Release 0.8.25 (#1536 )

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <marcusschiesser@users.noreply.github.com>
fix: release missing readers package (#1537 )
2026-07-01 22:14:03 -04:00 · 2024-12-02 03:02:36 -08:00 · 2024-12-02 17:54:22 +07:00 · 2024-12-02 02:21:13 -08:00 · 2024-12-02 14:19:40 +07:00 · 2024-12-02 13:56:28 +07:00
86 changed files with 1561 additions and 44 deletions
@@ -1,5 +1,32 @@
 # docs

+## 0.0.131
+
+### Patch Changes
+
+- llamaindex@0.8.25
+- @llamaindex/examples@0.0.18
+
+## 0.0.130
+
+### Patch Changes
+
+- Updated dependencies [fd38a25]
+  - @llamaindex/examples@0.0.17
+
+## 0.0.129
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.128
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.0.127

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "docs",
-  "version": "0.0.127",
+  "version": "0.0.131",
  "private": true,
  "scripts": {
    "docusaurus": "docusaurus",
@@ -1,5 +1,43 @@
 # @llamaindex/doc

+## 0.0.29
+
+### Patch Changes
+
+- Updated dependencies [7e8230b]
+- Updated dependencies [8be4589]
+  - @llamaindex/readers@1.0.18
+  - @llamaindex/cloud@2.0.16
+  - @llamaindex/core@0.4.16
+  - @llamaindex/node-parser@0.0.17
+  - @llamaindex/openai@0.1.41
+  - @llamaindex/workflow@0.0.7
+  - llamaindex@0.8.25
+
+## 0.0.28
+
+### Patch Changes
+
+- fd38a25: Add vercel tool adapter to use query engine tool
+
+## 0.0.27
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.26
+
+### Patch Changes
+
+- @llamaindex/cloud@2.0.15
+- @llamaindex/core@0.4.15
+- llamaindex@0.8.23
+- @llamaindex/node-parser@0.0.16
+- @llamaindex/openai@0.1.40
+- @llamaindex/readers@1.0.17
+
 ## 0.0.25

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/doc",
-  "version": "0.0.25",
+  "version": "0.0.29",
  "private": true,
  "scripts": {
    "build": "pnpm run build:docs && next build",
@@ -1,5 +1,5 @@
 {
  "title": "Integration",
  "description": "See our integrations",
-  "pages": ["open-llm-metry", "lang-trace"]
+  "pages": ["open-llm-metry", "lang-trace", "vercel"]
 }
@@ -0,0 +1,80 @@
+---
+title: Vercel
+description: Integrate LlamaIndex with Vercel's AI SDK
+---
+
+LlamaIndex provides integration with Vercel's AI SDK, allowing you to create powerful search and retrieval applications. Below are examples of how to use LlamaIndex with `streamText` from the Vercel AI SDK.
+
+## Setup
+
+First, install the required dependencies:
+
+```bash
+npm install @llamaindex/vercel ai
+```
+
+## Using Local Vector Store
+
+Here's how to create a simple vector store index and query it using Vercel's AI SDK:
+
+```typescript
+import { openai } from "@ai-sdk/openai";
+import { llamaindex } from "@llamaindex/vercel";
+import { streamText } from "ai";
+import { Document, VectorStoreIndex } from "llamaindex";
+
+// Create an index from your documents
+const document = new Document({ text: yourText, id_: "unique-id" });
+const index = await VectorStoreIndex.fromDocuments([document]);
+
+// Create a query tool
+const queryTool = llamaindex({
+  index,
+  description: "Search through the documents", // optional
+});
+
+// Use the tool with Vercel's AI SDK
+streamText({
+  tools: { queryTool },
+  prompt: "Your question here",
+  model: openai("gpt-4"),
+  onFinish({ response }) {
+    console.log("Response:", response.messages); // log the response
+  },
+}).toDataStream();
+```
+
+## Using LlamaCloud
+
+For production deployments, you can use LlamaCloud to store and manage your documents:
+
+```typescript
+import { LlamaCloudIndex } from "llamaindex";
+
+// Create a LlamaCloud index
+const index = await LlamaCloudIndex.fromDocuments({
+  documents: [document],
+  name: "your-index-name",
+  projectName: "your-project",
+  apiKey: process.env.LLAMA_CLOUD_API_KEY,
+});
+
+// Use it the same way as VectorStoreIndex
+const queryTool = llamaindex({
+  index,
+  description: "Search through the documents",
+});
+
+// Use the tool with Vercel's AI SDK
+streamText({
+  tools: { queryTool },
+  prompt: "Your question here",
+  model: openai("gpt-4"),
+}).toDataStream();
+```
+
+## Next Steps
+
+1. Explore [LlamaCloud](https://cloud.llamaindex.ai/) for managed document storage and retrieval
+2. Join our [Discord community](https://discord.gg/llamaindex) for support and discussions
+
@@ -1,5 +1,24 @@
 # @llamaindex/cloudflare-worker-agent-test

+## 0.0.121
+
+### Patch Changes
+
+- llamaindex@0.8.25
+
+## 0.0.120
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.119
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.0.118

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.118",
+  "version": "0.0.121",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,18 @@
 # @llamaindex/llama-parse-browser-test

+## 0.0.36
+
+### Patch Changes
+
+- Updated dependencies [8be4589]
+  - @llamaindex/cloud@2.0.16
+
+## 0.0.35
+
+### Patch Changes
+
+- @llamaindex/cloud@2.0.15
+
 ## 0.0.34

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llama-parse-browser-test",
  "private": true,
-  "version": "0.0.34",
+  "version": "0.0.36",
  "type": "module",
  "scripts": {
    "dev": "vite",
@@ -1,5 +1,24 @@
 # @llamaindex/next-agent-test

+## 0.1.121
+
+### Patch Changes
+
+- llamaindex@0.8.25
+
+## 0.1.120
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.1.119
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.1.118

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-agent-test",
-  "version": "0.1.118",
+  "version": "0.1.121",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,24 @@
 # test-edge-runtime

+## 0.1.120
+
+### Patch Changes
+
+- llamaindex@0.8.25
+
+## 0.1.119
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.1.118
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.1.117

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.117",
+  "version": "0.1.120",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,24 @@
 # @llamaindex/next-node-runtime

+## 0.0.102
+
+### Patch Changes
+
+- llamaindex@0.8.25
+
+## 0.0.101
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.100
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.0.99

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.0.99",
+  "version": "0.0.102",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,24 @@
 # @llamaindex/waku-query-engine-test

+## 0.0.121
+
+### Patch Changes
+
+- llamaindex@0.8.25
+
+## 0.0.120
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.119
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.0.118

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.118",
+  "version": "0.0.121",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,25 @@
 # examples

+## 0.0.18
+
+### Patch Changes
+
+- Updated dependencies [7e8230b]
+- Updated dependencies [8be4589]
+  - @llamaindex/readers@1.0.18
+  - @llamaindex/core@0.4.16
+  - @llamaindex/vercel@0.0.3
+  - @llamaindex/workflow@0.0.7
+  - llamaindex@0.8.25
+
+## 0.0.17
+
+### Patch Changes
+
+- fd38a25: Add vercel tool adapter to use query engine tool
+- Updated dependencies [fd38a25]
+  - @llamaindex/vercel@0.0.2
+
 ## 0.0.16

 ### Patch Changes
@@ -1,24 +1,27 @@
 {
  "name": "@llamaindex/examples",
  "private": true,
-  "version": "0.0.16",
+  "version": "0.0.18",
  "dependencies": {
+    "@ai-sdk/openai": "^1.0.5",
    "@aws-crypto/sha256-js": "^5.2.0",
    "@azure/cosmos": "^4.1.1",
    "@azure/identity": "^4.4.1",
    "@datastax/astra-db-ts": "^1.4.1",
-    "@llamaindex/core": "^0.4.10",
-    "@llamaindex/readers": "^1.0.11",
-    "@llamaindex/workflow": "^0.0.6",
+    "@llamaindex/core": "^0.4.16",
+    "@llamaindex/readers": "^1.0.18",
+    "@llamaindex/workflow": "^0.0.7",
+    "@llamaindex/vercel": "^0.0.3",
    "@notionhq/client": "^2.2.15",
    "@pinecone-database/pinecone": "^4.0.0",
    "@vercel/postgres": "^0.10.0",
    "@zilliz/milvus2-sdk-node": "^2.4.6",
+    "ai": "^4.0.0",
    "chromadb": "^1.8.1",
    "commander": "^12.1.0",
    "dotenv": "^16.4.5",
    "js-tiktoken": "^1.0.14",
-    "llamaindex": "^0.8.13",
+    "llamaindex": "^0.8.25",
    "mongodb": "^6.7.0",
    "pathe": "^1.1.2",
    "postgres": "^3.4.4"
@@ -15,7 +15,8 @@
    "start:llamaparse-dir": "node --import tsx ./src/simple-directory-reader-with-llamaparse.ts",
    "start:llamaparse-json": "node --import tsx ./src/llamaparse-json.ts",
    "start:discord": "node --import tsx ./src/discord.ts",
-    "start:json": "node --import tsx ./src/json.ts"
+    "start:json": "node --import tsx ./src/json.ts",
+    "start:obsidian": "node --import tsx ./src/obsidian.ts"
  },
  "dependencies": {
    "@llamaindex/readers": "*",
@@ -0,0 +1,12 @@
+import { ObsidianReader } from "@llamaindex/readers/obsidian";
+
+const obsidianReader = new ObsidianReader(
+  "/Users/jingyi/Documents/jingyi-vault",
+);
+
+obsidianReader.loadData().then((documents) => {
+  console.log("documents:", documents.length);
+  documents.forEach((doc) => {
+    console.log(`document (${doc.id_}):`, doc.getText());
+  });
+});
@@ -0,0 +1,50 @@
+# Vercel Examples
+
+These examples demonstrate how to integrate LlamaIndexTS with Vercel's AI SDK. The examples show how to use LlamaIndex for search and retrieval in both local vector store and LlamaCloud environments.
+
+## Setup
+
+To run these examples, first install the required dependencies from the parent folder `examples`:
+
+```bash
+npm i
+```
+
+## Running the Examples
+
+Make sure to run the examples from the parent folder called `examples`. The following examples are available:
+
+### Vector Store Example
+
+Run the local vector store example with:
+
+```bash
+npx tsx vercel/vector-store.ts
+```
+
+This example demonstrates:
+
+- Creating a vector store index from one document
+- Using Vercel's AI SDK with LlamaIndex for streaming responses
+
+### LlamaCloud Example
+
+To run the LlamaCloud example:
+
+```bash
+npx tsx vercel/llamacloud.ts
+```
+
+This example requires a LlamaCloud API key set in your environment and an embedding model set in the `EMBEDDING_MODEL` environment variable:
+
+```bash
+export LLAMA_CLOUD_API_KEY=your_api_key_here
+export EMBEDDING_MODEL="text-embedding-3-small"
+```
+
+The example demonstrates:
+
+- Creating a LlamaCloud index from one document
+- Streaming responses using Vercel's AI SDK
+
+For more detailed information about the Vercel integration, check out [the documentation](https://ts.llamaindex.ai/docs/llamaindex/integration/vercel).
@@ -0,0 +1,38 @@
+import { openai } from "@ai-sdk/openai";
+import { llamaindex } from "@llamaindex/vercel";
+import { streamText } from "ai";
+import { Document, LlamaCloudIndex } from "llamaindex";
+import fs from "node:fs/promises";
+
+async function main() {
+  const path = "node_modules/llamaindex/examples/abramov.txt";
+  const essay = await fs.readFile(path, "utf-8");
+  const document = new Document({ text: essay, id_: path });
+
+  const index = await LlamaCloudIndex.fromDocuments({
+    documents: [document],
+    name: "test-pipeline",
+    projectName: "Default",
+    apiKey: process.env.LLAMA_CLOUD_API_KEY,
+  });
+  console.log("Successfully created index");
+
+  const result = streamText({
+    model: openai("gpt-4o"),
+    prompt: "Cost of moving cat from Russia to UK?",
+    tools: {
+      queryTool: llamaindex({
+        index,
+        description:
+          "get information from your knowledge base to answer questions.", // optional description
+      }),
+    },
+    maxSteps: 5,
+  });
+
+  for await (const textPart of result.textStream) {
+    process.stdout.write(textPart);
+  }
+}
+
+main().catch(console.error);
@@ -0,0 +1,34 @@
+import { openai } from "@ai-sdk/openai";
+import { llamaindex } from "@llamaindex/vercel";
+import { streamText } from "ai";
+import { Document, VectorStoreIndex } from "llamaindex";
+
+import fs from "node:fs/promises";
+
+async function main() {
+  const path = "node_modules/llamaindex/examples/abramov.txt";
+  const essay = await fs.readFile(path, "utf-8");
+  const document = new Document({ text: essay, id_: path });
+
+  const index = await VectorStoreIndex.fromDocuments([document]);
+  console.log("Successfully created index");
+
+  const result = streamText({
+    model: openai("gpt-4o"),
+    prompt: "Cost of moving cat from Russia to UK?",
+    tools: {
+      queryTool: llamaindex({
+        index,
+        description:
+          "get information from your knowledge base to answer questions.", // optional description
+      }),
+    },
+    maxSteps: 5,
+  });
+
+  for await (const textPart of result.textStream) {
+    process.stdout.write(textPart);
+  }
+}
+
+main().catch(console.error);
@@ -1,5 +1,25 @@
 # @llamaindex/autotool

+## 5.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+  - llamaindex@0.8.25
+
+## 5.0.24
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 5.0.23
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 5.0.22

 ### Patch Changes
@@ -1,5 +1,28 @@
 # @llamaindex/autotool-01-node-example

+## 0.0.68
+
+### Patch Changes
+
+- Updated dependencies [8be4589]
+  - @llamaindex/autotool@5.0.25
+  - llamaindex@0.8.25
+
+## 0.0.67
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+  - @llamaindex/autotool@5.0.24
+
+## 0.0.66
+
+### Patch Changes
+
+- llamaindex@0.8.23
+- @llamaindex/autotool@5.0.23
+
 ## 0.0.65

 ### Patch Changes
@@ -13,5 +13,5 @@
  "scripts": {
    "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
  },
-  "version": "0.0.65"
+  "version": "0.0.68"
 }
@@ -1,5 +1,28 @@
 # @llamaindex/autotool-02-next-example

+## 0.1.112
+
+### Patch Changes
+
+- Updated dependencies [8be4589]
+  - @llamaindex/autotool@5.0.25
+  - llamaindex@0.8.25
+
+## 0.1.111
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+  - @llamaindex/autotool@5.0.24
+
+## 0.1.110
+
+### Patch Changes
+
+- llamaindex@0.8.23
+- @llamaindex/autotool@5.0.23
+
 ## 0.1.109

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/autotool-02-next-example",
  "private": true,
-  "version": "0.1.109",
+  "version": "0.1.112",
  "scripts": {
    "dev": "next dev",
    "build": "next build",
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/autotool",
  "type": "module",
-  "version": "5.0.22",
+  "version": "5.0.25",
  "description": "auto transpile your JS function to LLM Agent compatible",
  "files": [
    "dist",
@@ -1,5 +1,22 @@
 # @llamaindex/cloud

+## 2.0.16
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 2.0.15
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 2.0.14

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloud",
-  "version": "2.0.14",
+  "version": "2.0.16",
  "type": "module",
  "license": "MIT",
  "scripts": {
@@ -1,5 +1,22 @@
 # @llamaindex/community

+## 0.0.74
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.73
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.72

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/community",
  "description": "Community package for LlamaIndexTS",
-  "version": "0.0.72",
+  "version": "0.0.74",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -1,5 +1,20 @@
 # @llamaindex/core

+## 0.4.16
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/env@0.1.24
+
+## 0.4.15
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+
 ## 0.4.14

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/core",
  "type": "module",
-  "version": "0.4.14",
+  "version": "0.4.16",
  "description": "LlamaIndex Core Module",
  "exports": {
    "./agent": {
@@ -1,5 +1,17 @@
 # @llamaindex/env

+## 0.1.24
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+
+## 0.1.23
+
+### Patch Changes
+
+- d2b2722: fix: switch tokenizer in cloudflare
+
 ## 0.1.22

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/env",
  "description": "environment wrapper, supports all JS environment including node, deno, bun, edge runtime, and cloudflare worker",
-  "version": "0.1.22",
+  "version": "0.1.24",
  "type": "module",
  "types": "dist/index.d.ts",
  "module": "dist/index.js",
@@ -2,4 +2,4 @@ export {
  Tokenizers,
  tokenizers,
  type Tokenizer,
-} from "./internal/tokenizers/js.js";
+} from "./internal/tokenizers/node.js";
@@ -1,5 +1,25 @@
 # @llamaindex/experimental

+## 0.0.137
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+  - llamaindex@0.8.25
+
+## 0.0.136
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.135
+
+### Patch Changes
+
+- llamaindex@0.8.23
+
 ## 0.0.134

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/experimental",
  "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.134",
+  "version": "0.0.137",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -1,5 +1,54 @@
 # llamaindex

+## 0.8.25
+
+### Patch Changes
+
+- Updated dependencies [7e8230b]
+- Updated dependencies [8be4589]
+  - @llamaindex/readers@1.0.18
+  - @llamaindex/cloud@2.0.16
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+  - @llamaindex/node-parser@0.0.17
+  - @llamaindex/anthropic@0.0.25
+  - @llamaindex/clip@0.0.25
+  - @llamaindex/deepinfra@0.0.25
+  - @llamaindex/groq@0.0.40
+  - @llamaindex/huggingface@0.0.25
+  - @llamaindex/ollama@0.0.32
+  - @llamaindex/openai@0.1.41
+  - @llamaindex/portkey-ai@0.0.25
+  - @llamaindex/replicate@0.0.25
+  - @llamaindex/vllm@0.0.11
+
+## 0.8.24
+
+### Patch Changes
+
+- 515f2c1: Add vector store for CosmosDB
+
+## 0.8.23
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/cloud@2.0.15
+  - @llamaindex/core@0.4.15
+  - @llamaindex/node-parser@0.0.16
+  - @llamaindex/anthropic@0.0.24
+  - @llamaindex/clip@0.0.24
+  - @llamaindex/deepinfra@0.0.24
+  - @llamaindex/groq@0.0.39
+  - @llamaindex/huggingface@0.0.24
+  - @llamaindex/ollama@0.0.31
+  - @llamaindex/openai@0.1.40
+  - @llamaindex/portkey-ai@0.0.24
+  - @llamaindex/replicate@0.0.24
+  - @llamaindex/readers@1.0.17
+  - @llamaindex/vllm@0.0.10
+
 ## 0.8.22

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "llamaindex",
-  "version": "0.8.22",
+  "version": "0.8.25",
  "license": "MIT",
  "type": "module",
  "keywords": [
@@ -15,5 +15,6 @@ export * from "@llamaindex/readers/json";
 export * from "@llamaindex/readers/markdown";
 export * from "@llamaindex/readers/mongo";
 export * from "@llamaindex/readers/notion";
+export * from "@llamaindex/readers/obsidian";
 export * from "@llamaindex/readers/pdf";
 export * from "@llamaindex/readers/text";
@@ -0,0 +1,328 @@
+import type { BaseNode } from "@llamaindex/core/schema";
+import { MetadataMode } from "@llamaindex/core/schema";
+import { getEnv } from "@llamaindex/env";
+import { Collection, Db, MongoClient } from "mongodb";
+import {
+  BaseVectorStore,
+  type VectorStoreBaseParams,
+  type VectorStoreQuery,
+  type VectorStoreQueryResult,
+} from "./types.js";
+import { metadataDictToNode, nodeToMetadata } from "./utils.js";
+
+/** Azure Cosmos DB for MongoDB vCore Similarity type. */
+export const AzureCosmosDBMongoDBSimilarityType = {
+  /** Cosine similarity */
+  COS: "COS",
+  /** Inner - product */
+  IP: "IP",
+  /** Euclidian distance */
+  L2: "L2",
+} as const;
+
+/** Azure Cosmos DB for MongoDB vCore Similarity type. */
+export type AzureCosmosDBMongoDBSimilarityType =
+  (typeof AzureCosmosDBMongoDBSimilarityType)[keyof typeof AzureCosmosDBMongoDBSimilarityType];
+
+/** Azure Cosmos DB for MongoDB vCore Index Options. */
+export type AzureCosmosDBMongoDBIndexOptions = {
+  readonly indexType?: "ivf" | "hnsw" | "diskann" | undefined;
+  /** Number of clusters that the inverted file (IVF) index uses to group the vector data. */
+  readonly numLists?: number | undefined;
+  /** Number of dimensions for vector similarity. */
+  readonly dimensions?: number | undefined;
+  /** Similarity metric to use with the IVF index. */
+  readonly similarity?: AzureCosmosDBMongoDBSimilarityType | undefined;
+  /** The max number of connections per layer with the HNSW index. */
+  readonly m?: number | undefined;
+  /** The size of the dynamic candidate list for constructing the graph with the HNSW index. */
+  readonly efConstruction?: number | undefined;
+  /** Max number of neighbors withe the Diskann idnex */
+  readonly maxDegree?: number | undefined;
+  /** L value for index building withe the Diskann idnex */
+  readonly lBuild?: number | undefined;
+  /** L value for index searching withe the Diskann idnex */
+  readonly lSearch?: number | undefined;
+};
+
+/**
+ * Azure Cosmos DB for MongoDB vCore vector store.
+ * To use this, you should have both:
+ * - the `mongodb` NPM package installed
+ * - a connection string associated with a MongoDB VCore Cluster
+ *
+ * You do not need to create a database or collection, it will be created
+ * automatically.
+ *
+ * You also need an index on the collection, which is by default be created
+ * automatically using the `createIndex` method.
+ */
+export class AzureCosmosDBMongoDBVectorStore extends BaseVectorStore {
+  storesText: boolean = true;
+  flatMetadata: boolean = true;
+
+  dbName: string;
+
+  collectionName: string;
+
+  indexedMetadataFields: string[];
+
+  /**
+   * The used MongoClient. If not given, a new MongoClient is created based on the MONGODB_URI env variable.
+   */
+  mongodbClient: MongoClient;
+
+  indexName: string;
+
+  embeddingKey: string;
+
+  idKey: string;
+
+  textKey: string;
+
+  metadataKey: string;
+
+  indexOptions: AzureCosmosDBMongoDBIndexOptions;
+
+  private collection?: Collection;
+
+  private database: Db;
+
+  constructor(
+    init: Partial<AzureCosmosDBMongoDBVectorStore> & {
+      dbName: string;
+      collectionName: string;
+      indexedMetadataFields?: string[];
+    } & VectorStoreBaseParams,
+  ) {
+    super(init);
+    if (init.mongodbClient) {
+      this.mongodbClient = init.mongodbClient;
+    } else {
+      const mongoUri = getEnv("AZURE_COSMOSDB_MONGODB_CONNECTION_STRING");
+      if (!mongoUri) {
+        throw new Error(
+          "AzureCosmosDBMongoDBVectorStore client or connection string must be set.",
+        );
+      }
+      this.mongodbClient = new MongoClient(mongoUri);
+    }
+
+    this.dbName = init.dbName ?? "documentsDB";
+    this.collectionName = init.collectionName ?? "documents";
+    this.indexedMetadataFields = init.indexedMetadataFields ?? [];
+    this.indexName = init.indexName ?? "vectorSearchIndex";
+    this.embeddingKey = init.embeddingKey ?? "vectorContent";
+    this.idKey = init.idKey ?? "id";
+    this.textKey = init.textKey ?? "text";
+    this.metadataKey = init.metadataKey ?? "metadata";
+    this.indexOptions = init.indexOptions ?? {};
+    this.database = this.mongodbClient.db(this.dbName);
+  }
+
+  client() {
+    return this.mongodbClient;
+  }
+
+  async ensureCollection() {
+    if (!this.collection) {
+      const collection = await this.mongodbClient
+        .db(this.dbName)
+        .createCollection(this.collectionName);
+
+      this.collection = collection;
+    }
+
+    return this.collection;
+  }
+
+  async add(nodes: BaseNode[]): Promise<string[]> {
+    if (!nodes || nodes.length === 0) {
+      return [];
+    }
+
+    const dataToInsert = nodes.map((node) => {
+      const metadata = nodeToMetadata(
+        node,
+        true,
+        this.textKey,
+        this.flatMetadata,
+      );
+
+      // Include the specified metadata fields in the top level of the document (to help filter)
+      const populatedMetadata: Record<string, unknown> = {};
+      for (const field of this.indexedMetadataFields) {
+        populatedMetadata[field] = metadata[field];
+      }
+
+      return {
+        [this.idKey]: node.id_,
+        [this.embeddingKey]: node.getEmbedding(),
+        [this.textKey]: node.getContent(MetadataMode.NONE) || "",
+        [this.metadataKey]: metadata,
+        ...populatedMetadata,
+      };
+    });
+
+    const collection = await this.ensureCollection();
+    const insertResult = await collection.insertMany(dataToInsert);
+    return Object.values(insertResult.insertedIds).map((id) => String(id));
+  }
+
+  /**
+   * Removes specified documents from the AzureCosmosDBMongoDBVectorStore.
+   * @param params Parameters for the delete operation.
+   * @returns A promise that resolves when the documents have been removed.
+   */
+  async delete(id: string, deleteOptions?: object): Promise<void> {
+    const collection = await this.ensureCollection();
+    await collection.deleteMany(
+      {
+        id: id,
+      },
+      deleteOptions,
+    );
+  }
+
+  async query(
+    query: VectorStoreQuery,
+    options?: object,
+  ): Promise<VectorStoreQueryResult> {
+    const pipeline = [
+      {
+        $search: {
+          cosmosSearch: {
+            vector: query.queryEmbedding,
+            path: this.embeddingKey,
+            k: query.similarityTopK ?? 4,
+          },
+          returnStoredSource: true,
+        },
+      },
+    ];
+
+    const collection = await this.ensureCollection();
+    const cursor = await collection.aggregate(pipeline);
+
+    const nodes: BaseNode[] = [];
+    const ids: string[] = [];
+    const similarities: number[] = [];
+
+    for await (const res of await cursor) {
+      const text = res[this.textKey];
+      const score = res.score;
+      const id = res[this.idKey];
+      const metadata = res[this.metadataKey];
+
+      const node = metadataDictToNode(metadata);
+      node.setContent(text);
+
+      ids.push(id);
+      nodes.push(node);
+      similarities.push(score);
+    }
+
+    const result = {
+      nodes,
+      similarities,
+      ids,
+    };
+
+    return result;
+  }
+
+  /**
+   * Creates an index on the collection with the specified index name during
+   * instance construction.
+   *
+   * Setting the numLists parameter correctly is important for achieving good
+   * accuracy and performance.
+   * Since the vector store uses IVF as the indexing strategy, you should
+   * create the index only after you have loaded a large enough sample
+   * documents to ensure that the centroids for the respective buckets are
+   * faily distributed.
+   *
+   * @param indexType Index Type for Mongo vCore index.
+   * @param dimensions Number of dimensions for vector similarity.
+   *    The maximum number of supported dimensions is 2000.
+   *    If no number is provided, it will be determined automatically by
+   *    embedding a short text.
+   * @param similarity Similarity metric to use with the IVF index.
+   *    Possible options are:
+   *    - CosmosDBSimilarityType.COS (cosine distance)
+   *    - CosmosDBSimilarityType.L2 (Euclidean distance)
+   *    - CosmosDBSimilarityType.IP (inner product)
+   * @returns A promise that resolves when the index has been created.
+   */
+  async createIndex(
+    dimensions: number | undefined = undefined,
+    indexType: "ivf" | "hnsw" | "diskann" = "ivf",
+    similarity: AzureCosmosDBMongoDBSimilarityType = AzureCosmosDBMongoDBSimilarityType.COS,
+  ): Promise<void> {
+    let vectorLength = dimensions;
+
+    if (vectorLength === undefined) {
+      vectorLength = 1536;
+    }
+
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const cosmosSearchOptions: any = {
+      kind: "",
+      similarity,
+      dimensions: vectorLength,
+    };
+
+    if (indexType === "hnsw") {
+      cosmosSearchOptions.kind = "vector-hnsw";
+      cosmosSearchOptions.m = this.indexOptions.m ?? 16;
+      cosmosSearchOptions.efConstruction =
+        this.indexOptions.efConstruction ?? 200;
+    } else if (indexType === "diskann") {
+      cosmosSearchOptions.kind = "vector-diskann";
+      cosmosSearchOptions.maxDegree = this.indexOptions.maxDegree ?? 40;
+      cosmosSearchOptions.lBuild = this.indexOptions.lBuild ?? 50;
+      cosmosSearchOptions.lSearch = this.indexOptions.lSearch ?? 40;
+      /** Default to IVF index */
+    } else {
+      cosmosSearchOptions.kind = "vector-ivf";
+      cosmosSearchOptions.numLists = this.indexOptions.numLists ?? 100;
+    }
+
+    const createIndexCommands = {
+      createIndexes: this.collection?.collectionName,
+      indexes: [
+        {
+          name: this.indexName,
+          key: { [this.embeddingKey]: "cosmosSearch" },
+          cosmosSearchOptions,
+        },
+      ],
+    };
+
+    await this.database.command(createIndexCommands);
+  }
+
+  /**
+   * Checks if the specified index name during instance construction exists
+   * on the collection.
+   * @returns A promise that resolves to a boolean indicating if the index exists.
+   */
+  async checkIndexExists(): Promise<boolean> {
+    const collection = await this.ensureCollection();
+    const indexes = await collection.listIndexes().toArray();
+    return indexes.some((index) => index.name === this.indexName);
+  }
+
+  /**
+   * Deletes the index specified during instance construction if it exists.
+   * @returns A promise that resolves when the index has been deleted.
+   */
+  async deleteIndex(indexName: string): Promise<void> {
+    const collection = await this.ensureCollection();
+    const indexes = await collection.listIndexes().toArray();
+    const indexToDelete = indexes.find((index) => index.name === indexName);
+    if (indexToDelete) {
+      await collection.dropIndex(indexName);
+    }
+  }
+}
@@ -1,4 +1,5 @@
 export * from "./AstraDBVectorStore.js";
+export * from "./AzureCosmosDBMongoVectorStore.js";
 export * from "./AzureCosmosDBNoSqlVectorStore.js";
 export * from "./ChromaVectorStore.js";
 export * from "./MilvusVectorStore.js";
@@ -1,5 +1,22 @@
 # @llamaindex/node-parser

+## 0.0.17
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.16
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.15

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/node-parser",
-  "version": "0.0.15",
+  "version": "0.0.17",
  "description": "Node parser for LlamaIndex",
  "type": "module",
  "exports": {
@@ -1,5 +1,22 @@
 # @llamaindex/anthropic

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/anthropic",
  "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,24 @@
 # @llamaindex/clip

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+  - @llamaindex/openai@0.1.41
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+  - @llamaindex/openai@0.1.40
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/clip",
  "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,24 @@
 # @llamaindex/deepinfra

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+  - @llamaindex/openai@0.1.41
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+  - @llamaindex/openai@0.1.40
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/deepinfra",
  "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,22 @@
 # @llamaindex/groq

+## 0.0.40
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/env@0.1.24
+  - @llamaindex/openai@0.1.41
+
+## 0.0.39
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/openai@0.1.40
+
 ## 0.0.38

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/groq",
  "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.38",
+  "version": "0.0.40",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,24 @@
 # @llamaindex/huggingface

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+  - @llamaindex/openai@0.1.41
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+  - @llamaindex/openai@0.1.40
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/huggingface",
  "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,22 @@
 # @llamaindex/ollama

+## 0.0.32
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.31
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.30

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/ollama",
  "description": "Ollama Adapter for LlamaIndex",
-  "version": "0.0.30",
+  "version": "0.0.32",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,22 @@
 # @llamaindex/openai

+## 0.1.41
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.1.40
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.1.39

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/openai",
  "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.1.39",
+  "version": "0.1.41",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,22 @@
 # @llamaindex/portkey-ai

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/portkey-ai",
  "description": "Portkey Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,22 @@
 # @llamaindex/replicate

+## 0.0.25
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 0.0.23

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/replicate",
  "description": "Replicate Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.25",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -0,0 +1,15 @@
+# @llamaindex/vercel
+
+## 0.0.3
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+
+## 0.0.2
+
+### Patch Changes
+
+- fd38a25: Add vercel tool adapter to use query engine tool
@@ -0,0 +1,50 @@
+{
+  "name": "@llamaindex/vercel",
+  "description": "Vercel Adapter for LlamaIndex",
+  "version": "0.0.3",
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "exports": {
+    ".": {
+      "edge-light": {
+        "types": "./dist/index.edge-light.d.ts",
+        "default": "./dist/index.edge-light.js"
+      },
+      "workerd": {
+        "types": "./dist/index.edge-light.d.ts",
+        "default": "./dist/index.edge-light.js"
+      },
+      "require": {
+        "types": "./dist/index.d.cts",
+        "default": "./dist/index.cjs"
+      },
+      "import": {
+        "types": "./dist/index.d.ts",
+        "default": "./dist/index.js"
+      }
+    }
+  },
+  "files": [
+    "dist"
+  ],
+  "repository": {
+    "type": "git",
+    "url": "https://github.com/run-llama/LlamaIndexTS.git",
+    "directory": "packages/providers/vercel"
+  },
+  "scripts": {
+    "build": "bunchee",
+    "dev": "bunchee --watch"
+  },
+  "devDependencies": {
+    "bunchee": "5.6.1"
+  },
+  "dependencies": {
+    "@llamaindex/core": "workspace:*",
+    "zod": "^3.23.8"
+  },
+  "peerDependencies": {
+    "ai": "^4.0.0"
+  }
+}
@@ -0,0 +1 @@
+export { llamaindex } from "./tool";
@@ -0,0 +1,29 @@
+import type { BaseQueryEngine } from "@llamaindex/core/query-engine";
+import { type CoreTool, tool } from "ai";
+import { z } from "zod";
+
+interface DatasourceIndex {
+  asQueryEngine: () => BaseQueryEngine;
+}
+
+export function llamaindex({
+  index,
+  description,
+}: {
+  index: DatasourceIndex;
+  description?: string;
+}): CoreTool {
+  const queryEngine = index.asQueryEngine();
+  return tool({
+    description: description ?? "Get information about your documents.",
+    parameters: z.object({
+      query: z
+        .string()
+        .describe("The query to get information about your documents."),
+    }),
+    execute: async ({ query }) => {
+      const result = await queryEngine?.query({ query });
+      return result?.message.content ?? "No result found in documents.";
+    },
+  });
+}
@@ -0,0 +1,19 @@
+{
+  "extends": "../../../tsconfig.json",
+  "compilerOptions": {
+    "target": "ESNext",
+    "module": "ESNext",
+    "moduleResolution": "bundler",
+    "outDir": "./lib",
+    "tsBuildInfoFile": "./lib/.tsbuildinfo"
+  },
+  "include": ["./src"],
+  "references": [
+    {
+      "path": "../../core/tsconfig.json"
+    },
+    {
+      "path": "../../env/tsconfig.json"
+    }
+  ]
+}
@@ -1,5 +1,19 @@
 # @llamaindex/vllm

+## 0.0.11
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/openai@0.1.41
+
+## 0.0.10
+
+### Patch Changes
+
+- @llamaindex/openai@0.1.40
+
 ## 0.0.9

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/vllm",
  "description": "vLLM Adapter for LlamaIndex",
-  "version": "0.0.9",
+  "version": "0.0.11",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,23 @@
 # @llamaindex/readers

+## 1.0.18
+
+### Patch Changes
+
+- 7e8230b: Add obsidian reader
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 1.0.17
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
 ## 1.0.16

 ### Patch Changes
@@ -0,0 +1,14 @@
+{
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": {
+    ".": {
+      "edge-light": "./dist/index.edge-light.js",
+      "workerd": "./dist/index.workerd.js",
+      "default": "./dist/index.js"
+    }
+  },
+  "private": true
+}
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/readers",
  "description": "LlamaIndex Readers",
-  "version": "1.0.16",
+  "version": "1.0.18",
  "type": "module",
  "exports": {
    "./node/hook": "./node/dist/hook.js",
@@ -142,6 +142,24 @@
        "default": "./notion/dist/index.js"
      }
    },
+    "./obsidian": {
+      "edge-light": {
+        "types": "./obsidian/dist/index.edge-light.d.ts",
+        "default": "./obsidian/dist/index.edge-light.js"
+      },
+      "workerd": {
+        "types": "./obsidian/dist/index.workerd.d.ts",
+        "default": "./obsidian/dist/index.workerd.js"
+      },
+      "require": {
+        "types": "./obsidian/dist/index.d.cts",
+        "default": "./obsidian/dist/index.cjs"
+      },
+      "import": {
+        "types": "./obsidian/dist/index.d.ts",
+        "default": "./obsidian/dist/index.js"
+      }
+    },
    "./pdf": {
      "require": {
        "types": "./pdf/dist/index.d.cts",
@@ -176,6 +194,7 @@
    "markdown",
    "mongo",
    "notion",
+    "obsidian",
    "pdf",
    "text",
    "node"
@@ -0,0 +1,41 @@
+import { type BaseReader, Document } from "@llamaindex/core/schema";
+import * as fs from "node:fs";
+import path from "node:path";
+import { MarkdownReader } from "./markdown";
+
+export class ObsidianReader implements BaseReader<Document> {
+  protected inputDir: string;
+  protected docs: Document[] = [];
+
+  constructor(inputDir: string) {
+    this.inputDir = inputDir;
+  }
+
+  private async processPath(file: fs.Dirent, filepath: string) {
+    if (file.isDirectory() && !file.name.startsWith(".")) {
+      await this.readFromPath(filepath);
+    } else if (file.isFile() && file.name.endsWith(".md")) {
+      await this.convertToDocuments(filepath);
+    } else {
+      console.log(`Skipping ${filepath}`);
+    }
+  }
+
+  private async readFromPath(dir: string) {
+    const files = await fs.promises.readdir(dir, { withFileTypes: true });
+    for (const file of files) {
+      const filepath = path.join(dir, file.name);
+      await this.processPath(file, filepath);
+    }
+  }
+
+  private async convertToDocuments(filepath: string) {
+    const content = await new MarkdownReader().loadData(filepath);
+    this.docs.push(...content);
+  }
+
+  async loadData(): Promise<Document[]> {
+    await this.readFromPath(this.inputDir);
+    return this.docs;
+  }
+}
@@ -1,5 +1,11 @@
 # @llamaindex/wasm-tools

+## 0.0.3
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+
 ## 0.0.2

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/wasm-tools",
-  "version": "0.0.2",
+  "version": "0.0.3",
  "license": "MIT",
  "type": "module",
  "dependencies": {
@@ -1,5 +1,11 @@
 # @llamaindex/workflow

+## 0.0.7
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+
 ## 0.0.6

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/workflow",
  "description": "Workflow API",
-  "version": "0.0.6",
+  "version": "0.0.7",
  "type": "module",
  "types": "dist/index.d.ts",
  "module": "dist/index.js",
@@ -587,6 +587,9 @@ importers:

  examples:
    dependencies:
+      '@ai-sdk/openai':
+        specifier: ^1.0.5
+        version: 1.0.5(zod@3.23.8)
      '@aws-crypto/sha256-js':
        specifier: ^5.2.0
        version: 5.2.0
@@ -600,13 +603,16 @@ importers:
        specifier: ^1.4.1
        version: 1.5.0
      '@llamaindex/core':
-        specifier: ^0.4.10
+        specifier: ^0.4.16
        version: link:../packages/core
      '@llamaindex/readers':
-        specifier: ^1.0.11
+        specifier: ^1.0.18
        version: link:../packages/readers
+      '@llamaindex/vercel':
+        specifier: ^0.0.3
+        version: link:../packages/providers/vercel
      '@llamaindex/workflow':
-        specifier: ^0.0.6
+        specifier: ^0.0.7
        version: link:../packages/workflow
      '@notionhq/client':
        specifier: ^2.2.15
@@ -620,6 +626,9 @@ importers:
      '@zilliz/milvus2-sdk-node':
        specifier: ^2.4.6
        version: 2.4.9
+      ai:
+        specifier: ^4.0.0
+        version: 4.0.6(react@19.0.0-rc-bf7e210c-20241017)(zod@3.23.8)
      chromadb:
        specifier: ^1.8.1
        version: 1.9.2(@google/generative-ai@0.21.0)(cohere-ai@7.14.0(@aws-sdk/client-sso-oidc@3.693.0(@aws-sdk/client-sts@3.693.0))(encoding@0.1.13))(encoding@0.1.13)(openai@4.72.0(encoding@0.1.13)(zod@3.23.8))
@@ -633,7 +642,7 @@ importers:
        specifier: ^1.0.14
        version: 1.0.15
      llamaindex:
-        specifier: ^0.8.13
+        specifier: ^0.8.25
        version: link:../packages/llamaindex
      mongodb:
        specifier: ^6.7.0
@@ -1366,6 +1375,22 @@ importers:
        specifier: 5.6.1
        version: 5.6.1(typescript@5.6.3)

+  packages/providers/vercel:
+    dependencies:
+      '@llamaindex/core':
+        specifier: workspace:*
+        version: link:../../core
+      ai:
+        specifier: ^4.0.0
+        version: 4.0.6(react@19.0.0-rc-bf7e210c-20241017)(zod@3.23.8)
+      zod:
+        specifier: ^3.23.8
+        version: 3.23.8
+    devDependencies:
+      bunchee:
+        specifier: 5.6.1
+        version: 5.6.1(typescript@5.6.3)
+
  packages/providers/vllm:
    dependencies:
      '@llamaindex/openai':
@@ -1525,6 +1550,12 @@ importers:

 packages:

+  '@ai-sdk/openai@1.0.5':
+    resolution: {integrity: sha512-JDCPBJQx9o3LgboBPaA55v+9EZ7Vm/ozy0+J5DIr2jJF8WETjeCnigdxixyzEy/Od4wX871jOTSuGffwNIi0kA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+
  '@ai-sdk/provider-utils@1.0.22':
    resolution: {integrity: sha512-YHK2rpj++wnLVc9vPGzGFP3Pjeld2MwhKinetA0zKXOoHAT/Jit5O8kZsxcSlJPu9wvcGT1UGZEjZrtO7PfFOQ==}
    engines: {node: '>=18'}
@@ -1543,6 +1574,15 @@ packages:
      zod:
        optional: true

+  '@ai-sdk/provider-utils@2.0.2':
+    resolution: {integrity: sha512-IAvhKhdlXqiSmvx/D4uNlFYCl8dWT+M9K+IuEcSgnE2Aj27GWu8sDIpAf4r4Voc+wOUkOECVKQhFo8g9pozdjA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
  '@ai-sdk/provider@0.0.26':
    resolution: {integrity: sha512-dQkfBDs2lTYpKM8389oopPdQgIU007GQyCbuPPrV+K6MtSII3HBfE0stUIMXUb44L+LK1t6GXPP7wjSzjO6uKg==}
    engines: {node: '>=18'}
@@ -1551,6 +1591,10 @@ packages:
    resolution: {integrity: sha512-Sj29AzooJ7SYvhPd+AAWt/E7j63E9+AzRnoMHUaJPRYzOd/WDrVNxxv85prF9gDcQ7XPVlSk9j6oAZV9/DXYpA==}
    engines: {node: '>=18'}

+  '@ai-sdk/provider@1.0.1':
+    resolution: {integrity: sha512-mV+3iNDkzUsZ0pR2jG0sVzU6xtQY5DtSCBy3JFycLp6PwjyLw/iodfL3MwdmMCRJWgs3dadcHejRnMvF9nGTBg==}
+    engines: {node: '>=18'}
+
  '@ai-sdk/react@0.0.70':
    resolution: {integrity: sha512-GnwbtjW4/4z7MleLiW+TOZC2M29eCg1tOUpuEiYFMmFNZK8mkrqM0PFZMo6UsYeUYMWqEOOcPOU9OQVJMJh7IQ==}
    engines: {node: '>=18'}
@@ -1575,6 +1619,18 @@ packages:
      zod:
        optional: true

+  '@ai-sdk/react@1.0.3':
+    resolution: {integrity: sha512-Mak7qIRlbgtP4I7EFoNKRIQTlABJHhgwrN8SV2WKKdmsfWK2RwcubQWz1hp88cQ0bpF6KxxjSY1UUnS/S9oR5g==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.0.0
+    peerDependenciesMeta:
+      react:
+        optional: true
+      zod:
+        optional: true
+
  '@ai-sdk/solid@0.0.54':
    resolution: {integrity: sha512-96KWTVK+opdFeRubqrgaJXoNiDP89gNxFRWUp0PJOotZW816AbhUf4EnDjBjXTLjXL1n0h8tGSE9sZsRkj9wQQ==}
    engines: {node: '>=18'}
@@ -1611,6 +1667,15 @@ packages:
      zod:
        optional: true

+  '@ai-sdk/ui-utils@1.0.2':
+    resolution: {integrity: sha512-hHrUdeThGHu/rsGZBWQ9PjrAU9Htxgbo9MFyR5B/aWoNbBeXn1HLMY1+uMEnXL5pRPlmyVRjgIavWg7UgeNDOw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.0.0
+    peerDependenciesMeta:
+      zod:
+        optional: true
+
  '@ai-sdk/vue@0.0.59':
    resolution: {integrity: sha512-+ofYlnqdc8c4F6tM0IKF0+7NagZRAiqBJpGDJ+6EYhDW8FHLUP/JFBgu32SjxSxC6IKFZxEnl68ZoP/Z38EMlw==}
    engines: {node: '>=18'}
@@ -5918,6 +5983,18 @@ packages:
      zod:
        optional: true

+  ai@4.0.6:
+    resolution: {integrity: sha512-TD7fH0LymjIYWmdQViB5SoBb1iuuDPOZ7RMU3W9r4SeUf68RzWyixz118QHQTENNqPiGA6vs5NDVAmZOnhzqYA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ^19 || ^19.0.0-rc
+      zod: ^3.0.0
+    peerDependenciesMeta:
+      react:
+        optional: true
+      zod:
+        optional: true
+
  ajv-formats@2.1.1:
    resolution: {integrity: sha512-Wx0Kx52hxE7C18hkMEggYlEifqWZtYaRgouJor+WMdPnQyEK13vgEWyVNup7SoeeoLMsr4kf5h6dOW11I15MUA==}
    peerDependencies:
@@ -13286,6 +13363,12 @@ packages:

 snapshots:

+  '@ai-sdk/openai@1.0.5(zod@3.23.8)':
+    dependencies:
+      '@ai-sdk/provider': 1.0.1
+      '@ai-sdk/provider-utils': 2.0.2(zod@3.23.8)
+      zod: 3.23.8
+
  '@ai-sdk/provider-utils@1.0.22(zod@3.23.8)':
    dependencies:
      '@ai-sdk/provider': 0.0.26
@@ -13304,6 +13387,15 @@ snapshots:
    optionalDependencies:
      zod: 3.23.8

+  '@ai-sdk/provider-utils@2.0.2(zod@3.23.8)':
+    dependencies:
+      '@ai-sdk/provider': 1.0.1
+      eventsource-parser: 3.0.0
+      nanoid: 3.3.7
+      secure-json-parse: 2.7.0
+    optionalDependencies:
+      zod: 3.23.8
+
  '@ai-sdk/provider@0.0.26':
    dependencies:
      json-schema: 0.4.0
@@ -13312,6 +13404,10 @@ snapshots:
    dependencies:
      json-schema: 0.4.0

+  '@ai-sdk/provider@1.0.1':
+    dependencies:
+      json-schema: 0.4.0
+
  '@ai-sdk/react@0.0.70(react@18.3.1)(zod@3.23.8)':
    dependencies:
      '@ai-sdk/provider-utils': 1.0.22(zod@3.23.8)
@@ -13332,6 +13428,16 @@ snapshots:
      react: 18.3.1
      zod: 3.23.8

+  '@ai-sdk/react@1.0.3(react@19.0.0-rc-bf7e210c-20241017)(zod@3.23.8)':
+    dependencies:
+      '@ai-sdk/provider-utils': 2.0.2(zod@3.23.8)
+      '@ai-sdk/ui-utils': 1.0.2(zod@3.23.8)
+      swr: 2.2.5(react@19.0.0-rc-bf7e210c-20241017)
+      throttleit: 2.1.0
+    optionalDependencies:
+      react: 19.0.0-rc-bf7e210c-20241017
+      zod: 3.23.8
+
  '@ai-sdk/solid@0.0.54(zod@3.23.8)':
    dependencies:
      '@ai-sdk/provider-utils': 1.0.22(zod@3.23.8)
@@ -13367,6 +13473,14 @@ snapshots:
    optionalDependencies:
      zod: 3.23.8

+  '@ai-sdk/ui-utils@1.0.2(zod@3.23.8)':
+    dependencies:
+      '@ai-sdk/provider': 1.0.1
+      '@ai-sdk/provider-utils': 2.0.2(zod@3.23.8)
+      zod-to-json-schema: 3.23.5(zod@3.23.8)
+    optionalDependencies:
+      zod: 3.23.8
+
  '@ai-sdk/vue@0.0.59(vue@3.5.12(typescript@5.6.3))(zod@3.23.8)':
    dependencies:
      '@ai-sdk/provider-utils': 1.0.22(zod@3.23.8)
@@ -19107,6 +19221,19 @@ snapshots:
      react: 18.3.1
      zod: 3.23.8

+  ai@4.0.6(react@19.0.0-rc-bf7e210c-20241017)(zod@3.23.8):
+    dependencies:
+      '@ai-sdk/provider': 1.0.1
+      '@ai-sdk/provider-utils': 2.0.2(zod@3.23.8)
+      '@ai-sdk/react': 1.0.3(react@19.0.0-rc-bf7e210c-20241017)(zod@3.23.8)
+      '@ai-sdk/ui-utils': 1.0.2(zod@3.23.8)
+      '@opentelemetry/api': 1.9.0
+      jsondiffpatch: 0.6.0
+      zod-to-json-schema: 3.23.5(zod@3.23.8)
+    optionalDependencies:
+      react: 19.0.0-rc-bf7e210c-20241017
+      zod: 3.23.8
+
  ajv-formats@2.1.1(ajv@8.17.1):
    optionalDependencies:
      ajv: 8.17.1
@@ -26905,6 +27032,12 @@ snapshots:
      react: 18.3.1
      use-sync-external-store: 1.2.2(react@18.3.1)

+  swr@2.2.5(react@19.0.0-rc-bf7e210c-20241017):
+    dependencies:
+      client-only: 0.0.1
+      react: 19.0.0-rc-bf7e210c-20241017
+      use-sync-external-store: 1.2.2(react@19.0.0-rc-bf7e210c-20241017)
+
  swrev@4.0.0: {}

  swrv@1.0.4(vue@3.5.12(typescript@5.6.3)):
@@ -27549,6 +27682,10 @@ snapshots:
    dependencies:
      react: 18.3.1

+  use-sync-external-store@1.2.2(react@19.0.0-rc-bf7e210c-20241017):
+    dependencies:
+      react: 19.0.0-rc-bf7e210c-20241017
+
  util-deprecate@1.0.2: {}

  utila@0.4.0: {}
@@ -56,6 +56,9 @@
    {
      "path": "./packages/providers/vllm/tsconfig.json"
    },
+    {
+      "path": "./packages/providers/vercel/tsconfig.json"
+    },
    {
      "path": "./packages/cloud/tsconfig.json"
    },
@@ -1,5 +1,37 @@
 # @llamaindex/unit-test

+## 0.0.35
+
+### Patch Changes
+
+- Updated dependencies [7e8230b]
+- Updated dependencies [8be4589]
+  - @llamaindex/readers@1.0.18
+  - @llamaindex/cloud@2.0.16
+  - @llamaindex/core@0.4.16
+  - @llamaindex/node-parser@0.0.17
+  - @llamaindex/openai@0.1.41
+  - @llamaindex/workflow@0.0.7
+  - llamaindex@0.8.25
+
+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [515f2c1]
+  - llamaindex@0.8.24
+
+## 0.0.33
+
+### Patch Changes
+
+- @llamaindex/cloud@2.0.15
+- @llamaindex/core@0.4.15
+- llamaindex@0.8.23
+- @llamaindex/node-parser@0.0.16
+- @llamaindex/openai@0.1.40
+- @llamaindex/readers@1.0.17
+
 ## 0.0.32

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/unit-test",
  "private": true,
-  "version": "0.0.32",
+  "version": "0.0.35",
  "type": "module",
  "scripts": {
    "test": "vitest run"
Author	SHA1	Message	Date
github-actions[bot]	b8f0cbc4e0	Release 0.8.25 (#1536 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <marcusschiesser@users.noreply.github.com>	2024-12-02 03:02:36 -08:00
Marcus Schiesser	7e8230b056	fix: release missing readers package (#1537 )	2024-12-02 17:54:22 +07:00
Alex Yang	8be45899a7	chore: bump version	2024-12-02 02:21:13 -08:00
github-actions[bot]	c4800bcf82	Release @llamaindex/vercel@0.0.2 (#1535 )	2024-12-02 14:19:40 +07:00
Thuc Pham	fd38a253b7	feat: add vercel chat example (#1532 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2024-12-02 13:56:28 +07:00
github-actions[bot]	510191cb5d	Release 0.8.24 (#1531 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2024-11-30 06:05:47 -08:00
Jingyi Zhao	7934ade092	fix: add obsidian reader to index (#1533 )	2024-11-30 01:29:45 -08:00
Jingyi Zhao	a6c1eab762	feat: data connector for obsidian note taking app (#1529 )	2024-11-29 22:39:59 -08:00
crisjy	515f2c1e3d	feat: add AzureCosmosDBMongoVectorStore (#1528 )	2024-11-28 17:53:09 -08:00
github-actions[bot]	dc85649ead	Release 0.8.23 (#1526 ) Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>	2024-11-26 17:41:29 -08:00
Alex Yang	d2b2722a30	fix: switch tokenizer in cloudflare (#1525 )	2024-11-26 15:42:20 -08:00