Release 0.11.24 (#2141)

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 +1,33 @@
 # @llamaindex/doc
 
+## 0.2.47
+
+### Patch Changes
+
+- Updated dependencies [c3bf3c7]
+- Updated dependencies [f9f1de9]
+  - @llamaindex/cloud@4.0.28
+  - @llamaindex/core@0.6.19
+  - llamaindex@0.11.24
+  - @llamaindex/node-parser@2.0.19
+  - @llamaindex/openai@0.4.14
+  - @llamaindex/readers@3.1.18
+  - @llamaindex/workflow@1.1.20
+
+## 0.2.46
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/workflow@1.1.19
+  - @llamaindex/core@0.6.18
+  - llamaindex@0.11.23
+  - @llamaindex/cloud@4.0.27
+  - @llamaindex/node-parser@2.0.18
+  - @llamaindex/openai@0.4.13
+  - @llamaindex/readers@3.1.17
+
 ## 0.2.45
 
 ### Patch Changes

apps/next/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/doc",
-  "version": "0.2.45",
+  "version": "0.2.47",
   "private": true,
   "scripts": {
     "postinstall": "fumadocs-mdx",

apps/next/src/content/docs/llamaindex/integration/mcp-toolbox.mdx

@@ -0,0 +1,85 @@
+---
+title: MCP Toolbox For Databases
+description: MCP Toolbox for Databases is an open source MCP server for databases.
+---
+
+# MCP Toolbox for Databases
+
+[MCP Toolbox for Databases](https://github.com/googleapis/genai-toolbox) is an open source MCP server for databases. It was designed with enterprise-grade and production-quality in mind. It enables you to develop tools easier, faster, and more securely by handling the complexities such as connection pooling, authentication, and more.
+
+Toolbox Tools can be seemlessly integrated with LlamaIndex applications. For more
+information on [getting
+started](https://googleapis.github.io/genai-toolbox/getting-started/local_quickstart_js/) or
+[configuring](https://googleapis.github.io/genai-toolbox/getting-started/configure/)
+Toolbox, see the
+[documentation](https://googleapis.github.io/genai-toolbox/getting-started/introduction/).
+
+![architecture](/images/mcp_db_toolbox.png)
+
+### Configure and deploy
+
+Toolbox is an open source server that you deploy and manage yourself. For more
+instructions on deploying and configuring, see the official Toolbox
+documentation:
+
+* [Installing the Server](https://googleapis.github.io/genai-toolbox/getting-started/introduction/#installing-the-server)
+* [Configuring Toolbox](https://googleapis.github.io/genai-toolbox/getting-started/configure/)
+
+### Install client SDK
+
+LlamaIndex relies on the `@toolbox-sdk/core` node package to use Toolbox. Install the
+package before getting started:
+
+```shell
+npm install @toolbox-sdk/core
+```
+
+### Loading Toolbox Tools
+
+Once your Toolbox server is configured and up and running, you can load tools
+from your server using the SDK:
+
+```javascript
+import { gemini, GEMINI_MODEL } from "@llamaindex/google";
+import { agent } from "@llamaindex/workflow";
+import { tool } from "llamaindex";
+import { ToolboxClient } from "@toolbox-sdk/core";
+
+// Initialize LLM
+const llm = gemini({
+  model: GEMINI_MODEL.GEMINI_2_0_FLASH,
+  apiKey: process.env.GOOGLE_API_KEY,
+});
+
+// Replace with your Toolbox Server URL
+const URL = 'https://127.0.0.1:5000';
+
+const client = new ToolboxClient("http://127.0.0.1:5000");
+const toolboxTools = await client.loadToolset("my-toolset");
+
+const getTool = (toolboxTool) => tool({
+  name: toolboxTool.getName(),
+  description: toolboxTool.getDescription(),
+  parameters: toolboxTool.getParamSchema(),
+  execute: toolboxTool
+});
+const tools = toolboxTools.map(getTool);
+
+const myAgent = agent({
+  tools: tools,
+  llm,
+  memory,
+  systemPrompt: prompt,
+});
+const result = await myAgent.run(query);
+console.log(result);
+```
+
+### Advanced Toolbox Features
+
+Toolbox has a variety of features to make developing Gen AI tools for databases seamless.
+For more information, read more about the following:
+
+- [Authenticated Parameters](https://googleapis.github.io/genai-toolbox/resources/tools/#authenticated-parameters): bind tool inputs to values from OIDC tokens automatically, making it easy to run sensitive queries without potentially leaking data
+- [Authorized Invocations](https://googleapis.github.io/genai-toolbox/resources/tools/#authorized-invocations): restrict access to use a tool based on the users Auth token
+- [OpenTelemetry](https://googleapis.github.io/genai-toolbox/how-to/export_telemetry/): get metrics and tracing from Toolbox with [OpenTelemetry](https://opentelemetry.io/docs/)

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

@@ -1,5 +1,5 @@
 {
   "title": "Integration",
   "description": "See our integrations",
-  "pages": ["open-llm-metry", "lang-trace", "vercel"]
+  "pages": ["open-llm-metry", "lang-trace", "mcp-toolbox", "vercel"]
 }

apps/next/src/content/docs/llamaindex/modules/agents/low-level.mdx

@@ -0,0 +1,164 @@
+---
+title: Low-Level LLM Execution
+---
+
+Sometimes your need more control over LLM interactions than what high-level agents provide. The `llm.exec` method makes it simple for you to make a single LLM call with tools but hides the complexity of executing the tools and generating the tool messages.
+
+## When to Use `llm.exec`
+
+Use `llm.exec` when you need to:
+- Build custom agent logic in [workflow](/docs/llamaindex/modules/agents/workflows) steps
+- Have precise control over message handling and tool execution
+
+## Basic Usage
+
+The `llm.exec` method takes messages and tools as parameter and executes one LLM call.
+The LLM might either request to call one or more of the tools or generate an assistant message as result.
+For each tool call that is requested, `llm.exec` executes it and generates the two tool call messages (call and result). If no tool call is requested, just the assistant message is returned. 
+
+```ts
+import { openai } from "@llamaindex/openai";
+import { ChatMessage, tool } from "llamaindex";
+import z from "zod";
+
+const llm = openai({ model: "gpt-4.1-mini" });
+const messages = [
+  {
+    content: "What's the weather like in San Francisco?",
+    role: "user",
+  } as ChatMessage,
+];
+
+const { newMessages, toolCalls } = await llm.exec({
+  messages,
+  tools: [
+    tool({
+      name: "get_weather",
+      description: "Get the current weather for a location",
+      parameters: z.object({
+        address: z.string().describe("The address"),
+      }),
+      execute: ({ address }) => {
+        return `It's sunny in ${address}!`;
+      },
+    }),
+  ],
+});
+
+// Add the new messages (including tool calls and responses) to your conversation
+messages.push(...newMessages);
+```
+
+> `newMessages` is an array as each tool call generates two messages: a tool call message and the tool call result message.
+
+## Agent Loop Pattern
+
+A common pattern is to use `llm.exec` in a loop until the LLM stops making tool calls:
+
+```ts
+import { openai } from "@llamaindex/openai";
+import { ChatMessage, tool } from "llamaindex";
+import z from "zod";
+
+async function runAgentLoop() {
+  const llm = openai({ model: "gpt-4.1-mini" });
+  const messages = [
+    {
+      content: "What's the weather like in San Francisco?",
+      role: "user",
+    } as ChatMessage,
+  ];
+
+  let exit = false;
+  do {
+    const { newMessages, toolCalls } = await llm.exec({
+      messages,
+      tools: [
+        tool({
+          name: "get_weather",
+          description: "Get the current weather for a location",
+          parameters: z.object({
+            address: z.string().describe("The address"),
+          }),
+          execute: ({ address }) => {
+            return `It's sunny in ${address}!`;
+          },
+        }),
+      ],
+    });
+    
+    console.log(newMessages);
+    messages.push(...newMessages);
+    
+    // Exit when no more tool calls are made
+    exit = toolCalls.length === 0;
+  } while (!exit);
+}
+```
+
+## Streaming Support
+
+For real-time responses, use the `stream` option to get the assistant's response as streamed tokens:
+
+```ts
+import { openai } from "@llamaindex/openai";
+import { tool } from "llamaindex";
+import z from "zod";
+
+async function streamingAgentLoop() {
+  const llm = openai({ model: "gpt-4o-mini" });
+  const messages = [
+    {
+      content: "What's the weather like in San Francisco?",
+      role: "user",
+    } as ChatMessage,
+  ];
+
+  let exit = false;
+  do {
+    const { stream, newMessages, toolCalls } = await llm.exec({
+      messages,
+      tools: [
+        tool({
+          name: "get_weather",
+          description: "Get the current weather for a location",
+          parameters: z.object({
+            address: z.string().describe("The address"),
+          }),
+          execute: ({ address }) => {
+            return `It's sunny in ${address}!`;
+          },
+        }),
+      ],
+      stream: true,
+    });
+    
+    // Stream the response token by token
+    for await (const chunk of stream) {
+      process.stdout.write(chunk.delta);
+    }
+    
+    messages.push(...newMessages());
+    
+    exit = toolCalls.length === 0;
+  } while (!exit);
+}
+```
+
+> `newMessages` is a function when streaming. The reason is that the result only is available after streaming. Calling it before, will throw an error.
+
+## Return Values
+
+`llm.exec` returns an object with:
+
+- **`newMessages`**: Array of new chat messages including the LLM response and any tool call messages (call or result). This is a function return the array when streaming.
+- **`toolCalls`**: Array of tool calls made by the LLM
+- **`stream`**: Async iterable for streaming responses (only when `stream: true`)
+
+## Best Practices
+
+For using `llm.exec` in an agent loop, take care to:
+
+1. **Maintain message history**: Always add `newMessages` to your conversation history
+2. **Set exit conditions**: Implement proper logic to avoid infinite loops
+

apps/next/src/content/docs/llamaindex/modules/agents/meta.json

@@ -1,4 +1,10 @@
 {
   "title": "Agents",
-  "pages": ["tool", "agent_workflow", "workflows", "natural_language_workflow"]
+  "pages": [
+    "tool",
+    "agent_workflow",
+    "workflows",
+    "low-level",
+    "natural_language_workflow"
+  ]
 }

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

@@ -101,6 +101,9 @@ const agent = agent({
 });
 ```
 
+You can also use [MCP Toolbox for
+Databases](/docs/llamaindex/integration/mcp-toolbox) to interact with MCP tools.
+
 
 ## Function tool
 

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

@@ -1,5 +1,17 @@
 # @llamaindex/cloudflare-worker-agent-test
 
+## 0.0.185
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.0.184
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.0.183
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.183",
+  "version": "0.0.185",
   "type": "module",
   "private": true,
   "scripts": {

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

@@ -1,5 +1,18 @@
 # @llamaindex/llama-parse-browser-test
 
+## 0.0.83
+
+### Patch Changes
+
+- Updated dependencies [c3bf3c7]
+  - @llamaindex/cloud@4.0.28
+
+## 0.0.82
+
+### Patch Changes
+
+- @llamaindex/cloud@4.0.27
+
 ## 0.0.81
 
 ### Patch Changes

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

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llama-parse-browser-test",
   "private": true,
-  "version": "0.0.81",
+  "version": "0.0.83",
   "type": "module",
   "scripts": {
     "dev": "vite",

e2e/examples/nextjs-agent/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/next-agent-test
 
+## 0.1.185
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.1.184
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.1.183
 
 ### Patch Changes

e2e/examples/nextjs-agent/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-agent-test",
-  "version": "0.1.183",
+  "version": "0.1.185",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,17 @@
 # test-edge-runtime
 
+## 0.1.184
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.1.183
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.1.182
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.182",
+  "version": "0.1.184",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,21 @@
 # @llamaindex/next-node-runtime
 
+## 0.1.54
+
+### Patch Changes
+
+- llamaindex@0.11.24
+- @llamaindex/huggingface@0.1.24
+- @llamaindex/readers@3.1.18
+
+## 0.1.53
+
+### Patch Changes
+
+- llamaindex@0.11.23
+- @llamaindex/huggingface@0.1.23
+- @llamaindex/readers@3.1.17
+
 ## 0.1.52
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.52",
+  "version": "0.1.54",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,17 @@
 # vite-import-llamaindex
 
+## 0.0.51
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.0.50
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.0.49
 
 ### Patch Changes

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

@@ -1,7 +1,7 @@
 {
   "name": "vite-import-llamaindex",
   "private": true,
-  "version": "0.0.49",
+  "version": "0.0.51",
   "type": "module",
   "scripts": {
     "build": "vite build",

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

@@ -1,5 +1,17 @@
 # @llamaindex/waku-query-engine-test
 
+## 0.0.185
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.0.184
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.0.183
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.183",
+  "version": "0.0.185",
   "type": "module",
   "private": true,
   "scripts": {

examples/CHANGELOG.md

@@ -1,5 +1,111 @@
 # examples
 
+## 0.3.35
+
+### Patch Changes
+
+- Updated dependencies [c3bf3c7]
+- Updated dependencies [f9f1de9]
+  - @llamaindex/cloud@4.0.28
+  - @llamaindex/core@0.6.19
+  - llamaindex@0.11.24
+  - @llamaindex/node-parser@2.0.19
+  - @llamaindex/anthropic@0.3.21
+  - @llamaindex/assemblyai@0.1.18
+  - @llamaindex/clip@0.0.70
+  - @llamaindex/cohere@0.0.33
+  - @llamaindex/deepinfra@0.0.70
+  - @llamaindex/discord@0.1.18
+  - @llamaindex/google@0.3.18
+  - @llamaindex/huggingface@0.1.24
+  - @llamaindex/jinaai@0.0.30
+  - @llamaindex/mistral@0.1.19
+  - @llamaindex/mixedbread@0.0.33
+  - @llamaindex/notion@0.1.18
+  - @llamaindex/ollama@0.1.19
+  - @llamaindex/openai@0.4.14
+  - @llamaindex/perplexity@0.0.27
+  - @llamaindex/portkey-ai@0.0.61
+  - @llamaindex/replicate@0.0.61
+  - @llamaindex/bm25-retriever@0.0.8
+  - @llamaindex/astra@0.0.33
+  - @llamaindex/azure@0.1.31
+  - @llamaindex/chroma@0.0.33
+  - @llamaindex/elastic-search@0.1.19
+  - @llamaindex/firestore@1.0.26
+  - @llamaindex/milvus@0.1.28
+  - @llamaindex/mongodb@0.0.34
+  - @llamaindex/pinecone@0.1.19
+  - @llamaindex/postgres@0.0.62
+  - @llamaindex/qdrant@0.1.29
+  - @llamaindex/supabase@0.1.20
+  - @llamaindex/upstash@0.0.33
+  - @llamaindex/weaviate@0.0.34
+  - @llamaindex/vercel@0.1.19
+  - @llamaindex/voyage-ai@1.0.25
+  - @llamaindex/readers@3.1.18
+  - @llamaindex/tools@0.1.9
+  - @llamaindex/workflow@1.1.20
+  - @llamaindex/deepseek@0.0.31
+  - @llamaindex/fireworks@0.0.30
+  - @llamaindex/groq@0.0.86
+  - @llamaindex/together@0.0.30
+  - @llamaindex/vllm@0.0.56
+  - @llamaindex/xai@0.0.17
+
+## 0.3.34
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/workflow@1.1.19
+  - @llamaindex/core@0.6.18
+  - llamaindex@0.11.23
+  - @llamaindex/cloud@4.0.27
+  - @llamaindex/node-parser@2.0.18
+  - @llamaindex/anthropic@0.3.20
+  - @llamaindex/assemblyai@0.1.17
+  - @llamaindex/clip@0.0.69
+  - @llamaindex/cohere@0.0.32
+  - @llamaindex/deepinfra@0.0.69
+  - @llamaindex/discord@0.1.17
+  - @llamaindex/google@0.3.17
+  - @llamaindex/huggingface@0.1.23
+  - @llamaindex/jinaai@0.0.29
+  - @llamaindex/mistral@0.1.18
+  - @llamaindex/mixedbread@0.0.32
+  - @llamaindex/notion@0.1.17
+  - @llamaindex/ollama@0.1.18
+  - @llamaindex/openai@0.4.13
+  - @llamaindex/perplexity@0.0.26
+  - @llamaindex/portkey-ai@0.0.60
+  - @llamaindex/replicate@0.0.60
+  - @llamaindex/bm25-retriever@0.0.7
+  - @llamaindex/astra@0.0.32
+  - @llamaindex/azure@0.1.30
+  - @llamaindex/chroma@0.0.32
+  - @llamaindex/elastic-search@0.1.18
+  - @llamaindex/firestore@1.0.25
+  - @llamaindex/milvus@0.1.27
+  - @llamaindex/mongodb@0.0.33
+  - @llamaindex/pinecone@0.1.18
+  - @llamaindex/postgres@0.0.61
+  - @llamaindex/qdrant@0.1.28
+  - @llamaindex/supabase@0.1.19
+  - @llamaindex/upstash@0.0.32
+  - @llamaindex/weaviate@0.0.33
+  - @llamaindex/vercel@0.1.18
+  - @llamaindex/voyage-ai@1.0.24
+  - @llamaindex/readers@3.1.17
+  - @llamaindex/tools@0.1.8
+  - @llamaindex/deepseek@0.0.30
+  - @llamaindex/fireworks@0.0.29
+  - @llamaindex/groq@0.0.85
+  - @llamaindex/together@0.0.29
+  - @llamaindex/vllm@0.0.55
+  - @llamaindex/xai@0.0.16
+
 ## 0.3.33
 
 ### Patch Changes

examples/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/examples",
-  "version": "0.3.33",
+  "version": "0.3.35",
   "private": true,
   "scripts": {
     "lint": "eslint .",
@@ -11,52 +11,52 @@
     "@azure/cosmos": "^4.1.1",
     "@azure/identity": "^4.4.1",
     "@azure/search-documents": "^12.1.0",
-    "@llamaindex/anthropic": "^0.3.19",
-    "@llamaindex/assemblyai": "^0.1.16",
-    "@llamaindex/astra": "^0.0.31",
-    "@llamaindex/azure": "^0.1.29",
-    "@llamaindex/bm25-retriever": "^0.0.6",
-    "@llamaindex/chroma": "^0.0.31",
-    "@llamaindex/clip": "^0.0.68",
-    "@llamaindex/cloud": "^4.0.26",
-    "@llamaindex/cohere": "^0.0.31",
-    "@llamaindex/core": "^0.6.17",
-    "@llamaindex/deepinfra": "^0.0.68",
-    "@llamaindex/deepseek": "^0.0.29",
-    "@llamaindex/discord": "^0.1.16",
-    "@llamaindex/elastic-search": "^0.1.17",
+    "@llamaindex/anthropic": "^0.3.21",
+    "@llamaindex/assemblyai": "^0.1.18",
+    "@llamaindex/astra": "^0.0.33",
+    "@llamaindex/azure": "^0.1.31",
+    "@llamaindex/bm25-retriever": "^0.0.8",
+    "@llamaindex/chroma": "^0.0.33",
+    "@llamaindex/clip": "^0.0.70",
+    "@llamaindex/cloud": "^4.0.28",
+    "@llamaindex/cohere": "^0.0.33",
+    "@llamaindex/core": "^0.6.19",
+    "@llamaindex/deepinfra": "^0.0.70",
+    "@llamaindex/deepseek": "^0.0.31",
+    "@llamaindex/discord": "^0.1.18",
+    "@llamaindex/elastic-search": "^0.1.19",
     "@llamaindex/env": "^0.1.30",
-    "@llamaindex/firestore": "^1.0.24",
-    "@llamaindex/fireworks": "^0.0.28",
-    "@llamaindex/google": "^0.3.16",
-    "@llamaindex/groq": "^0.0.84",
-    "@llamaindex/huggingface": "^0.1.22",
-    "@llamaindex/jinaai": "^0.0.28",
-    "@llamaindex/milvus": "^0.1.26",
-    "@llamaindex/mistral": "^0.1.17",
-    "@llamaindex/mixedbread": "^0.0.31",
-    "@llamaindex/mongodb": "^0.0.32",
-    "@llamaindex/node-parser": "^2.0.17",
-    "@llamaindex/notion": "^0.1.16",
-    "@llamaindex/ollama": "^0.1.17",
-    "@llamaindex/openai": "^0.4.12",
-    "@llamaindex/perplexity": "^0.0.25",
-    "@llamaindex/pinecone": "^0.1.17",
-    "@llamaindex/portkey-ai": "^0.0.59",
-    "@llamaindex/postgres": "^0.0.60",
-    "@llamaindex/qdrant": "^0.1.27",
-    "@llamaindex/readers": "^3.1.16",
-    "@llamaindex/replicate": "^0.0.59",
-    "@llamaindex/supabase": "^0.1.18",
-    "@llamaindex/together": "^0.0.28",
-    "@llamaindex/tools": "^0.1.7",
-    "@llamaindex/upstash": "^0.0.31",
-    "@llamaindex/vercel": "^0.1.17",
-    "@llamaindex/vllm": "^0.0.54",
-    "@llamaindex/voyage-ai": "^1.0.23",
-    "@llamaindex/weaviate": "^0.0.32",
-    "@llamaindex/workflow": "^1.1.17",
-    "@llamaindex/xai": "^0.0.15",
+    "@llamaindex/firestore": "^1.0.26",
+    "@llamaindex/fireworks": "^0.0.30",
+    "@llamaindex/google": "^0.3.18",
+    "@llamaindex/groq": "^0.0.86",
+    "@llamaindex/huggingface": "^0.1.24",
+    "@llamaindex/jinaai": "^0.0.30",
+    "@llamaindex/milvus": "^0.1.28",
+    "@llamaindex/mistral": "^0.1.19",
+    "@llamaindex/mixedbread": "^0.0.33",
+    "@llamaindex/mongodb": "^0.0.34",
+    "@llamaindex/node-parser": "^2.0.19",
+    "@llamaindex/notion": "^0.1.18",
+    "@llamaindex/ollama": "^0.1.19",
+    "@llamaindex/openai": "^0.4.14",
+    "@llamaindex/perplexity": "^0.0.27",
+    "@llamaindex/pinecone": "^0.1.19",
+    "@llamaindex/portkey-ai": "^0.0.61",
+    "@llamaindex/postgres": "^0.0.62",
+    "@llamaindex/qdrant": "^0.1.29",
+    "@llamaindex/readers": "^3.1.18",
+    "@llamaindex/replicate": "^0.0.61",
+    "@llamaindex/supabase": "^0.1.20",
+    "@llamaindex/together": "^0.0.30",
+    "@llamaindex/tools": "^0.1.9",
+    "@llamaindex/upstash": "^0.0.33",
+    "@llamaindex/vercel": "^0.1.19",
+    "@llamaindex/vllm": "^0.0.56",
+    "@llamaindex/voyage-ai": "^1.0.25",
+    "@llamaindex/weaviate": "^0.0.34",
+    "@llamaindex/workflow": "^1.1.20",
+    "@llamaindex/xai": "^0.0.17",
     "@notionhq/client": "^4.0.0",
     "@pinecone-database/pinecone": "^4.0.0",
     "@vercel/postgres": "^0.10.0",
@@ -65,7 +65,7 @@
     "commander": "^12.1.0",
     "dotenv": "^17.2.0",
     "js-tiktoken": "^1.0.14",
-    "llamaindex": "^0.11.21",
+    "llamaindex": "^0.11.24",
     "mongodb": "6.7.0",
     "postgres": "^3.4.4",
     "wikipedia": "^2.1.2",

packages/autotool/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/autotool
 
+## 8.0.24
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 8.0.23
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 8.0.22
 
 ### Patch Changes

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

@@ -1,5 +1,19 @@
 # @llamaindex/autotool-01-node-example
 
+## 0.0.132
+
+### Patch Changes
+
+- llamaindex@0.11.24
+- @llamaindex/autotool@8.0.24
+
+## 0.0.131
+
+### Patch Changes
+
+- llamaindex@0.11.23
+- @llamaindex/autotool@8.0.23
+
 ## 0.0.130
 
 ### 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": "0.0.130"
+  "version": "0.0.132"
 }

packages/autotool/package.json

@@ -6,7 +6,7 @@
     "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
     "directory": "packages/autotool"
   },
-  "version": "8.0.22",
+  "version": "8.0.24",
   "description": "auto transpile your JS function to LLM Agent compatible",
   "files": [
     "dist",

packages/cloud/CHANGELOG.md

@@ -1,5 +1,21 @@
 # @llamaindex/cloud
 
+## 4.0.28
+
+### Patch Changes
+
+- c3bf3c7: Adding support for citations to beta agent data schema
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 4.0.27
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 4.0.26
 
 ### Patch Changes

packages/cloud/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloud",
-  "version": "4.0.26",
+  "version": "4.0.28",
   "type": "module",
   "license": "MIT",
   "scripts": {

packages/cloud/src/beta/agent/types.ts

@@ -28,6 +28,29 @@ export type ComparisonOperator =
  */
 export type FilterOperation = RawFilterOperation;
 
+/**
+ * Metadata for an extracted field, including confidence and citation information
+ */
+export interface ExtractedFieldMetadata {
+  /** The confidence score for the field, combined with parsing confidence if applicable */
+  confidence?: number;
+  /** The confidence score for the field based on the extracted text only */
+  extracted_confidence?: number;
+  /** The page number that the field occurred on */
+  page_number?: number;
+  /** The original text this field's value was derived from */
+  matching_text?: string;
+}
+
+/**
+ * Dictionary mapping field names to their metadata
+ * Values can be ExtractedFieldMetadata objects, nested dictionaries, or arrays
+ */
+export type ExtractedFieldMetadataDict = Record<
+  string,
+  ExtractedFieldMetadata | Record<string, unknown> | unknown[]
+>;
+
 /**
  * Base extracted data interface
  */
@@ -35,11 +58,13 @@ export interface ExtractedData<T = unknown> {
   /** The original data that was extracted from the document. For tracking changes. Should not be updated. */
   original_data: T;
   /** The latest state of the data. Will differ if data has been updated. */
-  data?: T;
+  data: T;
   /** The status of the extracted data. Prefer to use the StatusType values, but any string is allowed. */
   status: StatusType | string;
-  /** Confidence scores, if any, for each primitive field in the original_data data. */
-  confidence?: Record<string, unknown>;
+  /** The overall confidence score for the extracted data. */
+  overall_confidence?: number;
+  /** Page links, and perhaps eventually bounding boxes, for individual fields in the extracted data. */
+  field_metadata?: ExtractedFieldMetadataDict;
   /** The ID of the file that was used to extract the data. */
   file_id?: string;
   /** The name of the file that was used to extract the data. */

packages/community/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/community
 
+## 0.0.101
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.0.100
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.0.99
 
 ### Patch Changes

packages/community/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/community",
   "description": "Community package for LlamaIndexTS",
-  "version": "0.0.99",
+  "version": "0.0.101",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/core/CHANGELOG.md

@@ -1,5 +1,18 @@
 # @llamaindex/core
 
+## 0.6.19
+
+### Patch Changes
+
+- f9f1de9: Use logger interface instead of directly hardcoding console.log
+
+## 0.6.18
+
+### Patch Changes
+
+- f29799e: Add toolcall callbacks to agent workflows
+- 7224c06: Add logger and callbacks to llm.exec
+
 ## 0.6.17
 
 ### Patch Changes

packages/core/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/core",
   "type": "module",
-  "version": "0.6.17",
+  "version": "0.6.19",
   "description": "LlamaIndex Core Module",
   "exports": {
     "./agent": {

packages/core/src/agent/utils.ts

@@ -15,6 +15,7 @@ import type {
 } from "../llms";
 import { baseToolWithCallSchema } from "../schema";
 import {
+  assertIsJSONValue,
   isAsyncIterable,
   prettifyError,
   stringifyJSONToMessageContent,
@@ -227,6 +228,7 @@ export async function callTool(
       `Tool ${tool.metadata.name} (remote:${toolCall.name}) succeeded.`,
     );
     logger.log(`Output: ${JSON.stringify(output)}`);
+    assertIsJSONValue(output);
     const toolOutput: ToolOutput = {
       tool,
       input,

packages/core/src/embeddings/base.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, emptyLogger, type Logger } from "@llamaindex/env";
 import type { Tokenizers } from "@llamaindex/env/tokenizers";
 import type { MessageContentDetail } from "../llms";
 import { BaseNode, MetadataMode, TransformComponent } from "../schema";
@@ -18,6 +19,7 @@ export type EmbeddingInfo = {
 export type BaseEmbeddingOptions = {
   logProgress?: boolean;
   progressCallback?: (current: number, total: number) => void;
+  logger?: Logger;
 };
 
 export abstract class BaseEmbedding extends TransformComponent<
@@ -133,6 +135,9 @@ export async function batchEmbeddings<T>(
 
   const curBatch: T[] = [];
 
+  const logger =
+    options?.logger ?? (options?.logProgress ? consoleLogger : emptyLogger);
+
   for (let i = 0; i < queue.length; i++) {
     curBatch.push(queue[i]!);
     if (i == queue.length - 1 || curBatch.length == chunkSize) {
@@ -143,7 +148,7 @@ export async function batchEmbeddings<T>(
         options?.progressCallback?.(i + 1, queue.length);
       }
       if (options?.logProgress) {
-        console.log(`getting embedding progress: ${i + 1} / ${queue.length}`);
+        logger.log(`getting embedding progress: ${i + 1} / ${queue.length}`);
       }
 
       curBatch.length = 0;

packages/core/src/llms/base.ts

@@ -1,6 +1,7 @@
+import { emptyLogger } from "@llamaindex/env";
 import { extractText } from "../utils/llms";
 import { streamConverter } from "../utils/stream";
-import { callTool, getToolCallsFromResponse } from "./tool-call";
+import { callToolToMessage, getToolCallsFromResponse } from "./tool-call";
 import type {
   ChatMessage,
   ChatResponse,
@@ -99,16 +100,19 @@ export abstract class BaseLLM<
     if (params.stream) {
       return this.streamExec(params);
     }
+    const logger = params.logger ?? emptyLogger;
     const newMessages: ChatMessage<AdditionalMessageOptions>[] = [];
     const response = await this.chat(params);
     newMessages.push(response.message);
     const toolCalls = getToolCallsFromResponse(response);
     if (params.tools && toolCalls.length > 0) {
       for (const toolCall of toolCalls) {
-        const toolResultMessage = await callTool<AdditionalMessageOptions>(
-          params.tools,
-          toolCall,
-        );
+        const toolResultMessage =
+          await callToolToMessage<AdditionalMessageOptions>(
+            params.tools,
+            toolCall,
+            logger,
+          );
         if (toolResultMessage) {
           newMessages.push(toolResultMessage);
         }
@@ -126,6 +130,7 @@ export abstract class BaseLLM<
       AdditionalMessageOptions
     >,
   ): Promise<ExecStreamResponse<AdditionalMessageOptions>> {
+    const logger = params.logger ?? emptyLogger;
     const responseStream = await this.chat(params);
     const iterator = responseStream[Symbol.asyncIterator]();
     const first = await iterator.next();
@@ -220,10 +225,12 @@ export abstract class BaseLLM<
         } as AdditionalMessageOptions,
       });
       for (const toolCall of toolCalls) {
-        const toolResultMessage = await callTool<AdditionalMessageOptions>(
-          params.tools,
-          toolCall,
-        );
+        const toolResultMessage =
+          await callToolToMessage<AdditionalMessageOptions>(
+            params.tools,
+            toolCall,
+            logger,
+          );
         if (toolResultMessage) {
           messages.push(toolResultMessage);
         }

packages/core/src/llms/tool-call.ts

@@ -1,3 +1,5 @@
+import { type Logger } from "@llamaindex/env";
+import { callTool } from "../agent/utils.js";
 import { stringifyJSONToMessageContent } from "../utils";
 import type {
   BaseTool,
@@ -35,27 +37,28 @@ export const getToolCallsFromResponse = (
   return [];
 };
 
-export const callTool = async <
+export const callToolToMessage = async <
   AdditionalMessageOptions extends object = object,
 >(
   tools: BaseTool[],
   toolCall: ToolCall,
+  logger: Logger,
 ): Promise<ChatMessage<AdditionalMessageOptions> | null> => {
   const tool = tools?.find((t) => t.metadata.name === toolCall.name);
-  // TODO: consider using BaseToolWithCall instead of BaseTool to avoid checking for tool.call
-  if (tool && tool.call) {
-    const result = await tool.call(toolCall.input);
-    const toolResultMessage: ChatMessage<AdditionalMessageOptions> = {
-      role: "user",
-      content: stringifyJSONToMessageContent(result),
-      options: {
-        toolResult: {
-          id: toolCall.id,
-          result,
-        },
-      } as AdditionalMessageOptions,
-    };
-    return toolResultMessage;
-  }
-  return null;
+
+  const toolOutput = await callTool(tool, toolCall, logger);
+
+  const toolResultMessage: ChatMessage<AdditionalMessageOptions> = {
+    role: "user",
+    content: stringifyJSONToMessageContent(toolOutput.output),
+    options: {
+      toolResult: {
+        id: toolCall.id,
+        result: toolOutput.output,
+        isError: toolOutput.isError,
+      },
+    } as AdditionalMessageOptions,
+  };
+
+  return toolResultMessage;
 };

packages/core/src/llms/type.ts

@@ -1,3 +1,4 @@
+import type { Logger } from "@llamaindex/env";
 import type { Tokenizers } from "@llamaindex/env/tokenizers";
 import type { JSONSchemaType } from "ajv";
 import { z } from "zod";
@@ -139,6 +140,7 @@ export interface LLMChatParamsBase<
   additionalChatOptions?: AdditionalChatOptions | undefined;
   tools?: BaseTool[] | undefined;
   responseFormat?: z.ZodType | object | undefined;
+  logger?: Logger | undefined;
 }
 
 export interface LLMChatParamsStreaming<

packages/core/src/memory/memory.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, type Logger } from "@llamaindex/env";
 import { Settings } from "../global";
 import type { ChatMessage, LLM } from "../llms";
 import { extractText } from "../utils";
@@ -38,6 +39,11 @@ export type MemoryOptions<TMessageOptions extends object = object> = {
    * This default LLM can be overridden by the LLM passed in the `getLLM` method.
    */
   llm?: LLM | undefined;
+
+  /**
+   * Logger for memory operations
+   */
+  logger?: Logger;
 };
 
 export class Memory<
@@ -76,6 +82,10 @@ export class Memory<
    * The default LLM to use for memory retrieval.
    */
   private llm: LLM | undefined;
+  /**
+   * Logger for memory operations
+   */
+  private logger: Logger;
 
   constructor(
     messages: MemoryMessage<TMessageOptions>[] = [],
@@ -87,6 +97,7 @@ export class Memory<
       options.shortTermTokenLimitRatio ?? DEFAULT_SHORT_TERM_TOKEN_LIMIT_RATIO;
     this.memoryBlocks = options.memoryBlocks ?? [];
     this.memoryCursor = options.memoryCursor ?? 0;
+    this.logger = options.logger ?? consoleLogger;
     this.initLLM(options.llm);
 
     this.adapters = {
@@ -309,7 +320,7 @@ export class Memory<
           addedTokenCount += messageTokenCount;
         }
       } catch (error) {
-        console.warn(
+        this.logger.warn(
           `Failed to get content from memory block ${block.id}:`,
           error,
         );
@@ -371,7 +382,7 @@ export class Memory<
       try {
         await block.put(newMessages);
       } catch (error) {
-        console.warn(
+        this.logger.warn(
           `Failed to process messages into memory block ${block.id}:`,
           error,
         );

packages/core/src/node-parser/sentence-splitter.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, type Logger } from "@llamaindex/env";
 import type { Tokenizer } from "@llamaindex/env/tokenizers";
 import { z } from "zod";
 import { Settings } from "../global";
@@ -48,9 +49,11 @@ export class SentenceSplitter extends MetadataAwareTextSplitter {
   #splitFns: Set<TextSplitterFn> = new Set();
   #subSentenceSplitFns: Set<TextSplitterFn> = new Set();
   #tokenizer: Tokenizer;
+  #logger: Logger;
 
   constructor(
-    params?: z.input<typeof sentenceSplitterSchema> & SplitterParams,
+    params?: z.input<typeof sentenceSplitterSchema> &
+      SplitterParams & { logger?: Logger },
   ) {
     super();
     if (params) {
@@ -66,6 +69,7 @@ export class SentenceSplitter extends MetadataAwareTextSplitter {
       this.extraAbbreviations,
     );
     this.#tokenizer = params?.tokenizer ?? Settings.tokenizer;
+    this.#logger = params?.logger ?? consoleLogger;
     this.#splitFns.add(splitBySep(this.paragraphSeparator));
     this.#splitFns.add(this.#chunkingTokenizerFn);
 
@@ -82,7 +86,7 @@ export class SentenceSplitter extends MetadataAwareTextSplitter {
         `Metadata length (${metadataLength}) is longer than chunk size (${this.chunkSize}). Consider increasing the chunk size or decreasing the size of your metadata to avoid this.`,
       );
     } else if (effectiveChunkSize < 50) {
-      console.log(
+      this.#logger.log(
         `Metadata length (${metadataLength}) is close to chunk size (${this.chunkSize}). Resulting chunks are less than 50 tokens. Consider increasing the chunk size or decreasing the size of your metadata to avoid this.`,
       );
     }

packages/core/src/node-parser/token-text-splitter.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, type Logger } from "@llamaindex/env";
 import type { Tokenizer } from "@llamaindex/env/tokenizers";
 import { z } from "zod";
 import { DEFAULT_CHUNK_OVERLAP, DEFAULT_CHUNK_SIZE, Settings } from "../global";
@@ -21,9 +22,11 @@ export class TokenTextSplitter extends MetadataAwareTextSplitter {
   backupSeparators: string[] = ["\n"];
   #tokenizer: Tokenizer;
   #splitFns: Array<(text: string) => string[]> = [];
+  #logger: Logger;
 
   constructor(
-    params?: SplitterParams & Partial<z.infer<typeof tokenTextSplitterSchema>>,
+    params?: SplitterParams &
+      Partial<z.infer<typeof tokenTextSplitterSchema>> & { logger?: Logger },
   ) {
     super();
 
@@ -42,6 +45,7 @@ export class TokenTextSplitter extends MetadataAwareTextSplitter {
     }
 
     this.#tokenizer = params?.tokenizer ?? Settings.tokenizer;
+    this.#logger = params?.logger ?? consoleLogger;
 
     const allSeparators = [this.separator, ...this.backupSeparators];
     this.#splitFns = allSeparators.map((sep) => splitBySep(sep));
@@ -65,7 +69,7 @@ export class TokenTextSplitter extends MetadataAwareTextSplitter {
           `Consider increasing the chunk size or decreasing the size of your metadata to avoid this.`,
       );
     } else if (effectiveChunkSize < 50) {
-      console.warn(
+      this.#logger.warn(
         `Metadata length (${metadataLength}) is close to chunk size (${this.chunkSize}). ` +
           `Resulting chunks are less than 50 tokens. Consider increasing the chunk size or decreasing the size of your metadata to avoid this.`,
       );
@@ -148,7 +152,7 @@ export class TokenTextSplitter extends MetadataAwareTextSplitter {
       const splitLength = this.tokenSize(split);
 
       if (splitLength > chunkSize) {
-        console.warn(
+        this.#logger.warn(
           `Got a split of size ${splitLength}, larger than chunk size ${chunkSize}.`,
         );
       }

packages/core/src/storage/doc-store/kv-document-store.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, type Logger } from "@llamaindex/env";
 import { DEFAULT_NAMESPACE } from "../../global";
 import { BaseNode, ObjectType, type StoredValue } from "../../schema";
 import type { BaseKVStore } from "../kv-store";
@@ -16,13 +17,19 @@ export class KVDocumentStore extends BaseDocumentStore {
   private nodeCollection: string;
   private refDocCollection: string;
   private metadataCollection: string;
+  private logger: Logger;
 
-  constructor(kvstore: BaseKVStore, namespace: string = DEFAULT_NAMESPACE) {
+  constructor(
+    kvstore: BaseKVStore,
+    namespace: string = DEFAULT_NAMESPACE,
+    options?: { logger?: Logger },
+  ) {
     super();
     this.kvstore = kvstore;
     this.nodeCollection = `${namespace}/data`;
     this.refDocCollection = `${namespace}/ref_doc_info`;
     this.metadataCollection = `${namespace}/metadata`;
+    this.logger = options?.logger ?? consoleLogger;
   }
 
   async docs(): Promise<Record<string, BaseNode>> {
@@ -33,7 +40,7 @@ export class KVDocumentStore extends BaseDocumentStore {
       if (isValidDocJson(value)) {
         docs[key] = jsonToDoc(value, this.serializer);
       } else {
-        console.warn(`Invalid JSON for docId ${key}`);
+        this.logger.warn(`Invalid JSON for docId ${key}`);
       }
     }
     return docs;

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

@@ -1,4 +1,4 @@
-import { path } from "@llamaindex/env";
+import { path, type Logger } from "@llamaindex/env";
 import { IndexStruct, jsonToIndexStruct } from "../../data-structs";
 import {
   DEFAULT_INDEX_STORE_PERSIST_FILENAME,
@@ -8,8 +8,8 @@ import {
 import {
   BaseInMemoryKVStore,
   BaseKVStore,
-  type DataType,
   SimpleKVStore,
+  type DataType,
 } from "../kv-store";
 
 export const DEFAULT_PERSIST_PATH = path.join(
@@ -84,16 +84,23 @@ export class SimpleIndexStore extends KVIndexStore {
 
   static async fromPersistDir(
     persistDir: string = DEFAULT_PERSIST_DIR,
+    options?: { logger?: Logger },
   ): Promise<SimpleIndexStore> {
     const persistPath = path.join(
       persistDir,
       DEFAULT_INDEX_STORE_PERSIST_FILENAME,
     );
-    return this.fromPersistPath(persistPath);
+    return this.fromPersistPath(persistPath, options);
   }
 
-  static async fromPersistPath(persistPath: string): Promise<SimpleIndexStore> {
-    const simpleKVStore = await SimpleKVStore.fromPersistPath(persistPath);
+  static async fromPersistPath(
+    persistPath: string,
+    options?: { logger?: Logger },
+  ): Promise<SimpleIndexStore> {
+    const simpleKVStore = await SimpleKVStore.fromPersistPath(
+      persistPath,
+      options,
+    );
     return new SimpleIndexStore(simpleKVStore);
   }
 

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

@@ -1,4 +1,4 @@
-import { fs, path } from "@llamaindex/env";
+import { consoleLogger, fs, path, type Logger } from "@llamaindex/env";
 
 import { DEFAULT_COLLECTION } from "../../global";
 import type { StoredValue } from "../../schema";
@@ -98,7 +98,11 @@ export class SimpleKVStore extends BaseKVStore {
     await fs.writeFile(persistPath, JSON.stringify(this.data));
   }
 
-  static async fromPersistPath(persistPath: string): Promise<SimpleKVStore> {
+  static async fromPersistPath(
+    persistPath: string,
+    options?: { logger?: Logger },
+  ): Promise<SimpleKVStore> {
+    const logger = options?.logger ?? consoleLogger;
     const dirPath = path.dirname(persistPath);
     if (!(await exists(dirPath))) {
       await fs.mkdir(dirPath, { recursive: true });
@@ -106,7 +110,7 @@ export class SimpleKVStore extends BaseKVStore {
 
     let data: DataType = {};
     if (!(await exists(persistPath))) {
-      console.info(`Starting new store from path: ${persistPath}`);
+      logger.log(`Starting new store from path: ${persistPath}`);
     } else {
       try {
         const fileData = await fs.readFile(persistPath);

packages/core/src/tools/function-tool.ts

@@ -1,3 +1,4 @@
+import { consoleLogger, type Logger } from "@llamaindex/env";
 import type { JSONSchemaType } from "ajv";
 import { z } from "zod";
 import { zodToJsonSchema } from "zod-to-json-schema";
@@ -14,11 +15,13 @@ export class FunctionTool<
   #additionalArg: AdditionalToolArgument | undefined;
   readonly #metadata: ToolMetadata<JSONSchemaType<T>>;
   readonly #zodType: z.ZodType<T> | null = null;
+  readonly #logger: Logger;
   constructor(
     fn: (input: T, additionalArg?: AdditionalToolArgument) => R,
     metadata: ToolMetadata<JSONSchemaType<T>>,
     zodType?: z.ZodType<T>,
     additionalArg?: AdditionalToolArgument,
+    logger?: Logger,
   ) {
     this.#fn = fn;
     this.#metadata = metadata;
@@ -26,6 +29,7 @@ export class FunctionTool<
       this.#zodType = zodType;
     }
     this.#additionalArg = additionalArg;
+    this.#logger = logger ?? consoleLogger;
   }
 
   static from<T, AdditionalToolArgument extends object = object>(
@@ -140,7 +144,7 @@ export class FunctionTool<
       if (result.success) {
         params = result.data;
       } else {
-        console.warn(result.error.errors);
+        this.#logger.warn(result.error.errors);
       }
     }
     return this.#fn.call(null, params, this.#additionalArg);

packages/experimental/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/experimental
 
+## 0.0.201
+
+### Patch Changes
+
+- llamaindex@0.11.24
+
+## 0.0.200
+
+### Patch Changes
+
+- llamaindex@0.11.23
+
 ## 0.0.199
 
 ### Patch Changes

packages/experimental/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/experimental",
   "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.199",
+  "version": "0.0.201",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/llamaindex/CHANGELOG.md

@@ -1,5 +1,27 @@
 # llamaindex
 
+## 0.11.24
+
+### Patch Changes
+
+- Updated dependencies [c3bf3c7]
+- Updated dependencies [f9f1de9]
+  - @llamaindex/cloud@4.0.28
+  - @llamaindex/core@0.6.19
+  - @llamaindex/node-parser@2.0.19
+  - @llamaindex/workflow@1.1.20
+
+## 0.11.23
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/workflow@1.1.19
+  - @llamaindex/core@0.6.18
+  - @llamaindex/cloud@4.0.27
+  - @llamaindex/node-parser@2.0.18
+
 ## 0.11.22
 
 ### Patch Changes

packages/llamaindex/package.json

@@ -1,6 +1,6 @@
 {
   "name": "llamaindex",
-  "version": "0.11.22",
+  "version": "0.11.24",
   "license": "MIT",
   "type": "module",
   "keywords": [

packages/llamaindex/src/storage/docStore/SimpleDocumentStore.ts

@@ -8,7 +8,7 @@ import {
   BaseInMemoryKVStore,
   SimpleKVStore,
 } from "@llamaindex/core/storage/kv-store";
-import { path } from "@llamaindex/env";
+import { path, type Logger } from "@llamaindex/env";
 import _ from "lodash";
 
 // eslint-disable-next-line @typescript-eslint/no-explicit-any
@@ -27,19 +27,28 @@ export class SimpleDocumentStore extends KVDocumentStore {
   static async fromPersistDir(
     persistDir: string = DEFAULT_PERSIST_DIR,
     namespace?: string,
+    options?: { logger?: Logger },
   ): Promise<SimpleDocumentStore> {
     const persistPath = path.join(
       persistDir,
       DEFAULT_DOC_STORE_PERSIST_FILENAME,
     );
-    return await SimpleDocumentStore.fromPersistPath(persistPath, namespace);
+    return await SimpleDocumentStore.fromPersistPath(
+      persistPath,
+      namespace,
+      options,
+    );
   }
 
   static async fromPersistPath(
     persistPath: string,
     namespace?: string,
+    options?: { logger?: Logger },
   ): Promise<SimpleDocumentStore> {
-    const simpleKVStore = await SimpleKVStore.fromPersistPath(persistPath);
+    const simpleKVStore = await SimpleKVStore.fromPersistPath(
+      persistPath,
+      options,
+    );
     return new SimpleDocumentStore(simpleKVStore, namespace);
   }
 

packages/llamaindex/src/vector-store/SimpleVectorStore.ts

@@ -18,7 +18,7 @@ import {
   type VectorStoreQuery,
   type VectorStoreQueryResult,
 } from "@llamaindex/core/vector-store";
-import { fs, path } from "@llamaindex/env";
+import { consoleLogger, fs, path, type Logger } from "@llamaindex/env";
 import { exists } from "../storage/FileSystem.js";
 
 const LEARNER_MODES = new Set<VectorStoreQueryMode>([
@@ -139,9 +139,14 @@ export class SimpleVectorStore extends BaseVectorStore {
   static async fromPersistDir(
     persistDir: string = DEFAULT_PERSIST_DIR,
     embedModel?: BaseEmbedding,
+    options?: { logger?: Logger },
   ): Promise<SimpleVectorStore> {
     const persistPath = path.join(persistDir, "vector_store.json");
-    return await SimpleVectorStore.fromPersistPath(persistPath, embedModel);
+    return await SimpleVectorStore.fromPersistPath(
+      persistPath,
+      embedModel,
+      options,
+    );
   }
 
   client() {
@@ -273,7 +278,9 @@ export class SimpleVectorStore extends BaseVectorStore {
   static async fromPersistPath(
     persistPath: string,
     embedModel?: BaseEmbedding,
+    options?: { logger?: Logger },
   ): Promise<SimpleVectorStore> {
+    const logger = options?.logger ?? consoleLogger;
     const dirPath = path.dirname(persistPath);
     if (!(await exists(dirPath))) {
       await fs.mkdir(dirPath, { recursive: true });
@@ -281,7 +288,7 @@ export class SimpleVectorStore extends BaseVectorStore {
 
     let dataDict: Record<string, unknown> = {};
     if (!(await exists(persistPath))) {
-      console.info(`Starting new store from path: ${persistPath}`);
+      logger.log(`Starting new store from path: ${persistPath}`);
     } else {
       try {
         const fileData = await fs.readFile(persistPath);

packages/llamaindex/tests/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/core-test
 
+## 0.1.15
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.14
+
+## 0.1.14
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.13
+
 ## 0.1.13
 
 ### Patch Changes

packages/llamaindex/tests/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llamaindex-test",
   "private": true,
-  "version": "0.1.13",
+  "version": "0.1.15",
   "type": "module",
   "scripts": {
     "test": "vitest run"

packages/llamaindex/tests/storage/StorageContext.test.ts

@@ -47,22 +47,31 @@ describe("StorageContext", () => {
 
   test("persists and loads", async () => {
     const doc = new Document({ text: "test document" });
-    const consoleInfoSpy = vi
-      .spyOn(console, "info")
-      .mockImplementation(() => {});
+    // Create a Logger that spies on log (info) calls
+    const spyLogger = {
+      log: vi.fn(),
+      error: vi.fn(),
+      warn: vi.fn(),
+    };
 
     // storage context from individual stores
     const storageContext = await storageContextFromDefaults({
-      docStore: await SimpleDocumentStore.fromPersistDir(testDir),
-      vectorStore: await SimpleVectorStore.fromPersistDir(testDir),
-      indexStore: await SimpleIndexStore.fromPersistDir(testDir),
+      docStore: await SimpleDocumentStore.fromPersistDir(testDir, undefined, {
+        logger: spyLogger,
+      }),
+      vectorStore: await SimpleVectorStore.fromPersistDir(testDir, undefined, {
+        logger: spyLogger,
+      }),
+      indexStore: await SimpleIndexStore.fromPersistDir(testDir, {
+        logger: spyLogger,
+      }),
     });
 
     const index = await VectorStoreIndex.fromDocuments([doc], {
       storageContext,
     });
-    expect(consoleInfoSpy).toHaveBeenCalledTimes(3);
-    expect(consoleInfoSpy).toHaveBeenCalledWith(
+    expect(spyLogger.log).toHaveBeenCalledTimes(3);
+    expect(spyLogger.log).toHaveBeenCalledWith(
       expect.stringContaining("Starting new store"),
     );
     expect(index).toBeDefined();
@@ -75,13 +84,19 @@ describe("StorageContext", () => {
     // Check that the test data files exist
     await expectTestDataFilesExist(testDir);
 
-    consoleInfoSpy.mockClear();
+    spyLogger.log.mockClear();
 
     // Now, load it again. Since data was persisted, we should not see the error.
     const newStorageContext = await storageContextFromDefaults({
-      docStore: await SimpleDocumentStore.fromPersistDir(testDir),
-      vectorStore: await SimpleVectorStore.fromPersistDir(testDir),
-      indexStore: await SimpleIndexStore.fromPersistDir(testDir),
+      docStore: await SimpleDocumentStore.fromPersistDir(testDir, undefined, {
+        logger: spyLogger,
+      }),
+      vectorStore: await SimpleVectorStore.fromPersistDir(testDir, undefined, {
+        logger: spyLogger,
+      }),
+      indexStore: await SimpleIndexStore.fromPersistDir(testDir, {
+        logger: spyLogger,
+      }),
     });
 
     const loadedIndex = await VectorStoreIndex.init({
@@ -94,9 +109,7 @@ describe("StorageContext", () => {
 
     await expectTestDataFilesExist(testDir);
 
-    expect(consoleInfoSpy).not.toHaveBeenCalled();
-
-    consoleInfoSpy.mockRestore();
+    expect(spyLogger.log).not.toHaveBeenCalled();
   });
 
   test("throws error on corrupted data", async () => {

packages/node-parser/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/node-parser
 
+## 2.0.19
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 2.0.18
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 2.0.17
 
 ### Patch Changes

packages/node-parser/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/node-parser",
-  "version": "2.0.17",
+  "version": "2.0.19",
   "description": "Node parser for LlamaIndex",
   "type": "module",
   "exports": {

packages/providers/anthropic/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/anthropic
 
+## 0.3.21
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.3.20
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.3.19
 
 ### Patch Changes

packages/providers/anthropic/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/anthropic",
   "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.3.19",
+  "version": "0.3.21",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/assemblyai/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/assemblyai
 
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.17
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.16
 
 ### Patch Changes

packages/providers/assemblyai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/assemblyai",
   "description": "AssemblyAI Reader for LlamaIndex",
-  "version": "0.1.16",
+  "version": "0.1.18",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/aws/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/community
 
+## 0.0.115
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.0.114
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.0.113
 
 ### Patch Changes

packages/providers/aws/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/aws",
   "description": "AWS package for LlamaIndexTS",
-  "version": "0.0.113",
+  "version": "0.0.115",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/providers/clip/CHANGELOG.md

@@ -1,5 +1,22 @@
 # @llamaindex/clip
 
+## 0.0.70
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+  - @llamaindex/openai@0.4.14
+
+## 0.0.69
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+  - @llamaindex/openai@0.4.13
+
 ## 0.0.68
 
 ### Patch Changes

packages/providers/clip/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/clip",
   "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.68",
+  "version": "0.0.70",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/cohere/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/cohere
 
+## 0.0.33
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.0.32
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.0.31
 
 ### Patch Changes

packages/providers/cohere/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/cohere",
   "description": "Cohere Adapter for LlamaIndex",
-  "version": "0.0.31",
+  "version": "0.0.33",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepinfra/CHANGELOG.md

@@ -1,5 +1,22 @@
 # @llamaindex/deepinfra
 
+## 0.0.70
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+  - @llamaindex/openai@0.4.14
+
+## 0.0.69
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+  - @llamaindex/openai@0.4.13
+
 ## 0.0.68
 
 ### Patch Changes

packages/providers/deepinfra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepinfra",
   "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.68",
+  "version": "0.0.70",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepseek/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/deepseek
 
+## 0.0.31
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.14
+
+## 0.0.30
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.13
+
 ## 0.0.29
 
 ### Patch Changes

packages/providers/deepseek/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepseek",
   "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.29",
+  "version": "0.0.31",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/discord/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/discord
 
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.17
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.16
 
 ### Patch Changes

packages/providers/discord/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/discord",
   "description": "Discord Reader for LlamaIndex",
-  "version": "0.1.16",
+  "version": "0.1.18",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/excel/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/excel
 
+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.17
 
 ### Patch Changes

packages/providers/excel/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/excel",
   "description": "Excel Reader for LlamaIndex",
-  "version": "0.1.17",
+  "version": "0.1.19",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/fireworks/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/fireworks
 
+## 0.0.30
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.14
+
+## 0.0.29
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.13
+
 ## 0.0.28
 
 ### Patch Changes

packages/providers/fireworks/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/fireworks",
   "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.28",
+  "version": "0.0.30",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/google/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/google
 
+## 0.3.18
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.3.17
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.3.16
 
 ### Patch Changes

packages/providers/google/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/google",
   "description": "Google Adapter for LlamaIndex",
-  "version": "0.3.16",
+  "version": "0.3.18",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/groq/CHANGELOG.md

@@ -1,5 +1,17 @@
 # @llamaindex/groq
 
+## 0.0.86
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.14
+
+## 0.0.85
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.13
+
 ## 0.0.84
 
 ### Patch Changes

packages/providers/groq/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/groq",
   "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.84",
+  "version": "0.0.86",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/huggingface/CHANGELOG.md

@@ -1,5 +1,22 @@
 # @llamaindex/huggingface
 
+## 0.1.24
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+  - @llamaindex/openai@0.4.14
+
+## 0.1.23
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+  - @llamaindex/openai@0.4.13
+
 ## 0.1.22
 
 ### Patch Changes

packages/providers/huggingface/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/huggingface",
   "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.1.22",
+  "version": "0.1.24",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/jinaai/CHANGELOG.md

@@ -1,5 +1,22 @@
 # @llamaindex/jinaai
 
+## 0.0.30
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+  - @llamaindex/openai@0.4.14
+
+## 0.0.29
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+  - @llamaindex/openai@0.4.13
+
 ## 0.0.28
 
 ### Patch Changes

packages/providers/jinaai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/jinaai",
   "description": "JinaAI Adapter for LlamaIndex",
-  "version": "0.0.28",
+  "version": "0.0.30",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/mistral/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/mistral
 
+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.17
 
 ### Patch Changes

packages/providers/mistral/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mistral",
   "description": "Mistral Adapter for LlamaIndex",
-  "version": "0.1.17",
+  "version": "0.1.19",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/mixedbread/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/mixedbread
 
+## 0.0.33
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.0.32
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.0.31
 
 ### Patch Changes

packages/providers/mixedbread/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mixedbread",
   "description": "Mixedbread Adapter for LlamaIndex",
-  "version": "0.0.31",
+  "version": "0.0.33",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/notion/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/notion
 
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.17
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.16
 
 ### Patch Changes

packages/providers/notion/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/notion",
   "description": "Notion Reader for LlamaIndex",
-  "version": "0.1.16",
+  "version": "0.1.18",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/ollama/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/ollama
 
+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.1.18
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.1.17
 
 ### Patch Changes

packages/providers/ollama/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/ollama",
   "description": "Ollama Adapter for LlamaIndex",
-  "version": "0.1.17",
+  "version": "0.1.19",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/openai/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/openai
 
+## 0.4.14
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.4.13
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.4.12
 
 ### Patch Changes

packages/providers/openai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/openai",
   "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.4.12",
+  "version": "0.4.14",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/perplexity/CHANGELOG.md

@@ -1,5 +1,22 @@
 # @llamaindex/perplexity
 
+## 0.0.27
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+  - @llamaindex/openai@0.4.14
+
+## 0.0.26
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+  - @llamaindex/openai@0.4.13
+
 ## 0.0.25
 
 ### Patch Changes

packages/providers/perplexity/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/perplexity",
   "description": "Perplexity Adapter for LlamaIndex",
-  "version": "0.0.25",
+  "version": "0.0.27",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/portkey-ai/CHANGELOG.md

@@ -1,5 +1,20 @@
 # @llamaindex/portkey-ai
 
+## 0.0.61
+
+### Patch Changes
+
+- Updated dependencies [f9f1de9]
+  - @llamaindex/core@0.6.19
+
+## 0.0.60
+
+### Patch Changes
+
+- Updated dependencies [f29799e]
+- Updated dependencies [7224c06]
+  - @llamaindex/core@0.6.18
+
 ## 0.0.59
 
 ### Patch Changes

packages/providers/portkey-ai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/portkey-ai",
   "description": "Portkey Adapter for LlamaIndex",
-  "version": "0.0.59",
+  "version": "0.0.61",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",