Release 0.9.14 (#1799)

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>
Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>

apps/next/CHANGELOG.md

@@ -1,5 +1,35 @@
 # @llamaindex/doc
 
+## 0.2.3
+
+### Patch Changes
+
+- 648cfb5: Add support for supabase vector store
+  Added doc for the supbase vector store
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+- Updated dependencies [9d951b2]
+  - @llamaindex/core@0.6.1
+  - llamaindex@0.9.14
+  - @llamaindex/cloud@4.0.1
+  - @llamaindex/node-parser@2.0.1
+  - @llamaindex/openai@0.2.1
+  - @llamaindex/readers@3.0.1
+  - @llamaindex/workflow@1.0.1
+
+## 0.2.2
+
+### Patch Changes
+
+- e98033e: docs: correct the number of indexes
+
+## 0.2.1
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.2.0
 
 ### Minor Changes

apps/next/next.config.mjs

@@ -4,6 +4,8 @@ const withMDX = createMDX();
 
 /** @type {import('next').NextConfig} */
 const config = {
+  // default timeout for static generation is 60s, but we need to increase it to 10 minutes due to the large number of document pages
+  staticPageGenerationTimeout: 600,
   reactStrictMode: true,
   eslint: {
     ignoreDuringBuilds: true,

apps/next/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/doc",
-  "version": "0.2.0",
+  "version": "0.2.3",
   "private": true,
   "scripts": {
     "postinstall": "fumadocs-mdx",

apps/next/src/content/docs/llamaindex/modules/data_index.mdx

@@ -2,7 +2,7 @@
 title: Index
 ---
 
-An index is the basic container and organization for your data. LlamaIndex.TS supports two indexes:
+An index is the basic container and organization for your data. LlamaIndex.TS supports three indexes:
 
 - `VectorStoreIndex` - will send the top-k `Node`s to the LLM when generating a response. The default top-k is 2.
 - `SummaryIndex` - will send every `Node` in the index to the LLM in order to generate a response

apps/next/src/content/docs/llamaindex/modules/data_stores/vector_stores/supabase.mdx

@@ -0,0 +1,166 @@
+---
+title: Supabase Vector Store
+---
+
+[supabase.com](https://supabase.com/)
+
+To use this vector store, you need a Supabase project. You can create one at [supabase.com](https://supabase.com/).
+
+## Installation
+
+import { Tab, Tabs } from "fumadocs-ui/components/tabs";
+
+<Tabs groupId="install" items={["npm", "yarn", "pnpm"]} persist>
+  ```shell tab="npm"
+  npm install llamaindex @llamaindex/supabase
+  ```
+
+  ```shell tab="yarn"
+  yarn add llamaindex @llamaindex/supabase
+  ```
+
+  ```shell tab="pnpm"
+  pnpm add llamaindex @llamaindex/supabase
+  ```
+</Tabs>
+
+## Database Setup
+
+Before using the vector store, you need to:
+1. Enable the `pgvector` extension
+2. Create a table for storing vectors
+3. Create a vector similarity search function
+
+```sql
+create table documents (
+id uuid primary key,
+content text,
+metadata jsonb,
+embedding vector(1536)
+);
+```
+
+-- Create a function for similarity search
+```sql
+create function match_documents (
+query_embedding vector(1536),
+match_count int
+) returns table (
+id uuid,
+content text,
+metadata jsonb,
+embedding vector(1536),
+similarity float
+)
+language plpgsql
+as $$
+begin
+return query
+select
+id,
+content,
+metadata,
+embedding,
+1 - (embedding <=> query_embedding) as similarity
+from documents
+order by embedding <=> query_embedding
+limit match_count;
+end;
+$$;
+```
+
+## Importing the modules
+
+```ts
+import { Document, VectorStoreIndex } from "llamaindex";
+import { SupabaseVectorStore } from "@llamaindex/supabase";
+```
+
+## Setup Supabase
+
+```ts
+const vectorStore = new SupabaseVectorStore({
+  supabaseUrl: process.env.SUPABASE_URL,
+  supabaseKey: process.env.SUPABASE_KEY,
+  table: "documents",
+});
+```
+
+## Setup the index
+
+```ts
+const documents = [
+  new Document({ 
+    text: "Sample document text",
+    metadata: { source: "example" }
+  })
+];
+
+const storageContext = await storageContextFromDefaults({ vectorStore });
+const index = await VectorStoreIndex.fromDocuments(documents, {
+  storageContext,
+});
+```
+
+## Query the index
+
+```ts
+const queryEngine = index.asQueryEngine();
+
+const response = await queryEngine.query({
+  query: "What is in the document?",
+});
+
+// Output response
+console.log(response.toString());
+```
+
+## Full code
+
+```ts
+import { Document, VectorStoreIndex, storageContextFromDefaults } from "llamaindex";
+import { SupabaseVectorStore } from "@llamaindex/supabase";
+
+async function main() {
+  // Initialize the vector store
+  const vectorStore = new SupabaseVectorStore({
+    supabaseUrl: process.env.SUPABASE_URL,
+    supabaseKey: process.env.SUPABASE_KEY,
+    table: "documents",
+  });
+
+  // Create sample documents
+  const documents = [
+    new Document({
+      text: "Vector search enables semantic similarity search",
+      metadata: {
+        source: "research_paper",
+        author: "Jane Smith",
+      },
+    }),
+  ];
+
+  // Create storage context
+  const storageContext = await storageContextFromDefaults({ vectorStore });
+
+  // Create and store embeddings
+  const index = await VectorStoreIndex.fromDocuments(documents, {
+    storageContext,
+  });
+
+  // Query the index
+  const queryEngine = index.asQueryEngine();
+  const response = await queryEngine.query({
+    query: "What is vector search?",
+  });
+
+  // Output response
+  console.log(response.toString());
+}
+
+main().catch(console.error);
+```
+
+## API Reference
+
+- [SupabaseVectorStore](/docs/api/classes/SupabaseVectorStore)

apps/next/src/content/docs/llamaindex/modules/tool/index.mdx

@@ -7,9 +7,59 @@ A tool can be called to perform custom actions, or retrieve extra information ba
 A result from a tool call can be used by subsequent steps in a workflow, or to compute a final answer.
 For example, a "weather tool" could fetch some live weather information from a geographical location.
 
+## Tool Function
+
+The `tool` function is a utility provided to define a tool that can be used by an agent. It takes a function and a configuration object as arguments. The configuration object includes the tool's name, description, and parameters.
+
+### Parameters with Zod
+
+The `parameters` field in the tool configuration is defined using `zod`, a TypeScript-first schema declaration and validation library. `zod` allows you to specify the expected structure and types of the input parameters, ensuring that the data passed to the tool is valid.
+
+Example:
+```ts
+import { agent, tool } from "llamaindex";
+import { z } from "zod";
+
+// first arg is LLM input, second is bound arg
+const queryKnowledgeBase = async ({ question }, { userToken }) => {
+  const response = await fetch(`https://knowledge-base.com?token=${userToken}&query=${question}`);
+  // ...
+};
+
+// define tool with zod validation
+const kbTool = tool(queryKnowledgeBase, {
+  name: 'queryKnowledgeBase',
+  description: 'Query knowledge base',
+  parameters: z.object({
+    question: z.string({
+      description: 'The user question',
+    }),
+  }),
+});
+
+```
+In this example, `z.object` is used to define a schema for the `parameters` where `question` is expected to be a string. This ensures that any input to the tool adheres to the specified structure, providing a layer of type safety and validation.
+
+
+## Built-in tools
+
+You can import built-in tools from the `@llamaindex/tools` package.
+
+```ts
+import { agent } from "llamaindex";
+import { wiki } from "@llamaindex/tools";
+
+const researchAgent = agent({
+  name: "WikiAgent",
+  description: "Gathering information from the internet",
+  systemPrompt: `You are a research agent. Your role is to gather information from the internet using the provided tools.`,
+  tools: [wiki()],
+});
+```
+
 ## Function tool
 
-Function tools are implemented with the `FunctionTool` class.
+You can still use the `FunctionTool` class to define a tool.
 A `FunctionTool` is constructed from a function with signature
 ```ts
 (input: T, additionalArg?: AdditionalToolArgument) => R

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

@@ -1,5 +1,19 @@
 # @llamaindex/cloudflare-worker-agent-test
 
+## 0.0.148
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.0.147
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.0.146
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.146",
+  "version": "0.0.148",
   "type": "module",
   "private": true,
   "scripts": {

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

@@ -1,5 +1,11 @@
 # @llamaindex/llama-parse-browser-test
 
+## 0.0.56
+
+### Patch Changes
+
+- @llamaindex/cloud@4.0.1
+
 ## 0.0.55
 
 ### Patch Changes

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

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llama-parse-browser-test",
   "private": true,
-  "version": "0.0.55",
+  "version": "0.0.56",
   "type": "module",
   "scripts": {
     "dev": "vite",
@@ -10,7 +10,7 @@
   },
   "devDependencies": {
     "typescript": "^5.7.3",
-    "vite": "^5.4.12",
+    "vite": "^5.4.16",
     "vite-plugin-wasm": "^3.3.0"
   },
   "dependencies": {

e2e/examples/nextjs-agent/CHANGELOG.md

@@ -1,5 +1,19 @@
 # @llamaindex/next-agent-test
 
+## 0.1.148
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.1.147
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.1.146
 
 ### Patch Changes

e2e/examples/nextjs-agent/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-agent-test",
-  "version": "0.1.146",
+  "version": "0.1.148",
   "private": true,
   "scripts": {
     "dev": "next dev",

e2e/examples/nextjs-edge-runtime/CHANGELOG.md

@@ -1,5 +1,19 @@
 # test-edge-runtime
 
+## 0.1.147
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.1.146
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.1.145
 
 ### Patch Changes

e2e/examples/nextjs-edge-runtime/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.145",
+  "version": "0.1.147",
   "private": true,
   "scripts": {
     "dev": "next dev",

e2e/examples/nextjs-node-runtime/CHANGELOG.md

@@ -1,5 +1,21 @@
 # @llamaindex/next-node-runtime
 
+## 0.1.14
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+  - @llamaindex/huggingface@0.1.1
+  - @llamaindex/readers@3.0.1
+
+## 0.1.13
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.1.12
 
 ### Patch Changes

e2e/examples/nextjs-node-runtime/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.12",
+  "version": "0.1.14",
   "private": true,
   "scripts": {
     "dev": "next dev",

e2e/examples/vite-import-llamaindex/CHANGELOG.md

@@ -1,5 +1,19 @@
 # vite-import-llamaindex
 
+## 0.0.14
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.0.13
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.0.12
 
 ### Patch Changes

e2e/examples/vite-import-llamaindex/package.json

@@ -1,7 +1,7 @@
 {
   "name": "vite-import-llamaindex",
   "private": true,
-  "version": "0.0.12",
+  "version": "0.0.14",
   "type": "module",
   "scripts": {
     "build": "vite build",
@@ -16,7 +16,7 @@
     "@size-limit/preset-big-lib": "^11.1.6",
     "size-limit": "^11.1.6",
     "typescript": "^5.7.3",
-    "vite": "^6.1.0"
+    "vite": "^5.4.16"
   },
   "dependencies": {
     "llamaindex": "workspace:*"

e2e/examples/waku-query-engine/CHANGELOG.md

@@ -1,5 +1,19 @@
 # @llamaindex/waku-query-engine-test
 
+## 0.0.148
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.0.147
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.0.146
 
 ### Patch Changes

e2e/examples/waku-query-engine/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.146",
+  "version": "0.0.148",
   "type": "module",
   "private": true,
   "scripts": {

examples/.nvmrc

@@ -0,0 +1 @@
+20

examples/CHANGELOG.md

@@ -1,5 +1,57 @@
 # examples
 
+## 0.3.1
+
+### Patch Changes
+
+- 648cfb5: Add support for supabase vector store
+  Added doc for the supbase vector store
+- Updated dependencies [648cfb5]
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+- Updated dependencies [9d951b2]
+  - @llamaindex/supabase@0.1.0
+  - @llamaindex/core@0.6.1
+  - llamaindex@0.9.14
+  - @llamaindex/tools@0.0.3
+  - @llamaindex/cloud@4.0.1
+  - @llamaindex/node-parser@2.0.1
+  - @llamaindex/anthropic@0.3.1
+  - @llamaindex/clip@0.0.47
+  - @llamaindex/cohere@0.0.15
+  - @llamaindex/deepinfra@0.0.47
+  - @llamaindex/google@0.2.1
+  - @llamaindex/huggingface@0.1.1
+  - @llamaindex/jinaai@0.0.7
+  - @llamaindex/mistral@0.1.1
+  - @llamaindex/mixedbread@0.0.15
+  - @llamaindex/ollama@0.1.1
+  - @llamaindex/openai@0.2.1
+  - @llamaindex/perplexity@0.0.4
+  - @llamaindex/portkey-ai@0.0.43
+  - @llamaindex/replicate@0.0.43
+  - @llamaindex/astra@0.0.15
+  - @llamaindex/azure@0.1.10
+  - @llamaindex/chroma@0.0.15
+  - @llamaindex/elastic-search@0.1.1
+  - @llamaindex/firestore@1.0.8
+  - @llamaindex/milvus@0.1.10
+  - @llamaindex/mongodb@0.0.15
+  - @llamaindex/pinecone@0.1.1
+  - @llamaindex/postgres@0.0.43
+  - @llamaindex/qdrant@0.1.10
+  - @llamaindex/upstash@0.0.15
+  - @llamaindex/weaviate@0.0.15
+  - @llamaindex/vercel@0.1.1
+  - @llamaindex/voyage-ai@1.0.7
+  - @llamaindex/readers@3.0.1
+  - @llamaindex/workflow@1.0.1
+  - @llamaindex/deepseek@0.0.7
+  - @llamaindex/fireworks@0.0.7
+  - @llamaindex/groq@0.0.62
+  - @llamaindex/together@0.0.7
+  - @llamaindex/vllm@0.0.33
+
 ## 0.3.0
 
 ### Minor Changes

examples/agent/query_tool.ts

@@ -0,0 +1,51 @@
+import {
+  AgentStream,
+  AgentToolCallResult,
+  Document,
+  VectorStoreIndex,
+  agent,
+  openai,
+} from "llamaindex";
+
+async function main() {
+  const index = await VectorStoreIndex.fromDocuments([
+    new Document({
+      text: "Cats have a specialized collarbone that allows them to always land on their feet when they fall.",
+    }),
+    new Document({
+      text: "Dogs have a sense of smell that is 10,000 to 100,000 times more acute than humans.",
+    }),
+    new Document({
+      text: "Cats are known for their agility and ability to jump high.",
+    }),
+  ]);
+
+  const myAgent = agent({
+    llm: openai({ model: "gpt-4o" }),
+    tools: [
+      index.queryTool({
+        options: { similarityTopK: 2 },
+        includeSourceNodes: true,
+      }),
+    ],
+  });
+
+  const context = myAgent.run("The fact about cats");
+
+  for await (const event of context) {
+    if (event instanceof AgentToolCallResult) {
+      console.log(
+        "Using these retrieved information to answer the question:\n",
+        event.data.toolOutput.result,
+      );
+    } else if (event instanceof AgentStream) {
+      for (const chunk of event.data.delta) {
+        process.stdout.write(chunk);
+      }
+    }
+  }
+}
+
+void main().then(() => {
+  console.log("Done");
+});

examples/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/examples",
-  "version": "0.3.0",
+  "version": "0.3.1",
   "private": true,
   "scripts": {
     "lint": "eslint .",
@@ -11,46 +11,47 @@
     "@azure/cosmos": "^4.1.1",
     "@azure/identity": "^4.4.1",
     "@azure/search-documents": "^12.1.0",
-    "@llamaindex/anthropic": "^0.3.0",
-    "@llamaindex/astra": "^0.0.14",
-    "@llamaindex/azure": "^0.1.9",
-    "@llamaindex/chroma": "^0.0.14",
-    "@llamaindex/clip": "^0.0.46",
-    "@llamaindex/cloud": "^4.0.0",
-    "@llamaindex/cohere": "^0.0.14",
-    "@llamaindex/core": "^0.6.0",
-    "@llamaindex/deepinfra": "^0.0.46",
+    "@llamaindex/anthropic": "^0.3.1",
+    "@llamaindex/astra": "^0.0.15",
+    "@llamaindex/azure": "^0.1.10",
+    "@llamaindex/chroma": "^0.0.15",
+    "@llamaindex/clip": "^0.0.47",
+    "@llamaindex/cloud": "^4.0.1",
+    "@llamaindex/cohere": "^0.0.15",
+    "@llamaindex/core": "^0.6.1",
+    "@llamaindex/deepinfra": "^0.0.47",
     "@llamaindex/env": "^0.1.29",
-    "@llamaindex/firestore": "^1.0.7",
-    "@llamaindex/google": "^0.2.0",
-    "@llamaindex/groq": "^0.0.61",
-    "@llamaindex/huggingface": "^0.1.0",
-    "@llamaindex/milvus": "^0.1.9",
-    "@llamaindex/mistral": "^0.1.0",
-    "@llamaindex/mixedbread": "^0.0.14",
-    "@llamaindex/mongodb": "^0.0.14",
-    "@llamaindex/elastic-search": "^0.1.0",
-    "@llamaindex/node-parser": "^2.0.0",
-    "@llamaindex/ollama": "^0.1.0",
-    "@llamaindex/openai": "^0.2.0",
-    "@llamaindex/pinecone": "^0.1.0",
-    "@llamaindex/portkey-ai": "^0.0.42",
-    "@llamaindex/postgres": "^0.0.42",
-    "@llamaindex/qdrant": "^0.1.9",
-    "@llamaindex/readers": "^3.0.0",
-    "@llamaindex/replicate": "^0.0.42",
-    "@llamaindex/upstash": "^0.0.14",
-    "@llamaindex/vercel": "^0.1.0",
-    "@llamaindex/vllm": "^0.0.32",
-    "@llamaindex/voyage-ai": "^1.0.6",
-    "@llamaindex/weaviate": "^0.0.14",
-    "@llamaindex/workflow": "^1.0.0",
-    "@llamaindex/deepseek": "^0.0.6",
-    "@llamaindex/fireworks": "^0.0.6",
-    "@llamaindex/together": "^0.0.6",
-    "@llamaindex/jinaai": "^0.0.6",
-    "@llamaindex/perplexity": "^0.0.3",
-    "@llamaindex/tools": "^0.0.2",
+    "@llamaindex/firestore": "^1.0.8",
+    "@llamaindex/google": "^0.2.1",
+    "@llamaindex/groq": "^0.0.62",
+    "@llamaindex/huggingface": "^0.1.1",
+    "@llamaindex/milvus": "^0.1.10",
+    "@llamaindex/mistral": "^0.1.1",
+    "@llamaindex/mixedbread": "^0.0.15",
+    "@llamaindex/mongodb": "^0.0.15",
+    "@llamaindex/elastic-search": "^0.1.1",
+    "@llamaindex/node-parser": "^2.0.1",
+    "@llamaindex/ollama": "^0.1.1",
+    "@llamaindex/openai": "^0.2.1",
+    "@llamaindex/pinecone": "^0.1.1",
+    "@llamaindex/portkey-ai": "^0.0.43",
+    "@llamaindex/postgres": "^0.0.43",
+    "@llamaindex/qdrant": "^0.1.10",
+    "@llamaindex/readers": "^3.0.1",
+    "@llamaindex/replicate": "^0.0.43",
+    "@llamaindex/upstash": "^0.0.15",
+    "@llamaindex/vercel": "^0.1.1",
+    "@llamaindex/vllm": "^0.0.33",
+    "@llamaindex/voyage-ai": "^1.0.7",
+    "@llamaindex/weaviate": "^0.0.15",
+    "@llamaindex/workflow": "^1.0.1",
+    "@llamaindex/deepseek": "^0.0.7",
+    "@llamaindex/fireworks": "^0.0.7",
+    "@llamaindex/together": "^0.0.7",
+    "@llamaindex/jinaai": "^0.0.7",
+    "@llamaindex/perplexity": "^0.0.4",
+    "@llamaindex/supabase": "^0.1.0",
+    "@llamaindex/tools": "^0.0.3",
     "@notionhq/client": "^2.2.15",
     "@pinecone-database/pinecone": "^4.0.0",
     "@vercel/postgres": "^0.10.0",
@@ -59,7 +60,7 @@
     "commander": "^12.1.0",
     "dotenv": "^16.4.5",
     "js-tiktoken": "^1.0.14",
-    "llamaindex": "^0.9.12",
+    "llamaindex": "^0.9.14",
     "mongodb": "6.7.0",
     "postgres": "^3.4.4",
     "wikipedia": "^2.1.2",

examples/vector-store/supbases/index.ts

@@ -0,0 +1,75 @@
+import {
+  gemini,
+  GEMINI_EMBEDDING_MODEL,
+  GEMINI_MODEL,
+  GeminiEmbedding,
+} from "@llamaindex/google";
+import { SupabaseVectorStore } from "@llamaindex/supabase";
+import {
+  Document,
+  Settings,
+  storageContextFromDefaults,
+  VectorStoreIndex,
+} from "llamaindex";
+async function main() {
+  Settings.embedModel = new GeminiEmbedding({
+    model: GEMINI_EMBEDDING_MODEL.TEXT_EMBEDDING_004,
+  });
+  Settings.llm = gemini({
+    model: GEMINI_MODEL.GEMINI_PRO_1_5_FLASH,
+  });
+  // Create sample documents
+  const documents = [
+    new Document({
+      text: "Supbase is a powerful Database engine",
+      metadata: {
+        source: "tech_docs",
+        author: "John Doe",
+      },
+    }),
+    new Document({
+      text: "Vector search enables semantic similarity search",
+      metadata: {
+        source: "research_paper",
+        author: "Jane Smith",
+      },
+    }),
+    new Document({
+      text: "Supbase vector store supports various distance metrics for vector search",
+      metadata: {
+        source: "tech_docs",
+        author: "Bob Wilson",
+      },
+    }),
+  ];
+
+  // Initialize ElasticSearch Vector Store
+  const vectorStore = new SupabaseVectorStore({
+    supabaseUrl: process.env.SUPABASE_URL,
+    supabaseKey: process.env.SUPABASE_KEY,
+    table: "document",
+  });
+
+  // await vectorStore.delete("fc079c38-2af4-4782-96e4-955c28608fcf");
+
+  // Create storage context with the vector store
+  const storageContext = await storageContextFromDefaults({
+    vectorStore,
+  });
+
+  // Create and store embeddings in ElasticSearch
+  const index = await VectorStoreIndex.fromDocuments(documents, {
+    storageContext,
+  });
+
+  // Query the index
+  const queryEngine = index.asQueryEngine();
+
+  // Simple query
+  const response = await queryEngine.query({
+    query: "What is vector search?",
+  });
+  console.log("Basic Query Response:", response.toString());
+}
+
+main().catch(console.error);

examples/vector-store/supbases/package.json

@@ -0,0 +1,8 @@
+{
+  "name": "vector-store-supabase",
+  "type": "module",
+  "private": true,
+  "scripts": {
+    "start": "npx tsx index.ts"
+  }
+}

packages/autotool/CHANGELOG.md

@@ -1,5 +1,19 @@
 # @llamaindex/autotool
 
+## 6.0.14
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 6.0.13
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 6.0.12
 
 ### Patch Changes

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

@@ -1,5 +1,21 @@
 # @llamaindex/autotool-01-node-example
 
+## 0.0.95
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+  - @llamaindex/autotool@6.0.14
+
+## 0.0.94
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+  - @llamaindex/autotool@6.0.13
+
 ## 0.0.93
 
 ### 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": "0.0.93"
+  "version": "0.0.95"
 }

packages/autotool/package.json

@@ -6,7 +6,7 @@
     "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
     "directory": "packages/autotool"
   },
-  "version": "6.0.12",
+  "version": "6.0.14",
   "description": "auto transpile your JS function to LLM Agent compatible",
   "files": [
     "dist",

packages/cloud/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/cloud
 
+## 4.0.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 4.0.0
 
 ### Patch Changes

packages/cloud/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloud",
-  "version": "4.0.0",
+  "version": "4.0.1",
   "type": "module",
   "license": "MIT",
   "scripts": {

packages/community/CHANGELOG.md

@@ -1,5 +1,19 @@
 # @llamaindex/community
 
+## 0.0.93
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
+## 0.0.92
+
+### Patch Changes
+
+- 1325178: fix: stringify all tool results for anthropic on bedrock
+
 ## 0.0.91
 
 ### Patch Changes

packages/community/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/community",
   "description": "Community package for LlamaIndexTS",
-  "version": "0.0.91",
+  "version": "0.0.93",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/community/src/llm/bedrock/anthropic/utils.ts

@@ -111,7 +111,7 @@ export const mapChatMessagesToAnthropicMessages = <
               {
                 type: "tool_result",
                 tool_use_id: msg.options.toolResult.id,
-                content: msg.options.toolResult.result,
+                content: JSON.stringify(msg.options.toolResult.result),
               },
             ],
           },

packages/core/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/core
 
+## 0.6.1
+
+### Patch Changes
+
+- 1b6f368: Support loading from URLs for all readers extending FileReader
+- eaf326e: Fix passing right llm setting from SimpleChatEngine to ChatMemoryBuffer
+
 ## 0.6.0
 
 ### Minor Changes

packages/core/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/core",
   "type": "module",
-  "version": "0.6.0",
+  "version": "0.6.1",
   "description": "LlamaIndex Core Module",
   "exports": {
     "./agent": {

packages/core/src/chat-engine/simple-chat-engine.ts

@@ -24,8 +24,12 @@ export class SimpleChatEngine implements BaseChatEngine {
   }
 
   constructor(init?: Partial<SimpleChatEngine>) {
-    this.memory = init?.memory ?? new ChatMemoryBuffer();
     this.llm = init?.llm ?? Settings.llm;
+    this.memory =
+      init?.memory ??
+      new ChatMemoryBuffer({
+        llm: this.llm,
+      });
   }
 
   chat(params: NonStreamingChatEngineParams): Promise<EngineResponse>;
@@ -40,6 +44,7 @@ export class SimpleChatEngine implements BaseChatEngine {
 
     const chatHistory = params.chatHistory
       ? new ChatMemoryBuffer({
+          llm: this.llm,
           chatHistory:
             params.chatHistory instanceof BaseMemory
               ? await params.chatHistory.getMessages()

packages/core/src/schema/type.ts

@@ -63,8 +63,29 @@ export abstract class FileReader<T extends BaseNode = Document>
   ): Promise<T[]>;
 
   async loadData(filePath: string): Promise<T[]> {
-    const fileContent = await fs.readFile(filePath);
-    const filename = path.basename(filePath);
+    let fileContent: Uint8Array;
+    let filename: string;
+
+    // Check if filePath is a URL
+    if (filePath.startsWith("http://") || filePath.startsWith("https://")) {
+      // Handle URL
+      const response = await fetch(filePath);
+      if (!response.ok) {
+        throw new Error(
+          `Failed to fetch URL: ${filePath}, status: ${response.status}`,
+        );
+      }
+      const buffer = await response.arrayBuffer();
+      fileContent = new Uint8Array(buffer);
+      // Extract filename from URL
+      const url = new URL(filePath);
+      filename = path.basename(url.pathname) || "url_document";
+    } else {
+      // Handle local file
+      fileContent = await fs.readFile(filePath);
+      filename = path.basename(filePath);
+    }
+
     const docs = await this.loadDataAsContent(fileContent, filename);
     docs.forEach(FileReader.addMetaData(filePath));
     return docs;

packages/core/tests/file-reader.test.ts

@@ -0,0 +1,91 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import { Document, FileReader } from "@llamaindex/core/schema";
+import { fs, path } from "@llamaindex/env";
+import { TextDecoder, TextEncoder } from "util";
+import { afterEach, beforeEach, describe, expect, test, vi } from "vitest";
+
+// Mock implementation of FileReader for testing
+class TestFileReader extends FileReader<Document> {
+  async loadDataAsContent(
+    fileContent: Uint8Array,
+    filename?: string,
+  ): Promise<Document[]> {
+    const text = new TextDecoder().decode(fileContent);
+    return [new Document({ text, metadata: { filename } })];
+  }
+}
+
+describe("FileReader", () => {
+  let reader: TestFileReader;
+  let mockFetch: any;
+  let mockFsReadFile: any;
+
+  beforeEach(() => {
+    reader = new TestFileReader();
+
+    // Mock fetch for URL tests
+    mockFetch = vi.fn();
+    global.fetch = mockFetch;
+
+    // Mock fs.readFile for local file tests
+    mockFsReadFile = vi.spyOn(fs, "readFile");
+  });
+
+  afterEach(() => {
+    vi.restoreAllMocks();
+  });
+
+  test("loadData should load content from a local file", async () => {
+    const testFilePath = "/path/to/test.txt";
+    const testContent = "Test file content";
+    const testContentBuffer = new TextEncoder().encode(testContent);
+
+    mockFsReadFile.mockResolvedValue(testContentBuffer);
+
+    const result = await reader.loadData(testFilePath);
+
+    expect(mockFsReadFile).toHaveBeenCalledWith(testFilePath);
+    expect(result).toHaveLength(1);
+    expect(result[0]).toBeInstanceOf(Document);
+    expect(result[0]?.getText()).toBe(testContent);
+    expect(result[0]?.metadata.file_path).toBe(path.resolve(testFilePath));
+    expect(result[0]?.metadata.file_name).toBe("test.txt");
+  });
+
+  test("loadData should load content from a URL", async () => {
+    const testUrl = "https://example.com/test.txt";
+    const testContent = "Test URL content";
+    const testContentBuffer = new TextEncoder().encode(testContent);
+
+    // Mock fetch response
+    mockFetch.mockResolvedValue({
+      ok: true,
+      arrayBuffer: () => Promise.resolve(testContentBuffer.buffer),
+    });
+
+    const result = await reader.loadData(testUrl);
+
+    expect(mockFetch).toHaveBeenCalledWith(testUrl);
+    expect(result).toHaveLength(1);
+    expect(result[0]).toBeInstanceOf(Document);
+    expect(result[0]?.getText()).toBe(testContent);
+    expect(result[0]?.metadata.file_path).toBe(path.resolve(testUrl));
+    expect(result[0]?.metadata.file_name).toBe("test.txt");
+  });
+
+  test("loadData should throw an error for failed URL fetch", async () => {
+    const testUrl = "https://example.com/not-found.txt";
+
+    // Mock failed fetch response
+    mockFetch.mockResolvedValue({
+      ok: false,
+      status: 404,
+    });
+
+    await expect(reader.loadData(testUrl)).rejects.toThrow(
+      `Failed to fetch URL: ${testUrl}, status: 404`,
+    );
+
+    expect(mockFetch).toHaveBeenCalledWith(testUrl);
+  });
+});

packages/core/tests/simple-chat-engine.test.ts

@@ -0,0 +1,14 @@
+import { SimpleChatEngine } from "@llamaindex/core/chat-engine";
+import { ChatMemoryBuffer } from "@llamaindex/core/memory";
+import { MockLLM } from "@llamaindex/core/utils";
+import { describe, expect, test } from "vitest";
+
+describe("SimpleChatEngine", () => {
+  test("constructor initializes with provided LLM", () => {
+    const llm = new MockLLM();
+    const engine = new SimpleChatEngine({ llm });
+    expect(engine.llm).toBe(llm);
+    expect(engine.memory).toBeInstanceOf(ChatMemoryBuffer);
+    expect((engine.memory as ChatMemoryBuffer).tokenLimit).toBe(768);
+  });
+});

packages/experimental/CHANGELOG.md

@@ -1,5 +1,19 @@
 # @llamaindex/experimental
 
+## 0.0.164
+
+### Patch Changes
+
+- Updated dependencies [9d951b2]
+  - llamaindex@0.9.14
+
+## 0.0.163
+
+### Patch Changes
+
+- Updated dependencies [75d6e29]
+  - llamaindex@0.9.13
+
 ## 0.0.162
 
 ### Patch Changes

packages/experimental/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/experimental",
   "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.162",
+  "version": "0.0.164",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/llamaindex/CHANGELOG.md

@@ -1,5 +1,24 @@
 # llamaindex
 
+## 0.9.14
+
+### Patch Changes
+
+- 9d951b2: feat: support llamacloud in @llamaindex/server
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/cloud@4.0.1
+  - @llamaindex/node-parser@2.0.1
+  - @llamaindex/openai@0.2.1
+  - @llamaindex/workflow@1.0.1
+
+## 0.9.13
+
+### Patch Changes
+
+- 75d6e29: feat: response source nodes in query tool output
+
 ## 0.9.12
 
 ### Patch Changes

packages/llamaindex/package.json

@@ -1,6 +1,6 @@
 {
   "name": "llamaindex",
-  "version": "0.9.12",
+  "version": "0.9.14",
   "license": "MIT",
   "type": "module",
   "keywords": [

packages/llamaindex/src/cloud/LlamaCloudIndex.ts

@@ -25,7 +25,9 @@ import {
 } from "@llamaindex/cloud/api";
 import type { BaseRetriever } from "@llamaindex/core/retriever";
 import { getEnv } from "@llamaindex/env";
+import type { QueryToolParams } from "../indices/BaseIndex.js";
 import { Settings } from "../Settings.js";
+import { QueryEngineTool } from "../tools/QueryEngineTool.js";
 
 export class LlamaCloudIndex {
   params: CloudConstructorParams;
@@ -272,6 +274,22 @@ export class LlamaCloudIndex {
     );
   }
 
+  asQueryTool(params: QueryToolParams): QueryEngineTool {
+    if (params.options) {
+      params.retriever = this.asRetriever(params.options);
+    }
+
+    return new QueryEngineTool({
+      queryEngine: this.asQueryEngine(params),
+      metadata: params?.metadata,
+      includeSourceNodes: params?.includeSourceNodes ?? false,
+    });
+  }
+
+  queryTool(params: QueryToolParams): QueryEngineTool {
+    return this.asQueryTool(params);
+  }
+
   async insert(document: Document) {
     const pipelineId = await this.getPipelineId();
 

packages/llamaindex/src/indices/BaseIndex.ts

@@ -41,6 +41,7 @@ export type QueryToolParams = (
 ) & {
   responseSynthesizer?: BaseSynthesizer;
   metadata?: ToolMetadata<JSONSchemaType<QueryEngineParam>> | undefined;
+  includeSourceNodes?: boolean;
 };
 
 /**
@@ -98,6 +99,7 @@ export abstract class BaseIndex<T> {
     return new QueryEngineTool({
       queryEngine: this.asQueryEngine(params),
       metadata: params?.metadata,
+      includeSourceNodes: params?.includeSourceNodes ?? false,
     });
   }
 

packages/llamaindex/src/tools/QueryEngineTool.ts

@@ -1,3 +1,4 @@
+import type { JSONValue } from "@llamaindex/core/global";
 import type { BaseTool, ToolMetadata } from "@llamaindex/core/llms";
 import type { BaseQueryEngine } from "@llamaindex/core/query-engine";
 import type { JSONSchemaType } from "ajv";
@@ -20,6 +21,7 @@ const DEFAULT_PARAMETERS: JSONSchemaType<QueryEngineParam> = {
 export type QueryEngineToolParams = {
   queryEngine: BaseQueryEngine;
   metadata?: ToolMetadata<JSONSchemaType<QueryEngineParam>> | undefined;
+  includeSourceNodes?: boolean;
 };
 
 export type QueryEngineParam = {
@@ -29,19 +31,32 @@ export type QueryEngineParam = {
 export class QueryEngineTool implements BaseTool<QueryEngineParam> {
   private queryEngine: BaseQueryEngine;
   metadata: ToolMetadata<JSONSchemaType<QueryEngineParam>>;
+  includeSourceNodes: boolean;
 
-  constructor({ queryEngine, metadata }: QueryEngineToolParams) {
+  constructor({
+    queryEngine,
+    metadata,
+    includeSourceNodes,
+  }: QueryEngineToolParams) {
     this.queryEngine = queryEngine;
     this.metadata = {
       name: metadata?.name ?? DEFAULT_NAME,
       description: metadata?.description ?? DEFAULT_DESCRIPTION,
       parameters: metadata?.parameters ?? DEFAULT_PARAMETERS,
     };
+    this.includeSourceNodes = includeSourceNodes ?? false;
   }
 
   async call({ query }: QueryEngineParam) {
     const response = await this.queryEngine.query({ query });
 
-    return response.message.content;
+    if (!this.includeSourceNodes) {
+      return { content: response.message.content };
+    }
+
+    return {
+      content: response.message.content,
+      sourceNodes: response.sourceNodes,
+    } as unknown as JSONValue;
   }
 }

packages/node-parser/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/node-parser
 
+## 2.0.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 2.0.0
 
 ### Patch Changes

packages/node-parser/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/node-parser",
-  "version": "2.0.0",
+  "version": "2.0.1",
   "description": "Node parser for LlamaIndex",
   "type": "module",
   "exports": {

packages/providers/anthropic/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/anthropic
 
+## 0.3.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.3.0
 
 ### Minor Changes

packages/providers/anthropic/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/anthropic",
   "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.3.0",
+  "version": "0.3.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/clip/CHANGELOG.md

@@ -1,5 +1,14 @@
 # @llamaindex/clip
 
+## 0.0.47
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/openai@0.2.1
+
 ## 0.0.46
 
 ### Patch Changes

packages/providers/clip/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/clip",
   "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.46",
+  "version": "0.0.47",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/cohere/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/cohere
 
+## 0.0.15
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.14
 
 ### Patch Changes

packages/providers/cohere/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/cohere",
   "description": "Cohere Adapter for LlamaIndex",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepinfra/CHANGELOG.md

@@ -1,5 +1,14 @@
 # @llamaindex/deepinfra
 
+## 0.0.47
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/openai@0.2.1
+
 ## 0.0.46
 
 ### Patch Changes

packages/providers/deepinfra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepinfra",
   "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.46",
+  "version": "0.0.47",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepseek/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/deepseek
 
+## 0.0.7
+
+### Patch Changes
+
+- @llamaindex/openai@0.2.1
+
 ## 0.0.6
 
 ### Patch Changes

packages/providers/deepseek/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepseek",
   "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.6",
+  "version": "0.0.7",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/fireworks/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/fireworks
 
+## 0.0.7
+
+### Patch Changes
+
+- @llamaindex/openai@0.2.1
+
 ## 0.0.6
 
 ### Patch Changes

packages/providers/fireworks/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/fireworks",
   "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.6",
+  "version": "0.0.7",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/google/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/google
 
+## 0.2.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.2.0
 
 ### Minor Changes

packages/providers/google/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/google",
   "description": "Google Adapter for LlamaIndex",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/groq/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/groq
 
+## 0.0.62
+
+### Patch Changes
+
+- @llamaindex/openai@0.2.1
+
 ## 0.0.61
 
 ### Patch Changes

packages/providers/groq/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/groq",
   "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.61",
+  "version": "0.0.62",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/huggingface/CHANGELOG.md

@@ -1,5 +1,14 @@
 # @llamaindex/huggingface
 
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/openai@0.2.1
+
 ## 0.1.0
 
 ### Minor Changes

packages/providers/huggingface/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/huggingface",
   "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/jinaai/CHANGELOG.md

@@ -1,5 +1,14 @@
 # @llamaindex/jinaai
 
+## 0.0.7
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/openai@0.2.1
+
 ## 0.0.6
 
 ### Patch Changes

packages/providers/jinaai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/jinaai",
   "description": "JinaAI Adapter for LlamaIndex",
-  "version": "0.0.6",
+  "version": "0.0.7",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/mistral/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/mistral
 
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.0
 
 ### Minor Changes

packages/providers/mistral/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mistral",
   "description": "Mistral Adapter for LlamaIndex",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/mixedbread/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/mixedbread
 
+## 0.0.15
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.14
 
 ### Patch Changes

packages/providers/mixedbread/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mixedbread",
   "description": "Mixedbread Adapter for LlamaIndex",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/ollama/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/ollama
 
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.0
 
 ### Minor Changes

packages/providers/ollama/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/ollama",
   "description": "Ollama Adapter for LlamaIndex",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/openai/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/openai
 
+## 0.2.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.2.0
 
 ### Minor Changes

packages/providers/openai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/openai",
   "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.2.0",
+  "version": "0.2.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/perplexity/CHANGELOG.md

@@ -1,5 +1,14 @@
 # @llamaindex/perplexity
 
+## 0.0.4
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+  - @llamaindex/openai@0.2.1
+
 ## 0.0.3
 
 ### Patch Changes

packages/providers/perplexity/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/perplexity",
   "description": "Perplexity Adapter for LlamaIndex",
-  "version": "0.0.3",
+  "version": "0.0.4",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/portkey-ai/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/portkey-ai
 
+## 0.0.43
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.42
 
 ### Patch Changes

packages/providers/portkey-ai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/portkey-ai",
   "description": "Portkey Adapter for LlamaIndex",
-  "version": "0.0.42",
+  "version": "0.0.43",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/replicate/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/replicate
 
+## 0.0.43
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.42
 
 ### Patch Changes

packages/providers/replicate/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/replicate",
   "description": "Replicate Adapter for LlamaIndex",
-  "version": "0.0.42",
+  "version": "0.0.43",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/astra/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/astra
 
+## 0.0.15
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.14
 
 ### Patch Changes

packages/providers/storage/astra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/astra",
   "description": "Astra Storage for LlamaIndex",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/azure/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/azure
 
+## 0.1.10
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.9
 
 ### Patch Changes

packages/providers/storage/azure/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/azure",
   "description": "Azure Storage for LlamaIndex",
-  "version": "0.1.9",
+  "version": "0.1.10",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/chroma/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/chroma
 
+## 0.0.15
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.14
 
 ### Patch Changes

packages/providers/storage/chroma/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/chroma",
   "description": "Chroma Storage for LlamaIndex",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/elastic-search/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/elastic-search
 
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.0
 
 ### Minor Changes

packages/providers/storage/elastic-search/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/elastic-search",
   "description": "Elastic Search Storage for LlamaIndex",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/firestore/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/firestore
 
+## 1.0.8
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 1.0.7
 
 ### Patch Changes

packages/providers/storage/firestore/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/firestore",
   "description": "Firestore Storage for LlamaIndex",
-  "version": "1.0.7",
+  "version": "1.0.8",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/milvus/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/milvus
 
+## 0.1.10
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.9
 
 ### Patch Changes

packages/providers/storage/milvus/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/milvus",
   "description": "Milvus Storage for LlamaIndex",
-  "version": "0.1.9",
+  "version": "0.1.10",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/mongodb/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/mongodb
 
+## 0.0.15
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.0.14
 
 ### Patch Changes

packages/providers/storage/mongodb/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mongodb",
   "description": "MongoDB Storage for LlamaIndex",
-  "version": "0.0.14",
+  "version": "0.0.15",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/pinecone/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/pinecone
 
+## 0.1.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
 ## 0.1.0
 
 ### Minor Changes

packages/providers/storage/pinecone/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/pinecone",
   "description": "Pinecone Storage for LlamaIndex",
-  "version": "0.1.0",
+  "version": "0.1.1",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",