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 )
2026-07-20 02:53:50 -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
169 changed files with 40477 additions and 259 deletions
@@ -1,5 +1,40 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
+## 0.2.49
+
+### Patch Changes
+
+- Updated dependencies [4b51791]
+  - @llamaindex/cloud@4.1.1
+  - llamaindex@0.11.26
+
 ## 0.2.48

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/doc",
-  "version": "0.2.48",
+  "version": "0.2.52",
  "private": true,
  "scripts": {
    "postinstall": "fumadocs-mdx",
@@ -15,7 +15,8 @@
  "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:*",
    "@llamaindex/openai": "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 +1,17 @@
 # @llamaindex/cloudflare-worker-agent-test

+## 0.0.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.0.187
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.0.186

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/cloudflare-worker-agent-test",
-  "version": "0.0.186",
+  "version": "0.0.188",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,18 @@
 # @llamaindex/llama-parse-browser-test

+## 0.0.86
+
+### Patch Changes
+
+- @llamaindex/cloud@4.1.2
+
+## 0.0.85
+
+### Patch Changes
+
+- Updated dependencies [4b51791]
+  - @llamaindex/cloud@4.1.1
+
 ## 0.0.84

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llama-parse-browser-test",
  "private": true,
-  "version": "0.0.84",
+  "version": "0.0.86",
  "type": "module",
  "scripts": {
    "dev": "vite",
@@ -14,6 +14,6 @@
    "vite-plugin-wasm": "^3.4.1"
  },
  "dependencies": {
-    "llama-cloud-services": "^0.1.0"
+    "@llamaindex/cloud": "workspace:*"
  }
 }
@@ -1,5 +1,17 @@
 # @llamaindex/next-agent-test

+## 0.1.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.1.187
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.1.186

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-agent-test",
-  "version": "0.1.186",
+  "version": "0.1.188",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,17 @@
 # test-edge-runtime

+## 0.1.187
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.1.186
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.1.185

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/nextjs-edge-runtime-test",
-  "version": "0.1.185",
+  "version": "0.1.187",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,31 @@
 # @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
+
+- @llamaindex/huggingface@0.1.25
+
+## 0.1.56
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.1.55

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/next-node-runtime-test",
-  "version": "0.1.55",
+  "version": "0.1.59",
  "private": true,
  "scripts": {
    "dev": "next dev",
@@ -1,5 +1,17 @@
 # vite-import-llamaindex

+## 0.0.54
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.0.53
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.0.52

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "vite-import-llamaindex",
  "private": true,
-  "version": "0.0.52",
+  "version": "0.0.54",
  "type": "module",
  "scripts": {
    "build": "vite build",
@@ -1,5 +1,17 @@
 # @llamaindex/waku-query-engine-test

+## 0.0.188
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.0.187
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.0.186

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/waku-query-engine-test",
-  "version": "0.0.186",
+  "version": "0.0.188",
  "type": "module",
  "private": true,
  "scripts": {
@@ -1,5 +1,110 @@
 # 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
+
+- Updated dependencies [47a6f5f]
+- Updated dependencies [b80f33e]
+- Updated dependencies [b6409b6]
+- Updated dependencies [b80f33e]
+  - @llamaindex/ollama@0.1.20
+  - @llamaindex/anthropic@0.3.22
+  - @llamaindex/openai@0.4.15
+  - @llamaindex/clip@0.0.71
+  - @llamaindex/deepinfra@0.0.71
+  - @llamaindex/deepseek@0.0.33
+  - @llamaindex/fireworks@0.0.31
+  - @llamaindex/groq@0.0.87
+  - @llamaindex/huggingface@0.1.25
+  - @llamaindex/jinaai@0.0.31
+  - @llamaindex/perplexity@0.0.28
+  - @llamaindex/azure@0.1.32
+  - @llamaindex/together@0.0.31
+  - @llamaindex/vllm@0.0.57
+  - @llamaindex/xai@0.0.18
+
+## 0.3.36
+
+### Patch Changes
+
+- Updated dependencies [4b51791]
+- Updated dependencies [971d37c]
+  - @llamaindex/cloud@4.1.1
+  - @llamaindex/deepseek@0.0.32
+  - llamaindex@0.11.26
+
 ## 0.3.35

 ### 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);
@@ -0,0 +1,14 @@
+import { anthropic } from "@llamaindex/anthropic";
+import { agent } from "@llamaindex/workflow";
+
+(async function () {
+  const workflow = agent({
+    llm: anthropic({
+      model: "claude-4-1-opus",
+    }),
+  });
+  const result = await workflow.run(
+    "What are three compounds we should consider investigating to advance research into new antibiotics? Why should we consider them?",
+  );
+  console.log(result.data.result);
+})();
@@ -0,0 +1,9 @@
+import { ollama } from "@llamaindex/ollama";
+
+(async () => {
+  const llm = ollama({
+    model: "gpt-oss:20b",
+  });
+  const response = await llm.complete({ prompt: "How are you?" });
+  console.log("Response:", response.text);
+})();
@@ -1,6 +1,6 @@
 {
  "name": "@llamaindex/examples",
-  "version": "0.3.35",
+  "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": "^0.3.21",
-    "@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",
-    "llama-cloud-services": "^0.1.0",
-    "@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/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": "^0.0.30",
-    "@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",
+    "@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": "^0.11.24",
+    "llamaindex": "^0.11.27",
    "mongodb": "6.7.0",
    "postgres": "^3.4.4",
    "wikipedia": "^2.1.2",
@@ -9,7 +9,10 @@
    "start:html": "node --import tsx ./src/html.ts",
    "start:markdown": "node --import tsx ./src/markdown.ts",
    "start:pdf": "node --import tsx ./src/pdf.ts",
+    "start:llamaparse": "node --import tsx ./src/llamaparse.ts",
    "start:notion": "node --import tsx ./src/notion.ts",
+    "start:llamaparse-dir": "node --import tsx ./src/simple-directory-reader-with-llamaparse.ts",
+    "start:llamaparse-json": "node --import tsx ./src/llamaparse-json.ts",
    "start:discord": "node --import tsx ./src/discord.ts",
    "start:json": "node --import tsx ./src/json.ts",
    "start:obsidian": "node --import tsx ./src/obsidian.ts",
@@ -17,7 +20,7 @@
    "start:excel": "node --import tsx ./src/excel.ts"
  },
  "dependencies": {
-    "llama-cloud-services": "^0.1.0",
+    "@llamaindex/cloud": "workspace:* || ^2.0.24",
    "@llamaindex/excel": "workspace:*",
    "@llamaindex/readers": "workspace:* || ^1.0.25",
    "@notionhq/client": "^4.0.0",
@@ -1,5 +1,17 @@
 # @llamaindex/autotool

+## 8.0.27
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 8.0.26
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 8.0.25

 ### Patch Changes
@@ -1,5 +1,19 @@
 # @llamaindex/autotool-01-node-example

+## 0.0.135
+
+### Patch Changes
+
+- llamaindex@0.11.27
+- @llamaindex/autotool@8.0.27
+
+## 0.0.134
+
+### Patch Changes
+
+- llamaindex@0.11.26
+- @llamaindex/autotool@8.0.26
+
 ## 0.0.133

 ### Patch Changes
@@ -13,5 +13,5 @@
  "scripts": {
    "start": "node --import tsx --import @llamaindex/autotool/node ./src/index.ts"
  },
-  "version": "0.0.133"
+  "version": "0.0.135"
 }
@@ -6,7 +6,7 @@
    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
    "directory": "packages/autotool"
  },
-  "version": "8.0.25",
+  "version": "8.0.27",
  "description": "auto transpile your JS function to LLM Agent compatible",
  "files": [
    "dist",
@@ -0,0 +1,716 @@
+# @llamaindex/cloud
+
+## 4.1.2
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
+## 4.1.1
+
+### Patch Changes
+
+- 4b51791: Add deprecation to README
+
+## 4.1.0
+
+### Minor Changes
+
+- 049471b: Add deprecation warning
+
+## 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
+
+- Updated dependencies [38da40b]
+  - @llamaindex/core@0.6.17
+
+## 4.0.25
+
+### Patch Changes
+
+- 2967d57: Default to \_public agent url id
+- Updated dependencies [a8ec08c]
+  - @llamaindex/core@0.6.16
+
+## 4.0.24
+
+### Patch Changes
+
+- Updated dependencies [7ad3411]
+- Updated dependencies [5da5b3c]
+  - @llamaindex/core@0.6.15
+
+## 4.0.23
+
+### Patch Changes
+
+- a1b1598: fix: add generic types into agent data responses
+
+## 4.0.22
+
+### Patch Changes
+
+- d2be868: Bug fixes for new beta agent-data cloud API
+
+## 4.0.21
+
+### Patch Changes
+
+- 579ca0c: chore: bump sdk version
+
+## 4.0.20
+
+### Patch Changes
+
+- 48b0d88: fix: exports in `api` submodule
+- f185772: fix(cloud): missing file
+
+## 4.0.19
+
+### Patch Changes
+
+- 5a0ed1f: feat: init agent api on cloud sdk
+- 5a0ed1f: feat: init agent api on cloud sdk
+- Updated dependencies [8eeac33]
+  - @llamaindex/core@0.6.14
+
+## 4.0.18
+
+### Patch Changes
+
+- 47a7555: chore: bump sdk version
+
+## 4.0.17
+
+### Patch Changes
+
+- Updated dependencies [d578889]
+- Updated dependencies [0fcc92f]
+- Updated dependencies [515a8b9]
+  - @llamaindex/core@0.6.13
+
+## 4.0.16
+
+### Patch Changes
+
+- Updated dependencies [7039e1a]
+- Updated dependencies [7039e1a]
+  - @llamaindex/core@0.6.12
+
+## 4.0.15
+
+### Patch Changes
+
+- Updated dependencies [a89e187]
+- Updated dependencies [62699b7]
+- Updated dependencies [c5b2691]
+- Updated dependencies [d8ac8d3]
+  - @llamaindex/core@0.6.11
+
+## 4.0.14
+
+### Patch Changes
+
+- Updated dependencies [1b5af14]
+  - @llamaindex/core@0.6.10
+
+## 4.0.13
+
+### Patch Changes
+
+- Updated dependencies [71598f8]
+  - @llamaindex/core@0.6.9
+
+## 4.0.12
+
+### Patch Changes
+
+- Updated dependencies [c927457]
+  - @llamaindex/core@0.6.8
+
+## 4.0.11
+
+### Patch Changes
+
+- 76ff23d: Fix pRetry not working with CommonJS
+
+## 4.0.10
+
+### Patch Changes
+
+- Updated dependencies [59601dd]
+  - @llamaindex/core@0.6.7
+
+## 4.0.9
+
+### Patch Changes
+
+- 3703f90: feat(parse): add upload API
+
+## 4.0.8
+
+### Patch Changes
+
+- Updated dependencies [680b529]
+- Updated dependencies [361a685]
+  - @llamaindex/core@0.6.6
+
+## 4.0.7
+
+### Patch Changes
+
+- 40f5f41: Improve the loadJson function in LlamaParseReader to align with loadData by allowing URL inputs. Ensures s3://, http://, and https:// paths are not treated as local file paths.
+- Updated dependencies [d671ed6]
+  - @llamaindex/core@0.6.5
+
+## 4.0.6
+
+### Patch Changes
+
+- Updated dependencies [9b2e25a]
+  - @llamaindex/core@0.6.4
+  - @llamaindex/env@0.1.30
+
+## 4.0.5
+
+### Patch Changes
+
+- 2225ffd: feat: bump llama cloud sdk
+
+## 4.0.4
+
+### Patch Changes
+
+- Updated dependencies [3ee8c83]
+  - @llamaindex/core@0.6.3
+
+## 4.0.3
+
+### Patch Changes
+
+- 41191d0: fix(parse): file input
+
+## 4.0.2
+
+### Patch Changes
+
+- Updated dependencies [9c63f3f]
+  - @llamaindex/core@0.6.2
+
+## 4.0.1
+
+### Patch Changes
+
+- Updated dependencies [1b6f368]
+- Updated dependencies [eaf326e]
+  - @llamaindex/core@0.6.1
+
+## 4.0.0
+
+### Patch Changes
+
+- bf56fc0: chore: bump sdk openapi.json
+- 5189b44: fix: add retry handling logic to parser reader and fix lint issues
+- Updated dependencies [21bebfc]
+- Updated dependencies [93bc0ff]
+- Updated dependencies [91a18e7]
+- Updated dependencies [5189b44]
+  - @llamaindex/core@0.6.0
+
+## 3.0.9
+
+### Patch Changes
+
+- Updated dependencies [40ee761]
+  - @llamaindex/core@0.5.8
+
+## 3.0.8
+
+### Patch Changes
+
+- Updated dependencies [4bac71d]
+  - @llamaindex/core@0.5.7
+
+## 3.0.7
+
+### Patch Changes
+
+- Updated dependencies [beb922b]
+  - @llamaindex/env@0.1.29
+  - @llamaindex/core@0.5.6
+
+## 3.0.6
+
+### Patch Changes
+
+- Updated dependencies [5668970]
+  - @llamaindex/core@0.5.5
+
+## 3.0.5
+
+### Patch Changes
+
+- Updated dependencies [ad3c7f1]
+  - @llamaindex/core@0.5.4
+
+## 3.0.4
+
+### Patch Changes
+
+- Updated dependencies [cb021e7]
+  - @llamaindex/core@0.5.3
+
+## 3.0.3
+
+### Patch Changes
+
+- Updated dependencies [d952e68]
+  - @llamaindex/core@0.5.2
+
+## 3.0.2
+
+### Patch Changes
+
+- c902fcb: chore: bump llamacloud openapi
+
+## 3.0.1
+
+### Patch Changes
+
+- Updated dependencies [cc50c9c]
+  - @llamaindex/env@0.1.28
+  - @llamaindex/core@0.5.1
+
+## 3.0.0
+
+### Patch Changes
+
+- Updated dependencies [6a4a737]
+- Updated dependencies [d924c63]
+  - @llamaindex/core@0.5.0
+
+## 2.0.24
+
+### Patch Changes
+
+- 1c908fd: Revert previous release (not working with CJS)
+- Updated dependencies [1c908fd]
+  - @llamaindex/core@0.4.23
+  - @llamaindex/env@0.1.27
+
+## 2.0.23
+
+### Patch Changes
+
+- cb608b5: fix: bundle output incorrect
+- Updated dependencies [cb608b5]
+  - @llamaindex/core@0.4.22
+  - @llamaindex/env@0.1.26
+
+## 2.0.22
+
+### Patch Changes
+
+- d6c270e: feat: support pass project and org id to llama parse reader
+- Updated dependencies [9456616]
+- Updated dependencies [1931bbc]
+  - @llamaindex/core@0.4.21
+
+## 2.0.21
+
+### Patch Changes
+
+- 5dec9f9: chore: bump sdk deps version
+- fd9c829: chore: bump llamacloud openapi
+- Updated dependencies [d211b7a]
+  - @llamaindex/core@0.4.20
+
+## 2.0.20
+
+### Patch Changes
+
+- 012495b: chore: bump llamacloud sdk
+
+## 2.0.19
+
+### Patch Changes
+
+- Updated dependencies [a9b5b99]
+  - @llamaindex/core@0.4.19
+
+## 2.0.18
+
+### Patch Changes
+
+- Updated dependencies [b504303]
+- Updated dependencies [e0f6cc3]
+  - @llamaindex/env@0.1.25
+  - @llamaindex/core@0.4.18
+
+## 2.0.17
+
+### Patch Changes
+
+- Updated dependencies [3d1808b]
+  - @llamaindex/core@0.4.17
+
+## 2.0.16
+
+### Patch Changes
+
+- 8be4589: chore: bump version
+- Updated dependencies [8be4589]
+  - @llamaindex/core@0.4.16
+  - @llamaindex/env@0.1.24
+
+## 2.0.15
+
+### Patch Changes
+
+- Updated dependencies [d2b2722]
+  - @llamaindex/env@0.1.23
+  - @llamaindex/core@0.4.15
+
+## 2.0.14
+
+### Patch Changes
+
+- Updated dependencies [969365c]
+  - @llamaindex/env@0.1.22
+  - @llamaindex/core@0.4.14
+
+## 2.0.13
+
+### Patch Changes
+
+- 90d265c: chore: bump version
+- Updated dependencies [90d265c]
+  - @llamaindex/core@0.4.13
+  - @llamaindex/env@0.1.21
+
+## 2.0.12
+
+### Patch Changes
+
+- Updated dependencies [ef4f63d]
+  - @llamaindex/core@0.4.12
+
+## 2.0.11
+
+### Patch Changes
+
+- Updated dependencies [6d22fa2]
+  - @llamaindex/core@0.4.11
+
+## 2.0.10
+
+### Patch Changes
+
+- Updated dependencies [a7b0ac3]
+- Updated dependencies [c69605f]
+  - @llamaindex/core@0.4.10
+
+## 2.0.9
+
+### Patch Changes
+
+- Updated dependencies [7ae6eaa]
+  - @llamaindex/core@0.4.9
+
+## 2.0.8
+
+### Patch Changes
+
+- Updated dependencies [f865c98]
+  - @llamaindex/core@0.4.8
+
+## 2.0.7
+
+### Patch Changes
+
+- Updated dependencies [d89ebe0]
+- Updated dependencies [fd8c882]
+  - @llamaindex/core@0.4.7
+
+## 2.0.6
+
+### Patch Changes
+
+- Updated dependencies [4fc001c]
+  - @llamaindex/env@0.1.20
+  - @llamaindex/core@0.4.6
+
+## 2.0.5
+
+### Patch Changes
+
+- Updated dependencies [ad85bd0]
+  - @llamaindex/core@0.4.5
+  - @llamaindex/env@0.1.19
+
+## 2.0.4
+
+### Patch Changes
+
+- Updated dependencies [a8d3fa6]
+  - @llamaindex/env@0.1.18
+  - @llamaindex/core@0.4.4
+
+## 2.0.3
+
+### Patch Changes
+
+- Updated dependencies [95a5cc6]
+  - @llamaindex/core@0.4.3
+
+## 2.0.2
+
+### Patch Changes
+
+- Updated dependencies [14cc9eb]
+  - @llamaindex/env@0.1.17
+  - @llamaindex/core@0.4.2
+
+## 2.0.1
+
+### Patch Changes
+
+- Updated dependencies [9c73f0a]
+  - @llamaindex/core@0.4.1
+
+## 2.0.0
+
+### Patch Changes
+
+- Updated dependencies [359fd33]
+- Updated dependencies [efb7e1b]
+- Updated dependencies [98ba1e7]
+- Updated dependencies [620c63c]
+  - @llamaindex/core@0.4.0
+
+## 1.0.8
+
+### Patch Changes
+
+- Updated dependencies [60b185f]
+  - @llamaindex/core@0.3.7
+
+## 1.0.7
+
+### Patch Changes
+
+- Updated dependencies [691c5bc]
+  - @llamaindex/core@0.3.6
+
+## 1.0.6
+
+### Patch Changes
+
+- Updated dependencies [fa60fc6]
+  - @llamaindex/env@0.1.16
+  - @llamaindex/core@0.3.5
+
+## 1.0.5
+
+### Patch Changes
+
+- Updated dependencies [e2a0876]
+  - @llamaindex/core@0.3.4
+
+## 1.0.4
+
+### Patch Changes
+
+- 06f632b: fix(cloud): allow filename in llama parse
+
+## 1.0.3
+
+### Patch Changes
+
+- Updated dependencies [0493f67]
+  - @llamaindex/core@0.3.3
+
+## 1.0.2
+
+### Patch Changes
+
+- Updated dependencies [4ba2cfe]
+  - @llamaindex/env@0.1.15
+  - @llamaindex/core@0.3.2
+
+## 1.0.1
+
+### Patch Changes
+
+- 4c38c1b: fix(cloud): do not detect file type in llama parse
+- 24d065f: Log Parse Job Errors when verbose is enabled
+- a75af83: refactor: move some llm and embedding to single package
+- Updated dependencies [ae49ff4]
+- Updated dependencies [a75af83]
+  - @llamaindex/env@0.1.14
+  - @llamaindex/core@0.3.1
+
+## 1.0.0
+
+### Patch Changes
+
+- Updated dependencies [1364e8e]
+- Updated dependencies [96fc69c]
+  - @llamaindex/core@0.3.0
+
+## 0.2.14
+
+### Patch Changes
+
+- Updated dependencies [5f67820]
+  - @llamaindex/core@0.2.12
+
+## 0.2.13
+
+### Patch Changes
+
+- Updated dependencies [ee697fb]
+  - @llamaindex/core@0.2.11
+
+## 0.2.12
+
+### Patch Changes
+
+- Updated dependencies [3489e7d]
+- Updated dependencies [468bda5]
+  - @llamaindex/core@0.2.10
+
+## 0.2.11
+
+### Patch Changes
+
+- 0b20ff9: fix: package.json format
+
+## 0.2.10
+
+### Patch Changes
+
+- 981811e: fix(cloud): llama parse reader save image incorrectly
+
+## 0.2.9
+
+### Patch Changes
+
+- df441e2: fix: consoleLogger is missing from `@llamaindex/env`
+- Updated dependencies [df441e2]
+  - @llamaindex/core@0.2.8
+  - @llamaindex/env@0.1.13
+
+## 0.2.8
+
+### Patch Changes
+
+- ac41ed3: feat: bump cloud sdk version
+
+## 0.2.7
+
+### Patch Changes
+
+- fb36eff: fix: backport for node.js 18
+
+  There could have one missing API in the node.js 18, so we need to backport it to make it work.
+
+- d24d3d1: fix: print warning when llama parse reader has error
+- Updated dependencies [2cd1383]
+  - @llamaindex/core@0.2.3
+
+## 0.2.6
+
+### Patch Changes
+
+- b42adeb: fix: get job result in llama parse reader
+- Updated dependencies [749b43a]
+  - @llamaindex/core@0.2.2
+
+## 0.2.5
+
+### Patch Changes
+
+- 85c2e19: feat: `@llamaindex/cloud` package update
+
+  - Bump to latest openapi schema
+  - Move LlamaParse class from llamaindex, this will allow you use llamaparse in more non-node.js environment
+
+- Updated dependencies [ac07e3c]
+- Updated dependencies [70ccb4a]
+- Updated dependencies [1a6137b]
+- Updated dependencies [ac07e3c]
+  - @llamaindex/core@0.2.1
+  - @llamaindex/env@0.1.11
+
+## 0.2.4
+
+### Patch Changes
+
+- 4810364: fix: bump version
+
+## 0.2.3
+
+### Patch Changes
+
+- 0bf8d80: fix: bump version
+
+## 0.2.2
+
+### Patch Changes
+
+- 58abc57: fix: align version
+
+## 0.2.1
+
+### Patch Changes
+
+- 1f680d7: chore: bump llamacloud api
+
+## 0.2.0
+
+### Minor Changes
+
+- 3ed6acc: feat: cloud api change
+
+## 0.1.4
+
+### Patch Changes
+
+- 36ddec4: fix: typo in custom page separator parameter for LlamaParse
+
+## 0.1.3
+
+### Patch Changes
+
+- 1c444d5: feat(cloud): update openapi.json
+
+## 0.1.2
+
+### Patch Changes
+
+- f326ab8: chore: bump version
+
+## 0.1.1
+
+### Patch Changes
+
+- 321c39d: fix: generate api as class
@@ -0,0 +1,10 @@
+# @llamaindex/cloud
+
+> [!WARNING]  
+> This package has been deprecated since version 4.1.0.
+> Please migrate to [llama-cloud-services](https://www.npmjs.com/package/llama-cloud-services).
+> See the documentation: https://docs.cloud.llamaindex.ai
+
+## License
+
+MIT
@@ -0,0 +1,8 @@
+{
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": "./dist/index.js",
+  "private": true
+}
@@ -0,0 +1,8 @@
+{
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": "./dist/index.js",
+  "private": true
+}
@@ -0,0 +1,24 @@
+import { defaultPlugins, defineConfig } from "@hey-api/openapi-ts";
+
+export default defineConfig({
+  // you can download this file to get the latest version of the OpenAPI document
+  // @link https://api.cloud.llamaindex.ai/api/openapi.json
+  input: "./openapi.json",
+  output: {
+    path: "./src/client",
+    format: "prettier",
+    lint: "eslint",
+  },
+  plugins: [
+    ...defaultPlugins,
+    "@hey-api/client-fetch",
+    "zod",
+    "@hey-api/schemas",
+    "@hey-api/sdk",
+    {
+      enums: "javascript",
+      identifierCase: "PascalCase",
+      name: "@hey-api/typescript",
+    },
+  ],
+});
@@ -0,0 +1,97 @@
+{
+  "name": "@llamaindex/cloud",
+  "version": "4.1.2",
+  "type": "module",
+  "license": "MIT",
+  "scripts": {
+    "generate": "./node_modules/.bin/openapi-ts",
+    "build": "pnpm run generate && bunchee",
+    "dev": "bunchee --watch"
+  },
+  "files": [
+    "openapi.json",
+    "./api",
+    "./reader",
+    "./parse",
+    "./beta/agent"
+  ],
+  "exports": {
+    "./openapi.json": "./openapi.json",
+    "./beta/agent": {
+      "require": {
+        "types": "./beta/agent/dist/index.d.cts",
+        "default": "./beta/agent/dist/index.cjs"
+      },
+      "import": {
+        "types": "./beta/agent/dist/index.d.ts",
+        "default": "./beta/agent/dist/index.js"
+      },
+      "default": "./beta/agent/dist/index.js"
+    },
+    "./api": {
+      "require": {
+        "types": "./api/dist/index.d.cts",
+        "default": "./api/dist/index.cjs"
+      },
+      "import": {
+        "types": "./api/dist/index.d.ts",
+        "default": "./api/dist/index.js"
+      },
+      "default": "./api/dist/index.js"
+    },
+    "./reader": {
+      "require": {
+        "types": "./reader/dist/index.d.cts",
+        "default": "./reader/dist/index.cjs"
+      },
+      "import": {
+        "types": "./reader/dist/index.d.ts",
+        "default": "./reader/dist/index.js"
+      },
+      "default": "./reader/dist/index.js"
+    },
+    "./parse": {
+      "require": {
+        "types": "./parse/dist/index.d.cts",
+        "default": "./parse/dist/index.cjs"
+      },
+      "import": {
+        "types": "./parse/dist/index.d.ts",
+        "default": "./parse/dist/index.js"
+      },
+      "default": "./parse/dist/index.js"
+    },
+    ".": {
+      "require": {
+        "types": "./reader/dist/index.d.cts",
+        "default": "./reader/dist/index.cjs"
+      },
+      "import": {
+        "types": "./reader/dist/index.d.ts",
+        "default": "./reader/dist/index.js"
+      },
+      "default": "./reader/dist/index.js"
+    }
+  },
+  "repository": {
+    "type": "git",
+    "url": "git+https://github.com/run-llama/LlamaIndexTS.git",
+    "directory": "packages/cloud"
+  },
+  "devDependencies": {
+    "@hey-api/client-fetch": "^0.10.1",
+    "@hey-api/openapi-ts": "^0.67.5",
+    "@llama-flow/core": "^0.4.1",
+    "@llamaindex/core": "workspace:*",
+    "@llamaindex/env": "workspace:*"
+  },
+  "peerDependencies": {
+    "@llama-flow/core": "^0.4.1",
+    "@llamaindex/core": "workspace:*",
+    "@llamaindex/env": "workspace:*"
+  },
+  "dependencies": {
+    "p-retry": "^6.2.1",
+    "zod": "^3.25.76"
+  }
+}
@@ -0,0 +1,8 @@
+{
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": "./dist/index.js",
+  "private": true
+}
@@ -0,0 +1,8 @@
+{
+  "type": "module",
+  "main": "./dist/index.cjs",
+  "module": "./dist/index.js",
+  "types": "./dist/index.d.ts",
+  "exports": "./dist/index.js",
+  "private": true
+}
@@ -0,0 +1,18 @@
+// Deprecation warning
+console.warn(`
+The package @llamaindex/cloud has been deprecated since version 4.1.0
+ * Please migrate to llama-cloud-services.
+ * See the documentation: https://docs.cloud.llamaindex.ai
+`);
+
+import { client } from "./client/client.gen";
+
+client.setConfig({
+  baseUrl: "https://api.cloud.llamaindex.ai/",
+  headers: {
+    "X-SDK-Name": "llamaindex-ts",
+  },
+});
+
+export * from "./client";
+export { client };
@@ -0,0 +1,329 @@
+import { createClient, createConfig } from "@hey-api/client-fetch";
+import { getEnv } from "@llamaindex/env";
+import {
+  aggregateAgentDataApiV1BetaAgentDataAggregatePost,
+  createAgentDataApiV1BetaAgentDataPost,
+  deleteAgentDataApiV1BetaAgentDataItemIdDelete,
+  getAgentDataApiV1BetaAgentDataItemIdGet,
+  searchAgentDataApiV1BetaAgentDataSearchPost,
+  updateAgentDataApiV1BetaAgentDataItemIdPut,
+  type AgentData,
+  type AggregateGroup,
+} from "../../client";
+import type {
+  AggregateAgentDataOptions,
+  SearchAgentDataOptions,
+  TypedAgentData,
+  TypedAgentDataItems,
+  TypedAggregateGroup,
+  TypedAggregateGroupItems,
+} from "./types";
+
+/**
+ * Async client for agent data operations
+ */
+export class AgentClient<T = unknown> {
+  private client: ReturnType<typeof createClient>;
+  private baseUrl: string;
+  private headers: Record<string, string>;
+  private collection: string;
+  private agentUrlId: string;
+
+  constructor({
+    apiKey = getEnv("LLAMA_CLOUD_API_KEY"),
+    baseUrl = "https://api.cloud.llamaindex.ai/",
+    collection = "default",
+    agentUrlId = "_public",
+  }: {
+    apiKey?: string;
+    baseUrl?: string;
+    collection?: string;
+    agentUrlId?: string;
+  }) {
+    this.baseUrl = baseUrl;
+
+    this.headers = {
+      "X-SDK-Name": "llamaindex-ts",
+      ...(apiKey && { Authorization: `Bearer ${apiKey}` }),
+    };
+
+    this.client = createClient(
+      createConfig({
+        baseUrl: this.baseUrl,
+        headers: this.headers,
+      }),
+    );
+
+    this.collection = collection;
+    this.agentUrlId = agentUrlId;
+  }
+
+  /**
+   * Create new agent data
+   */
+  async createItem(data: T): Promise<TypedAgentData<T>> {
+    const response = await createAgentDataApiV1BetaAgentDataPost({
+      throwOnError: true,
+      body: {
+        agent_slug: this.agentUrlId,
+        collection: this.collection,
+        data: data as Record<string, unknown>,
+      },
+      client: this.client,
+    });
+
+    return this.transformResponse(response.data);
+  }
+
+  /**
+   * Get agent data by ID
+   */
+  async getItem(id: string): Promise<TypedAgentData<T> | null> {
+    try {
+      const response = await getAgentDataApiV1BetaAgentDataItemIdGet({
+        throwOnError: true,
+        path: { item_id: id },
+        client: this.client,
+      });
+
+      return this.transformResponse(response.data);
+    } catch (error) {
+      if (
+        error instanceof Error &&
+        "response" in error &&
+        (error as { response?: { status?: number } }).response?.status === 404
+      ) {
+        return null;
+      }
+      throw error;
+    }
+  }
+
+  /**
+   * Update agent data
+   */
+  async updateItem(id: string, data: T): Promise<TypedAgentData<T>> {
+    const response = await updateAgentDataApiV1BetaAgentDataItemIdPut({
+      throwOnError: true,
+      path: { item_id: id },
+      body: {
+        data: data as Record<string, unknown>,
+      },
+      client: this.client,
+    });
+
+    return this.transformResponse(response.data);
+  }
+
+  /**
+   * Delete agent data
+   */
+  async deleteItem(id: string): Promise<void> {
+    await deleteAgentDataApiV1BetaAgentDataItemIdDelete({
+      throwOnError: true,
+      path: { item_id: id },
+      client: this.client,
+    });
+  }
+
+  /**
+   * Search agent data
+   */
+  async search(
+    options: SearchAgentDataOptions,
+  ): Promise<TypedAgentDataItems<T>> {
+    const response = await searchAgentDataApiV1BetaAgentDataSearchPost({
+      throwOnError: true,
+      body: {
+        agent_slug: this.agentUrlId,
+        ...(this.collection !== undefined && {
+          collection: this.collection,
+        }),
+        ...(options.filter !== undefined && { filter: options.filter }),
+        ...(options.orderBy !== undefined && { order_by: options.orderBy }),
+        ...(options.pageSize !== undefined && { page_size: options.pageSize }),
+        ...(options.offset !== undefined && { offset: options.offset }),
+        ...(options.includeTotal !== undefined && {
+          include_total: options.includeTotal,
+        }),
+      },
+      client: this.client,
+    });
+
+    const result: TypedAgentDataItems<T> = {
+      items: response.data.items.map((item: AgentData) =>
+        this.transformResponse(item),
+      ),
+    };
+
+    if (
+      response.data.total_size !== null &&
+      response.data.total_size !== undefined
+    ) {
+      result.totalSize = response.data.total_size;
+    }
+
+    if (
+      response.data.next_page_token !== null &&
+      response.data.next_page_token !== undefined
+    ) {
+      result.nextPageToken = response.data.next_page_token;
+    }
+
+    return result;
+  }
+
+  /**
+   * Aggregate agent data into groups
+   */
+  async aggregate(
+    options: AggregateAgentDataOptions,
+  ): Promise<TypedAggregateGroupItems<T>> {
+    const response = await aggregateAgentDataApiV1BetaAgentDataAggregatePost({
+      throwOnError: true,
+      body: {
+        agent_slug: this.agentUrlId,
+        ...(this.collection !== undefined && {
+          collection: this.collection,
+        }),
+        ...(options.filter !== undefined && { filter: options.filter }),
+        ...(options.groupBy !== undefined && { group_by: options.groupBy }),
+        ...(options.count !== undefined && { count: options.count }),
+        ...(options.first !== undefined && { first: options.first }),
+        ...(options.orderBy !== undefined && { order_by: options.orderBy }),
+        ...(options.offset !== undefined && { offset: options.offset }),
+        ...(options.pageSize !== undefined && { page_size: options.pageSize }),
+      },
+      client: this.client,
+    });
+
+    const result: TypedAggregateGroupItems<T> = {
+      items: response.data.items.map((item) =>
+        this.transformAggregateResponse(item),
+      ),
+    };
+
+    if (
+      response.data.total_size !== null &&
+      response.data.total_size !== undefined
+    ) {
+      result.totalSize = response.data.total_size;
+    }
+
+    if (
+      response.data.next_page_token !== null &&
+      response.data.next_page_token !== undefined
+    ) {
+      result.nextPageToken = response.data.next_page_token;
+    }
+
+    return result;
+  }
+
+  /**
+   * Transform API response to typed data
+   */
+  private transformResponse(data: AgentData): TypedAgentData<T> {
+    const result: TypedAgentData<T> = {
+      id: data.id!,
+      agentUrlId: data.agent_slug,
+      data: data.data as T,
+      createdAt: new Date(data.created_at!),
+      updatedAt: new Date(data.updated_at!),
+    };
+
+    if (data.collection !== undefined) {
+      result.collection = data.collection;
+    }
+
+    return result;
+  }
+
+  /**
+   * Transform API aggregate response to typed data
+   */
+  private transformAggregateResponse(
+    data: AggregateGroup,
+  ): TypedAggregateGroup<T> {
+    const result: TypedAggregateGroup<T> = {
+      groupKey: data.group_key,
+    };
+
+    if (data.count !== null && data.count !== undefined) {
+      result.count = data.count;
+    }
+
+    if (data.first_item !== null && data.first_item !== undefined) {
+      result.firstItem = data.first_item as T;
+    }
+
+    return result;
+  }
+}
+
+export interface AgentDataClientOptions<T = unknown> {
+  /** API key for the client */
+  apiKey?: string;
+  /** Base URL for the client */
+  /** Base URL of the llama cloud api */
+  baseUrl?: string;
+  /** If running in an agent runtime, optionally provide the window url to infer the agent url id */
+  windowUrl?: string;
+  /** Agent URL ID for the client, if not provided, it will be inferred from the window url, or fall back to "default" */
+  agentUrlId?: string;
+  /** Collection name for the client, defaults to "default" */
+  collection?: string;
+}
+/**
+ * Create a new AsyncAgentDataClient instance. Does it's best to infer an agent url id from environment.
+ * Pass in the window url and/or env to infer the agent url id from them.
+ * @param options - The options for the client
+ * @returns A new AgentClient instance
+ */
+export function createAgentDataClient<T = unknown>({
+  apiKey,
+  baseUrl,
+  windowUrl,
+  env,
+  agentUrlId,
+  collection = "default",
+}: {
+  apiKey?: string;
+  baseUrl?: string;
+  windowUrl?: string;
+  env?: Record<string, string>;
+  agentUrlId?: string;
+  collection?: string;
+} = {}): AgentClient<T> {
+  if (env && !agentUrlId) {
+    agentUrlId =
+      env.LLAMA_DEPLOY_DEPLOYMENT_NAME ||
+      env.NEXT_PUBLIC_LLAMA_DEPLOY_DEPLOYMENT_NAME ||
+      env.VITE_LLAMA_DEPLOY_DEPLOYMENT_NAME;
+  }
+  if (windowUrl && !agentUrlId) {
+    try {
+      const url = new URL(windowUrl);
+      const path = url.pathname;
+      const isLocalhost = // local agents should default to _public, otherwise a full deployment is required
+        url.hostname.includes("localhost") ||
+        url.hostname.includes("127.0.0.1");
+      if (path.startsWith("/deployments/") && !isLocalhost) {
+        // /deployments/<agent-url-id>/ui/ -> ["", "deployments", "<agent-url-id>", "ui"]
+        agentUrlId = path.split("/")[2];
+      }
+    } catch (error) {
+      console.warn(
+        "Failed to infer agent url id from window url, falling back to default",
+        error,
+      );
+    }
+  }
+
+  return new AgentClient({
+    ...(apiKey && { apiKey }),
+    ...(baseUrl && { baseUrl }),
+    ...(agentUrlId && { agentUrlId }),
+    collection,
+  });
+}
@@ -0,0 +1,23 @@
+// Deprecation warning
+console.warn(`
+The package @llamaindex/cloud has been deprecated since version 4.1.0
+ * Please migrate to llama-cloud-services.
+ * See the documentation: https://docs.cloud.llamaindex.ai
+`);
+
+export { AgentClient, createAgentDataClient } from "./client";
+
+export type {
+  AggregateAgentDataOptions,
+  ComparisonOperator,
+  ExtractedData,
+  FilterOperation,
+  SearchAgentDataOptions,
+  StatusType,
+  TypedAgentData,
+  TypedAgentDataItems,
+  TypedAggregateGroup,
+  TypedAggregateGroupItems,
+} from "./types";
+
+export { StatusType as StatusTypeEnum } from "./types";
@@ -0,0 +1,163 @@
+import type { FilterOperation as RawFilterOperation } from "../../client/types.gen";
+/**
+ * Status types for agent data processing
+ */
+export const StatusType = {
+  ERROR: "error",
+  ACCEPTED: "accepted",
+  REJECTED: "rejected",
+  PENDING_REVIEW: "pending_review",
+} as const;
+
+export type StatusType = (typeof StatusType)[keyof typeof StatusType];
+
+export const ComparisonOperator = {
+  GT: "gt",
+  GTE: "gte",
+  LT: "lt",
+  LTE: "lte",
+  EQ: "eq",
+  INCLUDES: "includes",
+} as const;
+
+export type ComparisonOperator =
+  (typeof ComparisonOperator)[keyof typeof ComparisonOperator];
+
+/**
+ * Filter operation for searching/filtering agent data
+ */
+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
+ */
+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;
+  /** The status of the extracted data. Prefer to use the StatusType values, but any string is allowed. */
+  status: StatusType | string;
+  /** 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. */
+  file_name?: string;
+  /** The hash of the file that was used to extract the data. */
+  file_hash?: string;
+  /** Additional metadata about the extracted data, such as errors, tokens, etc. */
+  metadata?: Record<string, unknown>;
+}
+
+/**
+ * TypedAgentData interface for typed agent data
+ */
+export interface TypedAgentData<T = unknown> {
+  /** The unique ID of the agent data record. */
+  id: string;
+  /** The ID of the agent that created the data. */
+  agentUrlId: string;
+  /** The collection of the agent data. */
+  collection?: string;
+  /** The data of the agent data. Usually an ExtractedData&lt;SomeOtherType&gt; */
+  data: T;
+  /** The date and time the data was created. */
+  createdAt: Date;
+  /** The date and time the data was last updated. */
+  updatedAt: Date;
+}
+
+/**
+ * Paginated response of typed agent data items
+ */
+export interface TypedAgentDataItems<T = unknown> {
+  items: TypedAgentData<T>[];
+  totalSize?: number;
+  nextPageToken?: string;
+}
+
+/**
+ * Options for listing agent data
+ */
+export interface SearchAgentDataOptions {
+  /** Filter options for the list. */
+  filter?: Record<string, FilterOperation>;
+  /** Order by options for the list. */
+  orderBy?: string;
+  /** Page size for the list. */
+  pageSize?: number;
+  /** Offset for the list. */
+  offset?: number;
+  /**
+   * Whether to include the total number of items in the response.
+   * Should use only for first request to build total pagination, and not subsequent requests.
+   */
+  includeTotal?: boolean;
+}
+
+/**
+ * Options for aggregating agent data
+ */
+export interface AggregateAgentDataOptions {
+  /** Filter options for the aggregation. */
+  filter?: Record<string, FilterOperation>;
+  /** Fields to group by. */
+  groupBy?: string[];
+  /** Whether to count the number of items in each group. */
+  count?: boolean;
+  /** Whether to return the first item in each group. */
+  first?: boolean;
+  /** Order by options for the aggregation. */
+  orderBy?: string;
+  /** Offset for the aggregation. */
+  offset?: number;
+  /** Page size for the aggregation. */
+  pageSize?: number;
+}
+
+/**
+ * Single aggregation group result
+ */
+export interface TypedAggregateGroup<T = unknown> {
+  /** The group key values */
+  groupKey: Record<string, unknown>;
+  /** Count of items in the group */
+  count?: number;
+  /** First item in the group */
+  firstItem?: T;
+}
+
+/**
+ * Paginated response of aggregated agent data
+ */
+export interface TypedAggregateGroupItems<T = unknown> {
+  items: TypedAggregateGroup<T>[];
+  totalSize?: number;
+  nextPageToken?: string;
+}
@@ -0,0 +1,55 @@
+import { workflowEvent } from "@llama-flow/core";
+import { zodEvent } from "@llama-flow/core/util/zod";
+import { z } from "zod";
+import { parseFormSchema } from "./schema";
+
+export const uploadEvent = zodEvent(
+  parseFormSchema.merge(
+    z.object({
+      file: z
+        .string()
+        .or(z.instanceof(File))
+        .or(z.instanceof(Blob))
+        .or(z.instanceof(Uint8Array))
+        .optional()
+        .describe("input"),
+    }),
+  ),
+  {
+    debugLabel: "upload",
+    uniqueId: "52099967-34a8-419b-8950-c859eab60145",
+  },
+);
+export const checkStatusEvent = workflowEvent<string>({
+  debugLabel: "check-status",
+  uniqueId: "462157fc-1ded-4ba7-9bc4-3e870395bd20",
+});
+export const checkStatusSuccessEvent = workflowEvent<string>({
+  debugLabel: "check-status-success",
+  uniqueId: "360b7641-30f7-456e-851d-104bb5e3f8d2",
+});
+export const requestMarkdownEvent = workflowEvent<string>({
+  debugLabel: "markdown-request",
+  uniqueId: "aa4c2e3c-0f09-4035-aab6-c72719c877cc",
+});
+export const requestTextEvent = workflowEvent<string>({
+  debugLabel: "text-request",
+  uniqueId: "6976536e-5399-4285-9455-0b70f1dfc92b",
+});
+export const requestJsonEvent = workflowEvent<string>({
+  debugLabel: "json-request",
+  uniqueId: "9fc4a330-52ad-4aac-8092-a650998b7f6f",
+});
+
+export const markdownResultEvent = workflowEvent<string>({
+  debugLabel: "markdown-result",
+  uniqueId: "2dfb57c8-73d1-4394-bea8-f05246d934d4",
+});
+export const textResultEvent = workflowEvent<string>({
+  debugLabel: "text-result",
+  uniqueId: "a27deec6-b24f-4eda-a5ac-ba2fb2bf37c8",
+});
+export const jsonResultEvent = workflowEvent<unknown>({
+  debugLabel: "json-result",
+  uniqueId: "e086e6bd-a612-4f25-ab41-9b31dcb8af86",
+});
@@ -0,0 +1,232 @@
+// Deprecation warning
+console.warn(`
+The package @llamaindex/cloud has been deprecated since version 4.1.0
+ * Please migrate to llama-cloud-services.
+ * See the documentation: https://docs.cloud.llamaindex.ai
+`);
+
+import { createClient, createConfig } from "@hey-api/client-fetch";
+import { createWorkflow, type InferWorkflowEventData } from "@llama-flow/core";
+import { createStatefulMiddleware } from "@llama-flow/core/middleware/state";
+import { withTraceEvents } from "@llama-flow/core/middleware/trace-events";
+import { pRetryHandler } from "@llama-flow/core/util/p-retry";
+import { fs, getEnv, path } from "@llamaindex/env";
+import {
+  type BodyUploadFileApiV1ParsingUploadPost,
+  getJobApiV1ParsingJobJobIdGet,
+  getJobJsonResultApiV1ParsingJobJobIdResultJsonGet,
+  getJobResultApiV1ParsingJobJobIdResultMarkdownGet,
+  getJobTextResultApiV1ParsingJobJobIdResultTextGet,
+  type StatusEnum,
+  uploadFileApiV1ParsingUploadPost,
+} from "./client";
+import {
+  checkStatusEvent,
+  checkStatusSuccessEvent,
+  jsonResultEvent,
+  markdownResultEvent,
+  requestJsonEvent,
+  requestMarkdownEvent,
+  requestTextEvent,
+  textResultEvent,
+  uploadEvent,
+} from "./events";
+
+export type LlamaParseWorkflowParams = {
+  region?: "us" | "eu" | "us-staging";
+  apiKey?: string;
+};
+
+const URLS = {
+  us: "https://api.cloud.llamaindex.ai",
+  eu: "https://api.cloud.eu.llamaindex.ai",
+  "us-staging": "https://api.staging.llamaindex.ai",
+} as const;
+
+const { withState, getContext } = createStatefulMiddleware(
+  (params: LlamaParseWorkflowParams) => {
+    const apiKey = params.apiKey ?? getEnv("LLAMA_CLOUD_API_KEY");
+    const region = params.region ?? "us";
+    if (!apiKey) {
+      throw new Error("LLAMA_CLOUD_API_KEY is not set");
+    }
+    return {
+      cache: {} as Record<string, StatusEnum>,
+      client: createClient(
+        createConfig({
+          baseUrl: URLS[region],
+          headers: {
+            Authorization: `Bearer ${apiKey}`,
+          },
+        }),
+      ),
+    };
+  },
+);
+
+const llamaParseWorkflow = withState(withTraceEvents(createWorkflow()));
+
+llamaParseWorkflow.handle([uploadEvent], async ({ data: form }) => {
+  const { state } = getContext();
+  const finalForm = { ...form };
+  if ("file" in form) {
+    // support loads from the file system
+    const file = form?.file;
+    const isFilePath = typeof file === "string";
+    const data = isFilePath ? await fs.readFile(file) : file;
+    const filename: string | undefined = isFilePath
+      ? path.basename(file)
+      : undefined;
+    finalForm.file = data
+      ? globalThis.File && filename
+        ? new File([data], filename)
+        : new Blob([data])
+      : undefined;
+  }
+  const {
+    data: { id, status },
+  } = await uploadFileApiV1ParsingUploadPost({
+    throwOnError: true,
+    body: {
+      ...finalForm,
+    } as BodyUploadFileApiV1ParsingUploadPost,
+    client: state.client,
+  });
+  state.cache[id] = status;
+  return checkStatusEvent.with(id);
+});
+
+llamaParseWorkflow.handle(
+  [checkStatusEvent],
+  pRetryHandler(
+    async ({ data: uuid }) => {
+      const { state } = getContext();
+      if (state.cache[uuid] === "SUCCESS") {
+        return checkStatusSuccessEvent.with(uuid);
+      }
+      const {
+        data: { status },
+      } = await getJobApiV1ParsingJobJobIdGet({
+        throwOnError: true,
+        path: {
+          job_id: uuid,
+        },
+        client: state.client,
+      });
+      state.cache[uuid] = status;
+      if (status === "SUCCESS") {
+        return checkStatusSuccessEvent.with(uuid);
+      }
+      throw new Error(`LLamaParse status: ${status}`);
+    },
+    {
+      retries: 100,
+    },
+  ),
+);
+
+//#region sub workflow
+llamaParseWorkflow.handle([requestMarkdownEvent], async ({ data: job_id }) => {
+  const { state } = getContext();
+  const { data } = await getJobResultApiV1ParsingJobJobIdResultMarkdownGet({
+    throwOnError: true,
+    path: {
+      job_id,
+    },
+    client: state.client,
+  });
+  return markdownResultEvent.with(data.markdown);
+});
+
+llamaParseWorkflow.handle([requestTextEvent], async ({ data: job_id }) => {
+  const { state } = getContext();
+  const { data } = await getJobTextResultApiV1ParsingJobJobIdResultTextGet({
+    throwOnError: true,
+    path: {
+      job_id,
+    },
+    client: state.client,
+  });
+  return textResultEvent.with(data.text);
+});
+
+llamaParseWorkflow.handle([requestJsonEvent], async ({ data: job_id }) => {
+  const { state } = getContext();
+  const { data } = await getJobJsonResultApiV1ParsingJobJobIdResultJsonGet({
+    throwOnError: true,
+    path: {
+      job_id,
+    },
+    client: state.client,
+  });
+  return jsonResultEvent.with(data.pages);
+});
+//#endregion
+
+export type ParseJob = {
+  get jobId(): string;
+  get signal(): AbortSignal;
+  get context(): ReturnType<typeof llamaParseWorkflow.createContext>;
+  get form(): InferWorkflowEventData<typeof uploadEvent>;
+
+  markdown(): Promise<string>;
+  text(): Promise<string>;
+  //eslint-disable-next-line @typescript-eslint/no-explicit-any
+  json(): Promise<any[]>;
+};
+
+export const upload = async (
+  params: InferWorkflowEventData<typeof uploadEvent> & LlamaParseWorkflowParams,
+): Promise<ParseJob> => {
+  //#region upload event
+  const context = llamaParseWorkflow.createContext(params);
+  const { stream, sendEvent } = context;
+  const ev = uploadEvent.with(params);
+  sendEvent(ev);
+
+  const uploadThread = await llamaParseWorkflow
+    .substream(ev, stream)
+    .until((ev) => checkStatusSuccessEvent.include(ev))
+    .toArray();
+  //#region
+  const jobId: string = uploadThread.at(-1)!.data;
+  return {
+    get signal() {
+      // lazy load
+      return context.signal;
+    },
+    get jobId() {
+      return jobId;
+    },
+    get form() {
+      return ev.data;
+    },
+    get context() {
+      return context;
+    },
+    async markdown(): Promise<string> {
+      const requestEv = requestMarkdownEvent.with(jobId);
+      const { sendEvent, stream } = llamaParseWorkflow.createContext(params);
+      sendEvent(requestEv);
+      const markdownThread = await stream.until(markdownResultEvent).toArray();
+      return markdownThread.at(-1)!.data;
+    },
+    async text(): Promise<string> {
+      const requestEv = requestTextEvent.with(jobId);
+      const { sendEvent, stream } = llamaParseWorkflow.createContext(params);
+      sendEvent(requestEv);
+      const textThread = await stream.until(textResultEvent).toArray();
+      return textThread.at(-1)!.data;
+    },
+    //eslint-disable-next-line @typescript-eslint/no-explicit-any
+    async json(): Promise<any[]> {
+      const requestEv = requestJsonEvent.with(jobId);
+      const { sendEvent, stream } = llamaParseWorkflow.createContext(params);
+      sendEvent(requestEv);
+      const jsonThread = await stream
+        .until((ev) => jsonResultEvent.include(ev))
+        .toArray();
+      return jsonThread.at(-1)!.data;
+    },
+  };
+};
@@ -0,0 +1,781 @@
+/* eslint-disable @typescript-eslint/no-explicit-any */
+import { type Client, createClient, createConfig } from "@hey-api/client-fetch";
+import { Document, FileReader } from "@llamaindex/core/schema";
+import { fs, getEnv, path } from "@llamaindex/env";
+import {
+  type BodyUploadFileApiParsingUploadPost,
+  type FailPageMode,
+  type ParserLanguages,
+  type ParsingMode,
+  getJobApiV1ParsingJobJobIdGet,
+  getJobImageResultApiV1ParsingJobJobIdResultImageNameGet,
+  getJobJsonResultApiV1ParsingJobJobIdResultJsonGet,
+  getJobResultApiV1ParsingJobJobIdResultMarkdownGet,
+  getJobTextResultApiV1ParsingJobJobIdResultTextGet,
+  uploadFileApiV1ParsingUploadPost,
+} from "./api";
+import { sleep } from "./utils";
+
+export type Language = ParserLanguages;
+export type ResultType = "text" | "markdown" | "json";
+
+// Export the backoff pattern type.
+export type BackoffPattern = "constant" | "linear" | "exponential";
+
+// TODO: should move into @llamaindex/env
+type WriteStream = {
+  write: (text: string) => void;
+};
+
+// Do not modify this variable or cause type errors
+// eslint-disable-next-line no-var
+var process: any;
+
+/**
+ * Represents a reader for parsing files using the LlamaParse API.
+ * See https://github.com/run-llama/llama_parse
+ */
+export class LlamaParseReader extends FileReader {
+  project_id?: string | undefined;
+  organization_id?: string | undefined;
+  // The API key for the LlamaParse API. Can be set as an environment variable: LLAMA_CLOUD_API_KEY
+  apiKey: string;
+  // The base URL of the Llama Cloud Platform.
+  baseUrl: string = "https://api.cloud.llamaindex.ai";
+  // The result type for the parser.
+  resultType: ResultType = "text";
+  // The interval in seconds to check if the parsing is done.
+  checkInterval: number = 1;
+  // The maximum timeout in seconds to wait for the parsing to finish.
+  maxTimeout = 2000;
+  // Whether to print the progress of the parsing.
+  verbose = true;
+  // The language to parse the file in.
+  language: ParserLanguages[] = ["en"];
+
+  // New polling options:
+  // Controls the backoff mode: "constant", "linear", or "exponential".
+  backoffPattern: BackoffPattern = "linear";
+  // Maximum interval in seconds between polls.
+  maxCheckInterval: number = 5;
+  // Maximum number of retryable errors before giving up.
+  maxErrorCount: number = 4;
+
+  // The parsing instruction for the parser. Backend default is an empty string.
+  parsingInstruction?: string | undefined;
+  // Whether to ignore diagonal text (when the text rotation in degrees is not 0, 90, 180, or 270). Backend default is false.
+  skipDiagonalText?: boolean | undefined;
+  // Whether to ignore the cache and re-process the document. Documents are cached for 48 hours after job completion. Backend default is false.
+  invalidateCache?: boolean | undefined;
+  // Whether the document should not be cached. Backend default is false.
+  doNotCache?: boolean | undefined;
+  // Whether to use a faster mode to extract text (skipping OCR and table/heading reconstruction). Not compatible with gpt4oMode. Backend default is false.
+  fastMode?: boolean | undefined;
+  // Whether to keep columns in the text according to document layout. May reduce reconstruction accuracy and LLM/embedings performance.
+  doNotUnrollColumns?: boolean | undefined;
+  // A templated page separator for splitting text. If not set, default is "\n---\n".
+  pageSeparator?: string | undefined;
+  // A templated prefix to add at the beginning of each page.
+  pagePrefix?: string | undefined;
+  // A templated suffix to add at the end of each page.
+  pageSuffix?: string | undefined;
+  // Deprecated. Use vendorMultimodal params. Whether to use gpt-4o to extract text.
+  gpt4oMode: boolean = false;
+  // Deprecated. Use vendorMultimodal params. The API key for GPT-4o. Can be set via LLAMA_CLOUD_GPT4O_API_KEY.
+  gpt4oApiKey?: string | undefined;
+  // The bounding box margins as a string.
+  boundingBox?: string | undefined;
+  // The target pages (comma separated list, starting at 0).
+  targetPages?: string | undefined;
+  // Whether to ignore errors during parsing.
+  ignoreErrors: boolean = true;
+  // Whether to split by page using the pageSeparator (or "\n---\n" as default).
+  splitByPage: boolean = true;
+  // Whether to use the vendor multimodal API.
+  useVendorMultimodalModel: boolean = false;
+  // The model name for the vendor multimodal API.
+  vendorMultimodalModelName?: string | undefined;
+  // The API key for the multimodal API. Can be set via LLAMA_CLOUD_VENDOR_MULTIMODAL_API_KEY.
+  vendorMultimodalApiKey?: string | undefined;
+
+  webhookUrl?: string | undefined;
+  premiumMode?: boolean | undefined;
+  takeScreenshot?: boolean | undefined;
+  disableOcr?: boolean | undefined;
+  disableReconstruction?: boolean | undefined;
+  inputS3Path?: string | undefined;
+  outputS3PathPrefix?: string | undefined;
+  continuousMode?: boolean | undefined;
+  isFormattingInstruction?: boolean | undefined;
+  annotateLinks?: boolean | undefined;
+  azureOpenaiDeploymentName?: string | undefined;
+  azureOpenaiEndpoint?: string | undefined;
+  azureOpenaiApiVersion?: string | undefined;
+  azureOpenaiKey?: string | undefined;
+  auto_mode?: boolean | undefined;
+  auto_mode_trigger_on_image_in_page?: boolean | undefined;
+  auto_mode_trigger_on_table_in_page?: boolean | undefined;
+  auto_mode_trigger_on_text_in_page?: string | undefined;
+  auto_mode_trigger_on_regexp_in_page?: string | undefined;
+  bbox_bottom?: number | undefined;
+  bbox_left?: number | undefined;
+  bbox_right?: number | undefined;
+  bbox_top?: number | undefined;
+  disable_image_extraction?: boolean | undefined;
+  extract_charts?: boolean | undefined;
+  guess_xlsx_sheet_name?: boolean | undefined;
+  html_make_all_elements_visible?: boolean | undefined;
+  html_remove_fixed_elements?: boolean | undefined;
+  html_remove_navigation_elements?: boolean | undefined;
+  http_proxy?: string | undefined;
+  input_url?: string | undefined;
+  max_pages?: number | undefined;
+  output_pdf_of_document?: boolean | undefined;
+  structured_output?: boolean | undefined;
+  structured_output_json_schema?: string | undefined;
+  structured_output_json_schema_name?: string | undefined;
+  extract_layout?: boolean | undefined;
+
+  // numWorkers is implemented in SimpleDirectoryReader
+  stdout?: WriteStream | undefined;
+
+  readonly #client: Client;
+
+  output_tables_as_HTML: boolean = false;
+  input_s3_region?: string | undefined;
+  output_s3_region?: string | undefined;
+  preserve_layout_alignment_across_pages?: boolean | undefined;
+  spreadsheet_extract_sub_tables?: boolean | undefined;
+  formatting_instruction?: string | undefined;
+  parse_mode?: ParsingMode | undefined;
+  system_prompt?: string | undefined;
+  system_prompt_append?: string | undefined;
+  user_prompt?: string | undefined;
+  job_timeout_in_seconds?: number | undefined;
+  job_timeout_extra_time_per_page_in_seconds?: number | undefined;
+  strict_mode_image_extraction?: boolean | undefined;
+  strict_mode_image_ocr?: boolean | undefined;
+  strict_mode_reconstruction?: boolean | undefined;
+  strict_mode_buggy_font?: boolean | undefined;
+  ignore_document_elements_for_layout_detection?: boolean | undefined;
+  complemental_formatting_instruction?: string | undefined;
+  content_guideline_instruction?: string | undefined;
+  adaptive_long_table?: boolean | undefined;
+  model?: string | undefined;
+  auto_mode_configuration_json?: string | undefined;
+  compact_markdown_table?: boolean | undefined;
+  markdown_table_multiline_header_separator?: string | undefined;
+  page_error_tolerance?: number | undefined;
+  replace_failed_page_mode?: FailPageMode | undefined;
+  replace_failed_page_with_error_message_prefix?: string | undefined;
+  replace_failed_page_with_error_message_suffix?: string | undefined;
+  save_images?: boolean | undefined;
+  preset?: string | undefined;
+  high_res_ocr?: boolean | undefined;
+  outlined_table_extraction?: boolean | undefined;
+  hide_headers?: boolean | undefined;
+  hide_footers?: boolean | undefined;
+  page_header_prefix?: string | undefined;
+  page_header_suffix?: string | undefined;
+  page_footer_prefix?: string | undefined;
+  page_footer_suffix?: string | undefined;
+  merge_tables_across_pages_in_markdown?: boolean | undefined;
+
+  constructor(
+    params: Partial<Omit<LlamaParseReader, "language" | "apiKey">> & {
+      language?: ParserLanguages | ParserLanguages[] | undefined;
+      apiKey?: string | undefined;
+    } = {},
+  ) {
+    super();
+    Object.assign(this, params);
+    this.language = Array.isArray(this.language)
+      ? this.language
+      : [this.language];
+    this.stdout =
+      (params.stdout ?? typeof process !== "undefined")
+        ? process!.stdout
+        : undefined;
+    const apiKey = params.apiKey ?? getEnv("LLAMA_CLOUD_API_KEY");
+    if (!apiKey) {
+      throw new Error(
+        "API Key is required for LlamaParseReader. Please pass the apiKey parameter or set the LLAMA_CLOUD_API_KEY environment variable.",
+      );
+    }
+    this.apiKey = apiKey;
+    if (this.baseUrl.endsWith("/")) {
+      this.baseUrl = this.baseUrl.slice(0, -1);
+    }
+    if (this.baseUrl.endsWith("/api/parsing")) {
+      this.baseUrl = this.baseUrl.slice(0, -"/api/parsing".length);
+    }
+
+    if (params.gpt4oMode) {
+      params.gpt4oApiKey =
+        params.gpt4oApiKey ?? getEnv("LLAMA_CLOUD_GPT4O_API_KEY");
+
+      this.gpt4oApiKey = params.gpt4oApiKey;
+    }
+    if (params.useVendorMultimodalModel) {
+      params.vendorMultimodalApiKey =
+        params.vendorMultimodalApiKey ??
+        getEnv("LLAMA_CLOUD_VENDOR_MULTIMODAL_API_KEY");
+
+      this.vendorMultimodalApiKey = params.vendorMultimodalApiKey;
+    }
+
+    this.#client = createClient(
+      createConfig({
+        headers: {
+          Authorization: `Bearer ${this.apiKey}`,
+        },
+        baseUrl: this.baseUrl,
+      }),
+    );
+  }
+
+  /**
+   * Creates a job for the LlamaParse API.
+   *
+   * @param data - The file data as a Uint8Array.
+   * @param filename - Optional filename for the file.
+   * @returns A Promise resolving to the job ID as a string.
+   */
+  async #createJob(
+    data: Uint8Array | string,
+    filename?: string,
+  ): Promise<string> {
+    if (this.verbose) {
+      console.log("Started uploading the file");
+    }
+
+    let file: File | Blob | null = null;
+    let input_s3_path: string | undefined = this.inputS3Path;
+    let input_url: string | undefined = this.input_url;
+    if (typeof data !== "string") {
+      // TODO: remove Blob usage when we drop Node.js 18 support
+      file =
+        globalThis.File && filename
+          ? new File([data], filename)
+          : new Blob([data]);
+    } else if (data.startsWith("s3://")) {
+      input_s3_path = data;
+    } else if (data.startsWith("http://") || data.startsWith("https://")) {
+      input_url = data;
+    }
+
+    const body = {
+      file,
+      input_s3_path,
+      input_url,
+      language: this.language,
+      parsing_instruction: this.parsingInstruction,
+      skip_diagonal_text: this.skipDiagonalText,
+      invalidate_cache: this.invalidateCache,
+      do_not_cache: this.doNotCache,
+      fast_mode: this.fastMode,
+      do_not_unroll_columns: this.doNotUnrollColumns,
+      page_separator: this.pageSeparator,
+      page_prefix: this.pagePrefix,
+      page_suffix: this.pageSuffix,
+      gpt4o_mode: this.gpt4oMode,
+      gpt4o_api_key: this.gpt4oApiKey,
+      bounding_box: this.boundingBox,
+      target_pages: this.targetPages,
+      use_vendor_multimodal_model: this.useVendorMultimodalModel,
+      vendor_multimodal_model_name: this.vendorMultimodalModelName,
+      vendor_multimodal_api_key: this.vendorMultimodalApiKey,
+      premium_mode: this.premiumMode,
+      webhook_url: this.webhookUrl,
+      take_screenshot: this.takeScreenshot,
+      disable_ocr: this.disableOcr,
+      disable_reconstruction: this.disableReconstruction,
+      output_s3_path_prefix: this.outputS3PathPrefix,
+      continuous_mode: this.continuousMode,
+      is_formatting_instruction: this.isFormattingInstruction,
+      annotate_links: this.annotateLinks,
+      azure_openai_deployment_name: this.azureOpenaiDeploymentName,
+      azure_openai_endpoint: this.azureOpenaiEndpoint,
+      azure_openai_api_version: this.azureOpenaiApiVersion,
+      azure_openai_key: this.azureOpenaiKey,
+      auto_mode: this.auto_mode,
+      auto_mode_trigger_on_image_in_page:
+        this.auto_mode_trigger_on_image_in_page,
+      auto_mode_trigger_on_table_in_page:
+        this.auto_mode_trigger_on_table_in_page,
+      auto_mode_trigger_on_text_in_page: this.auto_mode_trigger_on_text_in_page,
+      auto_mode_trigger_on_regexp_in_page:
+        this.auto_mode_trigger_on_regexp_in_page,
+      bbox_bottom: this.bbox_bottom,
+      bbox_left: this.bbox_left,
+      bbox_right: this.bbox_right,
+      bbox_top: this.bbox_top,
+      disable_image_extraction: this.disable_image_extraction,
+      extract_charts: this.extract_charts,
+      guess_xlsx_sheet_name: this.guess_xlsx_sheet_name,
+      html_make_all_elements_visible: this.html_make_all_elements_visible,
+      html_remove_fixed_elements: this.html_remove_fixed_elements,
+      html_remove_navigation_elements: this.html_remove_navigation_elements,
+      http_proxy: this.http_proxy,
+      max_pages: this.max_pages,
+      output_pdf_of_document: this.output_pdf_of_document,
+      structured_output: this.structured_output,
+      structured_output_json_schema: this.structured_output_json_schema,
+      structured_output_json_schema_name:
+        this.structured_output_json_schema_name,
+      extract_layout: this.extract_layout,
+      output_tables_as_HTML: this.output_tables_as_HTML,
+      input_s3_region: this.input_s3_region,
+      output_s3_region: this.output_s3_region,
+      preserve_layout_alignment_across_pages:
+        this.preserve_layout_alignment_across_pages,
+      spreadsheet_extract_sub_tables: this.spreadsheet_extract_sub_tables,
+      formatting_instruction: this.formatting_instruction,
+      parse_mode: this.parse_mode,
+      system_prompt: this.system_prompt,
+      system_prompt_append: this.system_prompt_append,
+      user_prompt: this.user_prompt,
+      job_timeout_in_seconds: this.job_timeout_in_seconds,
+      job_timeout_extra_time_per_page_in_seconds:
+        this.job_timeout_extra_time_per_page_in_seconds,
+      strict_mode_image_extraction: this.strict_mode_image_extraction,
+      strict_mode_image_ocr: this.strict_mode_image_ocr,
+      strict_mode_reconstruction: this.strict_mode_reconstruction,
+      strict_mode_buggy_font: this.strict_mode_buggy_font,
+      ignore_document_elements_for_layout_detection:
+        this.ignore_document_elements_for_layout_detection,
+      complemental_formatting_instruction:
+        this.complemental_formatting_instruction,
+      content_guideline_instruction: this.content_guideline_instruction,
+      adaptive_long_table: this.adaptive_long_table,
+      model: this.model,
+      auto_mode_configuration_json: this.auto_mode_configuration_json,
+      compact_markdown_table: this.compact_markdown_table,
+      markdown_table_multiline_header_separator:
+        this.markdown_table_multiline_header_separator,
+      page_error_tolerance: this.page_error_tolerance,
+      replace_failed_page_mode: this.replace_failed_page_mode,
+      replace_failed_page_with_error_message_prefix:
+        this.replace_failed_page_with_error_message_prefix,
+      replace_failed_page_with_error_message_suffix:
+        this.replace_failed_page_with_error_message_suffix,
+      save_images: this.save_images,
+      preset: this.preset,
+      high_res_ocr: this.high_res_ocr,
+      outlined_table_extraction: this.outlined_table_extraction,
+      hide_headers: this.hide_headers,
+      hide_footers: this.hide_footers,
+      page_header_prefix: this.page_header_prefix,
+      page_header_suffix: this.page_header_suffix,
+      page_footer_prefix: this.page_footer_prefix,
+      page_footer_suffix: this.page_footer_suffix,
+      merge_tables_across_pages_in_markdown:
+        this.merge_tables_across_pages_in_markdown,
+    } satisfies {
+      [Key in keyof BodyUploadFileApiParsingUploadPost]-?:
+        | BodyUploadFileApiParsingUploadPost[Key]
+        | undefined;
+    } as unknown as BodyUploadFileApiParsingUploadPost;
+
+    const response = await uploadFileApiV1ParsingUploadPost({
+      client: this.#client,
+      throwOnError: true,
+      query: {
+        project_id: this.project_id ?? null,
+        organization_id: this.organization_id ?? null,
+      },
+      signal: AbortSignal.timeout(this.maxTimeout * 1000),
+      body,
+    });
+
+    return response.data.id;
+  }
+
+  /**
+   * Retrieves the result of a parsing job.
+   *
+   * Uses a polling loop with retry logic. Each API call is retried
+   * up to maxErrorCount times if it fails with a 5XX or socket error.
+   * The delay between polls increases according to the specified backoffPattern ("constant", "linear", or "exponential"),
+   * capped by maxCheckInterval.
+   *
+   * @param jobId - The job ID.
+   * @param resultType - The type of result to fetch ("text", "json", or "markdown").
+   * @returns A Promise resolving to the job result.
+   */
+  private async getJobResult(
+    jobId: string,
+    resultType: "text" | "json" | "markdown",
+  ): Promise<any> {
+    let tries = 0;
+    let currentInterval = this.checkInterval;
+    const { default: pRetry } = await import("p-retry");
+
+    while (true) {
+      await sleep(currentInterval * 1000);
+
+      // Wraps the API call in a retry
+      let result;
+      try {
+        result = await pRetry(
+          () =>
+            getJobApiV1ParsingJobJobIdGet({
+              client: this.#client,
+              throwOnError: true,
+              path: { job_id: jobId },
+              signal: AbortSignal.timeout(this.maxTimeout * 1000),
+            }),
+          {
+            retries: this.maxErrorCount,
+            onFailedAttempt: (error) => {
+              // Retry only on 5XX or socket errors.
+              const status = (error.cause as any)?.response?.status;
+              if (
+                !(
+                  (status && status >= 500 && status < 600) ||
+                  ((error.cause as any)?.code &&
+                    ((error.cause as any).code === "ECONNRESET" ||
+                      (error.cause as any).code === "ETIMEDOUT" ||
+                      (error.cause as any).code === "ECONNREFUSED"))
+                )
+              ) {
+                throw error;
+              }
+              if (this.verbose) {
+                console.warn(
+                  `Attempting to get job ${jobId} result (attempt ${error.attemptNumber}) failed. Retrying...`,
+                );
+              }
+            },
+          },
+        );
+      } catch (e: any) {
+        throw new Error(
+          `Max error count reached for job ${jobId}: ${e.message}`,
+        );
+      }
+
+      const { data } = result;
+      const status = (data as Record<string, unknown>)["status"];
+
+      if (status === "SUCCESS") {
+        let resultData;
+        switch (resultType) {
+          case "json": {
+            resultData =
+              await getJobJsonResultApiV1ParsingJobJobIdResultJsonGet({
+                client: this.#client,
+                throwOnError: true,
+                path: { job_id: jobId },
+                query: {
+                  organization_id: this.organization_id ?? null,
+                },
+                signal: AbortSignal.timeout(this.maxTimeout * 1000),
+              });
+            break;
+          }
+          case "markdown": {
+            resultData =
+              await getJobResultApiV1ParsingJobJobIdResultMarkdownGet({
+                client: this.#client,
+                throwOnError: true,
+                path: { job_id: jobId },
+                query: {
+                  organization_id: this.organization_id ?? null,
+                },
+                signal: AbortSignal.timeout(this.maxTimeout * 1000),
+              });
+            break;
+          }
+          case "text": {
+            resultData =
+              await getJobTextResultApiV1ParsingJobJobIdResultTextGet({
+                client: this.#client,
+                throwOnError: true,
+                path: { job_id: jobId },
+                query: {
+                  organization_id: this.organization_id ?? null,
+                },
+                signal: AbortSignal.timeout(this.maxTimeout * 1000),
+              });
+            break;
+          }
+        }
+        return resultData.data;
+      } else if (status === "PENDING") {
+        if (this.verbose && tries % 10 === 0) {
+          this.stdout?.write(".");
+        }
+        tries++;
+      } else {
+        if (this.verbose) {
+          console.error(
+            `Received error response ${status} for job ${jobId}. Got Error Code: ${data.error_code} and Error Message: ${data.error_message}`,
+          );
+        }
+        throw new Error(
+          `Failed to parse the file: ${jobId}, status: ${status}`,
+        );
+      }
+
+      // Adjust the polling interval based on the backoff pattern.
+      if (this.backoffPattern === "exponential") {
+        currentInterval = Math.min(currentInterval * 2, this.maxCheckInterval);
+      } else if (this.backoffPattern === "linear") {
+        currentInterval = Math.min(
+          currentInterval + this.checkInterval,
+          this.maxCheckInterval,
+        );
+      } else if (this.backoffPattern === "constant") {
+        currentInterval = this.checkInterval;
+      }
+    }
+  }
+
+  override async loadData(filePath?: string): Promise<Document[]> {
+    if (!filePath) {
+      if (this.input_url) {
+        return this.loadDataAsContent(this.input_url, this.input_url);
+      } else if (this.inputS3Path) {
+        return this.loadDataAsContent(this.inputS3Path, this.inputS3Path);
+      } else {
+        throw new TypeError("File path is required");
+      }
+    } else {
+      const data =
+        filePath.startsWith("s3://") ||
+        filePath.startsWith("http://") ||
+        filePath.startsWith("https://")
+          ? filePath
+          : await fs.readFile(filePath);
+      return this.loadDataAsContent(data, filePath);
+    }
+  }
+
+  /**
+   * Loads data from a file and returns an array of Document objects.
+   * To be used with resultType "text" or "markdown".
+   *
+   * @param fileContent - The content of the file as a Uint8Array.
+   * @param filename - Optional filename for the file.
+   * @returns A Promise that resolves to an array of Document objects.
+   */
+  async loadDataAsContent(
+    fileContent: Uint8Array | string,
+    filename?: string,
+  ): Promise<Document[]> {
+    return this.#createJob(fileContent, filename)
+      .then(async (jobId) => {
+        if (this.verbose) {
+          console.log(`Started parsing the file under job id ${jobId}`);
+        }
+
+        // Return results as Document objects.
+        const jobResults = await this.getJobResult(jobId, this.resultType);
+        const resultText = jobResults[this.resultType];
+
+        // Split the text by separator if splitByPage is true.
+        if (this.splitByPage) {
+          return this.splitTextBySeparator(resultText);
+        }
+
+        return [new Document({ text: resultText })];
+      })
+      .catch((error) => {
+        console.warn(
+          `Error while parsing the file with: ${error.message ?? error.detail}`,
+        );
+        if (this.ignoreErrors) {
+          return [];
+        } else {
+          throw error;
+        }
+      });
+  }
+
+  /**
+   * Loads data from a file and returns an array of JSON objects.
+   * To be used with resultType "json".
+   *
+   * @param filePathOrContent - The file path or the file content as a Uint8Array.
+   * @returns A Promise that resolves to an array of JSON objects.
+   */
+  async loadJson(
+    filePathOrContent: string | Uint8Array,
+  ): Promise<Record<string, any>[]> {
+    let jobId;
+    const isFilePath =
+      typeof filePathOrContent === "string" &&
+      !(
+        filePathOrContent.startsWith("s3://") ||
+        filePathOrContent.startsWith("http://") ||
+        filePathOrContent.startsWith("https://")
+      );
+    try {
+      const data = isFilePath
+        ? await fs.readFile(filePathOrContent)
+        : filePathOrContent;
+      // Create a job for the file.
+      jobId = await this.#createJob(
+        data,
+        isFilePath ? path.basename(filePathOrContent) : undefined,
+      );
+      if (this.verbose) {
+        console.log(`Started parsing the file under job id ${jobId}`);
+      }
+
+      // Return results as an array of JSON objects.
+      const resultJson = await this.getJobResult(jobId, "json");
+      resultJson.job_id = jobId;
+      resultJson.file_path = isFilePath ? filePathOrContent : undefined;
+      return [resultJson];
+    } catch (e) {
+      console.error(`Error while parsing the file under job id ${jobId}`, e);
+      if (this.ignoreErrors) {
+        return [];
+      } else {
+        throw e;
+      }
+    }
+  }
+
+  /**
+   * Downloads and saves images from a given JSON result to a specified download path.
+   * Currently only supports resultType "json".
+   *
+   * @param jsonResult - The JSON result containing image information.
+   * @param downloadPath - The path where the downloaded images will be saved.
+   * @returns A Promise that resolves to an array of image objects.
+   */
+  async getImages(
+    jsonResult: Record<string, any>[],
+    downloadPath: string,
+  ): Promise<Record<string, any>[]> {
+    try {
+      // Create download directory if it doesn't exist (checks for write access).
+      try {
+        await fs.access(downloadPath);
+      } catch {
+        await fs.mkdir(downloadPath, { recursive: true });
+      }
+
+      const images: Record<string, any>[] = [];
+      for (const result of jsonResult) {
+        const jobId = result.job_id;
+        for (const page of result.pages) {
+          if (this.verbose) {
+            console.log(`> Image for page ${page.page}: ${page.images}`);
+          }
+          for (const image of page.images) {
+            const imageName = image.name;
+            const imagePath = await this.getImagePath(
+              downloadPath,
+              jobId,
+              imageName,
+            );
+            await this.fetchAndSaveImage(imageName, imagePath, jobId);
+            // Assign metadata to the image.
+            image.path = imagePath;
+            image.job_id = jobId;
+            image.original_pdf_path = result.file_path;
+            image.page_number = page.page;
+            images.push(image);
+          }
+        }
+      }
+      return images;
+    } catch (e) {
+      console.error(`Error while downloading images from the parsed result`, e);
+      if (this.ignoreErrors) {
+        return [];
+      } else {
+        throw e;
+      }
+    }
+  }
+
+  /**
+   * Constructs the file path for an image.
+   *
+   * @param downloadPath - The base download directory.
+   * @param jobId - The job ID.
+   * @param imageName - The image name.
+   * @returns A Promise that resolves to the full image path.
+   */
+  private async getImagePath(
+    downloadPath: string,
+    jobId: string,
+    imageName: string,
+  ): Promise<string> {
+    return path.join(downloadPath, `${jobId}-${imageName}`);
+  }
+
+  /**
+   * Fetches an image from the API and saves it to the specified path.
+   *
+   * @param imageName - The name of the image.
+   * @param imagePath - The local path to save the image.
+   * @param jobId - The associated job ID.
+   */
+  private async fetchAndSaveImage(
+    imageName: string,
+    imagePath: string,
+    jobId: string,
+  ): Promise<void> {
+    const response =
+      await getJobImageResultApiV1ParsingJobJobIdResultImageNameGet({
+        client: this.#client,
+        path: {
+          job_id: jobId,
+          name: imageName,
+        },
+      });
+    if (response.error) {
+      throw new Error(`Failed to download image: ${response.error.detail}`);
+    }
+    const blob = (await response.data) as Blob;
+    // Write the image buffer to the specified imagePath.
+    await fs.writeFile(imagePath, new Uint8Array(await blob.arrayBuffer()));
+  }
+
+  /**
+   * Filters out invalid values (null, undefined, empty string) for specific parameters.
+   *
+   * @param params - The parameters object.
+   * @param keysToCheck - The keys to check for valid values.
+   * @returns A new object with filtered parameters.
+   */
+  private filterSpecificParams(
+    params: Record<string, any>,
+    keysToCheck: string[],
+  ): Record<string, any> {
+    const filteredParams: Record<string, any> = {};
+    for (const [key, value] of Object.entries(params)) {
+      if (keysToCheck.includes(key)) {
+        if (value !== null && value !== undefined && value !== "") {
+          filteredParams[key] = value;
+        }
+      } else {
+        filteredParams[key] = value;
+      }
+    }
+    return filteredParams;
+  }
+
+  /**
+   * Splits text into Document objects using the page separator.
+   *
+   * @param text - The text to be split.
+   * @returns An array of Document objects.
+   */
+  private splitTextBySeparator(text: string): Document[] {
+    const separator = this.pageSeparator ?? "\n---\n";
+    const textChunks = text.split(separator);
+    return textChunks.map(
+      (docChunk: string) =>
+        new Document({
+          text: docChunk,
+        }),
+    );
+  }
+}
@@ -0,0 +1,131 @@
+import { FailPageMode, ParserLanguages, ParsingMode } from "./client";
+
+import { z } from "zod";
+
+type Language = ParserLanguages;
+const VALUES: [Language, ...Language[]] = [
+  ParserLanguages.EN,
+  ...Object.values(ParserLanguages),
+];
+const languageSchema = z.enum(VALUES);
+
+const PARSE_PRESETS = [
+  "fast",
+  "balanced",
+  "premium",
+  "structured",
+  "auto",
+  "scientific",
+  "invoice",
+  "slides",
+  "_carlyle",
+] as const;
+
+export const parsePresetSchema = z.enum(PARSE_PRESETS);
+
+export const parseFormSchema = z.object({
+  adaptive_long_table: z.boolean().optional(),
+  annotate_links: z.boolean().optional(),
+  auto_mode: z.boolean().optional(),
+  auto_mode_trigger_on_image_in_page: z.boolean().optional(),
+  auto_mode_trigger_on_table_in_page: z.boolean().optional(),
+  auto_mode_trigger_on_text_in_page: z.string().optional(),
+  auto_mode_trigger_on_regexp_in_page: z.string().optional(),
+  auto_mode_configuration_json: z.string().optional(),
+  azure_openai_api_version: z.string().optional(),
+  azure_openai_deployment_name: z.string().optional(),
+  azure_openai_endpoint: z.string().optional(),
+  azure_openai_key: z.string().optional(),
+  bbox_bottom: z.number().min(0).max(1).optional(),
+  bbox_left: z.number().min(0).max(1).optional(),
+  bbox_right: z.number().min(0).max(1).optional(),
+  bbox_top: z.number().min(0).max(1).optional(),
+  disable_ocr: z.boolean().optional(),
+  disable_reconstruction: z.boolean().optional(),
+  disable_image_extraction: z.boolean().optional(),
+  do_not_cache: z.coerce.boolean().optional(),
+  do_not_unroll_columns: z.coerce.boolean().optional(),
+  extract_charts: z.boolean().optional(),
+  guess_xlsx_sheet_name: z.boolean().optional(),
+  html_make_all_elements_visible: z.boolean().optional(),
+  html_remove_fixed_elements: z.boolean().optional(),
+  html_remove_navigation_elements: z.boolean().optional(),
+  http_proxy: z
+    .string()
+    .url(
+      'Set a valid URL for the HTTP proxy, e.g., "http://proxy.example.com:8080"',
+    )
+    .refine(
+      (url) => {
+        try {
+          const parsedUrl = new URL(url);
+          return (
+            parsedUrl.protocol === "http:" || parsedUrl.protocol === "https:"
+          );
+        } catch {
+          return false;
+        }
+      },
+      {
+        message: "Invalid HTTP proxy URL",
+      },
+    )
+    .optional(),
+  input_s3_path: z.string().optional(),
+  input_s3_region: z.string().optional(),
+  input_url: z.string().optional(),
+  invalidate_cache: z.boolean().optional(),
+  language: z.array(languageSchema).optional(),
+  extract_layout: z.boolean().optional(),
+  max_pages: z.number().nullable().optional(),
+  output_pdf_of_document: z.boolean().optional(),
+  output_s3_path_prefix: z.string().optional(),
+  output_s3_region: z.string().optional(),
+  page_prefix: z.string().optional(),
+  page_separator: z.string().optional(),
+  page_suffix: z.string().optional(),
+  preserve_layout_alignment_across_pages: z.boolean().optional(),
+  skip_diagonal_text: z.boolean().optional(),
+  spreadsheet_extract_sub_tables: z.boolean().optional(),
+  structured_output: z.boolean().optional(),
+  structured_output_json_schema: z.string().optional(),
+  structured_output_json_schema_name: z.string().optional(),
+  take_screenshot: z.boolean().optional(),
+  target_pages: z.string().optional(),
+  vendor_multimodal_api_key: z.string().optional(),
+  vendor_multimodal_model_name: z.string().optional(),
+  model: z.string().optional(),
+  webhook_url: z.string().url().optional(),
+  parse_mode: z.nativeEnum(ParsingMode).nullable().optional(),
+  system_prompt: z.string().optional(),
+  system_prompt_append: z.string().optional(),
+  user_prompt: z.string().optional(),
+  job_timeout_in_seconds: z.number().optional(),
+  job_timeout_extra_time_per_page_in_seconds: z.number().optional(),
+  strict_mode_image_extraction: z.boolean().optional(),
+  strict_mode_image_ocr: z.boolean().optional(),
+  strict_mode_reconstruction: z.boolean().optional(),
+  strict_mode_buggy_font: z.boolean().optional(),
+  save_images: z.boolean().optional(),
+  ignore_document_elements_for_layout_detection: z.boolean().optional(),
+  output_tables_as_HTML: z.boolean().optional(),
+  use_vendor_multimodal_model: z.boolean().optional(),
+  bounding_box: z.string().optional(),
+  gpt4o_mode: z.boolean().optional(),
+  gpt4o_api_key: z.string().optional(),
+  complemental_formatting_instruction: z.string().optional(),
+  content_guideline_instruction: z.string().optional(),
+  premium_mode: z.boolean().optional(),
+  is_formatting_instruction: z.boolean().optional(),
+  continuous_mode: z.boolean().optional(),
+  parsing_instruction: z.string().optional(),
+  fast_mode: z.boolean().optional(),
+  formatting_instruction: z.string().optional(),
+  preset: parsePresetSchema.optional(),
+  compact_markdown_table: z.boolean().optional(),
+  markdown_table_multiline_header_separator: z.string().optional(),
+  page_error_tolerance: z.number().min(0).max(1).optional(),
+  replace_failed_page_mode: z.nativeEnum(FailPageMode).nullable().optional(),
+  replace_failed_page_with_error_message_prefix: z.string().optional(),
+  replace_failed_page_with_error_message_suffix: z.string().optional(),
+});
@@ -0,0 +1,3 @@
+export async function sleep(ms: number): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
@@ -0,0 +1,23 @@
+{
+  "extends": "../../tsconfig.json",
+  "compilerOptions": {
+    "rootDir": "./src",
+    "outDir": "./dist/type",
+    "tsBuildInfoFile": "./dist/.tsbuildinfo",
+    "emitDeclarationOnly": true,
+    "moduleResolution": "Bundler",
+    "skipLibCheck": true,
+    "strict": true,
+    "types": []
+  },
+  "include": ["./src"],
+  "exclude": ["node_modules"],
+  "references": [
+    {
+      "path": "../core/tsconfig.json"
+    },
+    {
+      "path": "../env/tsconfig.json"
+    }
+  ]
+}
@@ -0,0 +1,9 @@
+{
+  "$schema": "https://turbo.build/schema.json",
+  "extends": ["//"],
+  "tasks": {
+    "build": {
+      "outputs": ["**/dist/**", "src/client/**"]
+    }
+  }
+}
@@ -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 +1,17 @@
 # @llamaindex/experimental

+## 0.0.204
+
+### Patch Changes
+
+- llamaindex@0.11.27
+
+## 0.0.203
+
+### Patch Changes
+
+- llamaindex@0.11.26
+
 ## 0.0.202

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/experimental",
  "description": "Experimental package for LlamaIndexTS",
-  "version": "0.0.202",
+  "version": "0.0.204",
  "type": "module",
  "types": "dist/type/index.d.ts",
  "main": "dist/cjs/index.js",
@@ -1,5 +1,22 @@
 # 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
+
+- Updated dependencies [4b51791]
+  - @llamaindex/cloud@4.1.1
+
 ## 0.11.25

 ### Patch Changes
@@ -1,6 +1,6 @@
 {
  "name": "llamaindex",
-  "version": "0.11.25",
+  "version": "0.11.27",
  "license": "MIT",
  "type": "module",
  "keywords": [
@@ -20,13 +20,13 @@
    "llamaindex"
  ],
  "dependencies": {
+    "@llamaindex/cloud": "workspace:*",
    "@llamaindex/core": "workspace:*",
    "@llamaindex/env": "workspace:*",
    "@llamaindex/node-parser": "workspace:*",
    "@llamaindex/workflow": "workspace:*",
    "@types/lodash": "^4.17.7",
    "@types/node": "^24.0.13",
-    "llama-cloud-services": "^0.1.0",
    "lodash": "^4.17.21",
    "magic-bytes.js": "^1.10.0"
  },
@@ -0,0 +1,120 @@
+import {
+  addFilesToPipelineApiApiV1PipelinesPipelineIdFilesPut,
+  getPipelineFileStatusApiV1PipelinesPipelineIdFilesFileIdStatusGet,
+  listPipelineFilesApiV1PipelinesPipelineIdFilesGet,
+  listProjectsApiV1ProjectsGet,
+  readFileContentApiV1FilesIdContentGet,
+  searchPipelinesApiV1PipelinesGet,
+  uploadFileApiV1FilesPost,
+} from "@llamaindex/cloud/api";
+import { initService } from "./utils.js";
+
+export class LLamaCloudFileService {
+  /**
+   * Get list of projects, each project contains a list of pipelines
+   */
+  public static async getAllProjectsWithPipelines() {
+    initService();
+    try {
+      const { data: projects } = await listProjectsApiV1ProjectsGet({
+        throwOnError: true,
+      });
+      const { data: pipelines } = await searchPipelinesApiV1PipelinesGet({
+        throwOnError: true,
+      });
+      return projects.map((project) => ({
+        ...project,
+        pipelines: pipelines.filter((p) => p.project_id === project.id),
+      }));
+    } catch (error) {
+      console.error("Error listing projects and pipelines:", error);
+      return [];
+    }
+  }
+
+  /**
+   * Upload a file to a pipeline in LlamaCloud
+   */
+  public static async addFileToPipeline(
+    projectId: string,
+    pipelineId: string,
+    uploadFile: File | Blob,
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    customMetadata: Record<string, any> = {},
+  ) {
+    initService();
+    const { data: file } = await uploadFileApiV1FilesPost({
+      query: { project_id: projectId },
+      body: {
+        upload_file: uploadFile,
+      },
+      throwOnError: true,
+    });
+    const files = [
+      {
+        file_id: file.id,
+        custom_metadata: { file_id: file.id, ...customMetadata },
+      },
+    ];
+    await addFilesToPipelineApiApiV1PipelinesPipelineIdFilesPut({
+      path: {
+        pipeline_id: pipelineId,
+      },
+      body: files,
+    });
+
+    // Wait 2s for the file to be processed
+    const maxAttempts = 20;
+    let attempt = 0;
+    while (attempt < maxAttempts) {
+      const { data: result } =
+        await getPipelineFileStatusApiV1PipelinesPipelineIdFilesFileIdStatusGet(
+          {
+            path: {
+              pipeline_id: pipelineId,
+              file_id: file.id,
+            },
+            throwOnError: true,
+          },
+        );
+      if (result.status === "ERROR") {
+        throw new Error(`File processing failed: ${JSON.stringify(result)}`);
+      }
+      if (result.status === "SUCCESS") {
+        // File is ingested - return the file id
+        return file.id;
+      }
+      attempt += 1;
+      await new Promise((resolve) => setTimeout(resolve, 100)); // Sleep for 100ms
+    }
+    throw new Error(
+      `File processing did not complete after ${maxAttempts} attempts. Check your LlamaCloud index at https://cloud.llamaindex.ai/project/${projectId}/deploy/${pipelineId} for more details.`,
+    );
+  }
+
+  /**
+   * Get download URL for a file in LlamaCloud
+   */
+  public static async getFileUrl(pipelineId: string, filename: string) {
+    initService();
+    const { data: allPipelineFiles } =
+      await listPipelineFilesApiV1PipelinesPipelineIdFilesGet({
+        path: {
+          pipeline_id: pipelineId,
+        },
+        throwOnError: true,
+      });
+    const file = allPipelineFiles.find((file) => file.name === filename);
+    if (!file?.file_id) return null;
+    const { data: fileContent } = await readFileContentApiV1FilesIdContentGet({
+      path: {
+        id: file.file_id,
+      },
+      query: {
+        project_id: file.project_id,
+      },
+      throwOnError: true,
+    });
+    return fileContent.url;
+  }
+}
@@ -0,0 +1,414 @@
+import type { BaseNodePostprocessor } from "@llamaindex/core/postprocessor";
+import type { BaseQueryEngine } from "@llamaindex/core/query-engine";
+import type { BaseSynthesizer } from "@llamaindex/core/response-synthesizers";
+import type { Document } from "@llamaindex/core/schema";
+import { RetrieverQueryEngine } from "../engines/query/RetrieverQueryEngine.js";
+import type { CloudRetrieveParams } from "./LlamaCloudRetriever.js";
+import { LlamaCloudRetriever } from "./LlamaCloudRetriever.js";
+import type { CloudConstructorParams } from "./type.js";
+import {
+  getAppBaseUrl,
+  getPipelineId,
+  getProjectId,
+  initService,
+} from "./utils.js";
+
+import {
+  createBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPost,
+  deletePipelineDocumentApiV1PipelinesPipelineIdDocumentsDocumentIdDelete,
+  getPipelineDocumentStatusApiV1PipelinesPipelineIdDocumentsDocumentIdStatusGet,
+  getPipelineStatusApiV1PipelinesPipelineIdStatusGet,
+  type PipelineCreateReadable,
+  searchPipelinesApiV1PipelinesGet,
+  upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut,
+  upsertPipelineApiV1PipelinesPut,
+} from "@llamaindex/cloud/api";
+import type { BaseRetriever } from "@llamaindex/core/retriever";
+import { getEnv } from "@llamaindex/env";
+import type { QueryToolParams } from "../indices/BaseIndex.js";
+import { Settings } from "../Settings.js";
+import { QueryEngineTool } from "../tools/QueryEngineTool.js";
+
+export class LlamaCloudIndex {
+  params: CloudConstructorParams;
+
+  constructor(params: CloudConstructorParams) {
+    this.params = params;
+    initService(this.params);
+  }
+
+  private async waitForPipelineIngestion(
+    verbose = Settings.debug,
+    raiseOnError = false,
+  ): Promise<void> {
+    const pipelineId = await this.getPipelineId();
+
+    if (verbose) {
+      console.log("Waiting for pipeline ingestion: ");
+    }
+
+    while (true) {
+      const { data: pipelineStatus } =
+        await getPipelineStatusApiV1PipelinesPipelineIdStatusGet({
+          path: {
+            pipeline_id: pipelineId,
+          },
+          throwOnError: true,
+        });
+
+      if (pipelineStatus.status === "SUCCESS") {
+        if (verbose) {
+          console.log("Pipeline ingestion completed successfully");
+        }
+        break;
+      }
+
+      if (pipelineStatus.status === "ERROR") {
+        if (verbose) {
+          console.error("Pipeline ingestion failed");
+        }
+
+        if (raiseOnError) {
+          throw new Error("Pipeline ingestion failed");
+        }
+      }
+
+      if (verbose) {
+        process.stdout.write(".");
+      }
+
+      await new Promise((resolve) => setTimeout(resolve, 1000));
+    }
+  }
+
+  private async waitForDocumentIngestion(
+    docIds: string[],
+    verbose = Settings.debug,
+    raiseOnError = false,
+  ): Promise<void> {
+    const pipelineId = await this.getPipelineId();
+
+    if (verbose) {
+      console.log("Loading data: ");
+    }
+
+    const pendingDocs = new Set(docIds);
+
+    while (pendingDocs.size) {
+      const docsToRemove = new Set<string>();
+
+      for (const doc of pendingDocs) {
+        const {
+          data: { status },
+        } =
+          await getPipelineDocumentStatusApiV1PipelinesPipelineIdDocumentsDocumentIdStatusGet(
+            {
+              path: { pipeline_id: pipelineId, document_id: doc },
+              throwOnError: true,
+            },
+          );
+
+        if (status === "NOT_STARTED" || status === "IN_PROGRESS") {
+          continue;
+        }
+
+        if (status === "ERROR") {
+          if (verbose) {
+            console.error(`Document ingestion failed for ${doc}`);
+          }
+
+          if (raiseOnError) {
+            throw new Error(`Document ingestion failed for ${doc}`);
+          }
+        }
+
+        docsToRemove.add(doc);
+      }
+
+      for (const doc of docsToRemove) {
+        pendingDocs.delete(doc);
+      }
+
+      if (pendingDocs.size) {
+        if (verbose) {
+          process.stdout.write(".");
+        }
+
+        await new Promise((resolve) => setTimeout(resolve, 500));
+      }
+    }
+
+    if (verbose) {
+      console.log("Done!");
+    }
+
+    await this.waitForPipelineIngestion(verbose, raiseOnError);
+  }
+
+  public async getPipelineId(
+    name?: string,
+    projectName?: string,
+    organizationId?: string,
+  ): Promise<string> {
+    return await getPipelineId(
+      name ?? this.params.name,
+      projectName ?? this.params.projectName,
+      organizationId ?? this.params.organizationId,
+    );
+  }
+
+  public async getProjectId(
+    projectName?: string,
+    organizationId?: string,
+  ): Promise<string> {
+    return await getProjectId(
+      projectName ?? this.params.projectName,
+      organizationId ?? this.params.organizationId,
+    );
+  }
+
+  /**
+   * Adds documents to the given index parameters. If the index does not exist, it will be created.
+   *
+   * @param params - An object containing the following properties:
+   *   - documents: An array of Document objects to be added to the index.
+   *   - verbose: Optional boolean to enable verbose logging.
+   *   - Additional properties from CloudConstructorParams.
+   * @returns A Promise that resolves to a new LlamaCloudIndex instance.
+   */
+  static async fromDocuments(
+    params: {
+      documents: Document[];
+      verbose?: boolean;
+    } & CloudConstructorParams,
+    config?: {
+      embedding: PipelineCreateReadable["embedding_config"];
+      transform: PipelineCreateReadable["transform_config"];
+    },
+  ): Promise<LlamaCloudIndex> {
+    const index = new LlamaCloudIndex({ ...params });
+    await index.ensureIndex({ ...config, verbose: params.verbose ?? false });
+    await index.addDocuments(params.documents, params.verbose);
+    return index;
+  }
+
+  async addDocuments(documents: Document[], verbose?: boolean): Promise<void> {
+    const apiUrl = getAppBaseUrl();
+    const projectId = await this.getProjectId();
+    const pipelineId = await this.getPipelineId();
+
+    await upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut({
+      path: {
+        pipeline_id: pipelineId,
+      },
+      body: documents.map((doc) => ({
+        metadata: doc.metadata,
+        text: doc.text,
+        excluded_embed_metadata_keys: doc.excludedEmbedMetadataKeys,
+        excluded_llm_metadata_keys: doc.excludedEmbedMetadataKeys,
+        id: doc.id_,
+      })),
+    });
+
+    while (true) {
+      const { data: pipelineStatus } =
+        await getPipelineStatusApiV1PipelinesPipelineIdStatusGet({
+          path: { pipeline_id: pipelineId },
+          throwOnError: true,
+        });
+
+      if (pipelineStatus.status === "SUCCESS") {
+        console.info(
+          "Documents ingested successfully, pipeline is ready to use",
+        );
+        break;
+      }
+
+      if (pipelineStatus.status === "ERROR") {
+        console.error(
+          `Some documents failed to ingest, check your pipeline logs at ${apiUrl}/project/${projectId}/deploy/${pipelineId}`,
+        );
+        throw new Error("Some documents failed to ingest");
+      }
+
+      if (pipelineStatus.status === "PARTIAL_SUCCESS") {
+        console.info(
+          `Documents ingestion partially succeeded, to check a more complete status check your pipeline at ${apiUrl}/project/${projectId}/deploy/${pipelineId}`,
+        );
+        break;
+      }
+
+      if (verbose) {
+        process.stdout.write(".");
+      }
+
+      await new Promise((resolve) => setTimeout(resolve, 1000));
+    }
+
+    if (verbose) {
+      console.info(
+        `Ingestion completed, find your index at ${apiUrl}/project/${projectId}/deploy/${pipelineId}`,
+      );
+    }
+  }
+
+  asRetriever(params: CloudRetrieveParams = {}): BaseRetriever {
+    return new LlamaCloudRetriever({ ...this.params, ...params });
+  }
+
+  asQueryEngine(
+    params?: {
+      responseSynthesizer?: BaseSynthesizer;
+      preFilters?: unknown;
+      nodePostprocessors?: BaseNodePostprocessor[];
+    } & CloudRetrieveParams,
+  ): BaseQueryEngine {
+    const retriever = new LlamaCloudRetriever({
+      ...this.params,
+      ...params,
+    });
+    return new RetrieverQueryEngine(
+      retriever,
+      params?.responseSynthesizer,
+      params?.nodePostprocessors,
+    );
+  }
+
+  asQueryTool(params: QueryToolParams): QueryEngineTool {
+    if (params.options) {
+      params.retriever = this.asRetriever(params.options);
+    }
+
+    return new QueryEngineTool({
+      queryEngine: this.asQueryEngine(params),
+      metadata: params?.metadata,
+      includeSourceNodes: params?.includeSourceNodes ?? false,
+    });
+  }
+
+  queryTool(params: QueryToolParams): QueryEngineTool {
+    return this.asQueryTool(params);
+  }
+
+  async insert(document: Document) {
+    const pipelineId = await this.getPipelineId();
+
+    await createBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPost({
+      path: {
+        pipeline_id: pipelineId,
+      },
+      body: [
+        {
+          metadata: document.metadata,
+          text: document.text,
+          excluded_embed_metadata_keys: document.excludedLlmMetadataKeys,
+          excluded_llm_metadata_keys: document.excludedEmbedMetadataKeys,
+          id: document.id_,
+        },
+      ],
+    });
+
+    await this.waitForDocumentIngestion([document.id_]);
+  }
+
+  async delete(document: Document) {
+    const pipelineId = await this.getPipelineId();
+
+    await deletePipelineDocumentApiV1PipelinesPipelineIdDocumentsDocumentIdDelete(
+      {
+        path: {
+          pipeline_id: pipelineId,
+          document_id: document.id_,
+        },
+      },
+    );
+
+    await this.waitForPipelineIngestion();
+  }
+
+  async refreshDoc(document: Document) {
+    const pipelineId = await this.getPipelineId();
+
+    await upsertBatchPipelineDocumentsApiV1PipelinesPipelineIdDocumentsPut({
+      path: {
+        pipeline_id: pipelineId,
+      },
+      body: [
+        {
+          metadata: document.metadata,
+          text: document.text,
+          excluded_embed_metadata_keys: document.excludedLlmMetadataKeys,
+          excluded_llm_metadata_keys: document.excludedEmbedMetadataKeys,
+          id: document.id_,
+        },
+      ],
+    });
+
+    await this.waitForDocumentIngestion([document.id_]);
+  }
+
+  public async ensureIndex(config?: {
+    embedding?: PipelineCreateReadable["embedding_config"];
+    transform?: PipelineCreateReadable["transform_config"];
+    verbose?: boolean;
+  }): Promise<void> {
+    const projectId = await this.getProjectId();
+
+    const { data: pipelines } = await searchPipelinesApiV1PipelinesGet({
+      query: {
+        project_id: projectId,
+        pipeline_name: this.params.name,
+      },
+      throwOnError: true,
+    });
+
+    if (pipelines.length === 0) {
+      // no pipeline found, create a new one
+      let embeddingConfig = config?.embedding;
+      if (!embeddingConfig) {
+        // no embedding config provided, use OpenAI as default
+        const openAIApiKey = getEnv("OPENAI_API_KEY");
+        const embeddingModel = getEnv("EMBEDDING_MODEL");
+        if (!openAIApiKey || !embeddingModel) {
+          throw new Error(
+            "No embedding configuration provided. Fallback to OpenAI embedding model. OPENAI_API_KEY and EMBEDDING_MODEL environment variables must be set.",
+          );
+        }
+        embeddingConfig = {
+          type: "OPENAI_EMBEDDING",
+          component: {
+            api_key: openAIApiKey,
+            model_name: embeddingModel,
+          },
+        };
+      }
+
+      let transformConfig = config?.transform;
+      if (!transformConfig) {
+        transformConfig = {
+          mode: "auto",
+          chunk_size: 1024,
+          chunk_overlap: 200,
+        };
+      }
+
+      const { data: pipeline } = await upsertPipelineApiV1PipelinesPut({
+        query: {
+          project_id: projectId,
+        },
+        body: {
+          name: this.params.name,
+          embedding_config: embeddingConfig,
+          transform_config: transformConfig,
+        },
+        throwOnError: true,
+      });
+
+      if (config?.verbose) {
+        console.log(
+          `Created pipeline ${pipeline.id} with name ${pipeline.name}`,
+        );
+      }
+    }
+  }
+}
@@ -0,0 +1,103 @@
+import {
+  type MetadataFilter,
+  type MetadataFilters,
+  type RetrievalParams,
+  runSearchApiV1PipelinesPipelineIdRetrievePost,
+  type TextNodeWithScore,
+} from "@llamaindex/cloud/api";
+import { DEFAULT_PROJECT_NAME } from "@llamaindex/core/global";
+import type { QueryBundle } from "@llamaindex/core/query-engine";
+import { BaseRetriever } from "@llamaindex/core/retriever";
+import type { NodeWithScore } from "@llamaindex/core/schema";
+import { jsonToNode, ObjectType } from "@llamaindex/core/schema";
+import { extractText } from "@llamaindex/core/utils";
+import type { ClientParams, CloudConstructorParams } from "./type.js";
+import { getPipelineId, initService } from "./utils.js";
+
+export type CloudRetrieveParams = Omit<
+  RetrievalParams,
+  "query" | "search_filters" | "dense_similarity_top_k"
+> & { similarityTopK?: number; filters?: MetadataFilters };
+
+export class LlamaCloudRetriever extends BaseRetriever {
+  clientParams: ClientParams;
+  retrieveParams: CloudRetrieveParams;
+  organizationId?: string;
+  projectName: string = DEFAULT_PROJECT_NAME;
+  pipelineName: string;
+
+  private resultNodesToNodeWithScore(
+    nodes: TextNodeWithScore[],
+  ): NodeWithScore[] {
+    return nodes.map((node: TextNodeWithScore) => {
+      const textNode = jsonToNode(node.node, ObjectType.TEXT);
+      textNode.metadata = {
+        ...textNode.metadata,
+        ...node.node.extra_info, // append LlamaCloud extra_info to node metadata (file_name, pipeline_id, etc.)
+      };
+      return {
+        // Currently LlamaCloud only supports text nodes
+        node: textNode,
+        score: node.score ?? undefined,
+      };
+    });
+  }
+
+  // LlamaCloud expects null values for filters, but LlamaIndexTS uses undefined for empty values
+  // This function converts the undefined values to null
+  private convertFilter(filters?: MetadataFilters): MetadataFilters | null {
+    if (!filters) return null;
+
+    const processFilter = (
+      filter: MetadataFilter | MetadataFilters,
+    ): MetadataFilter | MetadataFilters => {
+      if ("filters" in filter) {
+        // type MetadataFilters
+        return { ...filter, filters: filter.filters.map(processFilter) };
+      }
+      return { ...filter, value: filter.value ?? null };
+    };
+
+    return { ...filters, filters: filters.filters.map(processFilter) };
+  }
+
+  constructor(params: CloudConstructorParams & CloudRetrieveParams) {
+    super();
+    this.clientParams = { apiKey: params.apiKey, baseUrl: params.baseUrl };
+    initService(this.clientParams);
+    this.retrieveParams = params;
+    this.pipelineName = params.name;
+    if (params.projectName) {
+      this.projectName = params.projectName;
+    }
+    if (params.organizationId) {
+      this.organizationId = params.organizationId;
+    }
+  }
+
+  async _retrieve(query: QueryBundle): Promise<NodeWithScore[]> {
+    const pipelineId = await getPipelineId(
+      this.pipelineName,
+      this.projectName,
+      this.organizationId,
+    );
+
+    const filters = this.convertFilter(this.retrieveParams.filters);
+
+    const { data: results } =
+      await runSearchApiV1PipelinesPipelineIdRetrievePost({
+        throwOnError: true,
+        path: {
+          pipeline_id: pipelineId,
+        },
+        body: {
+          ...this.retrieveParams,
+          query: extractText(query),
+          search_filters: filters,
+          dense_similarity_top_k: this.retrieveParams.similarityTopK!,
+        },
+      });
+
+    return this.resultNodesToNodeWithScore(results.retrieval_nodes);
+  }
+}
@@ -4,4 +4,10 @@ The classes LlamaCloudFileService, LlamaCloudIndex and LlamaCloudRetriever have
 * See the documentation: https://docs.cloud.llamaindex.ai
 `);

-export * from "llama-cloud-services";
+export { LLamaCloudFileService } from "./LLamaCloudFileService.js";
+export { LlamaCloudIndex } from "./LlamaCloudIndex.js";
+export {
+  LlamaCloudRetriever,
+  type CloudRetrieveParams,
+} from "./LlamaCloudRetriever.js";
+export type { CloudConstructorParams } from "./type.js";
@@ -0,0 +1,10 @@
+export type ClientParams = {
+  apiKey?: string | undefined;
+  baseUrl?: string | undefined;
+};
+
+export type CloudConstructorParams = {
+  name: string;
+  projectName: string;
+  organizationId?: string | undefined;
+} & ClientParams;
@@ -0,0 +1,97 @@
+import {
+  client,
+  listProjectsApiV1ProjectsGet,
+  searchPipelinesApiV1PipelinesGet,
+} from "@llamaindex/cloud/api";
+import { DEFAULT_BASE_URL } from "@llamaindex/core/global";
+import { getEnv } from "@llamaindex/env";
+import type { ClientParams } from "./type.js";
+
+function getBaseUrl(baseUrl?: string): string {
+  return baseUrl ?? getEnv("LLAMA_CLOUD_BASE_URL") ?? DEFAULT_BASE_URL;
+}
+
+export function getAppBaseUrl(): string {
+  return client.getConfig().baseUrl?.replace(/api\./, "") ?? "";
+}
+
+// fixme: refactor this to init at the top level or module level
+let initOnce = false;
+export function initService({ apiKey, baseUrl }: ClientParams = {}) {
+  if (initOnce) {
+    return;
+  }
+  initOnce = true;
+  client.setConfig({
+    baseUrl: getBaseUrl(baseUrl),
+    throwOnError: true,
+  });
+  const token = apiKey ?? getEnv("LLAMA_CLOUD_API_KEY");
+  client.interceptors.request.use((request) => {
+    request.headers.set("Authorization", `Bearer ${token}`);
+    return request;
+  });
+  client.interceptors.error.use((error) => {
+    throw new Error(
+      `LlamaCloud API request failed. Error details: ${JSON.stringify(error)}`,
+    );
+  });
+  if (!token) {
+    throw new Error(
+      "API Key is required for LlamaCloudIndex. Please pass the apiKey parameter",
+    );
+  }
+}
+
+export async function getProjectId(
+  projectName: string,
+  organizationId?: string,
+): Promise<string> {
+  const { data: projects } = await listProjectsApiV1ProjectsGet({
+    query: {
+      project_name: projectName,
+      organization_id: organizationId ?? null,
+    },
+    throwOnError: true,
+  });
+
+  if (projects.length === 0) {
+    throw new Error(
+      `Unknown project name ${projectName}. Please confirm a managed project with this name exists.`,
+    );
+  } else if (projects.length > 1) {
+    throw new Error(
+      `Multiple projects found with name ${projectName}. Please specify organization_id.`,
+    );
+  }
+
+  const project = projects[0]!;
+
+  if (!project.id) {
+    throw new Error(`No project found with name ${projectName}`);
+  }
+
+  return project.id;
+}
+
+export async function getPipelineId(
+  name: string,
+  projectName: string,
+  organizationId?: string,
+): Promise<string> {
+  const { data: pipelines } = await searchPipelinesApiV1PipelinesGet({
+    query: {
+      project_id: await getProjectId(projectName, organizationId),
+      pipeline_name: name,
+    },
+    throwOnError: true,
+  });
+
+  if (pipelines.length === 0 || !pipelines[0]!.id) {
+    throw new Error(
+      `No pipeline found with name ${name} in project ${projectName}`,
+    );
+  }
+
+  return pipelines[0]!.id;
+}
@@ -1,5 +1,25 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
 ## 0.1.15

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/llamaindex-test",
  "private": true,
-  "version": "0.1.15",
+  "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 +1,19 @@
 # @llamaindex/anthropic

+## 0.3.23
+
+### Patch Changes
+
+- Updated dependencies [0267bb0]
+  - @llamaindex/core@0.6.20
+
+## 0.3.22
+
+### Patch Changes
+
+- b80f33e: Fix: prompt caching (moved from beta)
+- b80f33e: Feat: add claude opus 4.1
+
 ## 0.3.21

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/anthropic",
  "description": "Anthropic Adapter for LlamaIndex",
-  "version": "0.3.21",
+  "version": "0.3.23",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -28,19 +28,20 @@
  "scripts": {
    "build": "bunchee",
    "dev": "bunchee --watch",
-    "test": "vitest run"
+    "test": "vitest run",
+    "type-check": "tsc -b --diagnostics"
  },
  "devDependencies": {
-    "vitest": "^2.1.5",
    "@llamaindex/core": "workspace:*",
-    "@llamaindex/env": "workspace:*"
+    "@llamaindex/env": "workspace:*",
+    "vitest": "^2.1.5"
  },
  "peerDependencies": {
    "@llamaindex/core": "workspace:*",
    "@llamaindex/env": "workspace:*"
  },
  "dependencies": {
-    "@anthropic-ai/sdk": "0.37.0",
+    "@anthropic-ai/sdk": "0.58.0",
    "remeda": "^2.17.3"
  }
 }
@@ -1,15 +1,16 @@
 import type { ClientOptions } from "@anthropic-ai/sdk";
 import { Anthropic as SDKAnthropic } from "@anthropic-ai/sdk";
 import type {
-  BetaCacheControlEphemeral,
-  BetaTextBlockParam,
-} from "@anthropic-ai/sdk/resources/beta/index";
-import type { TextBlock } from "@anthropic-ai/sdk/resources/index";
+  CacheControlEphemeral,
+  Message,
+  TextBlock,
+} from "@anthropic-ai/sdk/resources/index";
 import type {
  MessageCreateParams,
  MessageCreateParamsBase,
  MessageParam,
  Model,
+  TextBlockParam,
  ThinkingBlock,
  Tool,
  ToolUseBlock,
@@ -116,7 +117,15 @@ export const ALL_AVAILABLE_V4_MODELS = {
  "claude-4-0-sonnet": { contextWindow: 200000 },
  "claude-4-sonnet-20240514": { contextWindow: 200000 },
  "claude-4-0-opus": { contextWindow: 200000 },
+  "claude-4-1-opus": { contextWindow: 200000 },
  "claude-4-opus-20240514": { contextWindow: 200000 },
+  "claude-sonnet-4-0": { contextWindow: 200000 },
+  "claude-sonnet-4-20250514": { contextWindow: 200000 },
+  "claude-opus-4-0": { contextWindow: 200000 },
+  "claude-opus-4-20250514": { contextWindow: 200000 },
+  "claude-4-sonnet-20250514": { contextWindow: 200000 },
+  "claude-4-opus-20250514": { contextWindow: 200000 },
+  "claude-opus-4-1-20250805": { contextWindow: 200000 },
 };

 export const ALL_AVAILABLE_ANTHROPIC_MODELS = {
@@ -137,6 +146,7 @@ const AVAILABLE_ANTHROPIC_MODELS_WITHOUT_DATE: { [key: string]: string } = {
  "claude-3-7-sonnet": "claude-3-7-sonnet-20250219",
  "claude-4-0-sonnet": "claude-sonnet-4-20250514",
  "claude-4-0-opus": "claude-opus-4-20250514",
+  "claude-4-1-opus": "claude-opus-4-1-20250805",
 } as { [key in keyof typeof ALL_AVAILABLE_ANTHROPIC_MODELS]: string };

 export type AnthropicAdditionalChatOptions = Pick<
@@ -144,7 +154,7 @@ export type AnthropicAdditionalChatOptions = Pick<
  "thinking"
 >;
 export type AnthropicToolCallLLMMessageOptions = ToolCallLLMMessageOptions & {
-  cache_control?: BetaCacheControlEphemeral | null;
+  cache_control?: CacheControlEphemeral | null;
  thinking?: string | undefined;
  thinking_signature?: string | undefined;
 };
@@ -462,20 +472,20 @@ export class Anthropic extends ToolCallLLM<
    const { messages, stream, tools } = params;

    // Handle system messages
-    let systemPrompt: string | BetaTextBlockParam[] | null = null;
+    let systemPrompt: string | TextBlockParam[] | null = null;
    const systemMessages = messages.filter(
      (message) => message.role === "system",
    );

    if (systemMessages.length > 0) {
-      systemPrompt = systemMessages.map((message): BetaTextBlockParam => {
+      systemPrompt = systemMessages.map((message): TextBlockParam => {
        const textContent = extractText(message.content);
        if (message.options && "cache_control" in message.options) {
          return {
            type: "text" as const,
            text: textContent,
            cache_control: message.options
-              .cache_control as BetaCacheControlEphemeral,
+              .cache_control as CacheControlEphemeral,
          };
        }
        return {
@@ -485,17 +495,9 @@ export class Anthropic extends ToolCallLLM<
      });
    }

-    const beta =
-      Array.isArray(systemPrompt) &&
-      systemPrompt.some((message) => "cache_control" in message);
+    const anthropic = this.session.anthropic;

-    let anthropic = this.session.anthropic;
-    if (beta) {
-      // @ts-expect-error type casting
-      anthropic = anthropic.beta.promptCaching;
-    }
-
-    const apiParams: MessageCreateParams = {
+    const apiParams: MessageCreateParamsBase = {
      model: this.getModelName(this.model),
      messages: this.mergeConsecutiveMessages(
        this.formatMessages(messages.filter((m) => m.role !== "system")),
@@ -521,7 +523,7 @@ export class Anthropic extends ToolCallLLM<
      return this.streamChat(anthropic, apiParams);
    }

-    const response = await anthropic.messages.create(apiParams);
+    const response = (await anthropic.messages.create(apiParams)) as Message;

    const thinkingBlock = response.content.find(
      (content): content is ThinkingBlock => content.type === "thinking",
@@ -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 +1,27 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
 ## 0.0.70

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/clip",
  "description": "Clip Embedding Adapter for LlamaIndex",
-  "version": "0.0.70",
+  "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 +1,27 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
 ## 0.0.70

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/deepinfra",
  "description": "Deepinfra Adapter for LlamaIndex",
-  "version": "0.0.70",
+  "version": "0.0.73",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -1,5 +1,31 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
+## 0.0.32
+
+### Patch Changes
+
+- 971d37c: fix: contextwindow metadata
+
 ## 0.0.31

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/deepseek",
  "description": "DeepSeek Adapter for LlamaIndex",
-  "version": "0.0.31",
+  "version": "0.0.35",
  "type": "module",
  "main": "./dist/index.cjs",
  "module": "./dist/index.js",
@@ -4,7 +4,7 @@ import { OpenAI } from "@llamaindex/openai";
 export const DEEPSEEK_MODELS = {
  "deepseek-coder": { contextWindow: 128000 },
  "deepseek-chat": { contextWindow: 128000 },
-};
+} as const;

 type DeepSeekModelName = keyof typeof DEEPSEEK_MODELS;
 const DEFAULT_MODEL: DeepSeekModelName = "deepseek-coder";
@@ -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 +1,25 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
 ## 0.0.30

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/fireworks",
  "description": "Fireworks Adapter for LlamaIndex",
-  "version": "0.0.30",
+  "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 +1,25 @@
 # @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
+
+- Updated dependencies [b6409b6]
+  - @llamaindex/openai@0.4.15
+
 ## 0.0.86

 ### Patch Changes
@@ -1,7 +1,7 @@
 {
  "name": "@llamaindex/groq",
  "description": "Groq Adapter for LlamaIndex",
-  "version": "0.0.86",
+  "version": "0.0.89",
  "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
github-actions[bot]	e9ded4e65f	Release (#2154 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-08-06 12:18:06 +08:00
Marcus Schiesser	47a6f5fe5a	chore: bump ollama (#2156 )	2025-08-06 12:11:17 +08:00
Marcus Schiesser	b80f33e264	chore: add opus 4.1 and fix prompt caching (#2155 )	2025-08-06 11:54:27 +08:00
Alex Yang	b6409b6823	chore: bump openai (#2152 ) Co-authored-by: Marcus Schiesser <mail@marcusschiesser.de>	2025-08-06 10:58:45 +08:00
github-actions[bot]	db3f556cb4	Release 0.11.26 (#2149 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com> Co-authored-by: marcusschiesser <17126+marcusschiesser@users.noreply.github.com>	2025-08-05 12:00:17 +08:00
Marcus Schiesser	4b5179169b	chore: add deprecation to readme (#2150 )	2025-08-05 11:53:35 +08:00
abdeliibrahim	971d37ceba	fix(deepseek): add 'as const' assertion to DEEPSEEK_MODELS for correct TypeScript inference (#2148 ) Co-authored-by: Marcus Schiesser <marcus.schiesser@googlemail.com>	2025-08-05 10:30:13 +08:00
github-actions[bot]	3e0ffdc688	Release 0.11.25 (#2144 ) Co-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>	2025-07-31 12:18:18 +08:00
Marcus Schiesser	049471bade	chore: deprecate cloud packages (#2143 )	2025-07-31 12:12:56 +08:00
github-actions[bot]	1e296ebe72	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>	2025-07-30 12:56:45 -04:00