "vitest": "^2.0.5"
   },
   "peerDependencies": {
     "@aws-crypto/sha256-js": "^5.2.0",

packages/env/src/index.browser.ts

@@ -6,6 +6,12 @@
 import "./global-check.js";
 
 export { consoleLogger, emptyLogger, type Logger } from "./logger/index.js";
+export {
+  loadTransformers,
+  setTransformers,
+  type LoadTransformerEvent,
+  type OnLoad,
+} from "./multi-model/index.browser.js";
 export { Tokenizers, tokenizers, type Tokenizer } from "./tokenizers/js.js";
 export { NotSupportCurrentRuntimeClass } from "./utils/shared.js";
 export * from "./web-polyfill.js";

packages/env/src/index.edge-light.ts

@@ -5,6 +5,12 @@
  */
 import "./global-check.js";
 export { consoleLogger, emptyLogger, type Logger } from "./logger/index.js";
+export {
+  loadTransformers,
+  setTransformers,
+  type LoadTransformerEvent,
+  type OnLoad,
+} from "./multi-model/index.non-nodejs.js";
 export * from "./node-polyfill.js";
 export { Tokenizers, tokenizers, type Tokenizer } from "./tokenizers/js.js";
 export { NotSupportCurrentRuntimeClass } from "./utils/shared.js";

packages/env/src/index.ts

@@ -35,6 +35,12 @@ export function createSHA256(): SHA256 {
 }
 
 export { consoleLogger, emptyLogger, type Logger } from "./logger/index.js";
+export {
+  loadTransformers,
+  setTransformers,
+  type LoadTransformerEvent,
+  type OnLoad,
+} from "./multi-model/index.js";
 export { Tokenizers, tokenizers, type Tokenizer } from "./tokenizers/node.js";
 export {
   AsyncLocalStorage,

packages/env/src/index.workerd.ts

@@ -16,4 +16,10 @@ export function getEnv(name: string): string | undefined {
 }
 
 export { consoleLogger, emptyLogger, type Logger } from "./logger/index.js";
+export {
+  loadTransformers,
+  setTransformers,
+  type LoadTransformerEvent,
+  type OnLoad,
+} from "./multi-model/index.non-nodejs.js";
 export { Tokenizers, tokenizers, type Tokenizer } from "./tokenizers/js.js";

packages/env/src/multi-model.browser.ts

@@ -1,6 +0,0 @@
-export {
-  loadTransformers,
-  setTransformers,
-  type LoadTransformerEvent,
-  type OnLoad,
-} from "./internal/multi-model/browser.js";

packages/env/src/multi-model.edge-light.ts

@@ -1,6 +0,0 @@
-export {
-  loadTransformers,
-  setTransformers,
-  type LoadTransformerEvent,
-  type OnLoad,
-} from "./internal/multi-model/non-node.js";

packages/env/src/multi-model.ts

@@ -1,6 +0,0 @@
-export {
-  loadTransformers,
-  setTransformers,
-  type LoadTransformerEvent,
-  type OnLoad,
-} from "./internal/multi-model/node.js";

packages/env/src/multi-model.workerd.ts

@@ -1,6 +0,0 @@
-export {
-  loadTransformers,
-  setTransformers,
-  type LoadTransformerEvent,
-  type OnLoad,
-} from "./internal/multi-model/non-node.js";

packages/env/turbo.json

@@ -1,8 +0,0 @@
-{
-  "extends": ["//"],
-  "tasks": {
-    "build": {
-      "outputs": ["**/dist/**"]
-    }
-  }
-}

packages/experimental/CHANGELOG.md

@@ -1,21 +1,5 @@
 # @llamaindex/experimental
 
-## 0.0.118
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-
-## 0.0.117
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-
 ## 0.0.116
 
 ### Patch Changes

packages/experimental/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/experimental",
   "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.118",
+  "version": "0.0.116",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",
@@ -56,15 +56,15 @@
   },
   "devDependencies": {
     "@aws-crypto/sha256-js": "^5.2.0",
-    "@swc/cli": "^0.5.0",
+    "@swc/cli": "^0.4.0",
     "@swc/core": "^1.7.22",
     "@types/jsonpath": "^0.2.4",
-    "concurrently": "^9.1.0",
+    "concurrently": "^8.2.2",
     "pathe": "^1.1.2"
   },
   "dependencies": {
     "@types/lodash": "^4.17.7",
-    "@types/node": "^22.9.0",
+    "@types/node": "^22.8.4",
     "jsonpath": "^1.1.1",
     "llamaindex": "workspace:*",
     "lodash": "^4.17.21"

packages/llamaindex/CHANGELOG.md

@@ -1,48 +1,5 @@
 # llamaindex
 
-## 0.8.6
-
-### Patch Changes
-
-- 95a5cc6: refactor: move storage into core
-- Updated dependencies [95a5cc6]
-  - @llamaindex/core@0.4.3
-  - @llamaindex/cloud@2.0.3
-  - @llamaindex/node-parser@0.0.4
-  - @llamaindex/anthropic@0.0.12
-  - @llamaindex/clip@0.0.12
-  - @llamaindex/deepinfra@0.0.12
-  - @llamaindex/huggingface@0.0.12
-  - @llamaindex/ollama@0.0.19
-  - @llamaindex/openai@0.1.28
-  - @llamaindex/portkey-ai@0.0.12
-  - @llamaindex/replicate@0.0.12
-  - @llamaindex/readers@1.0.4
-  - @llamaindex/groq@0.0.27
-
-## 0.8.5
-
-### Patch Changes
-
-- 14cc9eb: chore: move multi-model into single sub module
-- a6db5dd: feat: add baseUrl and timeout option in cohere rerank
-- 396b1e1: feat: add Azure Cosmos DB DocumentStore, IndexStore, KVStore, update vectorStore and examples
-- Updated dependencies [14cc9eb]
-  - @llamaindex/env@0.1.17
-  - @llamaindex/clip@0.0.11
-  - @llamaindex/huggingface@0.0.11
-  - @llamaindex/cloud@2.0.2
-  - @llamaindex/core@0.4.2
-  - @llamaindex/node-parser@0.0.3
-  - @llamaindex/anthropic@0.0.11
-  - @llamaindex/deepinfra@0.0.11
-  - @llamaindex/groq@0.0.26
-  - @llamaindex/ollama@0.0.18
-  - @llamaindex/openai@0.1.27
-  - @llamaindex/portkey-ai@0.0.11
-  - @llamaindex/replicate@0.0.11
-  - @llamaindex/readers@1.0.3
-
 ## 0.8.4
 
 ### Patch Changes

packages/llamaindex/e2e/examples/cloudflare-worker-agent/CHANGELOG.md

@@ -1,21 +1,5 @@
 # @llamaindex/cloudflare-worker-agent-test
 
-## 0.0.102
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-
-## 0.0.101
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-
 ## 0.0.100
 
 ### Patch Changes

packages/llamaindex/e2e/examples/cloudflare-worker-agent/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.102",
+  "version": "0.0.100",
   "type": "module",
   "private": true,
   "scripts": {
@@ -14,10 +14,10 @@
   "devDependencies": {
     "@cloudflare/vitest-pool-workers": "^0.5.8",
     "@cloudflare/workers-types": "^4.20240924.0",
-    "@vitest/runner": "2.1.4",
-    "@vitest/snapshot": "2.1.4",
-    "typescript": "^5.6.3",
-    "vitest": "2.1.4",
+    "@vitest/runner": "2.1.1",
+    "@vitest/snapshot": "2.1.1",
+    "typescript": "^5.6.2",
+    "vitest": "2.1.1",
     "wrangler": "^3.78.8"
   },
   "dependencies": {

packages/llamaindex/e2e/examples/llama-parse-browser/CHANGELOG.md

@@ -1,17 +1,5 @@
 # @llamaindex/llama-parse-browser-test
 
-## 0.0.23
-
-### Patch Changes
-
-- @llamaindex/cloud@2.0.3
-
-## 0.0.22
-
-### Patch Changes
-
-- @llamaindex/cloud@2.0.2
-
 ## 0.0.21
 
 ### Patch Changes

packages/llamaindex/e2e/examples/llama-parse-browser/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llama-parse-browser-test",
   "private": true,
-  "version": "0.0.23",
+  "version": "0.0.21",
   "type": "module",
   "scripts": {
     "dev": "vite",
@@ -9,7 +9,7 @@
     "preview": "vite preview"
   },
   "devDependencies": {
-    "typescript": "^5.6.3",
+    "typescript": "^5.5.3",
     "vite": "^5.4.1",
     "vite-plugin-wasm": "^3.3.0"
   },

packages/llamaindex/e2e/examples/llama-parse-browser/tsconfig.json

@@ -1,5 +1,5 @@
 {
-  "extends": "../../../tsconfig.json",
+  "extends": "../../../../../tsconfig.json",
   "compilerOptions": {
     "target": "ES2020",
     "useDefineForClassFields": true,
@@ -20,7 +20,7 @@
   },
   "references": [
     {
-      "path": "../../../packages/cloud/tsconfig.json"
+      "path": "../../../../cloud/tsconfig.json"
     }
   ]
 }

packages/llamaindex/e2e/examples/nextjs-agent/CHANGELOG.md

@@ -1,21 +1,5 @@
 # @llamaindex/next-agent-test
 
-## 0.1.102
-
-### Patch Changes
-
-- Updated dependencies [95a5cc6]
-  - llamaindex@0.8.6
-
-## 0.1.101
-
-### Patch Changes
-
-- Updated dependencies [14cc9eb]
-- Updated dependencies [a6db5dd]
-- Updated dependencies [396b1e1]
-  - llamaindex@0.8.5
-
 ## 0.1.100
 
 ### Patch Changes