Release 0.11.27 (#2169 )

Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>
fix: bedrock complete using actual modelId (#2172 )
2026-07-01 22:14:03 -04:00 · 2025-08-19 12:11:06 +08:00 · 2025-08-19 11:04:32 +08:00 · 2025-08-13 12:39:37 +08:00 · 2025-08-13 12:26:22 +08:00 · 2025-08-08 14:56:35 +08:00
137 changed files with 940 additions and 168 deletions
@@ -1,5 +1,25 @@
 # @llamaindex/doc

+## 0.2.52
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/cloud@4.1.2
+  - llamaindex@0.11.27
+  - @llamaindex/node-parser@2.0.20
+  - @llamaindex/openai@0.4.17
+  - @llamaindex/readers@3.1.19
+  - @llamaindex/workflow@1.1.21
+
+## 0.2.51
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.2.50

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/doc",
-  "version": "0.2.50",
+  "version": "0.2.52",
  "private": true,
  "scripts": {
    "postinstall": "fumadocs-mdx",
@@ -15,7 +15,7 @@
  "dependencies": {
    "@huggingface/transformers": "^3.5.0",
    "@icons-pack/react-simple-icons": "^10.1.0",
-    "@llamaindex/chat-ui-docs": "^0.0.5",
+    "@llamaindex/chat-ui-docs": "^0.1.0",
    "@llamaindex/cloud": "workspace:*",
    "@llamaindex/core": "workspace:*",
    "@llamaindex/node-parser": "workspace:*",
@@ -93,4 +93,4 @@ async function main() {
 main().catch(console.error);
 ```

-You can see the [full example file](https://github.com/run-llama/LlamaIndexTS/blob/main/examples/vectorIndexLocal.ts).
+You can see the [full example file](https://github.com/run-llama/LlamaIndexTS/blob/main/examples/index/vectorIndexLocal.ts).
@@ -46,3 +46,31 @@ You should expect output something like:
  ]
 }
 ```
+
+## Using the `exec` method
+
+Many LLMs do not natively support structured output, and often rely exclusively on prompt or context engineering.
+
+In this sense, we proved you with an alternative for structured data extraction, using the `exec` method with `responseFormat`.
+
+For example, you can, in a new folder, install our Anthropic integration and `zod` v3:
+
+```package-install
+npm init
+npm i -D typescript @types/node
+npm i @llamaindex/anthropic zod@3.25.76
+```
+
+And then try extracting data with this code:
+
+<include cwd>../../examples/agents/tools/response-format-exec.ts</include>
+
+The output should look like this:
+
+```json
+{
+  "title": "La Divina Commedia",
+  "author": "Dante Alighieri",
+  "year": 1321
+}
+```
@@ -1,5 +1,11 @@
 # @llamaindex/cloudflare-worker-agent-test

+## 0.0.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.0.187

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.187",
+  "version": "0.0.188",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,11 @@
 # @llamaindex/llama-parse-browser-test

+## 0.0.86
+
+### Patch Changes
+
+- @llamaindex/cloud@4.1.2
+
 ## 0.0.85

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llama-parse-browser-test",
  "private": true,
-  "version": "0.0.85",
+  "version": "0.0.86",
  "type": "module",
  "scripts": {
    "dev": "vite",
@@ -1,5 +1,11 @@
 # @llamaindex/next-agent-test

+## 0.1.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.1.187

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-agent-test",
-  "version": "0.1.187",
+  "version": "0.1.188",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,11 @@
 # test-edge-runtime

+## 0.1.187
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.1.186

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.186",
+  "version": "0.1.187",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,19 @@
 # @llamaindex/next-node-runtime

+## 0.1.59
+
+### Patch Changes
+
+- llamaindex@0.11.27
+- @llamaindex/huggingface@0.1.27
+- @llamaindex/readers@3.1.19
+
+## 0.1.58
+
+### Patch Changes
+
+- @llamaindex/huggingface@0.1.26
+
 ## 0.1.57

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.57",
+  "version": "0.1.59",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,11 @@
 # vite-import-llamaindex

+## 0.0.54
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.0.53

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "vite-import-llamaindex",
  "private": true,
-  "version": "0.0.53",
+  "version": "0.0.54",
  "type": "module",
  "scripts": {
    "build": "vite build",
@@ -1,5 +1,11 @@
 # @llamaindex/waku-query-engine-test

+## 0.0.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.0.187

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.187",
+  "version": "0.0.188",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,76 @@
 # examples

+## 0.3.39
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/cloud@4.1.2
+  - llamaindex@0.11.27
+  - @llamaindex/node-parser@2.0.20
+  - @llamaindex/anthropic@0.3.23
+  - @llamaindex/assemblyai@0.1.19
+  - @llamaindex/clip@0.0.73
+  - @llamaindex/cohere@0.0.34
+  - @llamaindex/deepinfra@0.0.73
+  - @llamaindex/discord@0.1.19
+  - @llamaindex/google@0.3.20
+  - @llamaindex/huggingface@0.1.27
+  - @llamaindex/jinaai@0.0.33
+  - @llamaindex/mistral@0.1.20
+  - @llamaindex/mixedbread@0.0.34
+  - @llamaindex/notion@0.1.19
+  - @llamaindex/ollama@0.1.21
+  - @llamaindex/openai@0.4.17
+  - @llamaindex/perplexity@0.0.30
+  - @llamaindex/portkey-ai@0.0.62
+  - @llamaindex/replicate@0.0.62
+  - @llamaindex/bm25-retriever@0.0.9
+  - @llamaindex/astra@0.0.34
+  - @llamaindex/azure@0.1.34
+  - @llamaindex/chroma@0.0.34
+  - @llamaindex/elastic-search@0.1.20
+  - @llamaindex/firestore@1.0.27
+  - @llamaindex/milvus@0.1.29
+  - @llamaindex/mongodb@0.0.35
+  - @llamaindex/pinecone@0.1.20
+  - @llamaindex/postgres@0.0.63
+  - @llamaindex/qdrant@0.1.30
+  - @llamaindex/supabase@0.1.21
+  - @llamaindex/upstash@0.0.34
+  - @llamaindex/weaviate@0.0.35
+  - @llamaindex/vercel@0.1.20
+  - @llamaindex/voyage-ai@1.0.26
+  - @llamaindex/readers@3.1.19
+  - @llamaindex/tools@0.1.10
+  - @llamaindex/workflow@1.1.21
+  - @llamaindex/deepseek@0.0.35
+  - @llamaindex/fireworks@0.0.33
+  - @llamaindex/groq@0.0.89
+  - @llamaindex/together@0.0.33
+  - @llamaindex/vllm@0.0.59
+  - @llamaindex/xai@0.0.20
+
+## 0.3.38
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+  - @llamaindex/clip@0.0.72
+  - @llamaindex/deepinfra@0.0.72
+  - @llamaindex/deepseek@0.0.34
+  - @llamaindex/fireworks@0.0.32
+  - @llamaindex/groq@0.0.88
+  - @llamaindex/huggingface@0.1.26
+  - @llamaindex/jinaai@0.0.32
+  - @llamaindex/perplexity@0.0.29
+  - @llamaindex/azure@0.1.33
+  - @llamaindex/together@0.0.32
+  - @llamaindex/vllm@0.0.58
+  - @llamaindex/xai@0.0.19
+
 ## 0.3.37

 ### Patch Changes
@@ -0,0 +1,39 @@
+import { Anthropic } from "@llamaindex/anthropic";
+import { ChatMessage, ToolCall } from "llamaindex";
+import { z } from "zod";
+
+const llm = new Anthropic({ model: "claude-4-0-sonnet" });
+
+const responseSchema = z.object({
+  title: z.string().describe("The title of the book"),
+  author: z.string().describe("The author of the book"),
+  year: z.number().describe("The publication year"),
+});
+
+async function main() {
+  const messages: ChatMessage[] = [];
+  let toolCalls: ToolCall[] = [];
+  do {
+    const result = await llm.exec({
+      messages: [
+        {
+          role: "system",
+          content: `You are a book expert. Your task is, given a user message, extract the title, author and publication year of the book and output them in JSON format.`,
+        },
+        {
+          role: "user",
+          content: `I have been reading La Divina Commedia by Dante Alighieri, published in 1321, which tells the story of a guy who goes through Hell, Purgatory and Heaven just to meet his beloved ex-girlfriend.`,
+        },
+      ],
+      responseFormat: responseSchema,
+    });
+    console.log(result.newMessages[0].content);
+    messages.push(...result.newMessages);
+    toolCalls = result.toolCalls;
+  } while (toolCalls.length == 0);
+
+  console.log(messages[1].content);
+  console.log(toolCalls);
+}
+
+main().catch(console.error);
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/examples",
-  "version": "0.3.37",
+  "version": "0.3.39",
  "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": "^0.3.22",
-    "@llamaindex/assemblyai": "^0.1.18",
-    "@llamaindex/astra": "^0.0.33",
-    "@llamaindex/azure": "^0.1.32",
-    "@llamaindex/bm25-retriever": "^0.0.8",
-    "@llamaindex/chroma": "^0.0.33",
-    "@llamaindex/clip": "^0.0.71",
-    "@llamaindex/cloud": "^4.1.1",
-    "@llamaindex/cohere": "^0.0.33",
-    "@llamaindex/core": "^0.6.19",
-    "@llamaindex/deepinfra": "^0.0.71",
-    "@llamaindex/deepseek": "^0.0.33",
-    "@llamaindex/discord": "^0.1.18",
-    "@llamaindex/elastic-search": "^0.1.19",
+    "@llamaindex/anthropic": "^0.3.23",
+    "@llamaindex/assemblyai": "^0.1.19",
+    "@llamaindex/astra": "^0.0.34",
+    "@llamaindex/azure": "^0.1.34",
+    "@llamaindex/bm25-retriever": "^0.0.9",
+    "@llamaindex/chroma": "^0.0.34",
+    "@llamaindex/clip": "^0.0.73",
+    "@llamaindex/cloud": "^4.1.2",
+    "@llamaindex/cohere": "^0.0.34",
+    "@llamaindex/core": "^0.6.20",
+    "@llamaindex/deepinfra": "^0.0.73",
+    "@llamaindex/deepseek": "^0.0.35",
+    "@llamaindex/discord": "^0.1.19",
+    "@llamaindex/elastic-search": "^0.1.20",
    "@llamaindex/env": "^0.1.30",
-    "@llamaindex/firestore": "^1.0.26",
-    "@llamaindex/fireworks": "^0.0.31",
-    "@llamaindex/google": "^0.3.18",
-    "@llamaindex/groq": "^0.0.87",
-    "@llamaindex/huggingface": "^0.1.25",
-    "@llamaindex/jinaai": "^0.0.31",
-    "@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": "^0.1.20",
-    "@llamaindex/openai": "^0.4.15",
-    "@llamaindex/perplexity": "^0.0.28",
-    "@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": "^0.0.31",
-    "@llamaindex/tools": "^0.1.9",
-    "@llamaindex/upstash": "^0.0.33",
-    "@llamaindex/vercel": "^0.1.19",
-    "@llamaindex/vllm": "^0.0.57",
-    "@llamaindex/voyage-ai": "^1.0.25",
-    "@llamaindex/weaviate": "^0.0.34",
-    "@llamaindex/workflow": "^1.1.20",
-    "@llamaindex/xai": "^0.0.18",
+    "@llamaindex/firestore": "^1.0.27",
+    "@llamaindex/fireworks": "^0.0.33",
+    "@llamaindex/google": "^0.3.20",
+    "@llamaindex/groq": "^0.0.89",
+    "@llamaindex/huggingface": "^0.1.27",
+    "@llamaindex/jinaai": "^0.0.33",
+    "@llamaindex/milvus": "^0.1.29",
+    "@llamaindex/mistral": "^0.1.20",
+    "@llamaindex/mixedbread": "^0.0.34",
+    "@llamaindex/mongodb": "^0.0.35",
+    "@llamaindex/node-parser": "^2.0.20",
+    "@llamaindex/notion": "^0.1.19",
+    "@llamaindex/ollama": "^0.1.21",
+    "@llamaindex/openai": "^0.4.17",
+    "@llamaindex/perplexity": "^0.0.30",
+    "@llamaindex/pinecone": "^0.1.20",
+    "@llamaindex/portkey-ai": "^0.0.62",
+    "@llamaindex/postgres": "^0.0.63",
+    "@llamaindex/qdrant": "^0.1.30",
+    "@llamaindex/readers": "^3.1.19",
+    "@llamaindex/replicate": "^0.0.62",
+    "@llamaindex/supabase": "^0.1.21",
+    "@llamaindex/together": "^0.0.33",
+    "@llamaindex/tools": "^0.1.10",
+    "@llamaindex/upstash": "^0.0.34",
+    "@llamaindex/vercel": "^0.1.20",
+    "@llamaindex/vllm": "^0.0.59",
+    "@llamaindex/voyage-ai": "^1.0.26",
+    "@llamaindex/weaviate": "^0.0.35",
+    "@llamaindex/workflow": "^1.1.21",
+    "@llamaindex/xai": "^0.0.20",
    "@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": "^0.11.26",
+    "llamaindex": "^0.11.27",
    "mongodb": "6.7.0",
    "postgres": "^3.4.4",
    "wikipedia": "^2.1.2",
@@ -1,5 +1,11 @@
 # @llamaindex/autotool

+## 8.0.27
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 8.0.26

 ### Patch Changes
@@ -1,5 +1,12 @@
 # @llamaindex/autotool-01-node-example

+## 0.0.135
+
+### Patch Changes
+
+- llamaindex@0.11.27
+- @llamaindex/autotool@8.0.27
+
 ## 0.0.134

 ### Patch Changes
@@ -13,5 +13,5 @@
  "scripts": {
    "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
  },
-  "version": "0.0.134"
+  "version": "0.0.135"
 }
@@ -6,7 +6,7 @@
    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
    "directory": "packages/autotool"
  },
-  "version": "8.0.26",
+  "version": "8.0.27",
  "description": "auto transpile your JS function to LLM Agent compatible",
  "files": [
    "dist",
@@ -1,5 +1,12 @@
 # @llamaindex/cloud

+## 4.1.2
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 4.1.1

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloud",
-  "version": "4.1.1",
+  "version": "4.1.2",
  "type": "module",
  "license": "MIT",
  "scripts": {
@@ -1,5 +1,13 @@
 # @llamaindex/community

+## 0.0.102
+
+### Patch Changes
+
+- 6ebd7c2: fix: invoke complete command using the actual modelId
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.101

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/community",
  "description": "Community package for LlamaIndexTS",
-  "version": "0.0.101",
+  "version": "0.0.102",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -493,6 +493,8 @@ export class Bedrock extends ToolCallLLM<BedrockAdditionalChatOptions> {

    if (params.stream) {
      const command = new InvokeModelWithResponseStreamCommand(input);
+      command.input.modelId = this.actualModel;
+
      const response = await this.client.send(command);
      if (response.body)
        return streamConverter(response.body, (response) => {
@@ -504,6 +506,8 @@ export class Bedrock extends ToolCallLLM<BedrockAdditionalChatOptions> {
    }

    const command = new InvokeModelCommand(input);
+    command.input.modelId = this.actualModel;
+
    const response = await this.client.send(command);
    return {
      text: this.provider.getTextFromResponse(response),
@@ -1,5 +1,11 @@
 # @llamaindex/core

+## 0.6.20
+
+### Patch Changes
+
+- 0267bb0: Added responseFormat to llm.exec
+
 ## 0.6.19

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/core",
  "type": "module",
-  "version": "0.6.19",
+  "version": "0.6.20",
  "description": "LlamaIndex Core Module",
  "exports": {
    "./agent": {
@@ -1,4 +1,6 @@
 import { emptyLogger } from "@llamaindex/env";
+import type { JSONObject } from "../global";
+import { tool } from "../tools/";
 import { extractText } from "../utils/llms";
 import { streamConverter } from "../utils/stream";
 import { callToolToMessage, getToolCallsFromResponse } from "./tool-call";
@@ -18,6 +20,7 @@ import type {
  PartialToolCall,
  ToolCallLLMMessageOptions,
 } from "./type";
+import { isZodSchema } from "./utils";

 export abstract class BaseLLM<
  AdditionalChatOptions extends object = object,
@@ -97,6 +100,31 @@ export abstract class BaseLLM<
    | ExecResponse<AdditionalMessageOptions>
    | ExecStreamResponse<AdditionalMessageOptions>
  > {
+    const responseFormat = params.responseFormat;
+    if (typeof responseFormat != "undefined" && isZodSchema(responseFormat)) {
+      const structuredTool = tool({
+        name: "format_output",
+        description: "Respond with a JSON object",
+        parameters: responseFormat,
+        execute: (args) => {
+          const result = responseFormat.safeParse(args);
+          if (!result.success) {
+            console.error("Invalid input from LLM:", result.error);
+            return JSON.stringify({
+              error: "Invalid schema",
+              details: result.error,
+            });
+          }
+          return result.data as JSONObject;
+        },
+      });
+      if (Array.isArray(params.tools)) {
+        params.tools.push(structuredTool);
+      } else {
+        params.tools = [structuredTool];
+      }
+      params.responseFormat = undefined;
+    }
    if (params.stream) {
      return this.streamExec(params);
    }
@@ -1,3 +1,4 @@
+import { z } from "zod";
 import type {
  ChatMessage,
  MessageContentImageDataDetail,
@@ -26,3 +27,15 @@ export function addContentPart<AdditionalMessageOptions extends object>(
    }
  }
 }
+
+export function isZodSchema(obj: unknown): obj is z.ZodType {
+  return (
+    obj !== null &&
+    typeof obj === "object" &&
+    "parse" in obj &&
+    typeof (obj as { parse: unknown }).parse === "function" &&
+    "safeParse" in obj &&
+    typeof (obj as { safeParse: unknown }).safeParse === "function" &&
+    "_def" in obj
+  );
+}
@@ -4,6 +4,7 @@ import { z } from "zod";
 import { zodToJsonSchema } from "zod-to-json-schema";
 import type { JSONValue } from "../global";
 import type { BaseTool, ToolMetadata } from "../llms";
+import { isZodSchema } from "../llms/utils";

 export class FunctionTool<
  T,
@@ -94,7 +95,7 @@ export class FunctionTool<
    ) {
      const { execute, parameters, ...restConfig } = fnOrConfig;

-      if (parameters instanceof z.ZodSchema) {
+      if (isZodSchema(parameters)) {
        const jsonSchema = zodToJsonSchema(parameters);
        return new FunctionTool(
          execute,
@@ -105,7 +106,6 @@ export class FunctionTool<
          parameters,
        );
      }
-
      return new FunctionTool(execute, fnOrConfig);
    }

@@ -1,5 +1,11 @@
 # @llamaindex/experimental

+## 0.0.204
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
 ## 0.0.203

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/experimental",
  "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.203",
+  "version": "0.0.204",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -1,5 +1,15 @@
 # llamaindex

+## 0.11.27
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/cloud@4.1.2
+  - @llamaindex/node-parser@2.0.20
+  - @llamaindex/workflow@1.1.21
+
 ## 0.11.26

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "llamaindex",
-  "version": "0.11.26",
+  "version": "0.11.27",
  "license": "MIT",
  "type": "module",
  "keywords": [
@@ -1,5 +1,18 @@
 # @llamaindex/core-test

+## 0.1.18
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.17
+
+## 0.1.17
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.1.16

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llamaindex-test",
  "private": true,
-  "version": "0.1.16",
+  "version": "0.1.18",
  "type": "module",
  "scripts": {
    "test": "vitest run"
@@ -1,5 +1,12 @@
 # @llamaindex/node-parser

+## 2.0.20
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 2.0.19

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/node-parser",
-  "version": "2.0.19",
+  "version": "2.0.20",
  "description": "Node parser for LlamaIndex",
  "type": "module",
  "exports": {
@@ -1,5 +1,12 @@
 # @llamaindex/anthropic

+## 0.3.23
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.3.22

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/anthropic",
  "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.3.22",
+  "version": "0.3.23",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/assemblyai

+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.18

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/assemblyai",
  "description": "AssemblyAI Reader for LlamaIndex",
-  "version": "0.1.18",
+  "version": "0.1.19",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,12 @@
 # @llamaindex/community

+## 0.0.116
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.115

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/aws",
  "description": "AWS package for LlamaIndexTS",
-  "version": "0.0.115",
+  "version": "0.0.116",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -546,6 +546,8 @@ export class Bedrock extends ToolCallLLM<BedrockAdditionalChatOptions> {

    if (params.stream) {
      const command = new InvokeModelWithResponseStreamCommand(input);
+      command.input.modelId = this.actualModel;
+
      const response = await this.client.send(command);
      if (response.body)
        return streamConverter(response.body, (response) => {
@@ -557,6 +559,8 @@ export class Bedrock extends ToolCallLLM<BedrockAdditionalChatOptions> {
    }

    const command = new InvokeModelCommand(input);
+    command.input.modelId = this.actualModel;
+
    const response = await this.client.send(command);
    return {
      text: this.provider.getTextFromResponse(response),
@@ -1,5 +1,20 @@
 # @llamaindex/clip

+## 0.0.73
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.0.72
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.71

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/clip",
  "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.71",
+  "version": "0.0.73",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,12 @@
 # @llamaindex/cohere

+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.33

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/cohere",
  "description": "Cohere Adapter for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.34",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,20 @@
 # @llamaindex/deepinfra

+## 0.0.73
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.0.72
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.71

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/deepinfra",
  "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.71",
+  "version": "0.0.73",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,18 @@
 # @llamaindex/deepseek

+## 0.0.35
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.17
+
+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.33

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/deepseek",
  "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.35",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/discord

+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.18

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/discord",
  "description": "Discord Reader for LlamaIndex",
-  "version": "0.1.18",
+  "version": "0.1.19",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,12 @@
 # @llamaindex/excel

+## 0.1.20
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.19

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/excel",
  "description": "Excel Reader for LlamaIndex",
-  "version": "0.1.19",
+  "version": "0.1.20",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,18 @@
 # @llamaindex/fireworks

+## 0.0.33
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.17
+
+## 0.0.32
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.31

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/fireworks",
  "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.31",
+  "version": "0.0.33",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,18 @@
 # @llamaindex/google

+## 0.3.20
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
+## 0.3.19
+
+### Patch Changes
+
+- c93bb02: chore: remove streaming logs
+
 ## 0.3.18

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/google",
  "description": "Google Adapter for LlamaIndex",
-  "version": "0.3.18",
+  "version": "0.3.20",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -226,9 +226,6 @@ export class Gemini extends ToolCallLLM<GeminiAdditionalChatOptions> {
    const config = this.prepareChatConfig(params);
    const { message, history } = await this.prepareChatContext(params.messages);

-    console.log("history", JSON.stringify(history, null, 2));
-    console.log("message", JSON.stringify(message, null, 2));
-
    const chat = this.client.chats.create({
      model: this.model,
      config,
@@ -1,5 +1,18 @@
 # @llamaindex/groq

+## 0.0.89
+
+### Patch Changes
+
+- @llamaindex/openai@0.4.17
+
+## 0.0.88
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.87

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/groq",
  "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.87",
+  "version": "0.0.89",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,20 @@
 # @llamaindex/huggingface

+## 0.1.27
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.1.26
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.1.25

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/huggingface",
  "description": "Huggingface Adapter for LlamaIndex",
-  "version": "0.1.25",
+  "version": "0.1.27",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,20 @@
 # @llamaindex/jinaai

+## 0.0.33
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.0.32
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.31

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/jinaai",
  "description": "JinaAI Adapter for LlamaIndex",
-  "version": "0.0.31",
+  "version": "0.0.33",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/mistral

+## 0.1.20
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.19

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/mistral",
  "description": "Mistral Adapter for LlamaIndex",
-  "version": "0.1.19",
+  "version": "0.1.20",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/mixedbread

+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.33

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/mixedbread",
  "description": "Mixedbread Adapter for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.34",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/notion

+## 0.1.19
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.18

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/notion",
  "description": "Notion Reader for LlamaIndex",
-  "version": "0.1.18",
+  "version": "0.1.19",
  "type": "module",
  "types": "dist/index.d.ts",
  "main": "dist/index.cjs",
@@ -1,5 +1,12 @@
 # @llamaindex/ollama

+## 0.1.21
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.20

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/ollama",
  "description": "Ollama Adapter for LlamaIndex",
-  "version": "0.1.20",
+  "version": "0.1.21",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,18 @@
 # @llamaindex/openai

+## 0.4.17
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
+## 0.4.16
+
+### Patch Changes
+
+- 4c70376: Add gpt-5 support
+
 ## 0.4.15

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/openai",
  "description": "OpenAI Adapter for LlamaIndex",
-  "version": "0.4.15",
+  "version": "0.4.17",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -131,6 +131,27 @@ export const O4_MODELS = {
  },
 };

+export const GPT5_MODELS = {
+  "gpt-5": {
+    contextWindow: 400000,
+  },
+  "gpt-5-2025-08-07": {
+    contextWindow: 400000,
+  },
+  "gpt-5-mini": {
+    contextWindow: 400000,
+  },
+  "gpt-5-mini-2025-08-07": {
+    contextWindow: 400000,
+  },
+  "gpt-5-nano": {
+    contextWindow: 400000,
+  },
+  "gpt-5-nano-2025-08-07": {
+    contextWindow: 400000,
+  },
+};
+
 /**
 * We currently support GPT-3.5 and GPT-4 models
 */
@@ -140,6 +161,7 @@ export const ALL_AVAILABLE_OPENAI_MODELS = {
  ...O1_MODELS,
  ...O3_MODELS,
  ...O4_MODELS,
+  ...GPT5_MODELS,
  "codex-mini-latest": { contextWindow: 200000 },
 } satisfies Record<ChatModel, { contextWindow: number }>;

@@ -161,7 +183,8 @@ export function isReasoningModel(model: ChatModel | string): boolean {
  const isO1 = model.startsWith("o1");
  const isO3 = model.startsWith("o3");
  const isO4 = model.startsWith("o4");
-  return isO1 || isO3 || isO4;
+  const isGPT5 = model.startsWith("gpt-5");
+  return isO1 || isO3 || isO4 || isGPT5;
 }

 export function isTemperatureSupported(model: ChatModel | string): boolean {
@@ -1,5 +1,20 @@
 # @llamaindex/perplexity

+## 0.0.30
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.0.29
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.0.28

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/perplexity",
  "description": "Perplexity Adapter for LlamaIndex",
-  "version": "0.0.28",
+  "version": "0.0.30",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/portkey-ai

+## 0.0.62
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.61

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/portkey-ai",
  "description": "Portkey Adapter for LlamaIndex",
-  "version": "0.0.61",
+  "version": "0.0.62",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/replicate

+## 0.0.62
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.61

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/replicate",
  "description": "Replicate Adapter for LlamaIndex",
-  "version": "0.0.61",
+  "version": "0.0.62",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/bm25-retriever

+## 0.0.9
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.8

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/bm25-retriever",
  "description": "BM25 Retriever for LlamaIndex",
-  "version": "0.0.8",
+  "version": "0.0.9",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/astra

+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.33

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/astra",
  "description": "Astra Storage for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.34",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,20 @@
 # @llamaindex/azure

+## 0.1.34
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+  - @llamaindex/openai@0.4.17
+
+## 0.1.33
+
+### Patch Changes
+
+- Updated dependencies [4c70376]
+  - @llamaindex/openai@0.4.16
+
 ## 0.1.32

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/azure",
  "description": "Azure Storage for LlamaIndex",
-  "version": "0.1.32",
+  "version": "0.1.34",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/chroma

+## 0.0.34
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.0.33

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/chroma",
  "description": "Chroma Storage for LlamaIndex",
-  "version": "0.0.33",
+  "version": "0.0.34",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,12 @@
 # @llamaindex/elastic-search

+## 0.1.20
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
 ## 0.1.19

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/elastic-search",
  "description": "Elastic Search Storage for LlamaIndex",
-  "version": "0.1.19",
+  "version": "0.1.20",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
github-actions[bot]	97c00d67c3	Release 0.11.27 (#2169 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-08-19 12:11:06 +08:00
Daniel	6ebd7c2f13	fix: bedrock complete using actual modelId (#2172 )	2025-08-19 11:04:32 +08:00
Clelia (Astra) Bertelli	0267bb0e8e	feat: add responseFormat to llm.exec (#2167 )	2025-08-13 12:39:37 +08:00
Marcus Schiesser	7875ee91e6	chore: update chat-ui docs (#2168 )	2025-08-13 12:26:22 +08:00
Orry	e3405fca44	chore: point the local llm full example to the correct URL (#2162 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-08-08 14:56:35 +08:00
github-actions[bot]	f3bc2b61e7	Release (#2164 )	2025-08-07 15:18:42 -06:00
Logan	4c703767b7	Adding GPT-5 support (#2163 )	2025-08-07 13:39:47 -06:00
github-actions[bot]	a27648200d	Release (#2161 )	2025-08-07 13:39:20 -06:00
abdeliibrahim	c93bb02002	#2159 Remove unneeded console logs from gemini stream (#2160 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-08-07 11:38:35 +08:00