Release 0.11.8 (#2018)

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 +1,38 @@
 # @llamaindex/doc
 
+## 0.2.27
+
+### Patch Changes
+
+- 8a51c16: Add natural language agent page
+- Updated dependencies [8a51c16]
+- Updated dependencies [1b5af14]
+  - @llamaindex/workflow@1.1.9
+  - @llamaindex/core@0.6.10
+  - llamaindex@0.11.8
+  - @llamaindex/cloud@4.0.14
+  - @llamaindex/node-parser@2.0.10
+  - @llamaindex/openai@0.4.4
+  - @llamaindex/readers@3.1.8
+
+## 0.2.26
+
+### Patch Changes
+
+- a4d394f: fix: correct SimpleDirectoryReader import path in documentation example
+- Updated dependencies [dbd857f]
+- Updated dependencies [3c857f4]
+  - @llamaindex/workflow@1.1.8
+  - llamaindex@0.11.7
+
+## 0.2.25
+
+### Patch Changes
+
+- Updated dependencies [40161fe]
+  - @llamaindex/workflow@1.1.7
+  - llamaindex@0.11.6
+
 ## 0.2.24
 
 ### Patch Changes

apps/next/next.config.mjs

@@ -15,6 +15,20 @@ const config = {
     "twoslash",
     "typescript",
   ],
+  async redirects() {
+    return [
+      {
+        source: "/docs/chat-ui/:path*.mdx",
+        destination: "/docs/chat-ui/:path*",
+        permanent: true,
+      },
+      {
+        source: "/docs/llamaflow/:path*.mdx",
+        destination: "/docs/llamaflow/:path*",
+        permanent: true,
+      },
+    ];
+  },
   turbopack: {
     resolveAlias: {
       fs: { browser: "./fallback.js" },

apps/next/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/doc",
-  "version": "0.2.24",
+  "version": "0.2.27",
   "private": true,
   "scripts": {
     "postinstall": "fumadocs-mdx",
@@ -16,7 +16,7 @@
     "@huggingface/transformers": "^3.5.0",
     "@icons-pack/react-simple-icons": "^10.1.0",
     "@llama-flow/docs": "0.0.8",
-    "@llamaindex/chat-ui-docs": "0.0.3",
+    "@llamaindex/chat-ui-docs": "^0.0.5",
     "@llamaindex/cloud": "workspace:*",
     "@llamaindex/core": "workspace:*",
     "@llamaindex/node-parser": "workspace:*",
@@ -39,13 +39,13 @@
     "clsx": "2.1.1",
     "foxact": "^0.2.41",
     "framer-motion": "^11.11.17",
-    "fumadocs-core": "^15.2.7",
+    "fumadocs-core": "^15.5.0",
     "fumadocs-docgen": "^2.0.0",
-    "fumadocs-mdx": "^11.6.0",
-    "fumadocs-openapi": "^8.0.1",
-    "fumadocs-twoslash": "^3.1.1",
-    "fumadocs-typescript": "^4.0.2",
-    "fumadocs-ui": "^15.2.7",
+    "fumadocs-mdx": "^11.6.6",
+    "fumadocs-openapi": "^9.0.5",
+    "fumadocs-twoslash": "^3.1.3",
+    "fumadocs-typescript": "^4.0.5",
+    "fumadocs-ui": "^15.5.0",
     "hast-util-to-jsx-runtime": "^2.3.2",
     "llamaindex": "workspace:*",
     "lucide-react": "^0.460.0",

apps/next/source.config.ts

@@ -13,6 +13,11 @@ export const docs = defineDocs({
     "./src/content/docs",
     "./node_modules/@llama-flow/docs",
     "./node_modules/@llamaindex/chat-ui-docs",
+    // NOTE: When adding external docs (like chat-ui or llama-flow above),
+    // make sure to also update:
+    // 1. scripts/validate-links.mts - add to ALLOWED_LINKS array
+    // 2. next.config.mjs - add redirect for .mdx files
+    // 3. src/content/docs/meta.json - add to pages array
   ],
   docs: {
     async: true,

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

@@ -113,7 +113,8 @@ export default function HomePage() {
           description="Truly powerful retrieval-augmented generation applications use agentic techniques, and LlamaIndex.TS makes it easy to build them."
         >
           <CodeBlock
-            code={`import { SimpleDirectoryReader, VectorStoreIndex } from "llamaindex";
+            code={`import { VectorStoreIndex } from "llamaindex";
+import { SimpleDirectoryReader } from "@llamaindex/readers/directory";
 import { openai } from "@llamaindex/openai";
 import { agent } from "@llamaindex/workflow";
 

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

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

apps/next/src/content/docs/llamaindex/modules/agents/natural_language_workflow.mdx

@@ -0,0 +1,103 @@
+---
+title: Define workflows using natural language  
+---
+
+When working with Workflows, you have to write code to handle an event in the workflow. 
+Often, the logic of the handler is not too complex so that it can be expressed using natural language and executed by an LLM.  
+Besides the instructions, we just need the expected result event of the step, possible tool calls and optionally other events that can be emitted.  
+
+## Usage
+
+Let's take an example of a workflow that generates a joke, gets a critique for it, and then improves it.
+
+### Define the events
+
+First, we define the events for our workflow. We need one for writing the joke, one for critiquing it, and one for the final result:
+
+```typescript
+import { z } from "zod";
+import { zodEvent } from "@llamaindex/workflow";
+
+const writeJokeSchema = z.object({
+  description: z
+    .string()
+    .describe("The topic to write a joke or describe the joke to improve."),
+  writtenJoke: z.optional(z.string()).describe("The written joke."),
+  retriedTimes: z
+    .number()
+    .default(0)
+    .describe(
+      "The retried times for writing the joke. Always increase this from the input retriedTimes.",
+    ),
+});
+
+const critiqueSchema = z.object({
+  joke: z.string().describe("The joke to critique"),
+  retriedTimes: z.number().describe("The retried times for writing the joke."),
+});
+
+const finalResultSchema = z.object({
+  joke: z.string().describe("The joke to critique"),
+  critique: z.string().describe("The critique of the joke"),
+});
+
+const writeJokeEvent = zodEvent(writeJokeSchema, {
+  debugLabel: "writeJokeEvent",
+}); 
+const critiqueEvent = zodEvent(critiqueSchema, {
+  debugLabel: "critiqueEvent",
+}); 
+const finalResultEvent = zodEvent(finalResultSchema, {
+  debugLabel: "finalResultEvent",
+}); 
+```
+
+Note that your natural language workflows the events need to be created by the `zodEvent` function passing the zod schema as an argument. The agent needs the schema of the event data to correctly generate events.  
+Also, we need a `debugLabel` so the LLM can identify the event to emit in the workflow.
+
+### Define the workflow
+
+As usual you first create the workflow:
+
+```typescript
+import { agentHandler, createWorkflow } from "@llamaindex/workflow";
+
+const jokeFlow = createWorkflow();
+```
+
+Then you need to handle the events. For the handlers, instead of code, you're now going to use natural language by calling the `agentHandler` function.
+
+It only requires two parameters:
+- `instructions`: A prompt to guide the agent how to handle the steps.
+- `results`: The output events that the agent should return after handling the step.
+
+Then you will have a simple code to handle the step:
+
+```typescript
+jokeFlow.handle(
+  [writeJokeEvent],
+  agentHandler({
+    instructions: `You are a joke writer. You are given a topic and you need to write a joke about it.`,
+    results: [critiqueEvent],
+  }),
+);
+
+jokeFlow.handle(
+  [critiqueEvent],
+  agentHandler({
+    instructions: `
+You are given a joke and you need to critique it. Follow the following guidelines:
+1. You have maximum 3 times to improve the joke.
+2. If the joke is not good, increase the retriedTimes, describe how to improve the joke and send a writeJokeEvent.
+3. If the joke is good, trigger the finalResultEvent event.
+`,
+    results: [writeJokeEvent, finalResultEvent],
+  }),
+);
+```
+
+For advanced usage, you can add more functionality to `agentHandler` by using these parameters:
+- `events`: A list of additional events that the agent can emit to the workflow. E.g., your agent can emit a `uiEvent` to update the UI during the execution.
+- `tools`: A list of tools that the agent can use to handle the step. E.g., your agent can use a `search` tool to search the web.
+
+You can find more code examples in the [examples](https://github.com/run-llama/LlamaIndexTS/tree/main/examples/agents/natural) folder.

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

@@ -1,5 +1,24 @@
 # @llamaindex/cloudflare-worker-agent-test
 
+## 0.0.169
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.0.168
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.0.167
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.0.166
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.166",
+  "version": "0.0.169",
   "type": "module",
   "private": true,
   "scripts": {

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

@@ -1,5 +1,11 @@
 # @llamaindex/llama-parse-browser-test
 
+## 0.0.69
+
+### Patch Changes
+
+- @llamaindex/cloud@4.0.14
+
 ## 0.0.68
 
 ### Patch Changes

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

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llama-parse-browser-test",
   "private": true,
-  "version": "0.0.68",
+  "version": "0.0.69",
   "type": "module",
   "scripts": {
     "dev": "vite",

e2e/examples/nextjs-agent/CHANGELOG.md

@@ -1,5 +1,24 @@
 # @llamaindex/next-agent-test
 
+## 0.1.169
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.1.168
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.1.167
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.1.166
 
 ### Patch Changes

e2e/examples/nextjs-agent/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-agent-test",
-  "version": "0.1.166",
+  "version": "0.1.169",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,24 @@
 # test-edge-runtime
 
+## 0.1.168
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.1.167
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.1.166
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.1.165
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.165",
+  "version": "0.1.168",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,26 @@
 # @llamaindex/next-node-runtime
 
+## 0.1.36
+
+### Patch Changes
+
+- llamaindex@0.11.8
+- @llamaindex/huggingface@0.1.14
+- @llamaindex/readers@3.1.8
+
+## 0.1.35
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.1.34
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.1.33
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.33",
+  "version": "0.1.36",
   "private": true,
   "scripts": {
     "dev": "next dev",

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

@@ -1,5 +1,24 @@
 # vite-import-llamaindex
 
+## 0.0.35
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.0.33
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.0.32
 
 ### Patch Changes

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

@@ -1,7 +1,7 @@
 {
   "name": "vite-import-llamaindex",
   "private": true,
-  "version": "0.0.32",
+  "version": "0.0.35",
   "type": "module",
   "scripts": {
     "build": "vite build",

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

@@ -1,5 +1,24 @@
 # @llamaindex/waku-query-engine-test
 
+## 0.0.169
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.0.168
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.0.167
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.0.166
 
 ### Patch Changes

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

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.166",
+  "version": "0.0.169",
   "type": "module",
   "private": true,
   "scripts": {

examples/CHANGELOG.md

@@ -1,5 +1,74 @@
 # examples
 
+## 0.3.22
+
+### Patch Changes
+
+- Updated dependencies [8a51c16]
+- Updated dependencies [1b5af14]
+  - @llamaindex/workflow@1.1.9
+  - @llamaindex/core@0.6.10
+  - llamaindex@0.11.8
+  - @llamaindex/cloud@4.0.14
+  - @llamaindex/node-parser@2.0.10
+  - @llamaindex/anthropic@0.3.12
+  - @llamaindex/assemblyai@0.1.9
+  - @llamaindex/clip@0.0.60
+  - @llamaindex/cohere@0.0.24
+  - @llamaindex/deepinfra@0.0.60
+  - @llamaindex/discord@0.1.9
+  - @llamaindex/google@0.3.9
+  - @llamaindex/huggingface@0.1.14
+  - @llamaindex/jinaai@0.0.20
+  - @llamaindex/mistral@0.1.10
+  - @llamaindex/mixedbread@0.0.24
+  - @llamaindex/notion@0.1.9
+  - @llamaindex/ollama@0.1.10
+  - @llamaindex/openai@0.4.4
+  - @llamaindex/perplexity@0.0.17
+  - @llamaindex/portkey-ai@0.0.52
+  - @llamaindex/replicate@0.0.52
+  - @llamaindex/astra@0.0.24
+  - @llamaindex/azure@0.1.21
+  - @llamaindex/chroma@0.0.24
+  - @llamaindex/elastic-search@0.1.10
+  - @llamaindex/firestore@1.0.17
+  - @llamaindex/milvus@0.1.19
+  - @llamaindex/mongodb@0.0.25
+  - @llamaindex/pinecone@0.1.10
+  - @llamaindex/postgres@0.0.53
+  - @llamaindex/qdrant@0.1.20
+  - @llamaindex/supabase@0.1.9
+  - @llamaindex/upstash@0.0.24
+  - @llamaindex/weaviate@0.0.25
+  - @llamaindex/vercel@0.1.10
+  - @llamaindex/voyage-ai@1.0.16
+  - @llamaindex/readers@3.1.8
+  - @llamaindex/tools@0.0.16
+  - @llamaindex/deepseek@0.0.20
+  - @llamaindex/fireworks@0.0.20
+  - @llamaindex/groq@0.0.75
+  - @llamaindex/together@0.0.20
+  - @llamaindex/vllm@0.0.46
+  - @llamaindex/xai@0.0.7
+
+## 0.3.21
+
+### Patch Changes
+
+- Updated dependencies [dbd857f]
+- Updated dependencies [3c857f4]
+  - @llamaindex/workflow@1.1.8
+  - llamaindex@0.11.7
+  - @llamaindex/tools@0.0.15
+
+## 0.3.20
+
+### Patch Changes
+
+- Updated dependencies [e7484ef]
+  - @llamaindex/weaviate@0.0.24
+
 ## 0.3.19
 
 ### Patch Changes

examples/agents/natural/doc-workflow.ts

@@ -0,0 +1,130 @@
+import { ToolCallLLM } from "llamaindex";
+
+import {
+  agentHandler,
+  createWorkflow,
+  workflowEvent,
+  zodEvent,
+} from "@llamaindex/workflow";
+
+import { openai } from "@llamaindex/openai";
+import { z } from "zod";
+
+// ===== 1. Define events =====
+// An event to trigger the workflow
+const planEvent = workflowEvent<{ topic: string }>();
+
+// Generate artifact event
+const ArtifactRequirementSchema = z.object({
+  type: z.literal("markdown"),
+  title: z.string().describe("The title of the artifact."),
+  requirement: z
+    .string()
+    .describe("The requirement for the artifact generation."),
+});
+
+const generateArtifactEvent = zodEvent(ArtifactRequirementSchema, {
+  debugLabel: "generateArtifactEvent",
+});
+
+// Artifact output event
+const ArtifactSchema = z.object({
+  type: z.literal("artifact"),
+  data: z.object({
+    type: z.literal("document"),
+    data: z.object({
+      title: z.string().describe("The title of the data."),
+      content: z.string().describe("The content of the data."),
+      type: z.enum(["markdown", "html"]).describe("The type of the data."),
+    }),
+  }),
+});
+const outputArtifactEvent = zodEvent(ArtifactSchema, {
+  debugLabel: "outputArtifactEvent",
+});
+
+// Events for updating UI
+// assume that we have a UI that can render different states of the workflow
+// and update the UI based on the state and the requirement
+export const UIEventSchema = z.object({
+  type: z.literal("ui_event"),
+  data: z.object({
+    state: z
+      .enum(["plan", "generate", "completed"])
+      .describe("The current state of the workflow."),
+    requirement: z
+      .string()
+      .optional()
+      .describe(
+        "An optional requirement creating or updating a document, if applicable.",
+      ),
+  }),
+});
+const uiEvent = zodEvent(UIEventSchema, { debugLabel: "uiEvent" });
+
+// ===== 2. Define workflow with agents using natural language =====
+// We have a document artifact workflow that made up of 2 steps:
+// 1. Generate requirement for the document
+// 2. Generate document content based on the requirement
+export function createDocumentArtifactWorkflow(llm: ToolCallLLM) {
+  const workflow = createWorkflow();
+
+  // Generate requirement for the document
+  workflow.handle(
+    [planEvent],
+    agentHandler({
+      instructions: `
+Your task is to analyze the request and provide requirements for document generation or update.
+1. Send an uiEvent with the \`plan\` to show UI what you are going to do.
+2. Analyze the conversation history and the user's request carefully to determine the completed tasks and the next steps.
+3. Return the generateArtifactEvent with the requirement for the next step of the document generation or update.
+`,
+      results: [generateArtifactEvent],
+      events: [uiEvent],
+      llm,
+    }),
+  );
+
+  // Generate document content based on the requirement
+  workflow.handle(
+    [generateArtifactEvent],
+    agentHandler({
+      instructions: `
+You are a skilled technical writer who can assist users with documentation.
+Your task is to generate document content based on the requirement and update the UI state.
+
+Here are the steps to handle this task:
+1. First, send an uiEvent with the \`generate\` state and the requirement you received from the input.
+2. Next, start generating the content based on the requirement then send an uiEvent with the \`completed\` state to update the state.
+3. Finally, return the outputArtifactEvent with the document values.
+`,
+      results: [outputArtifactEvent],
+      events: [uiEvent],
+      llm,
+    }),
+  );
+
+  return workflow;
+}
+
+async function main() {
+  const llm = openai({ model: "gpt-4.1-mini" });
+  const workflow = createDocumentArtifactWorkflow(llm);
+  const { stream, sendEvent } = workflow.createContext();
+
+  // Ask the workflow to generate a document about `llama`
+  sendEvent(planEvent.with({ topic: "llama" }));
+
+  await stream.until(outputArtifactEvent).forEach((event) => {
+    if (planEvent.include(event)) {
+      console.log("Starting workflow: ", event.data);
+    }
+    if (uiEvent.include(event)) {
+      console.log("UI event: ", event.data);
+    } else if (outputArtifactEvent.include(event)) {
+      console.log("Output artifact event: ", event.data);
+    }
+  });
+}
+
+main();

examples/agents/natural/joke.ts

@@ -0,0 +1,93 @@
+import { Settings } from "@llamaindex/core/global";
+import { openai } from "@llamaindex/openai";
+import { agentHandler, createWorkflow, zodEvent } from "@llamaindex/workflow";
+import { z } from "zod";
+
+// Create LLM instance
+const llm = openai({ model: "gpt-4.1-mini" });
+Settings.llm = llm;
+
+// Define our workflow events
+const writeJokeSchema = z.object({
+  description: z
+    .string()
+    .describe("The topic to write a joke or describe the joke to improve."),
+  writtenJoke: z.optional(z.string()).describe("The written joke."),
+  retriedTimes: z
+    .number()
+    .default(0)
+    .describe(
+      "The retried times for writing the joke. Always increase this from the input retriedTimes.",
+    ),
+});
+
+const critiqueSchema = z.object({
+  joke: z.string().describe("The joke to critique"),
+  retriedTimes: z.number().describe("The retried times for writing the joke."),
+});
+
+const finalResultSchema = z.object({
+  joke: z.string().describe("The joke to critique"),
+  critique: z.string().describe("The critique of the joke"),
+});
+
+const writeJokeEvent = zodEvent(writeJokeSchema, {
+  debugLabel: "writeJokeEvent",
+}); // Input topic for writing a joke
+const critiqueEvent = zodEvent(critiqueSchema, {
+  debugLabel: "critiqueEvent",
+}); // Ask for critique of the joke
+const finalResultEvent = zodEvent(finalResultSchema, {
+  debugLabel: "finalResultEvent",
+}); // Final result
+
+// Create our workflow
+const jokeFlow = createWorkflow();
+
+// Define handlers for each step
+// This step always write a joke based on the description
+jokeFlow.handle(
+  [writeJokeEvent],
+  agentHandler({
+    instructions: `You are a joke writer. You are given a topic and you need to write a joke about it.`,
+    results: [critiqueEvent],
+  }),
+);
+
+// This step critiques the joke and asks the writer to improve the joke or send a final result event for stopping.
+jokeFlow.handle(
+  [critiqueEvent],
+  agentHandler({
+    instructions: `
+You are given a joke and you need to critique it. Follow the following guidelines:
+1. You have maximum 3 times to improve the joke.
+2. If the joke is not good, increase the retriedTimes, describe how to improve the joke and send a writeJokeEvent.
+3. If the joke is good, trigger the finalResultEvent event.
+`,
+    results: [writeJokeEvent, finalResultEvent],
+  }),
+);
+
+// Usage
+async function main() {
+  const { stream, sendEvent } = jokeFlow.createContext();
+  sendEvent(writeJokeEvent.with({ description: "write a joke about llama" }));
+
+  await stream.until(finalResultEvent).forEach((event) => {
+    if (writeJokeEvent.include(event)) {
+      console.log(
+        "Triggering write joke: ",
+        JSON.stringify(event.data, null, 2),
+      );
+    } else if (critiqueEvent.include(event)) {
+      console.log("Written joke:  ", JSON.stringify(event.data, null, 2));
+    } else if (finalResultEvent.include(event)) {
+      console.log("Output: ", JSON.stringify(event.data, null, 2));
+    } else {
+      console.log("Unknown event: ", JSON.stringify(event.data, null, 2));
+    }
+  });
+  console.log("Done");
+}
+
+main().catch(console.error);

examples/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/examples",
-  "version": "0.3.19",
+  "version": "0.3.22",
   "private": true,
   "scripts": {
     "lint": "eslint .",
@@ -11,51 +11,51 @@
     "@azure/cosmos": "^4.1.1",
     "@azure/identity": "^4.4.1",
     "@azure/search-documents": "^12.1.0",
-    "@llamaindex/anthropic": "^0.3.11",
-    "@llamaindex/assemblyai": "^0.1.8",
-    "@llamaindex/astra": "^0.0.23",
-    "@llamaindex/azure": "^0.1.20",
-    "@llamaindex/chroma": "^0.0.23",
-    "@llamaindex/clip": "^0.0.59",
-    "@llamaindex/cloud": "^4.0.13",
-    "@llamaindex/cohere": "^0.0.23",
-    "@llamaindex/core": "^0.6.9",
-    "@llamaindex/deepinfra": "^0.0.59",
-    "@llamaindex/deepseek": "^0.0.19",
-    "@llamaindex/discord": "^0.1.8",
-    "@llamaindex/elastic-search": "^0.1.9",
+    "@llamaindex/anthropic": "^0.3.12",
+    "@llamaindex/assemblyai": "^0.1.9",
+    "@llamaindex/astra": "^0.0.24",
+    "@llamaindex/azure": "^0.1.21",
+    "@llamaindex/chroma": "^0.0.24",
+    "@llamaindex/clip": "^0.0.60",
+    "@llamaindex/cloud": "^4.0.14",
+    "@llamaindex/cohere": "^0.0.24",
+    "@llamaindex/core": "^0.6.10",
+    "@llamaindex/deepinfra": "^0.0.60",
+    "@llamaindex/deepseek": "^0.0.20",
+    "@llamaindex/discord": "^0.1.9",
+    "@llamaindex/elastic-search": "^0.1.10",
     "@llamaindex/env": "^0.1.30",
-    "@llamaindex/firestore": "^1.0.16",
-    "@llamaindex/fireworks": "^0.0.19",
-    "@llamaindex/google": "^0.3.6",
-    "@llamaindex/groq": "^0.0.74",
-    "@llamaindex/huggingface": "^0.1.13",
-    "@llamaindex/jinaai": "^0.0.19",
-    "@llamaindex/milvus": "^0.1.18",
-    "@llamaindex/mistral": "^0.1.9",
-    "@llamaindex/mixedbread": "^0.0.23",
-    "@llamaindex/mongodb": "^0.0.24",
-    "@llamaindex/node-parser": "^2.0.9",
-    "@llamaindex/notion": "^0.1.8",
-    "@llamaindex/ollama": "^0.1.9",
-    "@llamaindex/openai": "^0.4.3",
-    "@llamaindex/perplexity": "^0.0.16",
-    "@llamaindex/pinecone": "^0.1.9",
-    "@llamaindex/portkey-ai": "^0.0.51",
-    "@llamaindex/postgres": "^0.0.52",
-    "@llamaindex/qdrant": "^0.1.19",
-    "@llamaindex/readers": "^3.1.7",
-    "@llamaindex/replicate": "^0.0.51",
-    "@llamaindex/supabase": "^0.1.8",
-    "@llamaindex/together": "^0.0.19",
-    "@llamaindex/tools": "^0.0.14",
-    "@llamaindex/upstash": "^0.0.23",
-    "@llamaindex/vercel": "^0.1.9",
-    "@llamaindex/vllm": "^0.0.45",
-    "@llamaindex/voyage-ai": "^1.0.15",
-    "@llamaindex/weaviate": "^0.0.23",
-    "@llamaindex/workflow": "^1.1.6",
-    "@llamaindex/xai": "workspace:^0.0.6",
+    "@llamaindex/firestore": "^1.0.17",
+    "@llamaindex/fireworks": "^0.0.20",
+    "@llamaindex/google": "^0.3.9",
+    "@llamaindex/groq": "^0.0.75",
+    "@llamaindex/huggingface": "^0.1.14",
+    "@llamaindex/jinaai": "^0.0.20",
+    "@llamaindex/milvus": "^0.1.19",
+    "@llamaindex/mistral": "^0.1.10",
+    "@llamaindex/mixedbread": "^0.0.24",
+    "@llamaindex/mongodb": "^0.0.25",
+    "@llamaindex/node-parser": "^2.0.10",
+    "@llamaindex/notion": "^0.1.9",
+    "@llamaindex/ollama": "^0.1.10",
+    "@llamaindex/openai": "^0.4.4",
+    "@llamaindex/perplexity": "^0.0.17",
+    "@llamaindex/pinecone": "^0.1.10",
+    "@llamaindex/portkey-ai": "^0.0.52",
+    "@llamaindex/postgres": "^0.0.53",
+    "@llamaindex/qdrant": "^0.1.20",
+    "@llamaindex/readers": "^3.1.8",
+    "@llamaindex/replicate": "^0.0.52",
+    "@llamaindex/supabase": "^0.1.9",
+    "@llamaindex/together": "^0.0.20",
+    "@llamaindex/tools": "^0.0.16",
+    "@llamaindex/upstash": "^0.0.24",
+    "@llamaindex/vercel": "^0.1.10",
+    "@llamaindex/vllm": "^0.0.46",
+    "@llamaindex/voyage-ai": "^1.0.16",
+    "@llamaindex/weaviate": "^0.0.25",
+    "@llamaindex/workflow": "^1.1.9",
+    "@llamaindex/xai": "workspace:^0.0.7",
     "@notionhq/client": "^2.2.15",
     "@pinecone-database/pinecone": "^4.0.0",
     "@vercel/postgres": "^0.10.0",
@@ -64,7 +64,7 @@
     "commander": "^12.1.0",
     "dotenv": "^16.4.5",
     "js-tiktoken": "^1.0.14",
-    "llamaindex": "^0.11.5",
+    "llamaindex": "^0.11.8",
     "mongodb": "6.7.0",
     "postgres": "^3.4.4",
     "wikipedia": "^2.1.2",

packages/autotool/CHANGELOG.md

@@ -1,5 +1,24 @@
 # @llamaindex/autotool
 
+## 8.0.8
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 8.0.7
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 8.0.6
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 8.0.5
 
 ### Patch Changes

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

@@ -1,5 +1,27 @@
 # @llamaindex/autotool-01-node-example
 
+## 0.0.116
+
+### Patch Changes
+
+- llamaindex@0.11.8
+- @llamaindex/autotool@8.0.8
+
+## 0.0.115
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+  - @llamaindex/autotool@8.0.7
+
+## 0.0.114
+
+### Patch Changes
+
+- llamaindex@0.11.6
+- @llamaindex/autotool@8.0.6
+
 ## 0.0.113
 
 ### 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": "0.0.113"
+  "version": "0.0.116"
 }

packages/autotool/package.json

@@ -6,7 +6,7 @@
     "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
     "directory": "packages/autotool"
   },
-  "version": "8.0.5",
+  "version": "8.0.8",
   "description": "auto transpile your JS function to LLM Agent compatible",
   "files": [
     "dist",

packages/cloud/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/cloud
 
+## 4.0.14
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 4.0.13
 
 ### Patch Changes

packages/cloud/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/cloud",
-  "version": "4.0.13",
+  "version": "4.0.14",
   "type": "module",
   "license": "MIT",
   "scripts": {

packages/core/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/core
 
+## 0.6.10
+
+### Patch Changes
+
+- 1b5af14: fix: jsonToNode for image nodes
+
 ## 0.6.9
 
 ### Patch Changes

packages/core/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/core",
   "type": "module",
-  "version": "0.6.9",
+  "version": "0.6.10",
   "description": "LlamaIndex Core Module",
   "exports": {
     "./agent": {

packages/core/src/schema/node.ts

@@ -347,6 +347,8 @@ export function jsonToNode(json: any, type?: ObjectType) {
       return new Document(json);
     case ObjectType.IMAGE_DOCUMENT:
       return new ImageDocument(json);
+    case ObjectType.IMAGE:
+      return new ImageNode(json);
     default:
       throw new Error(`Invalid node type: ${nodeType}`);
   }

packages/experimental/CHANGELOG.md

@@ -1,5 +1,24 @@
 # @llamaindex/experimental
 
+## 0.0.185
+
+### Patch Changes
+
+- llamaindex@0.11.8
+
+## 0.0.184
+
+### Patch Changes
+
+- Updated dependencies [3c857f4]
+  - llamaindex@0.11.7
+
+## 0.0.183
+
+### Patch Changes
+
+- llamaindex@0.11.6
+
 ## 0.0.182
 
 ### Patch Changes

packages/experimental/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/experimental",
   "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.182",
+  "version": "0.0.185",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/llamaindex/CHANGELOG.md

@@ -1,5 +1,31 @@
 # llamaindex
 
+## 0.11.8
+
+### Patch Changes
+
+- Updated dependencies [8a51c16]
+- Updated dependencies [1b5af14]
+  - @llamaindex/workflow@1.1.9
+  - @llamaindex/core@0.6.10
+  - @llamaindex/cloud@4.0.14
+  - @llamaindex/node-parser@2.0.10
+
+## 0.11.7
+
+### Patch Changes
+
+- 3c857f4: chore: move ajv to dev deps
+- Updated dependencies [dbd857f]
+  - @llamaindex/workflow@1.1.8
+
+## 0.11.6
+
+### Patch Changes
+
+- Updated dependencies [40161fe]
+  - @llamaindex/workflow@1.1.7
+
 ## 0.11.5
 
 ### Patch Changes

packages/llamaindex/package.json

@@ -1,6 +1,6 @@
 {
   "name": "llamaindex",
-  "version": "0.11.5",
+  "version": "0.11.8",
   "license": "MIT",
   "type": "module",
   "keywords": [
@@ -24,14 +24,14 @@
     "@llamaindex/core": "workspace:*",
     "@llamaindex/env": "workspace:*",
     "@llamaindex/node-parser": "workspace:*",
-    "@llamaindex/workflow": "1.1.6",
+    "@llamaindex/workflow": "workspace:*",
     "@types/lodash": "^4.17.7",
     "@types/node": "^22.9.0",
-    "ajv": "^8.17.1",
     "lodash": "^4.17.21",
     "magic-bytes.js": "^1.10.0"
   },
   "devDependencies": {
+    "ajv": "^8.17.1",
     "@types/node": "^22.9.0"
   },
   "engines": {

packages/llamaindex/tests/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/core-test
 
+## 0.1.5
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.4
+
 ## 0.1.4
 
 ### Patch Changes

packages/llamaindex/tests/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/llamaindex-test",
   "private": true,
-  "version": "0.1.4",
+  "version": "0.1.5",
   "type": "module",
   "scripts": {
     "test": "vitest run"

packages/node-parser/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/node-parser
 
+## 2.0.10
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 2.0.9
 
 ### Patch Changes

packages/node-parser/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@llamaindex/node-parser",
-  "version": "2.0.9",
+  "version": "2.0.10",
   "description": "Node parser for LlamaIndex",
   "type": "module",
   "exports": {

packages/providers/anthropic/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/anthropic
 
+## 0.3.12
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.3.11
 
 ### Patch Changes

packages/providers/anthropic/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/anthropic",
   "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.3.11",
+  "version": "0.3.12",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/assemblyai/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/assemblyai
 
+## 0.1.9
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.8
 
 ### Patch Changes

packages/providers/assemblyai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/assemblyai",
   "description": "AssemblyAI Reader for LlamaIndex",
-  "version": "0.1.8",
+  "version": "0.1.9",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/aws/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/community
 
+## 0.0.105
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.104
 
 ### Patch Changes

packages/providers/aws/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/aws",
   "description": "AWS package for LlamaIndexTS",
-  "version": "0.0.104",
+  "version": "0.0.105",
   "type": "module",
   "types": "dist/type/index.d.ts",
   "main": "dist/cjs/index.js",

packages/providers/clip/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/clip
 
+## 0.0.60
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.0.59
 
 ### Patch Changes

packages/providers/clip/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/clip",
   "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.59",
+  "version": "0.0.60",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/cohere/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/cohere
 
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.23
 
 ### Patch Changes

packages/providers/cohere/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/cohere",
   "description": "Cohere Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepinfra/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/deepinfra
 
+## 0.0.60
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.0.59
 
 ### Patch Changes

packages/providers/deepinfra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepinfra",
   "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.59",
+  "version": "0.0.60",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/deepseek/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/deepseek
 
+## 0.0.20
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.4
+
 ## 0.0.19
 
 ### Patch Changes

packages/providers/deepseek/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/deepseek",
   "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.19",
+  "version": "0.0.20",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/discord/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/discord
 
+## 0.1.9
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.8
 
 ### Patch Changes

packages/providers/discord/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/discord",
   "description": "Discord Reader for LlamaIndex",
-  "version": "0.1.8",
+  "version": "0.1.9",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/fireworks/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/fireworks
 
+## 0.0.20
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.4
+
 ## 0.0.19
 
 ### Patch Changes

packages/providers/fireworks/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/fireworks",
   "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.19",
+  "version": "0.0.20",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/google/CHANGELOG.md

@@ -1,5 +1,24 @@
 # @llamaindex/google
 
+## 0.3.9
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
+## 0.3.8
+
+### Patch Changes
+
+- 56763dc: Update to the latest Gemini 2.5 Pro Preview key
+
+## 0.3.7
+
+### Patch Changes
+
+- 2bc6914: fix: ignore empty parts for gemini which confuses agent
+
 ## 0.3.6
 
 ### Patch Changes

packages/providers/google/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/google",
   "description": "Google Adapter for LlamaIndex",
-  "version": "0.3.6",
+  "version": "0.3.9",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/google/src/studio/index.ts

@@ -25,6 +25,7 @@ import { streamConverter } from "@llamaindex/core/utils";
 
 import { wrapLLMEvent } from "@llamaindex/core/decorator";
 import type { JSONObject } from "@llamaindex/core/global";
+import { randomUUID } from "@llamaindex/env";
 import { DEFAULT_GEMINI_PARAMS, SUPPORT_TOOL_CALL_MODELS } from "../base";
 import type { GEMINI_MODEL } from "../types";
 import {
@@ -117,7 +118,7 @@ export class GoogleStudio extends ToolCallLLM<GoogleAdditionalChatOptions> {
   getToolCallsFromResponse(response: GenerateContentResponse): ToolCall[] {
     if (!response.functionCalls) return [];
     return response.functionCalls.map((call) => ({
-      id: call.id ?? "",
+      id: call.id ?? randomUUID(),
       name: call.name ?? "",
       input: call.args as JSONObject,
     }));
@@ -170,6 +171,35 @@ export class GoogleStudio extends ToolCallLLM<GoogleAdditionalChatOptions> {
     };
   }
 
+  async *reduceStream(
+    stream: AsyncGenerator<GenerateContentResponse>,
+  ): AsyncIterable<ChatResponseChunk> {
+    for await (const response of stream) {
+      if (response.functionCalls?.length) {
+        const toolCalls = this.getToolCallsFromResponse(response) as ToolCall[];
+        yield {
+          delta: "",
+          raw: response,
+          options: { toolCall: toolCalls },
+        } as ChatResponseChunk;
+      }
+
+      const text = response.candidates
+        ?.flatMap((candidate) => candidate.content?.parts)
+        .map((part) => part?.text ?? "")
+        .filter((text) => text)
+        .join("");
+      if (!text) continue;
+      yield {
+        delta: text,
+        raw: response,
+        options: {
+          inlineData: getGoogleStudioInlineData(response),
+        },
+      } as ChatResponseChunk;
+    }
+  }
+
   protected async *streamChat(
     params: GoogleChatParamsStreaming,
   ): GoogleChatStreamResponse {
@@ -190,25 +220,7 @@ export class GoogleStudio extends ToolCallLLM<GoogleAdditionalChatOptions> {
       contents: mapChatMessagesToGoogleMessages(params.messages),
       config,
     });
-    yield* streamConverter(response, (response) => {
-      if (response.functionCalls?.length) {
-        return {
-          delta: "",
-          raw: response,
-          options: {
-            toolCall: this.getToolCallsFromResponse(response),
-          },
-        };
-      }
-
-      return {
-        delta: response.text ?? "",
-        raw: response,
-        options: {
-          inlineData: getGoogleStudioInlineData(response),
-        },
-      };
-    });
+    yield* this.reduceStream(response);
   }
 
   chat(params: GoogleChatParamsStreaming): Promise<GoogleChatStreamResponse>;

packages/providers/google/src/types.ts

@@ -75,7 +75,7 @@ export enum GEMINI_MODEL {
   GEMINI_2_0_PRO_EXPERIMENTAL = "gemini-2.0-pro-exp-02-05",
   GEMINI_2_0_FLASH_LIVE = "gemini-2.0-flash-live-001",
   GEMINI_2_5_PRO_PREVIEW = "gemini-2.5-pro-preview-03-25",
-  GEMINI_2_5_PRO_PREVIEW_LATEST = "gemini-2.5-pro-preview-05-06",
+  GEMINI_2_5_PRO_PREVIEW_LATEST = "gemini-2.5-pro-preview-06-05",
   GEMINI_2_5_FLASH_PREVIEW = "gemini-2.5-flash-preview-05-20",
 }
 

packages/providers/groq/CHANGELOG.md

@@ -1,5 +1,11 @@
 # @llamaindex/groq
 
+## 0.0.75
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.4
+
 ## 0.0.74
 
 ### Patch Changes

packages/providers/groq/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/groq",
   "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.74",
+  "version": "0.0.75",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/huggingface/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/huggingface
 
+## 0.1.14
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.1.13
 
 ### Patch Changes

packages/providers/huggingface/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/huggingface",
   "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.1.13",
+  "version": "0.1.14",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/jinaai/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/jinaai
 
+## 0.0.20
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.0.19
 
 ### Patch Changes

packages/providers/jinaai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/jinaai",
   "description": "JinaAI Adapter for LlamaIndex",
-  "version": "0.0.19",
+  "version": "0.0.20",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/mistral/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/mistral
 
+## 0.1.10
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.9
 
 ### Patch Changes

packages/providers/mistral/package.json

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

packages/providers/mixedbread/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/mixedbread
 
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.23
 
 ### Patch Changes

packages/providers/mixedbread/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mixedbread",
   "description": "Mixedbread Adapter for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/notion/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/notion
 
+## 0.1.9
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.8
 
 ### Patch Changes

packages/providers/notion/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/notion",
   "description": "Notion Reader for LlamaIndex",
-  "version": "0.1.8",
+  "version": "0.1.9",
   "type": "module",
   "types": "dist/index.d.ts",
   "main": "dist/index.cjs",

packages/providers/ollama/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/ollama
 
+## 0.1.10
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.9
 
 ### Patch Changes

packages/providers/ollama/package.json

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

packages/providers/openai/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/openai
 
+## 0.4.4
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.4.3
 
 ### Patch Changes

packages/providers/openai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/openai",
   "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.4.3",
+  "version": "0.4.4",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/perplexity/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/perplexity
 
+## 0.0.17
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.0.16
 
 ### Patch Changes

packages/providers/perplexity/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/perplexity",
   "description": "Perplexity Adapter for LlamaIndex",
-  "version": "0.0.16",
+  "version": "0.0.17",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/portkey-ai/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/portkey-ai
 
+## 0.0.52
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.51
 
 ### Patch Changes

packages/providers/portkey-ai/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/portkey-ai",
   "description": "Portkey Adapter for LlamaIndex",
-  "version": "0.0.51",
+  "version": "0.0.52",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/replicate/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/replicate
 
+## 0.0.52
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.51
 
 ### Patch Changes

packages/providers/replicate/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/replicate",
   "description": "Replicate Adapter for LlamaIndex",
-  "version": "0.0.51",
+  "version": "0.0.52",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/astra/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/astra
 
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.23
 
 ### Patch Changes

packages/providers/storage/astra/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/astra",
   "description": "Astra Storage for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/azure/CHANGELOG.md

@@ -1,5 +1,13 @@
 # @llamaindex/azure
 
+## 0.1.21
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+  - @llamaindex/openai@0.4.4
+
 ## 0.1.20
 
 ### Patch Changes

packages/providers/storage/azure/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/azure",
   "description": "Azure Storage for LlamaIndex",
-  "version": "0.1.20",
+  "version": "0.1.21",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/chroma/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/chroma
 
+## 0.0.24
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.23
 
 ### Patch Changes

packages/providers/storage/chroma/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/chroma",
   "description": "Chroma Storage for LlamaIndex",
-  "version": "0.0.23",
+  "version": "0.0.24",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

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

@@ -1,5 +1,12 @@
 # @llamaindex/elastic-search
 
+## 0.1.10
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.9
 
 ### Patch Changes

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

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

packages/providers/storage/firestore/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/firestore
 
+## 1.0.17
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 1.0.16
 
 ### Patch Changes

packages/providers/storage/firestore/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/firestore",
   "description": "Firestore Storage for LlamaIndex",
-  "version": "1.0.16",
+  "version": "1.0.17",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/milvus/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/milvus
 
+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.1.18
 
 ### Patch Changes

packages/providers/storage/milvus/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/milvus",
   "description": "Milvus Storage for LlamaIndex",
-  "version": "0.1.18",
+  "version": "0.1.19",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",

packages/providers/storage/mongodb/CHANGELOG.md

@@ -1,5 +1,12 @@
 # @llamaindex/mongodb
 
+## 0.0.25
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
 ## 0.0.24
 
 ### Patch Changes

packages/providers/storage/mongodb/package.json

@@ -1,7 +1,7 @@
 {
   "name": "@llamaindex/mongodb",
   "description": "MongoDB Storage for LlamaIndex",
-  "version": "0.0.24",
+  "version": "0.0.25",
   "type": "module",
   "main": "./dist/index.cjs",
   "module": "./dist/index.js",