From 883266939ea1cb984ca9f51b53eefa76668b15ad Mon Sep 17 00:00:00 2001
From: Parham Saidi <parham@parha.me>
Date: Mon, 3 Jun 2024 18:07:17 +0200
Subject: [PATCH] feat: Bedrock support added, only for Anthropic models (#847)
Co-authored-by: Alex Yang <himself65@outlook.com>
---
.changeset/neat-flowers-ring.md | 6 +
.../modules/llms/available_llms/bedrock.md | 61 +
packages/community/.cjs.swcrc | 12 +
packages/community/.swcrc | 8 +
packages/community/CHANGELOG.md | 0
packages/community/jsr.json | 8 +
packages/community/package.json | 59 +
packages/community/src/index.ts | 1 +
packages/community/src/llm/bedrock/base.ts | 352 ++++++
packages/community/src/llm/bedrock/types.ts | 109 ++
packages/community/src/llm/bedrock/utils.ts | 144 +++
packages/community/tsconfig.json | 19 +
packages/core/src/llm/index.ts | 2 +
pnpm-lock.yaml | 1012 +++++++++++++++++
14 files changed, 1793 insertions(+)
create mode 100644 .changeset/neat-flowers-ring.md
create mode 100644 apps/docs/docs/modules/llms/available_llms/bedrock.md
create mode 100644 packages/community/.cjs.swcrc
create mode 100644 packages/community/.swcrc
create mode 100644 packages/community/CHANGELOG.md
create mode 100644 packages/community/jsr.json
create mode 100644 packages/community/package.json
create mode 100644 packages/community/src/index.ts
create mode 100644 packages/community/src/llm/bedrock/base.ts
create mode 100644 packages/community/src/llm/bedrock/types.ts
create mode 100644 packages/community/src/llm/bedrock/utils.ts
create mode 100644 packages/community/tsconfig.json
diff --git a/.changeset/neat-flowers-ring.md b/.changeset/neat-flowers-ring.md
new file mode 100644
index 000000000..8424e089a
--- /dev/null
+++ b/.changeset/neat-flowers-ring.md
@@ -0,0 +1,6 @@
+---
+"docs": patch
+"@llamaindex/community": patch
+---
+
+Community bedrock support added
diff --git a/apps/docs/docs/modules/llms/available_llms/bedrock.md b/apps/docs/docs/modules/llms/available_llms/bedrock.md
new file mode 100644
index 000000000..b3e3301f8
--- /dev/null
+++ b/apps/docs/docs/modules/llms/available_llms/bedrock.md
@@ -0,0 +1,61 @@
+# Bedrock
+
+## Usage
+
+```ts
+import { BEDROCK_MODELS, Bedrock } from "@llamaindex/community";
+
+Settings.llm = new Bedrock({
+ model: BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU,
+ region: "us-east-1", // can be provided via env AWS_REGION
+ credentials: {
+ accessKeyId: "...", // optional and can be provided via env AWS_ACCESS_KEY_ID
+ secretAccessKey: "...", // optional and can be provided via env AWS_SECRET_ACCESS_KEY
+ },
+});
+```
+
+Currently only supports Anthropic models:
+
+```ts
+ANTHROPIC_CLAUDE_INSTANT_1 = "anthropic.claude-instant-v1";
+ANTHROPIC_CLAUDE_2 = "anthropic.claude-v2";
+ANTHROPIC_CLAUDE_2_1 = "anthropic.claude-v2:1";
+ANTHROPIC_CLAUDE_3_SONNET = "anthropic.claude-3-sonnet-20240229-v1:0";
+ANTHROPIC_CLAUDE_3_HAIKU = "anthropic.claude-3-haiku-20240307-v1:0";
+ANTHROPIC_CLAUDE_3_OPUS = "anthropic.claude-3-opus-20240229-v1:0"; // Not currently on Bedrock
+```
+
+Sonnet, Haiku and Opus are multimodal, image_url only supports base64 data url format, e.g. `data:image/jpeg;base64,SGVsbG8sIFdvcmxkIQ==`
+
+## Full Example
+
+```ts
+import { BEDROCK_MODELS, Bedrock } from "llamaindex";
+
+Settings.llm = new Bedrock({
+ model: BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU,
+});
+
+async function main() {
+ const document = new Document({ text: essay, id_: "essay" });
+
+ // Load and index documents
+ const index = await VectorStoreIndex.fromDocuments([document]);
+
+ // Create a query engine
+ const queryEngine = index.asQueryEngine({
+ retriever,
+ });
+
+ const query = "What is the meaning of life?";
+
+ // Query
+ const response = await queryEngine.query({
+ query,
+ });
+
+ // Log the response
+ console.log(response.response);
+}
+```
diff --git a/packages/community/.cjs.swcrc b/packages/community/.cjs.swcrc
new file mode 100644
index 000000000..4329f4656
--- /dev/null
+++ b/packages/community/.cjs.swcrc
@@ -0,0 +1,12 @@
+{
+ "jsc": {
+ "parser": {
+ "syntax": "typescript"
+ },
+ "target": "esnext"
+ },
+ "module": {
+ "type": "commonjs",
+ "ignoreDynamic": true
+ }
+}
diff --git a/packages/community/.swcrc b/packages/community/.swcrc
new file mode 100644
index 000000000..60e144e72
--- /dev/null
+++ b/packages/community/.swcrc
@@ -0,0 +1,8 @@
+{
+ "jsc": {
+ "parser": {
+ "syntax": "typescript"
+ },
+ "target": "esnext"
+ }
+}
diff --git a/packages/community/CHANGELOG.md b/packages/community/CHANGELOG.md
new file mode 100644
index 000000000..e69de29bb
diff --git a/packages/community/jsr.json b/packages/community/jsr.json
new file mode 100644
index 000000000..01749a160
--- /dev/null
+++ b/packages/community/jsr.json
@@ -0,0 +1,8 @@
+{
+ "name": "@llamaindex/community",
+ "version": "0.0.5",
+ "exports": {
+ ".": "./src/index.ts",
+ "./type": "./src/type.ts"
+ }
+}
diff --git a/packages/community/package.json b/packages/community/package.json
new file mode 100644
index 000000000..dae16f21e
--- /dev/null
+++ b/packages/community/package.json
@@ -0,0 +1,59 @@
+{
+ "name": "@llamaindex/community",
+ "description": "Community package for LlamaIndexTS",
+ "version": "0.0.1",
+ "type": "module",
+ "types": "dist/type/index.d.ts",
+ "main": "dist/cjs/index.js",
+ "exports": {
+ ".": {
+ "import": {
+ "types": "./dist/type/index.d.ts",
+ "default": "./dist/index.js"
+ },
+ "require": {
+ "types": "./dist/type/index.d.ts",
+ "default": "./dist/cjs/index.js"
+ }
+ },
+ "./*": {
+ "import": {
+ "types": "./dist/type/*.d.ts",
+ "default": "./dist/*.js"
+ },
+ "require": {
+ "types": "./dist/type/*.d.ts",
+ "default": "./dist/cjs/*.js"
+ }
+ }
+ },
+ "files": [
+ "dist",
+ "CHANGELOG.md"
+ ],
+ "repository": {
+ "type": "git",
+ "url": "https://github.com/run-llama/LlamaIndexTS.git",
+ "directory": "packages/community"
+ },
+ "scripts": {
+ "lint": "eslint .",
+ "build": "rm -rf ./dist && pnpm run build:esm && pnpm run build:cjs && pnpm run build:type",
+ "build:esm": "swc src -d dist --strip-leading-paths --config-file ../../.swcrc",
+ "build:cjs": "swc src -d dist/cjs --strip-leading-paths --config-file ../../.cjs.swcrc",
+ "build:type": "tsc -p tsconfig.json",
+ "postbuild": "node -e \"require('fs').writeFileSync('./dist/cjs/package.json', JSON.stringify({ type: 'commonjs' }))\"",
+ "dev": "concurrently \"pnpm run build:esm --watch\" \"pnpm run build:cjs --watch\" \"pnpm run build:type --watch\""
+ },
+ "devDependencies": {
+ "@swc/cli": "^0.3.12",
+ "@swc/core": "^1.5.5",
+ "concurrently": "^8.2.2",
+ "pathe": "^1.1.2"
+ },
+ "dependencies": {
+ "@aws-sdk/client-bedrock-runtime": "^3.582.0",
+ "@types/node": "^20.12.11",
+ "llamaindex": "workspace:*"
+ }
+}
diff --git a/packages/community/src/index.ts b/packages/community/src/index.ts
new file mode 100644
index 000000000..457f7602b
--- /dev/null
+++ b/packages/community/src/index.ts
@@ -0,0 +1 @@
+export { BEDROCK_MODELS, Bedrock } from "./llm/bedrock/base.js";
diff --git a/packages/community/src/llm/bedrock/base.ts b/packages/community/src/llm/bedrock/base.ts
new file mode 100644
index 000000000..044e21b26
--- /dev/null
+++ b/packages/community/src/llm/bedrock/base.ts
@@ -0,0 +1,352 @@
+import {
+ BedrockRuntimeClient,
+ InvokeModelCommand,
+ InvokeModelWithResponseStreamCommand,
+ type BedrockRuntimeClientConfig,
+ type InvokeModelCommandInput,
+ type InvokeModelWithResponseStreamCommandInput,
+} from "@aws-sdk/client-bedrock-runtime";
+
+import type {
+ ChatMessage,
+ ChatResponse,
+ ChatResponseChunk,
+ CompletionResponse,
+ LLMChatParamsNonStreaming,
+ LLMChatParamsStreaming,
+ LLMCompletionParamsNonStreaming,
+ LLMCompletionParamsStreaming,
+ LLMMetadata,
+ ToolCallLLMMessageOptions,
+} from "llamaindex";
+import { ToolCallLLM, streamConverter, wrapLLMEvent } from "llamaindex";
+import type {
+ AnthropicNoneStreamingResponse,
+ AnthropicTextContent,
+ StreamEvent,
+} from "./types.js";
+import {
+ mapChatMessagesToAnthropicMessages,
+ mapMessageContentToMessageContentDetails,
+ toUtf8,
+} from "./utils.js";
+
+export type BedrockAdditionalChatOptions = {};
+
+export type BedrockChatParamsStreaming = LLMChatParamsStreaming<
+ BedrockAdditionalChatOptions,
+ ToolCallLLMMessageOptions
+>;
+
+export type BedrockChatStreamResponse = AsyncIterable<
+ ChatResponseChunk<ToolCallLLMMessageOptions>
+>;
+
+export type BedrockChatParamsNonStreaming = LLMChatParamsNonStreaming<
+ BedrockAdditionalChatOptions,
+ ToolCallLLMMessageOptions
+>;
+
+export type BedrockChatNonStreamResponse =
+ ChatResponse<ToolCallLLMMessageOptions>;
+
+export enum BEDROCK_MODELS {
+ AMAZON_TITAN_TG1_LARGE = "amazon.titan-tg1-large",
+ AMAZON_TITAN_TEXT_EXPRESS_V1 = "amazon.titan-text-express-v1",
+ AI21_J2_GRANDE_INSTRUCT = "ai21.j2-grande-instruct",
+ AI21_J2_JUMBO_INSTRUCT = "ai21.j2-jumbo-instruct",
+ AI21_J2_MID = "ai21.j2-mid",
+ AI21_J2_MID_V1 = "ai21.j2-mid-v1",
+ AI21_J2_ULTRA = "ai21.j2-ultra",
+ AI21_J2_ULTRA_V1 = "ai21.j2-ultra-v1",
+ COHERE_COMMAND_TEXT_V14 = "cohere.command-text-v14",
+ ANTHROPIC_CLAUDE_INSTANT_1 = "anthropic.claude-instant-v1",
+ ANTHROPIC_CLAUDE_1 = "anthropic.claude-v1", // EOF: No longer supported
+ ANTHROPIC_CLAUDE_2 = "anthropic.claude-v2",
+ ANTHROPIC_CLAUDE_2_1 = "anthropic.claude-v2:1",
+ ANTHROPIC_CLAUDE_3_SONNET = "anthropic.claude-3-sonnet-20240229-v1:0",
+ ANTHROPIC_CLAUDE_3_HAIKU = "anthropic.claude-3-haiku-20240307-v1:0",
+ ANTHROPIC_CLAUDE_3_OPUS = "anthropic.claude-3-opus-20240229-v1:0",
+ META_LLAMA2_13B_CHAT = "meta.llama2-13b-chat-v1",
+ META_LLAMA2_70B_CHAT = "meta.llama2-70b-chat-v1",
+ META_LLAMA3_8B_INSTRUCT = "meta.llama3-8b-instruct-v1:0",
+ META_LLAMA3_70B_INSTRUCT = "meta.llama3-70b-instruct-v1:0",
+ MISTRAL_7B_INSTRUCT = "mistral.mistral-7b-instruct-v0:2",
+ MISTRAL_MIXTRAL_7B_INSTRUCT = "mistral.mixtral-8x7b-instruct-v0:1",
+ MISTRAL_MIXTRAL_LARGE_2402 = "mistral.mistral-large-2402-v1:0",
+}
+
+/*
+ * Values taken from https://docs.aws.amazon.com/bedrock/latest/userguide/model-parameters.html#model-parameters-claude
+ */
+
+const COMPLETION_MODELS = {
+ [BEDROCK_MODELS.AMAZON_TITAN_TG1_LARGE]: 8000,
+ [BEDROCK_MODELS.AMAZON_TITAN_TEXT_EXPRESS_V1]: 8000,
+ [BEDROCK_MODELS.AI21_J2_GRANDE_INSTRUCT]: 8000,
+ [BEDROCK_MODELS.AI21_J2_JUMBO_INSTRUCT]: 8000,
+ [BEDROCK_MODELS.AI21_J2_MID]: 8000,
+ [BEDROCK_MODELS.AI21_J2_MID_V1]: 8000,
+ [BEDROCK_MODELS.AI21_J2_ULTRA]: 8000,
+ [BEDROCK_MODELS.AI21_J2_ULTRA_V1]: 8000,
+ [BEDROCK_MODELS.COHERE_COMMAND_TEXT_V14]: 4096,
+};
+
+const CHAT_ONLY_MODELS = {
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_INSTANT_1]: 100000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_1]: 100000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_2]: 100000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_2_1]: 200000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_SONNET]: 200000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU]: 200000,
+ [BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS]: 200000,
+ [BEDROCK_MODELS.META_LLAMA2_13B_CHAT]: 2048,
+ [BEDROCK_MODELS.META_LLAMA2_70B_CHAT]: 4096,
+ [BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT]: 8192,
+ [BEDROCK_MODELS.META_LLAMA3_70B_INSTRUCT]: 8192,
+ [BEDROCK_MODELS.MISTRAL_7B_INSTRUCT]: 32000,
+ [BEDROCK_MODELS.MISTRAL_MIXTRAL_7B_INSTRUCT]: 32000,
+ [BEDROCK_MODELS.MISTRAL_MIXTRAL_LARGE_2402]: 32000,
+};
+
+const BEDROCK_FOUNDATION_LLMS = { ...COMPLETION_MODELS, ...CHAT_ONLY_MODELS };
+
+/*
+ * Only the following models support streaming as
+ * per result of Bedrock.Client.list_foundation_models
+ * https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/bedrock/client/list_foundation_models.html
+ */
+export const STREAMING_MODELS = new Set([
+ BEDROCK_MODELS.AMAZON_TITAN_TG1_LARGE,
+ BEDROCK_MODELS.AMAZON_TITAN_TEXT_EXPRESS_V1,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_INSTANT_1,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_1,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_2,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_2_1,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_SONNET,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_HAIKU,
+ BEDROCK_MODELS.ANTHROPIC_CLAUDE_3_OPUS,
+ BEDROCK_MODELS.META_LLAMA2_13B_CHAT,
+ BEDROCK_MODELS.META_LLAMA2_70B_CHAT,
+ BEDROCK_MODELS.META_LLAMA3_8B_INSTRUCT,
+ BEDROCK_MODELS.META_LLAMA3_70B_INSTRUCT,
+ BEDROCK_MODELS.MISTRAL_7B_INSTRUCT,
+ BEDROCK_MODELS.MISTRAL_MIXTRAL_7B_INSTRUCT,
+ BEDROCK_MODELS.MISTRAL_MIXTRAL_LARGE_2402,
+]);
+
+abstract class Provider {
+ abstract getTextFromResponse(response: Record<string, any>): string;
+
+ getTextFromStreamResponse(response: Record<string, any>): string {
+ return this.getTextFromResponse(response);
+ }
+
+ abstract getRequestBody<T extends ChatMessage>(
+ metadata: LLMMetadata,
+ messages: T[],
+ ): InvokeModelCommandInput | InvokeModelWithResponseStreamCommandInput;
+}
+
+class AnthropicProvider extends Provider {
+ getResultFromResponse(
+ response: Record<string, any>,
+ ): AnthropicNoneStreamingResponse {
+ return JSON.parse(toUtf8(response.body));
+ }
+
+ getTextFromResponse(response: Record<string, any>): string {
+ const result = this.getResultFromResponse(response);
+ return result.content
+ .filter((item) => item.type === "text")
+ .map((item) => (item as AnthropicTextContent).text)
+ .join(" ");
+ }
+
+ getTextFromStreamResponse(response: Record<string, any>): string {
+ const event: StreamEvent | undefined = response.chunk?.bytes
+ ? JSON.parse(toUtf8(response.chunk?.bytes))
+ : undefined;
+
+ if (event?.type === "content_block_delta") return event.delta.text;
+ return "";
+ }
+
+ getRequestBody<T extends ChatMessage>(
+ metadata: LLMMetadata,
+ messages: T[],
+ ): InvokeModelCommandInput | InvokeModelWithResponseStreamCommandInput {
+ return {
+ modelId: metadata.model,
+ contentType: "application/json",
+ accept: "application/json",
+ body: JSON.stringify({
+ anthropic_version: "bedrock-2023-05-31",
+ messages: mapChatMessagesToAnthropicMessages(messages),
+ max_tokens: metadata.maxTokens,
+ temperature: metadata.temperature,
+ top_p: metadata.topP,
+ }),
+ };
+ }
+}
+
+// Other providers could go here
+const PROVIDERS: { [key: string]: Provider } = {
+ anthropic: new AnthropicProvider(),
+};
+
+const getProvider = (model: string): Provider => {
+ const providerName = model.split(".")[0];
+ if (!(providerName in PROVIDERS)) {
+ throw new Error(
+ `Provider ${providerName} for model ${model} is not supported`,
+ );
+ }
+ return PROVIDERS[providerName];
+};
+
+export type BedrockModelParams = {
+ model: keyof typeof BEDROCK_FOUNDATION_LLMS;
+ temperature?: number;
+ topP?: number;
+ maxTokens?: number;
+};
+
+const DEFAULT_BEDROCK_PARAMS = {
+ temperature: 0.1,
+ topP: 1,
+ maxTokens: 1024, // required by anthropic
+};
+
+export type BedrockParams = BedrockModelParams & BedrockRuntimeClientConfig;
+
+/**
+ * ToolCallLLM for Bedrock
+ */
+export class Bedrock extends ToolCallLLM<BedrockAdditionalChatOptions> {
+ private client: BedrockRuntimeClient;
+ model: keyof typeof BEDROCK_FOUNDATION_LLMS;
+ temperature: number;
+ topP: number;
+ maxTokens?: number;
+ provider: Provider;
+ topK?: number;
+
+ // there should be no check for env variables. Bedrock can be authenticated in various ways
+ // AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY and AWS_REGION are the env variables used directly by the sdk
+ constructor({
+ temperature,
+ topP,
+ maxTokens,
+ model,
+ ...params
+ }: BedrockParams) {
+ super();
+
+ this.model = model;
+ this.provider = getProvider(this.model);
+ this.maxTokens = maxTokens ?? DEFAULT_BEDROCK_PARAMS.maxTokens;
+ this.temperature = temperature ?? DEFAULT_BEDROCK_PARAMS.temperature;
+ this.topP = topP ?? DEFAULT_BEDROCK_PARAMS.topP;
+ this.client = new BedrockRuntimeClient(params);
+ }
+
+ get supportToolCall(): boolean {
+ return false;
+ }
+
+ get metadata(): LLMMetadata {
+ // NOTE, Anthropic supports top_k but LLMMetadata does not
+ return {
+ model: this.model,
+ temperature: this.temperature,
+ topP: this.topP,
+ maxTokens: this.maxTokens,
+ contextWindow: BEDROCK_FOUNDATION_LLMS[this.model],
+ tokenizer: undefined,
+ };
+ }
+
+ protected async nonStreamChat(
+ params: BedrockChatParamsNonStreaming,
+ ): Promise<BedrockChatNonStreamResponse> {
+ const input = this.provider.getRequestBody(this.metadata, params.messages);
+ const command = new InvokeModelCommand(input);
+ const response = await this.client.send(command);
+ return {
+ raw: response,
+ message: {
+ content: this.provider.getTextFromResponse(response),
+ role: "assistant",
+ },
+ };
+ }
+
+ protected async *streamChat(
+ params: BedrockChatParamsStreaming,
+ ): BedrockChatStreamResponse {
+ if (!STREAMING_MODELS.has(this.model))
+ throw new Error(`The model: ${this.model} does not support streaming`);
+ const input = this.provider.getRequestBody(this.metadata, params.messages);
+ const command = new InvokeModelWithResponseStreamCommand(input);
+ const response = await this.client.send(command);
+
+ if (response.body)
+ yield* streamConverter(response.body, (response) => {
+ return {
+ delta: this.provider.getTextFromStreamResponse(response),
+ raw: response,
+ };
+ });
+ }
+
+ chat(params: BedrockChatParamsStreaming): Promise<BedrockChatStreamResponse>;
+ chat(
+ params: BedrockChatParamsNonStreaming,
+ ): Promise<BedrockChatNonStreamResponse>;
+
+ @wrapLLMEvent
+ async chat(
+ params: BedrockChatParamsStreaming | BedrockChatParamsNonStreaming,
+ ): Promise<BedrockChatStreamResponse | BedrockChatNonStreamResponse> {
+ if (params.stream) return this.streamChat(params);
+ return this.nonStreamChat(params);
+ }
+
+ complete(
+ params: LLMCompletionParamsStreaming,
+ ): Promise<AsyncIterable<CompletionResponse>>;
+ complete(
+ params: LLMCompletionParamsNonStreaming,
+ ): Promise<CompletionResponse>;
+ async complete(
+ params: LLMCompletionParamsStreaming | LLMCompletionParamsNonStreaming,
+ ): Promise<CompletionResponse | AsyncIterable<CompletionResponse>> {
+ const message: ChatMessage = {
+ role: "user",
+ content: mapMessageContentToMessageContentDetails(params.prompt),
+ };
+
+ const input = this.provider.getRequestBody(this.metadata, [message]);
+
+ if (params.stream) {
+ const command = new InvokeModelWithResponseStreamCommand(input);
+ const response = await this.client.send(command);
+ if (response.body)
+ return streamConverter(response.body, (response) => {
+ return {
+ text: this.provider.getTextFromStreamResponse(response),
+ raw: response,
+ };
+ });
+ }
+
+ const command = new InvokeModelCommand(input);
+ const response = await this.client.send(command);
+ return {
+ text: this.provider.getTextFromResponse(response),
+ raw: response,
+ };
+ }
+}
diff --git a/packages/community/src/llm/bedrock/types.ts b/packages/community/src/llm/bedrock/types.ts
new file mode 100644
index 000000000..14124dcda
--- /dev/null
+++ b/packages/community/src/llm/bedrock/types.ts
@@ -0,0 +1,109 @@
+type Usage = {
+ input_tokens: number;
+ output_tokens: number;
+};
+
+type Message = {
+ id: string;
+ type: string;
+ role: string;
+ content: string[];
+ model: string;
+ stop_reason: string | null;
+ stop_sequence: string | null;
+ usage: Usage;
+};
+
+type ContentBlockStart = {
+ type: "content_block_start";
+ index: number;
+ content_block: {
+ type: string;
+ text: string;
+ };
+};
+
+type Delta = {
+ type: string;
+ text: string;
+};
+
+type ContentBlockDelta = {
+ type: "content_block_delta";
+ index: number;
+ delta: Delta;
+};
+
+type ContentBlockStop = {
+ type: "content_block_stop";
+ index: number;
+};
+
+type MessageDelta = {
+ type: "message_delta";
+ delta: {
+ stop_reason: string;
+ stop_sequence: string | null;
+ };
+ usage: Usage;
+};
+
+type InvocationMetrics = {
+ inputTokenCount: number;
+ outputTokenCount: number;
+ invocationLatency: number;
+ firstByteLatency: number;
+};
+
+type MessageStop = {
+ type: "message_stop";
+ "amazon-bedrock-invocationMetrics": InvocationMetrics;
+};
+
+export type StreamEvent =
+ | { type: "message_start"; message: Message }
+ | ContentBlockStart
+ | ContentBlockDelta
+ | ContentBlockStop
+ | MessageDelta
+ | MessageStop;
+
+export type AnthropicContent = AnthropicTextContent | AnthropicImageContent;
+
+export type AnthropicTextContent = {
+ type: "text";
+ text: string;
+};
+
+export type AnthropicMediaTypes =
+ | "image/jpeg"
+ | "image/png"
+ | "image/webp"
+ | "image/gif";
+
+export type AnthropicImageSource = {
+ type: "base64";
+ media_type: AnthropicMediaTypes;
+ data: string; // base64 encoded image bytes
+};
+
+export type AnthropicImageContent = {
+ type: "image";
+ source: AnthropicImageSource;
+};
+
+export type AnthropicMessage = {
+ role: "user" | "assistant";
+ content: AnthropicContent[];
+};
+
+export type AnthropicNoneStreamingResponse = {
+ id: string;
+ type: "message";
+ role: "assistant";
+ content: AnthropicContent[];
+ model: string;
+ stop_reason: "end_turn" | "max_tokens" | "stop_sequence";
+ stop_sequence?: string;
+ usage: { input_tokens: number; output_tokens: number };
+};
diff --git a/packages/community/src/llm/bedrock/utils.ts b/packages/community/src/llm/bedrock/utils.ts
new file mode 100644
index 000000000..f6d9beea9
--- /dev/null
+++ b/packages/community/src/llm/bedrock/utils.ts
@@ -0,0 +1,144 @@
+import type {
+ ChatMessage,
+ MessageContent,
+ MessageContentDetail,
+} from "llamaindex";
+import type {
+ AnthropicContent,
+ AnthropicImageContent,
+ AnthropicMediaTypes,
+ AnthropicMessage,
+ AnthropicTextContent,
+} from "./types.js";
+
+const ACCEPTED_IMAGE_MIME_TYPES = [
+ "image/jpeg",
+ "image/png",
+ "image/webp",
+ "image/gif",
+];
+
+export const mapMessageContentToMessageContentDetails = (
+ content: MessageContent,
+): MessageContentDetail[] => {
+ return Array.isArray(content) ? content : [{ type: "text", text: content }];
+};
+
+export const mergeNeighboringSameRoleMessages = (
+ messages: AnthropicMessage[],
+): AnthropicMessage[] => {
+ return messages.reduce(
+ (result: AnthropicMessage[], current: AnthropicMessage, index: number) => {
+ if (index > 0 && messages[index - 1].role === current.role) {
+ result[result.length - 1].content = [
+ ...result[result.length - 1].content,
+ ...current.content,
+ ];
+ } else {
+ result.push(current);
+ }
+ return result;
+ },
+ [],
+ );
+};
+
+export const mapMessageContentDetailToAnthropicContent = <
+ T extends MessageContentDetail,
+>(
+ detail: T,
+): AnthropicContent => {
+ let content: AnthropicContent;
+
+ if (detail.type === "text") {
+ content = mapTextContent(detail.text);
+ } else if (detail.type === "image_url") {
+ content = mapImageContent(detail.image_url.url);
+ } else {
+ throw new Error("Unsupported content detail type");
+ }
+ return content;
+};
+
+export const mapMessageContentToAnthropicContent = <T extends MessageContent>(
+ content: T,
+): AnthropicContent[] => {
+ return mapMessageContentToMessageContentDetails(content).map(
+ mapMessageContentDetailToAnthropicContent,
+ );
+};
+
+export const mapChatMessagesToAnthropicMessages = <T extends ChatMessage>(
+ messages: T[],
+): AnthropicMessage[] => {
+ const mapped = messages
+ .flatMap((msg: T): AnthropicMessage[] => {
+ return mapMessageContentToMessageContentDetails(msg.content).map(
+ (detail: MessageContentDetail): AnthropicMessage => {
+ const content = mapMessageContentDetailToAnthropicContent(detail);
+
+ return {
+ role: msg.role === "assistant" ? "assistant" : "user",
+ content: [content],
+ };
+ },
+ );
+ })
+ .filter((message: AnthropicMessage) => {
+ const content = message.content[0];
+ if (content.type === "text" && !content.text) return false;
+ if (content.type === "image" && !content.source.data) return false;
+ return true;
+ });
+
+ return mergeNeighboringSameRoleMessages(mapped);
+};
+
+export const mapTextContent = (text: string): AnthropicTextContent => {
+ return { type: "text", text };
+};
+
+export const extractDataUrlComponents = (
+ dataUrl: string,
+): {
+ mimeType: string;
+ base64: string;
+} => {
+ const parts = dataUrl.split(";base64,");
+
+ if (parts.length !== 2 || !parts[0].startsWith("data:")) {
+ throw new Error("Invalid data URL");
+ }
+
+ const mimeType = parts[0].slice(5);
+ const base64 = parts[1];
+
+ return {
+ mimeType,
+ base64,
+ };
+};
+
+export const mapImageContent = (imageUrl: string): AnthropicImageContent => {
+ if (!imageUrl.startsWith("data:"))
+ throw new Error(
+ "For Anthropic please only use base64 data url, e.g.: data:image/jpeg;base64,SGVsbG8sIFdvcmxkIQ==",
+ );
+ const { mimeType, base64: data } = extractDataUrlComponents(imageUrl);
+ if (!ACCEPTED_IMAGE_MIME_TYPES.includes(mimeType))
+ throw new Error(
+ `Anthropic only accepts the following mimeTypes: ${ACCEPTED_IMAGE_MIME_TYPES.join("\n")}`,
+ );
+
+ return {
+ type: "image",
+ source: {
+ type: "base64",
+ media_type: mimeType as AnthropicMediaTypes,
+ data,
+ },
+ };
+};
+
+export const toUtf8 = (input: Uint8Array): string =>
+ new TextDecoder("utf-8").decode(input);
diff --git a/packages/community/tsconfig.json b/packages/community/tsconfig.json
new file mode 100644
index 000000000..b3bb53826
--- /dev/null
+++ b/packages/community/tsconfig.json
@@ -0,0 +1,19 @@
+{
+ "extends": "../../tsconfig.json",
+ "compilerOptions": {
+ "rootDir": "./src",
+ "outDir": "./dist/type",
+ "tsBuildInfoFile": "./dist/.tsbuildinfo",
+ "emitDeclarationOnly": true,
+ "module": "node16",
+ "moduleResolution": "node16",
+ "types": ["node"]
+ },
+ "include": ["./src"],
+ "exclude": ["node_modules"],
+ "references": [
+ {
+ "path": "../core/tsconfig.json"
+ }
+ ]
+}
diff --git a/packages/core/src/llm/index.ts b/packages/core/src/llm/index.ts
index 6bfc7a63e..dae1ca747 100644
--- a/packages/core/src/llm/index.ts
+++ b/packages/core/src/llm/index.ts
@@ -4,8 +4,10 @@ export {
ALL_AVAILABLE_V3_MODELS,
Anthropic,
} from "./anthropic.js";
+export { ToolCallLLM } from "./base.js";
export { FireworksLLM } from "./fireworks.js";
export { Gemini, GeminiSession } from "./gemini/base.js";
+export { streamConverter, wrapLLMEvent } from "./utils.js";
export {
GEMINI_MODEL,
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 50f0f3341..364d9fc96 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -332,6 +332,31 @@ importers:
specifier: ^5.4.5
version: 5.4.5
+ packages/community:
+ dependencies:
+ '@aws-sdk/client-bedrock-runtime':
+ specifier: ^3.582.0
+ version: 3.582.0
+ '@types/node':
+ specifier: ^20.12.11
+ version: 20.12.11
+ llamaindex:
+ specifier: workspace:*
+ version: link:../core
+ devDependencies:
+ '@swc/cli':
+ specifier: ^0.3.12
+ version: 0.3.12(@swc/core@1.5.5(@swc/helpers@0.5.11))(chokidar@3.6.0)
+ '@swc/core':
+ specifier: ^1.5.5
+ version: 1.5.5(@swc/helpers@0.5.11)
+ concurrently:
+ specifier: ^8.2.2
+ version: 8.2.2
+ pathe:
+ specifier: ^1.1.2
+ version: 1.1.2
+
packages/core:
dependencies:
'@anthropic-ai/sdk':
@@ -818,17 +843,140 @@ packages:
'@assemblyscript/loader@0.27.27':
resolution: {integrity: sha512-zeAM5zx4CT9shQuES+4UNfLVzlmkRrY9W1LujuEhS1xI/qcHr3BsU4SAOylR4D2lsRjhwcdqNEZkph/zA7+5Vg==}
+ '@aws-crypto/crc32@3.0.0':
+ resolution: {integrity: sha512-IzSgsrxUcsrejQbPVilIKy16kAT52EwB6zSaI+M3xxIhKh5+aldEyvI+z6erM7TCLB2BJsFrtHjp6/4/sr+3dA==}
+
+ '@aws-crypto/ie11-detection@3.0.0':
+ resolution: {integrity: sha512-341lBBkiY1DfDNKai/wXM3aujNBkXR7tq1URPQDL9wi3AUbI80NR74uF1TXHMm7po1AcnFk8iu2S2IeU/+/A+Q==}
+
+ '@aws-crypto/sha256-browser@3.0.0':
+ resolution: {integrity: sha512-8VLmW2B+gjFbU5uMeqtQM6Nj0/F1bro80xQXCW6CQBWgosFWXTx77aeOF5CAIAmbOK64SdMBJdNr6J41yP5mvQ==}
+
+ '@aws-crypto/sha256-js@3.0.0':
+ resolution: {integrity: sha512-PnNN7os0+yd1XvXAy23CFOmTbMaDxgxXtTKHybrJ39Y8kGzBATgBFibWJKH6BhytLI/Zyszs87xCOBNyBig6vQ==}
+
'@aws-crypto/sha256-js@5.2.0':
resolution: {integrity: sha512-FFQQyu7edu4ufvIZ+OadFpHHOt+eSTBaYaki44c+akjg7qZg9oOQeLlk77F6tSYqjDAFClrHJk9tMf0HdVyOvA==}
engines: {node: '>=16.0.0'}
+ '@aws-crypto/supports-web-crypto@3.0.0':
+ resolution: {integrity: sha512-06hBdMwUAb2WFTuGG73LSC0wfPu93xWwo5vL2et9eymgmu3Id5vFAHBbajVWiGhPO37qcsdCap/FqXvJGJWPIg==}
+
+ '@aws-crypto/util@3.0.0':
+ resolution: {integrity: sha512-2OJlpeJpCR48CC8r+uKVChzs9Iungj9wkZrl8Z041DWEWvyIHILYKCPNzJghKsivj+S3mLo6BVc7mBNzdxA46w==}
+
'@aws-crypto/util@5.2.0':
resolution: {integrity: sha512-4RkU9EsI6ZpBve5fseQlGNUWKMa1RLPQ1dnjnQoe07ldfIzcsGb5hC5W0Dm7u423KWzawlrpbjXBrXCEv9zazQ==}
+ '@aws-sdk/client-bedrock-runtime@3.582.0':
+ resolution: {integrity: sha512-MVcJHH/4Y7F88QQrj05bWAQIQaOJE5PyLaHTaxscbsi41W7T/09NVRRPZqWICdjkKlJ6NruEDquna1bb3mt2wQ==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/client-sso-oidc@3.582.0':
+ resolution: {integrity: sha512-g4uiD4GUR03CqY6LwdocJxO+fHSBk/KNXBGJv1ENCcPmK3jpEI8xBggIQOQl3NWjDeP07bpIb8+UhgSoYAYtkg==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/client-sso@3.582.0':
+ resolution: {integrity: sha512-C6G2vNREANe5uUCYrTs8vvGhIrrS1GRoTjr0f5qmkZDuAtuBsQNoTF6Rt+0mDwXXBYW3FcNhZntaNCGVhXlugA==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/client-sts@3.582.0':
+ resolution: {integrity: sha512-3gaYyQkt8iTSStnjv6kJoPGDJUaPbhcgBOrXhUNbWUgAlgw7Y1aI1MYt3JqvVN4jtiCLwjuiAQATU/8elbqPdQ==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/core@3.582.0':
+ resolution: {integrity: sha512-ofmD96IQc9g1dbyqlCyxu5fCG7kIl9p1NoN5+vGBUyLdbmPCV3Pdg99nRHYEJuv2MgGx5AUFGDPMHcqbJpnZIw==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-env@3.577.0':
+ resolution: {integrity: sha512-Jxu255j0gToMGEiqufP8ZtKI8HW90lOLjwJ3LrdlD/NLsAY0tOQf1fWc53u28hWmmNGMxmCrL2p66IOgMDhDUw==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-http@3.582.0':
+ resolution: {integrity: sha512-kGOUKw5ryPkDIYB69PjK3SicVLTbWB06ouFN2W1EvqUJpkQGPAUGzYcomKtt3mJaCTf/1kfoaHwARAl6KKSP8Q==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-ini@3.582.0':
+ resolution: {integrity: sha512-GWcjHx6ErcZAi5GZ7kItX7E6ygYmklm9tD9dbCWdsnis7IiWfYZNMXFQEwKCubUmhT61zjGZGDUiRcqVeZu1Aw==}
+ engines: {node: '>=16.0.0'}
+ peerDependencies:
+ '@aws-sdk/client-sts': ^3.582.0
+
+ '@aws-sdk/credential-provider-node@3.582.0':
+ resolution: {integrity: sha512-T8OLA/2xayRMT8z2eIZgo8tBAamTsBn7HWc8mL1a9yzv5OCPYvucNmbO915DY8u4cNbMl2dcB9frfVxIrahCXw==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-process@3.577.0':
+ resolution: {integrity: sha512-Gin6BWtOiXxIgITrJ3Nwc+Y2P1uVT6huYR4EcbA/DJUPWyO0n9y5UFLewPvVbLkRn15JeEqErBLUrHclkiOKtw==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-sso@3.582.0':
+ resolution: {integrity: sha512-PSiBX6YvJaodGSVg6dReWfeYgK5Tl4fUi0GMuD9WXo/ckfxAPdDFtIfVR6VkSPUrkZj26uw1Pwqeefp2H5phag==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/credential-provider-web-identity@3.577.0':
+ resolution: {integrity: sha512-ZGHGNRaCtJJmszb9UTnC7izNCtRUttdPlLdMkh41KPS32vfdrBDHs1JrpbZijItRj1xKuOXsiYSXLAaHGcLh8Q==}
+ engines: {node: '>=16.0.0'}
+ peerDependencies:
+ '@aws-sdk/client-sts': ^3.577.0
+
+ '@aws-sdk/middleware-host-header@3.577.0':
+ resolution: {integrity: sha512-9ca5MJz455CODIVXs0/sWmJm7t3QO4EUa1zf8pE8grLpzf0J94bz/skDWm37Pli13T3WaAQBHCTiH2gUVfCsWg==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/middleware-logger@3.577.0':
+ resolution: {integrity: sha512-aPFGpGjTZcJYk+24bg7jT4XdIp42mFXSuPt49lw5KygefLyJM/sB0bKKqPYYivW0rcuZ9brQ58eZUNthrzYAvg==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/middleware-recursion-detection@3.577.0':
+ resolution: {integrity: sha512-pn3ZVEd2iobKJlR3H+bDilHjgRnNrQ6HMmK9ZzZw89Ckn3Dcbv48xOv4RJvu0aU8SDLl/SNCxppKjeLDTPGBNA==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/middleware-user-agent@3.577.0':
+ resolution: {integrity: sha512-P55HAXgwmiHHpFx5JEPvOnAbfhN7v6sWv9PBQs+z2tC7QiBcPS0cdJR6PfV7J1n4VPK52/OnrK3l9VxdQ7Ms0g==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/region-config-resolver@3.577.0':
+ resolution: {integrity: sha512-4ChCFACNwzqx/xjg3zgFcW8Ali6R9C95cFECKWT/7CUM1D0MGvkclSH2cLarmHCmJgU6onKkJroFtWp0kHhgyg==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/token-providers@3.577.0':
+ resolution: {integrity: sha512-0CkIZpcC3DNQJQ1hDjm2bdSy/Xjs7Ny5YvSsacasGOkNfk+FdkiQy6N67bZX3Zbc9KIx+Nz4bu3iDeNSNplnnQ==}
+ engines: {node: '>=16.0.0'}
+ peerDependencies:
+ '@aws-sdk/client-sso-oidc': ^3.577.0
+
'@aws-sdk/types@3.567.0':
resolution: {integrity: sha512-JBznu45cdgQb8+T/Zab7WpBmfEAh77gsk99xuF4biIb2Sw1mdseONdoGDjEJX57a25TzIv/WUJ2oABWumckz1A==}
engines: {node: '>=16.0.0'}
+ '@aws-sdk/types@3.577.0':
+ resolution: {integrity: sha512-FT2JZES3wBKN/alfmhlo+3ZOq/XJ0C7QOZcDNrpKjB0kqYoKjhVKZ/Hx6ArR0czkKfHzBBEs6y40ebIHx2nSmA==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/util-endpoints@3.577.0':
+ resolution: {integrity: sha512-FjuUz1Kdy4Zly2q/c58tpdqHd6z7iOdU/caYzoc8jwgAHBDBbIJNQLCU9hXJnPV2M8pWxQDyIZsoVwtmvErPzw==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/util-locate-window@3.568.0':
+ resolution: {integrity: sha512-3nh4TINkXYr+H41QaPelCceEB2FXP3fxp93YZXB/kqJvX0U9j0N0Uk45gvsjmEPzG8XxkPEeLIfT2I1M7A6Lig==}
+ engines: {node: '>=16.0.0'}
+
+ '@aws-sdk/util-user-agent-browser@3.577.0':
+ resolution: {integrity: sha512-zEAzHgR6HWpZOH7xFgeJLc6/CzMcx4nxeQolZxVZoB5pPaJd3CjyRhZN0xXeZB0XIRCWmb4yJBgyiugXLNMkLA==}
+
+ '@aws-sdk/util-user-agent-node@3.577.0':
+ resolution: {integrity: sha512-XqvtFjbSMtycZTWVwDe8DRWovuoMbA54nhUoZwVU6rW9OSD6NZWGR512BUGHFaWzW0Wg8++Dj10FrKTG2XtqfA==}
+ engines: {node: '>=16.0.0'}
+ peerDependencies:
+ aws-crt: '>=1.0.0'
+ peerDependenciesMeta:
+ aws-crt:
+ optional: true
+
+ '@aws-sdk/util-utf8-browser@3.259.0':
+ resolution: {integrity: sha512-UvFa/vR+e19XookZF8RzFZBrw2EUkQWxiBW0yYQAhvk3C+QVGl0H3ouca8LDBlBfQKXwmW3huo/59H8rwb1wJw==}
+
'@babel/code-frame@7.24.2':
resolution: {integrity: sha512-y5+tLQyV8pg3fsiln67BVLD1P13Eg4lh5RW9mF0zUuvLrv9uIQ4MCL+CRT+FTsBlBjcIan6PGsLcBN0m3ClUyQ==}
engines: {node: '>=6.9.0'}
@@ -2713,22 +2861,193 @@ packages:
'@slorber/remark-comment@1.0.0':
resolution: {integrity: sha512-RCE24n7jsOj1M0UPvIQCHTe7fI0sFL4S2nwKVWwHyVr/wI/H8GosgsJGyhnsZoGFnD/P2hLf1mSbrrgSLN93NA==}
+ '@smithy/abort-controller@3.0.0':
+ resolution: {integrity: sha512-p6GlFGBt9K4MYLu72YuJ523NVR4A8oHlC5M2JO6OmQqN8kAc/uh1JqLE+FizTokrSJGg0CSvC+BrsmGzKtsZKA==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/config-resolver@3.0.0':
+ resolution: {integrity: sha512-2GzOfADwYLQugYkKQhIyZyQlM05K+tMKvRnc6eFfZcpJGRfKoMUMYdPlBKmqHwQFXQKBrGV6cxL9oymWgDzvFw==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/core@2.0.1':
+ resolution: {integrity: sha512-rcMkjvwxH/bER+oZUPR0yTA0ELD6m3A+d92+CFkdF6HJFCBB1bXo7P5pm21L66XwTN01B6bUhSCQ7cymWRD8zg==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/credential-provider-imds@3.0.0':
+ resolution: {integrity: sha512-lfmBiFQcA3FsDAPxNfY0L7CawcWtbyWsBOHo34nF095728JLkBX4Y9q/VPPE2r7fqMVK+drmDigqE2/SSQeVRA==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/eventstream-codec@3.0.0':
+ resolution: {integrity: sha512-PUtyEA0Oik50SaEFCZ0WPVtF9tz/teze2fDptW6WRXl+RrEenH8UbEjudOz8iakiMl3lE3lCVqYf2Y+znL8QFQ==}
+
+ '@smithy/eventstream-serde-browser@3.0.0':
+ resolution: {integrity: sha512-NB7AFiPN4NxP/YCAnrvYR18z2/ZsiHiF7VtG30gshO9GbFrIb1rC8ep4NGpJSWrz6P64uhPXeo4M0UsCLnZKqw==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/eventstream-serde-config-resolver@3.0.0':
+ resolution: {integrity: sha512-RUQG3vQ3LX7peqqHAbmayhgrF5aTilPnazinaSGF1P0+tgM3vvIRWPHmlLIz2qFqB9LqFIxditxc8O2Z6psrRw==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/eventstream-serde-node@3.0.0':
+ resolution: {integrity: sha512-baRPdMBDMBExZXIUAoPGm/hntixjt/VFpU6+VmCyiYJYzRHRxoaI1MN+5XE+hIS8AJ2GCHLMFEIOLzq9xx1EgQ==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/eventstream-serde-universal@3.0.0':
+ resolution: {integrity: sha512-HNFfShmotWGeAoW4ujP8meV9BZavcpmerDbPIjkJbxKbN8RsUcpRQ/2OyIxWNxXNH2GWCAxuSB7ynmIGJlQ3Dw==}
+ engines: {node: '>=16.0.0'}
+
+ '@smithy/fetch-http-handler@3.0.1':
+ resolution: {integrity: sha512-uaH74i5BDj+rBwoQaXioKpI0SHBJFtOVwzrCpxZxphOW0ki5jhj7dXvDMYM2IJem8TpdFvS2iC08sjOblfFGFg==}
+
+ '@smithy/hash-node@3.0.0':
+ resolution: {integrity: sha512-84qXstNemP3XS5jcof0el6+bDfjzuvhJPQTEfro3lgtbCtKgzPm3MgiS6ehXVPjeQ5+JS0HqmTz8f/RYfzHVxw==}
+ engines: {node: '>=16.0.0'}
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+ '@smithy/util-defaults-mode-browser': 3.0.1
+ '@smithy/util-defaults-mode-node': 3.0.1
+ '@smithy/util-endpoints': 2.0.0
+ '@smithy/util-middleware': 3.0.0
+ '@smithy/util-retry': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+ transitivePeerDependencies:
+ - aws-crt
+
+ '@aws-sdk/client-sts@3.582.0':
+ dependencies:
+ '@aws-crypto/sha256-browser': 3.0.0
+ '@aws-crypto/sha256-js': 3.0.0
+ '@aws-sdk/client-sso-oidc': 3.582.0(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/core': 3.582.0
+ '@aws-sdk/credential-provider-node': 3.582.0(@aws-sdk/client-sso-oidc@3.582.0)(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/middleware-host-header': 3.577.0
+ '@aws-sdk/middleware-logger': 3.577.0
+ '@aws-sdk/middleware-recursion-detection': 3.577.0
+ '@aws-sdk/middleware-user-agent': 3.577.0
+ '@aws-sdk/region-config-resolver': 3.577.0
+ '@aws-sdk/types': 3.577.0
+ '@aws-sdk/util-endpoints': 3.577.0
+ '@aws-sdk/util-user-agent-browser': 3.577.0
+ '@aws-sdk/util-user-agent-node': 3.577.0
+ '@smithy/config-resolver': 3.0.0
+ '@smithy/core': 2.0.1
+ '@smithy/fetch-http-handler': 3.0.1
+ '@smithy/hash-node': 3.0.0
+ '@smithy/invalid-dependency': 3.0.0
+ '@smithy/middleware-content-length': 3.0.0
+ '@smithy/middleware-endpoint': 3.0.0
+ '@smithy/middleware-retry': 3.0.1
+ '@smithy/middleware-serde': 3.0.0
+ '@smithy/middleware-stack': 3.0.0
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/node-http-handler': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ '@smithy/url-parser': 3.0.0
+ '@smithy/util-base64': 3.0.0
+ '@smithy/util-body-length-browser': 3.0.0
+ '@smithy/util-body-length-node': 3.0.0
+ '@smithy/util-defaults-mode-browser': 3.0.1
+ '@smithy/util-defaults-mode-node': 3.0.1
+ '@smithy/util-endpoints': 2.0.0
+ '@smithy/util-middleware': 3.0.0
+ '@smithy/util-retry': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+ transitivePeerDependencies:
+ - aws-crt
+
+ '@aws-sdk/core@3.582.0':
+ dependencies:
+ '@smithy/core': 2.0.1
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/signature-v4': 3.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ fast-xml-parser: 4.2.5
+ tslib: 2.6.2
+
+ '@aws-sdk/credential-provider-env@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/credential-provider-http@3.582.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/fetch-http-handler': 3.0.1
+ '@smithy/node-http-handler': 3.0.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ '@smithy/util-stream': 3.0.1
+ tslib: 2.6.2
+
+ '@aws-sdk/credential-provider-ini@3.582.0(@aws-sdk/client-sso-oidc@3.582.0)(@aws-sdk/client-sts@3.582.0)':
+ dependencies:
+ '@aws-sdk/client-sts': 3.582.0
+ '@aws-sdk/credential-provider-env': 3.577.0
+ '@aws-sdk/credential-provider-process': 3.577.0
+ '@aws-sdk/credential-provider-sso': 3.582.0(@aws-sdk/client-sso-oidc@3.582.0)
+ '@aws-sdk/credential-provider-web-identity': 3.577.0(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/types': 3.577.0
+ '@smithy/credential-provider-imds': 3.0.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+ transitivePeerDependencies:
+ - '@aws-sdk/client-sso-oidc'
+ - aws-crt
+
+ '@aws-sdk/credential-provider-node@3.582.0(@aws-sdk/client-sso-oidc@3.582.0)(@aws-sdk/client-sts@3.582.0)':
+ dependencies:
+ '@aws-sdk/credential-provider-env': 3.577.0
+ '@aws-sdk/credential-provider-http': 3.582.0
+ '@aws-sdk/credential-provider-ini': 3.582.0(@aws-sdk/client-sso-oidc@3.582.0)(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/credential-provider-process': 3.577.0
+ '@aws-sdk/credential-provider-sso': 3.582.0(@aws-sdk/client-sso-oidc@3.582.0)
+ '@aws-sdk/credential-provider-web-identity': 3.577.0(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/types': 3.577.0
+ '@smithy/credential-provider-imds': 3.0.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+ transitivePeerDependencies:
+ - '@aws-sdk/client-sso-oidc'
+ - '@aws-sdk/client-sts'
+ - aws-crt
+
+ '@aws-sdk/credential-provider-process@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/credential-provider-sso@3.582.0(@aws-sdk/client-sso-oidc@3.582.0)':
+ dependencies:
+ '@aws-sdk/client-sso': 3.582.0
+ '@aws-sdk/token-providers': 3.577.0(@aws-sdk/client-sso-oidc@3.582.0)
+ '@aws-sdk/types': 3.577.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+ transitivePeerDependencies:
+ - '@aws-sdk/client-sso-oidc'
+ - aws-crt
+
+ '@aws-sdk/credential-provider-web-identity@3.577.0(@aws-sdk/client-sts@3.582.0)':
+ dependencies:
+ '@aws-sdk/client-sts': 3.582.0
+ '@aws-sdk/types': 3.577.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/middleware-host-header@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/middleware-logger@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/middleware-recursion-detection@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/middleware-user-agent@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@aws-sdk/util-endpoints': 3.577.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/region-config-resolver@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-config-provider': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/token-providers@3.577.0(@aws-sdk/client-sso-oidc@3.582.0)':
+ dependencies:
+ '@aws-sdk/client-sso-oidc': 3.582.0(@aws-sdk/client-sts@3.582.0)
+ '@aws-sdk/types': 3.577.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
'@aws-sdk/types@3.567.0':
dependencies:
'@smithy/types': 2.12.0
tslib: 2.6.2
+ '@aws-sdk/types@3.577.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/util-endpoints@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-endpoints': 2.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/util-locate-window@3.568.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@aws-sdk/util-user-agent-browser@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/types': 3.0.0
+ bowser: 2.11.0
+ tslib: 2.6.2
+
+ '@aws-sdk/util-user-agent-node@3.577.0':
+ dependencies:
+ '@aws-sdk/types': 3.577.0
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@aws-sdk/util-utf8-browser@3.259.0':
+ dependencies:
+ tslib: 2.6.2
+
'@babel/code-frame@7.24.2':
dependencies:
'@babel/highlight': 7.24.5
@@ -12422,24 +13146,304 @@ snapshots:
micromark-util-character: 1.2.0
micromark-util-symbol: 1.1.0
+ '@smithy/abort-controller@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/config-resolver@3.0.0':
+ dependencies:
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-config-provider': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/core@2.0.1':
+ dependencies:
+ '@smithy/middleware-endpoint': 3.0.0
+ '@smithy/middleware-retry': 3.0.1
+ '@smithy/middleware-serde': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/credential-provider-imds@3.0.0':
+ dependencies:
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/url-parser': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/eventstream-codec@3.0.0':
+ dependencies:
+ '@aws-crypto/crc32': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-hex-encoding': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/eventstream-serde-browser@3.0.0':
+ dependencies:
+ '@smithy/eventstream-serde-universal': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/eventstream-serde-config-resolver@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/eventstream-serde-node@3.0.0':
+ dependencies:
+ '@smithy/eventstream-serde-universal': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/eventstream-serde-universal@3.0.0':
+ dependencies:
+ '@smithy/eventstream-codec': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/fetch-http-handler@3.0.1':
+ dependencies:
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/querystring-builder': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-base64': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/hash-node@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ '@smithy/util-buffer-from': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/invalid-dependency@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
'@smithy/is-array-buffer@2.2.0':
dependencies:
tslib: 2.6.2
+ '@smithy/is-array-buffer@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@smithy/middleware-content-length@3.0.0':
+ dependencies:
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/middleware-endpoint@3.0.0':
+ dependencies:
+ '@smithy/middleware-serde': 3.0.0
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/url-parser': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/middleware-retry@3.0.1':
+ dependencies:
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/service-error-classification': 3.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ '@smithy/util-retry': 3.0.0
+ tslib: 2.6.2
+ uuid: 9.0.1
+
+ '@smithy/middleware-serde@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/middleware-stack@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/node-config-provider@3.0.0':
+ dependencies:
+ '@smithy/property-provider': 3.0.0
+ '@smithy/shared-ini-file-loader': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/node-http-handler@3.0.0':
+ dependencies:
+ '@smithy/abort-controller': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/querystring-builder': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/property-provider@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/protocol-http@4.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/querystring-builder@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ '@smithy/util-uri-escape': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/querystring-parser@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/service-error-classification@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+
+ '@smithy/shared-ini-file-loader@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/signature-v4@3.0.0':
+ dependencies:
+ '@smithy/is-array-buffer': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-hex-encoding': 3.0.0
+ '@smithy/util-middleware': 3.0.0
+ '@smithy/util-uri-escape': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/smithy-client@3.0.1':
+ dependencies:
+ '@smithy/middleware-endpoint': 3.0.0
+ '@smithy/middleware-stack': 3.0.0
+ '@smithy/protocol-http': 4.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-stream': 3.0.1
+ tslib: 2.6.2
+
'@smithy/types@2.12.0':
dependencies:
tslib: 2.6.2
+ '@smithy/types@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@smithy/url-parser@3.0.0':
+ dependencies:
+ '@smithy/querystring-parser': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-base64@3.0.0':
+ dependencies:
+ '@smithy/util-buffer-from': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-body-length-browser@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@smithy/util-body-length-node@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
'@smithy/util-buffer-from@2.2.0':
dependencies:
'@smithy/is-array-buffer': 2.2.0
tslib: 2.6.2
+ '@smithy/util-buffer-from@3.0.0':
+ dependencies:
+ '@smithy/is-array-buffer': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-config-provider@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@smithy/util-defaults-mode-browser@3.0.1':
+ dependencies:
+ '@smithy/property-provider': 3.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ bowser: 2.11.0
+ tslib: 2.6.2
+
+ '@smithy/util-defaults-mode-node@3.0.1':
+ dependencies:
+ '@smithy/config-resolver': 3.0.0
+ '@smithy/credential-provider-imds': 3.0.0
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/property-provider': 3.0.0
+ '@smithy/smithy-client': 3.0.1
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-endpoints@2.0.0':
+ dependencies:
+ '@smithy/node-config-provider': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-hex-encoding@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
+ '@smithy/util-middleware@3.0.0':
+ dependencies:
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-retry@3.0.0':
+ dependencies:
+ '@smithy/service-error-classification': 3.0.0
+ '@smithy/types': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-stream@3.0.1':
+ dependencies:
+ '@smithy/fetch-http-handler': 3.0.1
+ '@smithy/node-http-handler': 3.0.0
+ '@smithy/types': 3.0.0
+ '@smithy/util-base64': 3.0.0
+ '@smithy/util-buffer-from': 3.0.0
+ '@smithy/util-hex-encoding': 3.0.0
+ '@smithy/util-utf8': 3.0.0
+ tslib: 2.6.2
+
+ '@smithy/util-uri-escape@3.0.0':
+ dependencies:
+ tslib: 2.6.2
+
'@smithy/util-utf8@2.3.0':
dependencies:
'@smithy/util-buffer-from': 2.2.0
tslib: 2.6.2
+ '@smithy/util-utf8@3.0.0':
+ dependencies:
+ '@smithy/util-buffer-from': 3.0.0
+ tslib: 2.6.2
+
'@svgr/babel-plugin-add-jsx-attribute@8.0.0(@babel/core@7.24.5)':
dependencies:
'@babel/core': 7.24.5
@@ -13769,6 +14773,8 @@ snapshots:
boolbase@1.0.0: {}
+ bowser@2.11.0: {}
+
boxen@6.2.1:
dependencies:
ansi-align: 3.0.1
@@ -15364,6 +16370,10 @@ snapshots:
dependencies:
punycode: 1.4.1
+ fast-xml-parser@4.2.5:
+ dependencies:
+ strnum: 1.0.5
+
fastq@1.17.1:
dependencies:
reusify: 1.0.4
@@ -19687,6 +20697,8 @@ snapshots:
strip-outer@2.0.0: {}
+ strnum@1.0.5: {}
+
strtok3@7.0.0:
dependencies:
'@tokenizer/token': 0.3.0
--
GitLab