diff --git a/.gitignore b/.gitignore index ea01e66e3..3c4f8c5eb 100644 --- a/.gitignore +++ b/.gitignore @@ -7,4 +7,8 @@ node_modules # MkDocs documentation site*/ -.cache \ No newline at end of file +.cache + +# Coding Asssitant +.kiro/settings +.kiro/specs diff --git a/.kiro/steering/product.md b/.kiro/steering/product.md new file mode 100644 index 000000000..6fb8a86ba --- /dev/null +++ b/.kiro/steering/product.md @@ -0,0 +1,24 @@ +# Generative AI Use Cases (GenU) + +GenU is a well-architected application implementation with business use cases for utilizing generative AI in business operations. It provides a platform for deploying and using various generative AI capabilities in a secure, enterprise-ready environment. + +## Core Features + +- **Multiple AI Use Cases**: Chat, Text Generation, Summarization, Meeting Minutes, Writing, Translation, Web Content Extraction, Image Generation, Video Generation, Video Analysis, Diagram Generation, Voice Chat +- **RAG (Retrieval Augmented Generation)**: Supports both Amazon Kendra and Knowledge Base for connecting AI to your organization's documents +- **Agent Support**: Integration with Bedrock Agents and Flows for specialized AI capabilities +- **Use Case Builder**: Create custom use cases with natural language prompt templates without coding +- **Security Features**: SAML authentication, IP restrictions, and other enterprise security controls +- **Multi-language Support**: Internationalization with multiple language interfaces + +## Target Users + +GenU is designed for organizations looking to implement generative AI capabilities in a secure, controlled environment with enterprise-grade features and customization options. + +## Key Differentiators + +- Well-architected AWS implementation following best practices +- Extensive customization options through configuration +- Support for multiple AI models and capabilities +- Enterprise security features +- No-code custom use case creation diff --git a/.kiro/steering/structure.md b/.kiro/steering/structure.md new file mode 100644 index 000000000..d2cdd5099 --- /dev/null +++ b/.kiro/steering/structure.md @@ -0,0 +1,105 @@ +# Project Structure + +## Root Organization + +The project follows a monorepo structure with workspaces: + +``` +generative-ai-use-cases/ +├── docs/ # Documentation files (English and Japanese) +├── packages/ # Main code packages +│ ├── cdk/ # AWS CDK infrastructure code +│ ├── common/ # Shared utilities and types +│ ├── types/ # TypeScript type definitions +│ └── web/ # Frontend web application +├── browser-extension/ # Browser extension code +└── .husky/ # Git hooks +``` + +## Key Packages + +### packages/cdk + +Contains all AWS infrastructure code defined using CDK: + +``` +packages/cdk/ +├── bin/ # CDK app entry point +├── lib/ # CDK constructs and stacks +│ ├── construct/ # Reusable CDK constructs +│ └── utils/ # Helper utilities +├── lambda/ # Lambda function code +├── lambda-python/ # Python Lambda functions +├── custom-resources/ # Custom CDK resources +│ ├── agent-core-runtime/ +│ └── opensearch-index/ +├── assets/ # Static assets for deployment +└── cdk.json # CDK configuration +``` + +### packages/web + +Contains the React frontend application: + +``` +packages/web/ +├── public/ # Static assets +├── src/ +│ ├── components/ # Reusable UI components +│ ├── hooks/ # React hooks +│ ├── pages/ # Page components +│ ├── utils/ # Utility functions +│ ├── i18n/ # Internationalization +│ └── prompts/ # AI prompt templates +└── vite.config.ts # Vite configuration +``` + +### packages/types + +Contains TypeScript type definitions shared across packages: + +``` +packages/types/src/ +├── agent.d.ts # Agent-related types +├── chat.d.ts # Chat-related types +├── message.d.ts # Message-related types +├── agent-core.d.ts # Agent Core types +└── ... # Other type definitions +``` + +## Documentation + +Documentation is available in both English and Japanese: + +``` +docs/ +├── en/ # English documentation +├── ja/ # Japanese documentation +└── assets/ # Documentation assets and images +``` + +## Browser Extension + +A browser extension is available for accessing GenU functionality: + +``` +browser-extension/ +├── src/ # Extension source code +├── public/ # Static assets +└── tools/ # Build tools +``` + +## Code Conventions + +1. **TypeScript**: The project uses TypeScript throughout for type safety +2. **React Components**: Functional components with hooks +3. **CDK Constructs**: Modular CDK constructs for infrastructure components +4. **Internationalization**: All user-facing text uses i18n for translation +5. **Testing**: Jest for unit tests + +## Configuration Files + +- `package.json`: Root package with workspace definitions and scripts +- `packages/cdk/cdk.json`: Main configuration for AWS deployment +- `packages/web/vite.config.ts`: Frontend build configuration +- `mkdocs.yml`: Documentation site configuration diff --git a/.kiro/steering/tech.md b/.kiro/steering/tech.md new file mode 100644 index 000000000..aebd165e9 --- /dev/null +++ b/.kiro/steering/tech.md @@ -0,0 +1,123 @@ +# Technical Stack and Build System + +## Core Technologies + +- **Frontend**: React with TypeScript, Vite, TailwindCSS +- **Backend**: AWS CDK (Cloud Development Kit) for infrastructure as code +- **AI Services**: Amazon Bedrock, Amazon Kendra, Amazon Transcribe +- **Authentication**: Amazon Cognito with SAML support +- **Storage**: Amazon S3, DynamoDB +- **API**: AWS API Gateway, AWS Lambda + +## Key Libraries and Frameworks + +### Frontend + +- React 18 +- TypeScript +- Vite for build tooling +- TailwindCSS for styling +- i18next for internationalization +- SWR for data fetching +- Zustand for state management +- React Router for navigation +- AWS Amplify for AWS service integration + +### Backend + +- AWS CDK for infrastructure as code +- TypeScript +- AWS Lambda for serverless functions +- AWS SDK for JavaScript + +## Project Build Commands + +### Root Project Commands + +```bash +# Install dependencies +npm ci + +# Run linting +npm run lint + +# Run tests +npm run test + +# Deploy AWS resources +npm run cdk:deploy + +# Fast deployment (without pre-checking) +npm run cdk:deploy:quick + +# Delete AWS resources +npm run cdk:destroy + +# Documentation development server +npm run docs:dev + +# Build documentation +npm run docs:build +``` + +### Web Frontend Commands + +```bash +# Start development server +npm run web:dev + +# Build for production +npm run web:build + +# Run linting +npm run web:lint + +# Run tests +npm run web:test +``` + +### CDK Commands + +```bash +# Bootstrap CDK (first-time setup) +npx -w packages/cdk cdk bootstrap + +# Deploy CDK stacks +npm run cdk:deploy + +# Run CDK tests +npm run cdk:test +``` + +### Browser Extension Commands + +```bash +# Install extension dependencies +npm run extension:ci + +# Start extension development +npm run extension:dev + +# Build extension +npm run extension:build +``` + +## Environment Setup + +Before deploying, ensure: + +1. AWS CLI is configured with appropriate credentials +2. Node.js and npm are installed +3. Required Bedrock models are enabled in your AWS account +4. CDK is bootstrapped in your AWS environment (first-time only) + +## Configuration + +The main configuration file is `packages/cdk/cdk.json`, which controls: + +- AWS region settings +- Enabled AI models and capabilities +- Security settings +- RAG configuration +- Agent and Flow settings +- UI customization options diff --git a/README.md b/README.md index ae67bf7e0..90a56189c 100644 --- a/README.md +++ b/README.md @@ -109,7 +109,7 @@ Additionally, it is possible to build a RAG that references data outside of AWS
- I want to use custom Bedrock Agents or Bedrock Flows within my organization + I want to use custom Bedrock Agents or AgentCore or Bedrock Flows within my organization When you [enable agents](docs/en/DEPLOY_OPTION.md#enabling-agent-chat-use-case) in GenU, Web Search Agent and Code Interpreter Agent are created. The Web Search Agent searches the web for information to answer user questions. For example, it can answer "What is AWS GenU?" @@ -121,6 +121,8 @@ GenU provides a feature to [import agents](docs/en/DEPLOY_OPTION.md#adding-manua By using GenU as a platform for agent utilization, you can leverage GenU's [rich security options](docs/en/DEPLOY_OPTION.md#security-related-settings) and [SAML authentication](docs/en/DEPLOY_OPTION.md#saml-authentication) to spread practical agents within your organization. Additionally, you can [hide unnecessary standard use cases](docs/en/DEPLOY_OPTION.md#hiding-specific-use-cases) or [display agents inline](docs/en/DEPLOY_OPTION.md#displaying-agents-inline) to use GenU as a more agent-focused platform. +Similarly, there is an [import feature](docs/en/DEPLOY_OPTION.md#enabling-agentcore-use-cases) for AgentCore Runtime, so please make use of it. + Similarly, there is an [import feature](docs/en/DEPLOY_OPTION.md#enabling-flow-chat-use-case) for Bedrock Flows, so please make use of it. Additionally, you can create agents that perform actions on services outside AWS by [enabling MCP chat](docs/en/DEPLOY_OPTION.md#enabling-mcp-chat-use-case) and adding external MCP servers to [packages/cdk/mcp-api/mcp.json](/packages/cdk/mcp-api/mcp.json). diff --git a/README_ja.md b/README_ja.md index 79ffb1d9d..b99af98cd 100644 --- a/README_ja.md +++ b/README_ja.md @@ -106,7 +106,7 @@ Knowledge Base を利用する場合は、[Advanced Parsing](docs/ja/DEPLOY_OPTI
- 独自に作成した Bedrock Agents や Bedrock Flows などを社内で利用したい。 + 独自に作成した Bedrock Agents や AgentCore や Bedrock Flows などを社内で利用したい。 GenU で [エージェントを有効化](docs/ja/DEPLOY_OPTION.md#agent-チャットユースケースの有効化)すると Web 検索エージェントと Code Interpreter エージェントが作成されます。 Web 検索エージェントは、ユーザーの質問に回答するための情報を Web で検索し、回答します。例えば「AWS の GenU ってなに?」という質問に回答できます。 @@ -118,6 +118,8 @@ GenU では手動で作成したエージェントや別のアセットで作成 GenU をエージェント活用のプラットフォームとして利用することで、GenU が提供する [豊富なセキュリティオプション](docs/ja/DEPLOY_OPTION.md#セキュリティ関連設定) や [SAML認証](docs/ja/DEPLOY_OPTION.md#saml-認証) などを活用し、実践的なエージェントを社内に普及させることができます。 また、オプションで [不要な標準ユースケースを非表示](docs/ja/DEPLOY_OPTION.md#特定のユースケースを非表示にする) にしたり、[エージェントをインライン表示](docs/ja/DEPLOY_OPTION.md#agent-をインライン表示にする) することで、よりエージェントに特化したプラットフォームとして GenU をご利用いただくことが可能です。 +AgentCore Runtime に関しても同様に [インポート機能](docs/ja/DEPLOY_OPTION.md#agentcore-ユースケースの有効化) がございますので、ぜひご活用ください。 + Bedrock Flows に関しても同様に [インポート機能](docs/ja/DEPLOY_OPTION.md#flow-チャットユースケースの有効化) がございますので、ぜひご活用ください。 また、[MCP チャットを有効化](docs/ja/DEPLOY_OPTION.md#mcp-チャットユースケースの有効化) して外部サービスの MCP サーバーを [packages/cdk/mcp-api/mcp.json](/packages/cdk/mcp-api/mcp.json) に追加することで、AWS 外のサービスにも何らかのアクションを起こすエージェントを作成することも可能です。 diff --git a/docs/assets/images/usecase_agentcore.gif b/docs/assets/images/usecase_agentcore.gif new file mode 100644 index 000000000..d34effe7d Binary files /dev/null and b/docs/assets/images/usecase_agentcore.gif differ diff --git a/docs/en/DEPLOY_OPTION.md b/docs/en/DEPLOY_OPTION.md index aa333c4d5..ed29acfe0 100644 --- a/docs/en/DEPLOY_OPTION.md +++ b/docs/en/DEPLOY_OPTION.md @@ -678,6 +678,52 @@ const envs: Record> = { } ``` +### Enabling AgentCore Use Cases + +This is a use case for integrating with agents created in AgentCore. (Experimental: Breaking changes may be made without notice) + +Enabling `createGenericAgentCoreRuntime` will deploy the default AgentCore Runtime. +By default, it is deployed to the `modelRegion`, but you can override this by specifying `agentCoreRegion`. + +With `agentCoreExternalRuntimes`, you can use externally created AgentCore Runtimes. + +**Edit [parameter.ts](/packages/cdk/parameter.ts)** + +```typescript +// parameter.ts +const envs: Record> = { + dev: { + createGenericAgentCoreRuntime: true, + agentCoreRegion: 'us-west-2', + agentCoreExternalRuntimes: [ + { + name: 'AgentCore1', + arn: 'arn:aws:bedrock-agentcore:us-west-2::runtime/agent-core1-xxxxxxxx', + }, + ], + }, +}; +``` + +**Edit [packages/cdk/cdk.json](/packages/cdk/cdk.json)** + +```json +// cdk.json + +{ + "context": { + "createGenericAgentCoreRuntime": true, + "agentCoreRegion": "us-west-2", + "agentCoreExternalRuntimes": [ + { + "name": "AgentCore1", + "arn": "arn:aws:bedrock-agentcore:us-west-2::runtime/agent-core1-xxxxxxxx" + } + ] + } +} +``` + ### Enabling Voice Chat Use Case > [!NOTE] diff --git a/docs/ja/DEPLOY_OPTION.md b/docs/ja/DEPLOY_OPTION.md index be4df585d..4033e4751 100644 --- a/docs/ja/DEPLOY_OPTION.md +++ b/docs/ja/DEPLOY_OPTION.md @@ -693,6 +693,52 @@ const envs: Record> = { } ``` +### AgentCore ユースケースの有効化 + +AgentCore で作成したエージェントと連携するユースケースです。(Experimental: 予告なく破壊的変更を行うことがあります) + +`createGenericAgentCoreRuntime` を有効化するとデフォルトの AgentCore Runtime がデプロイされます。 +デフォルトでは `modelRegion` にデプロイされますが、`agentCoreRegion` を指定し上書きすることが可能です。 + +`agentCoreExternalRuntimes` で外部で作成した AgentCore Runtime を利用することが可能です。 + +**[parameter.ts](/packages/cdk/parameter.ts) を編集** + +```typescript +// parameter.ts +const envs: Record> = { + dev: { + createGenericAgentCoreRuntime: true, + agentCoreRegion: 'us-west-2', + agentCoreExternalRuntimes: [ + { + name: 'AgentCore1', + arn: 'arn:aws:bedrock-agentcore:us-west-2::runtime/agent-core1-xxxxxxxx', + }, + ], + }, +}; +``` + +**[packages/cdk/cdk.json](/packages/cdk/cdk.json) を編集** + +```json +// cdk.json + +{ + "context": { + "createGenericAgentCoreRuntime": true, + "agentCoreRegion": "us-west-2", + "agentCoreExternalRuntimes": [ + { + "name": "AgentCore1", + "arn": "arn:aws:bedrock-agentcore:us-west-2::runtime/agent-core1-xxxxxxxx" + } + ] + } +} +``` + ### 音声チャットユースケースの有効化 > [!NOTE] diff --git a/docs/overrides/home_en.html b/docs/overrides/home_en.html index 233a869bb..8f9bee0df 100644 --- a/docs/overrides/home_en.html +++ b/docs/overrides/home_en.html @@ -145,7 +145,7 @@

Chat

Text Generation

Use Case Builder

@@ -177,7 +177,7 @@

RAG Chat

Text Generation

Agent Chat

@@ -188,11 +188,25 @@

Agent Chat

+
+
+ AgentCore +

AgentCore Chat

+

+ AgentCore is a secure serverless runtime which provide session + level isolation which is ideal for running OSS Agent. You can + integrate custom Agent deployed on AgentCore to GenU. +

+
+
Text Generation

Flow Chat

@@ -207,7 +221,7 @@

Flow Chat

Text Generation

Voice Chat

@@ -223,7 +237,7 @@

Voice Chat

Text Generation

Summarize

@@ -255,7 +269,7 @@

Text Generation

Writing

@@ -272,7 +286,7 @@

Writing

Text Generation

Translation

@@ -288,7 +302,7 @@

Translation

Text Generation

Web Content Extraction

@@ -303,7 +317,7 @@

Web Content Extraction

Text Generation

Image Generation

@@ -316,7 +330,7 @@

Image Generation

Text Generation

Video Generation

@@ -329,7 +343,7 @@

Video Generation

Text Generation

Video Analysis

diff --git a/docs/overrides/home_ja.html b/docs/overrides/home_ja.html index b11ad9f09..a55c51f35 100644 --- a/docs/overrides/home_ja.html +++ b/docs/overrides/home_ja.html @@ -178,6 +178,20 @@

Agent チャット

+
+
+ AgentCore +

AgentCore チャット

+

+ AgentCore は、OSS + エージェントを実行するのに理想的なセッションレベルの分離を提供する、セキュアなサーバーレスランタイムです。AgentCore + にデプロイされたカスタムエージェントを GenU に統合できます。 +

+
+
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}, "engines": { @@ -13846,13 +14914,13 @@ } }, "node_modules/@smithy/util-endpoints": { - "version": "3.0.4", - "resolved": "https://registry.npmjs.org/@smithy/util-endpoints/-/util-endpoints-3.0.4.tgz", - "integrity": "sha512-VfFATC1bmZLV2858B/O1NpMcL32wYo8DPPhHxYxDCodDl3f3mSZ5oJheW1IF91A0EeAADz2WsakM/hGGPGNKLg==", + "version": "3.0.6", + "resolved": "https://registry.npmjs.org/@smithy/util-endpoints/-/util-endpoints-3.0.6.tgz", + "integrity": "sha512-YARl3tFL3WgPuLzljRUnrS2ngLiUtkwhQtj8PAL13XZSyUiNLQxwG3fBBq3QXFqGFUXepIN73pINp3y8c2nBmA==", "license": "Apache-2.0", "dependencies": { - "@smithy/node-config-provider": "^4.1.1", - "@smithy/types": "^4.2.0", + "@smithy/node-config-provider": "^4.1.3", + "@smithy/types": "^4.3.1", "tslib": "^2.6.2" }, "engines": { @@ -13872,12 +14940,12 @@ } }, "node_modules/@smithy/util-middleware": { - "version": "4.0.2", - "resolved": "https://registry.npmjs.org/@smithy/util-middleware/-/util-middleware-4.0.2.tgz", - "integrity": 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"Apache-2.0", "dependencies": { - "@smithy/service-error-classification": "^4.0.3", - "@smithy/types": "^4.2.0", + "@smithy/service-error-classification": "^4.0.6", + "@smithy/types": "^4.3.1", "tslib": "^2.6.2" }, "engines": { @@ -13899,14 +14967,14 @@ } }, "node_modules/@smithy/util-stream": { - "version": "4.2.0", - "resolved": "https://registry.npmjs.org/@smithy/util-stream/-/util-stream-4.2.0.tgz", - "integrity": "sha512-Vj1TtwWnuWqdgQI6YTUF5hQ/0jmFiOYsc51CSMgj7QfyO+RF4EnT2HNjoviNlOOmgzgvf3f5yno+EiC4vrnaWQ==", + "version": "4.2.3", + "resolved": "https://registry.npmjs.org/@smithy/util-stream/-/util-stream-4.2.3.tgz", + "integrity": "sha512-cQn412DWHHFNKrQfbHY8vSFI3nTROY1aIKji9N0tpp8gUABRilr7wdf8fqBbSlXresobM+tQFNk6I+0LXK/YZg==", "license": "Apache-2.0", "dependencies": { - "@smithy/fetch-http-handler": "^5.0.2", - "@smithy/node-http-handler": "^4.0.4", - "@smithy/types": "^4.2.0", + "@smithy/fetch-http-handler": "^5.1.0", + "@smithy/node-http-handler": "^4.1.0", + "@smithy/types": "^4.3.1", "@smithy/util-base64": "^4.0.0", "@smithy/util-buffer-from": "^4.0.0", "@smithy/util-hex-encoding": "^4.0.0", @@ -13993,13 +15061,13 @@ } }, "node_modules/@smithy/util-waiter": { - "version": "4.0.3", - "resolved": "https://registry.npmjs.org/@smithy/util-waiter/-/util-waiter-4.0.3.tgz", - "integrity": "sha512-JtaY3FxmD+te+KSI2FJuEcfNC9T/DGGVf551babM7fAaXhjJUt7oSYurH1Devxd2+BOSUACCgt3buinx4UnmEA==", + "version": "4.0.6", + "resolved": "https://registry.npmjs.org/@smithy/util-waiter/-/util-waiter-4.0.6.tgz", + "integrity": "sha512-slcr1wdRbX7NFphXZOxtxRNA7hXAAtJAXJDE/wdoMAos27SIquVCKiSqfB6/28YzQ8FCsB5NKkhdM5gMADbqxg==", "license": "Apache-2.0", "dependencies": { - "@smithy/abort-controller": "^4.0.2", - "@smithy/types": "^4.2.0", + "@smithy/abort-controller": "^4.0.4", + "@smithy/types": "^4.3.1", "tslib": "^2.6.2" }, "engines": { @@ -34730,6 +35798,8 @@ "@aws-cdk/aws-lambda-python-alpha": "^2.154.1-alpha.0", "@aws-sdk/client-bedrock-agent": "^3.755.0", "@aws-sdk/client-bedrock-agent-runtime": "^3.755.0", + "@aws-sdk/client-bedrock-agentcore": "^3.755.0", + "@aws-sdk/client-bedrock-agentcore-control": "^3.755.0", "@aws-sdk/client-bedrock-runtime": "^3.755.0", "@aws-sdk/client-dynamodb": "^3.755.0", "@aws-sdk/client-kendra": "^3.755.0", @@ -34804,6 +35874,7 @@ "dependencies": { "@aws-amplify/ui-react": "^6.1.12", "@aws-crypto/sha256-js": "^5.2.0", + "@aws-sdk/client-bedrock-agentcore": "^3.755.0", "@aws-sdk/client-cognito-identity": "^3.755.0", "@aws-sdk/client-kendra": "^3.755.0", "@aws-sdk/client-lambda": "^3.755.0", diff --git a/packages/cdk/.eslintrc.cjs b/packages/cdk/.eslintrc.cjs index e3461b171..71f92c755 100644 --- a/packages/cdk/.eslintrc.cjs +++ b/packages/cdk/.eslintrc.cjs @@ -5,7 +5,7 @@ module.exports = { 'plugin:@typescript-eslint/eslint-recommended', 'plugin:@typescript-eslint/recommended', ], - ignorePatterns: ['cdk.out', '.eslintrc.cjs'], + ignorePatterns: ['cdk.out', '.eslintrc.cjs', 'custom-resources/**', 'dist'], parser: '@typescript-eslint/parser', parserOptions: { project: './tsconfig.json', diff --git a/packages/cdk/.gitignore b/packages/cdk/.gitignore index 53ee0de10..ee0357ea7 100644 --- a/packages/cdk/.gitignore +++ b/packages/cdk/.gitignore @@ -1,5 +1,4 @@ *.js -!jest.config.js *.d.ts node_modules **/__pycache__/** @@ -7,4 +6,4 @@ node_modules # CDK asset staging directory .cdk.staging cdk.out -!custom-resources/*.js +!custom-resources/**/*.js diff --git a/packages/cdk/cdk.json b/packages/cdk/cdk.json index 846abfd64..ef84f40b5 100644 --- a/packages/cdk/cdk.json +++ b/packages/cdk/cdk.json @@ -62,6 +62,8 @@ "inlineAgents": false, "mcpEnabled": false, "flows": [], + "createGenericAgentCoreRuntime": false, + "agentCoreExternalRuntimes": [], "allowedIpV4AddressRanges": null, "allowedIpV6AddressRanges": null, "allowedCountryCodes": null, diff --git a/packages/cdk/custom-resources/agent-core-runtime/.gitignore b/packages/cdk/custom-resources/agent-core-runtime/.gitignore new file mode 100644 index 000000000..9cf4150d3 --- /dev/null +++ b/packages/cdk/custom-resources/agent-core-runtime/.gitignore @@ -0,0 +1,28 @@ +# TypeScript compilation outputs +*.js +*.d.ts +*.js.map + +# Dependencies +node_modules/ + +# Logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# Runtime data +pids +*.pid +*.seed +*.pid.lock + +# Coverage directory used by tools like istanbul +coverage/ + +# Editor directories and files +.vscode/ +.idea/ +*.swp +*.swo \ No newline at end of file diff --git a/packages/cdk/custom-resources/agent-core-runtime/index.ts b/packages/cdk/custom-resources/agent-core-runtime/index.ts new file mode 100644 index 000000000..d896f9039 --- /dev/null +++ b/packages/cdk/custom-resources/agent-core-runtime/index.ts @@ -0,0 +1,301 @@ +import { + BedrockAgentCoreControlClient, + CreateAgentRuntimeCommand, + UpdateAgentRuntimeCommand, + DeleteAgentRuntimeCommand, + CreateAgentRuntimeRequest, + UpdateAgentRuntimeRequest, +} from '@aws-sdk/client-bedrock-agentcore-control'; + +// Types for Custom Resource +interface CloudFormationCustomResourceEvent { + RequestType: 'Create' | 'Update' | 'Delete'; + ResponseURL: string; + StackId: string; + RequestId: string; + ResourceType: string; + LogicalResourceId: string; + ResourceProperties: { + AgentCoreRuntimeName: string; + RoleArn: string; + NetworkMode: string; + ServerProtocol: string; + CustomConfig: Record; + }; + PhysicalResourceId?: string; +} + +interface AgentCoreRuntimeConfig { + name: string; + roleArn: string; + networkMode: string; + serverProtocol: string; + containerImageUri: string; + environmentVariables?: Record; +} + +interface CustomResourceResponse { + PhysicalResourceId: string; + Data?: { + AgentCoreRuntimeId: string; + AgentCoreRuntimeArn: string; + }; +} + +/** + * Create AgentCore Runtime using AWS SDK + */ +async function createAgentRuntime( + client: BedrockAgentCoreControlClient, + config: AgentCoreRuntimeConfig +): Promise<{ agentRuntimeId: string; agentRuntimeArn: string }> { + console.log(`Creating AgentCore Runtime: ${config.name}`); + + if (!config.containerImageUri) { + throw new Error('containerImageUri is required for AgentCore Runtime'); + } + if (!config.serverProtocol) { + throw new Error('serverProtocol is required for AgentCore Runtime'); + } + + const createParams: CreateAgentRuntimeRequest = { + agentRuntimeName: config.name, + agentRuntimeArtifact: { + containerConfiguration: { + containerUri: config.containerImageUri, + }, + }, + roleArn: config.roleArn, + networkConfiguration: { + networkMode: (config.networkMode === 'DEFAULT' + ? 'PUBLIC' + : config.networkMode) as any, + }, + protocolConfiguration: { + serverProtocol: config.serverProtocol as any, + }, + ...(config.environmentVariables && { + environmentVariables: config.environmentVariables, + }), + }; + + console.log('Create parameters:', JSON.stringify(createParams, null, 2)); + + const command = new CreateAgentRuntimeCommand(createParams); + const response = await client.send(command); + + if (!response.agentRuntimeId || !response.agentRuntimeArn) { + throw new Error( + 'Failed to create AgentCore Runtime - missing ID or ARN in response' + ); + } + + console.log( + `Successfully created AgentCore Runtime: ${response.agentRuntimeId}` + ); + + return { + agentRuntimeId: response.agentRuntimeId, + agentRuntimeArn: response.agentRuntimeArn, + }; +} + +/** + * Update AgentCore Runtime using AWS SDK + */ +async function updateAgentRuntime( + client: BedrockAgentCoreControlClient, + agentRuntimeId: string, + config: AgentCoreRuntimeConfig +): Promise<{ agentRuntimeId: string; agentRuntimeArn: string }> { + console.log(`Updating AgentCore Runtime: ${agentRuntimeId}`); + + if (!config.containerImageUri) { + throw new Error( + 'containerImageUri is required for AgentCore Runtime update' + ); + } + if (!config.serverProtocol) { + throw new Error('serverProtocol is required for AgentCore Runtime update'); + } + + const updateParams: UpdateAgentRuntimeRequest = { + agentRuntimeId, + agentRuntimeArtifact: { + containerConfiguration: { + containerUri: config.containerImageUri, + }, + }, + roleArn: config.roleArn, + networkConfiguration: { + networkMode: (config.networkMode === 'DEFAULT' + ? 'PUBLIC' + : config.networkMode) as any, + }, + protocolConfiguration: { + serverProtocol: config.serverProtocol as any, + }, + ...(config.environmentVariables && { + environmentVariables: config.environmentVariables, + }), + }; + + console.log('Update parameters:', JSON.stringify(updateParams, null, 2)); + + const command = new UpdateAgentRuntimeCommand(updateParams); + const response = await client.send(command); + + console.log(`Successfully updated AgentCore Runtime: ${agentRuntimeId}`); + + return { + agentRuntimeId, + agentRuntimeArn: + response.agentRuntimeArn || + `arn:aws:bedrock-agentcore:${process.env.AWS_REGION}:${process.env.AWS_ACCOUNT_ID}:runtime/${agentRuntimeId}`, + }; +} + +/** + * Delete AgentCore Runtime using AWS SDK + */ +async function deleteAgentRuntime( + client: BedrockAgentCoreControlClient, + agentRuntimeId: string +): Promise { + console.log(`Deleting AgentCore Runtime: ${agentRuntimeId}`); + + try { + const deleteParams = { agentRuntimeId }; + const command = new DeleteAgentRuntimeCommand(deleteParams); + await client.send(command); + console.log(`Successfully deleted AgentCore Runtime: ${agentRuntimeId}`); + } catch (error: any) { + console.log(`Delete error for AgentCore Runtime ${agentRuntimeId}:`, error); + + // Simplified error handling: Only handle resource not found + if ( + error.name === 'ResourceNotFoundException' || + error.message?.includes('not found') || + error.message?.includes('does not exist') + ) { + console.log( + `AgentCore Runtime ${agentRuntimeId} already deleted or not found` + ); + return; // Success case + } + + // For all other errors, let them bubble up + // CloudFormation will handle resource abandonment as designed + throw error; + } +} + +/** + * Main Lambda handler for CustomResource using Provider Framework + */ +export async function handler( + event: CloudFormationCustomResourceEvent +): Promise { + console.log('Received event:', JSON.stringify(event, null, 2)); + + const { RequestType, ResourceProperties, PhysicalResourceId } = event; + const { + AgentCoreRuntimeName: agentRuntimeName, + CustomConfig: customConfig = {}, + RoleArn: roleArn, + NetworkMode: networkMode, + ServerProtocol: serverProtocol, + } = ResourceProperties; + + // Extract configuration + const config: AgentCoreRuntimeConfig = { + name: agentRuntimeName, + roleArn, + networkMode, + serverProtocol, + containerImageUri: (customConfig as any).containerImageUri, + environmentVariables: (customConfig as any).environmentVariables, + }; + + const client = new BedrockAgentCoreControlClient({ + region: process.env.AWS_REGION, + }); + + try { + switch (RequestType) { + case 'Create': { + const { agentRuntimeId, agentRuntimeArn } = await createAgentRuntime( + client, + config + ); + + return { + PhysicalResourceId: agentRuntimeId, + Data: { + AgentCoreRuntimeId: agentRuntimeId, + AgentCoreRuntimeArn: agentRuntimeArn, + }, + }; + } + + case 'Update': { + if (!PhysicalResourceId) { + throw new Error('PhysicalResourceId is required for Update'); + } + + const { agentRuntimeId, agentRuntimeArn } = await updateAgentRuntime( + client, + PhysicalResourceId, + config + ); + + return { + PhysicalResourceId: agentRuntimeId, + Data: { + AgentCoreRuntimeId: agentRuntimeId, + AgentCoreRuntimeArn: agentRuntimeArn, + }, + }; + } + + case 'Delete': { + console.log( + `Processing Delete request for PhysicalResourceId: ${PhysicalResourceId}` + ); + + // Simple validation: Only process if we have a valid resource ID + if ( + !PhysicalResourceId || + PhysicalResourceId === 'deleted' || + PhysicalResourceId === 'failed' + ) { + console.log(`No valid resource to delete: ${PhysicalResourceId}`); + return { + PhysicalResourceId: PhysicalResourceId || 'deleted', + }; + } + + // Simple delete operation - let errors bubble up naturally + await deleteAgentRuntime(client, PhysicalResourceId); + + return { + PhysicalResourceId: PhysicalResourceId, + }; + } + + default: + throw new Error(`Unknown request type: ${RequestType}`); + } + } catch (error) { + console.error('Error processing request:', error); + console.log('Request details:', { + RequestType, + PhysicalResourceId, + LogicalResourceId: event.LogicalResourceId, + }); + + // Simple error handling: Re-throw the error + // Provider Framework will handle CloudFormation response + throw error; + } +} diff --git a/packages/cdk/custom-resources/agent-core-runtime/package-lock.json b/packages/cdk/custom-resources/agent-core-runtime/package-lock.json new file mode 100644 index 000000000..014820610 --- /dev/null +++ b/packages/cdk/custom-resources/agent-core-runtime/package-lock.json @@ -0,0 +1,1318 @@ +{ + "name": "agent-core-runtime-custom-resource", + "version": "1.0.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "agent-core-runtime-custom-resource", + "version": "1.0.0", + "dependencies": { + "@aws-sdk/client-bedrock-agentcore-control": "^3.755.0" + }, + "devDependencies": { + 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"typescript": "^5.0.0" + } +} diff --git a/packages/cdk/custom-resources/agent-core-runtime/tsconfig.json b/packages/cdk/custom-resources/agent-core-runtime/tsconfig.json new file mode 100644 index 000000000..deaa5c919 --- /dev/null +++ b/packages/cdk/custom-resources/agent-core-runtime/tsconfig.json @@ -0,0 +1,20 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": ["ES2020"], + "outDir": "./", + "rootDir": "./", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "declaration": true, + "declarationMap": false, + "sourceMap": false, + "moduleResolution": "node", + "allowSyntheticDefaultImports": true + }, + "include": ["*.ts"], + "exclude": ["node_modules", "**/*.test.ts", "**/*.spec.ts"] +} diff --git a/packages/cdk/custom-resources/oss-index.js b/packages/cdk/custom-resources/opensearch-index/oss-index.js similarity index 100% rename from packages/cdk/custom-resources/oss-index.js rename to packages/cdk/custom-resources/opensearch-index/oss-index.js diff --git a/packages/cdk/custom-resources/package-lock.json b/packages/cdk/custom-resources/opensearch-index/package-lock.json similarity index 99% rename from packages/cdk/custom-resources/package-lock.json rename to packages/cdk/custom-resources/opensearch-index/package-lock.json index 1deb8db18..dfc87a4b0 100644 --- a/packages/cdk/custom-resources/package-lock.json +++ b/packages/cdk/custom-resources/opensearch-index/package-lock.json @@ -1,5 +1,5 @@ { - "name": "custom-resources", + "name": "opensearch-index", "lockfileVersion": 3, "requires": true, "packages": { diff --git a/packages/cdk/custom-resources/package.json b/packages/cdk/custom-resources/opensearch-index/package.json similarity index 100% rename from packages/cdk/custom-resources/package.json rename to packages/cdk/custom-resources/opensearch-index/package.json diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/.dockerignore b/packages/cdk/lambda-python/generic-agent-core-runtime/.dockerignore new file mode 100644 index 000000000..b7be024ec --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/.dockerignore @@ -0,0 +1,89 @@ +# Git +.git +.gitignore +.gitattributes + + +# CI +.codeclimate.yml +.travis.yml +.taskcluster.yml + +# Docker +docker-compose.yml +Dockerfile +.docker +.dockerignore + +# Byte-compiled / optimized / DLL files +**/__pycache__/ +**/*.py[cod] + +# C extensions +*.so + +# Distribution / packaging +.Python +env/ +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +*.egg-info/ +.installed.cfg +*.egg + +# PyInstaller +# Usually these files are written by a python script from a template +# before PyInstaller builds the exe, so as to inject date/other infos into it. +*.manifest +*.spec + +# Installer logs +pip-log.txt +pip-delete-this-directory.txt + +# Unit test / coverage reports +htmlcov/ +.tox/ +.coverage +.cache +nosetests.xml +coverage.xml + +# Translations +*.mo +*.pot + +# Django stuff: +*.log + +# Sphinx documentation +docs/_build/ + +# PyBuilder +target/ + +# Virtual environment +.env +.venv/ +venv/ + +# PyCharm +.idea + +# Python mode for VIM +.ropeproject +**/.ropeproject + +# Vim swap files +**/*.swp + +# VS Code +.vscode/ \ No newline at end of file diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/.gitignore b/packages/cdk/lambda-python/generic-agent-core-runtime/.gitignore new file mode 100644 index 000000000..393290e4f --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/.gitignore @@ -0,0 +1,66 @@ +# Environment variables +.env + +# Python +__pycache__/ +*.py[cod] +*$py.class +*.so +.Python +build/ +develop-eggs/ +dist/ +downloads/ +eggs/ +.eggs/ +lib/ +lib64/ +parts/ +sdist/ +var/ +wheels/ +*.egg-info/ +.installed.cfg +*.egg +MANIFEST + +# Virtual environments +.venv/ +venv/ +ENV/ +env/ + +# UV +.uv/ + +# IDE +.vscode/ +.idea/ +*.swp +*.swo + +# OS +.DS_Store +Thumbs.db + +# Logs +*.log +logs/ + +# Temporary files +tmp/ +temp/ +.tmp/ + +# Docker +.dockerignore + +# AWS +.aws/ + +# Browser automation +screenshots/ +.browser_automation/ + +# RSS feeds storage +strands_rss_feeds/ \ No newline at end of file diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/.python-version b/packages/cdk/lambda-python/generic-agent-core-runtime/.python-version new file mode 100644 index 000000000..24ee5b1be --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/Dockerfile b/packages/cdk/lambda-python/generic-agent-core-runtime/Dockerfile new file mode 100644 index 000000000..db5df47fd --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/Dockerfile @@ -0,0 +1,31 @@ +# Use ARM64 base image for Bedrock AgentCore compatibility +FROM --platform=linux/arm64 public.ecr.aws/docker/library/python:3.13 + +WORKDIR /var/task + +# Environment variables for UV package manager +ENV UV_NO_CACHE=1 +ENV UV_NO_MANAGED_PYTHON=1 +ENV UV_PYTHON=/usr/local/bin/python +ENV UV_INSTALL_DIR=/usr/local/bin +ENV UV_PROJECT_ENVIRONMENT=/tmp/.venv + +# Install system dependencies +RUN apt-get update -y && apt-get install curl nodejs npm graphviz -y +RUN curl -LsSf https://astral.sh/uv/install.sh | sh + +# Copy dependency files +COPY pyproject.toml .python-version uv.lock ./ + +# Install Python dependencies +RUN uv sync + +# Copy application files +COPY app.py mcp.json ./ +COPY src/ ./src/ + +# Expose port 8080 as required by AgentCore +EXPOSE 8080 + +# Start the application with OpenTelemetry instrumentation +CMD ["uv", "run", "opentelemetry-instrument", "python", "app.py"] diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/app.py b/packages/cdk/lambda-python/generic-agent-core-runtime/app.py new file mode 100644 index 000000000..bf62811ed --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/app.py @@ -0,0 +1,95 @@ +"""Main FastAPI application for Generic AgentCore Runtime.""" + +import json +import logging +import traceback +from fastapi import FastAPI, Request +from fastapi.responses import StreamingResponse +from src.agent import AgentManager +from src.utils import create_ws_directory, clean_ws_directory, create_error_response +from src.types import AgentCoreRequest + +# Configure root logger +logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", +) +logger = logging.getLogger(__name__) + + +# Initialize FastAPI app +app = FastAPI( + title="Generic AgentCore Runtime", + description="AWS Bedrock AgentCore Runtime with Strands Agent and MCP support", + version="1.0.0", +) + +# Initialize agent manager +agent_manager = AgentManager() + + +@app.get("/ping") +async def ping(): + """Health check endpoint required by AgentCore""" + return {"status": "healthy", "service": "generic-agent-core-runtime"} + + +@app.post("/invocations") +async def invocations(request: Request): + """Main invocation endpoint required by AgentCore + + Expects request with messages, system_prompt, prompt, and model + """ + # Get session info from headers + headers = dict(request.headers) + session_id = headers.get("x-amzn-bedrock-agentcore-runtime-session-id") + trace_id = headers.get("x-amzn-trace-id") + logger.info(f"New invocation: {session_id} {trace_id}") + + # Set session info in agent manager + agent_manager.set_session_info(session_id, trace_id) + + # Ensure workspace directory exists + create_ws_directory() + + try: + # Read and parse request body + body = await request.body() + body_str = body.decode() + request_data = json.loads(body_str) + + # Handle input field if present (AWS Lambda integration format) + if "input" in request_data and isinstance(request_data["input"], dict): + request_data = request_data["input"] + + # Extract required fields + messages = request_data.get("messages", []) + system_prompt = request_data.get("system_prompt") + prompt = request_data.get("prompt", []) + model_info = request_data.get("model", {}) + + # Return streaming response + async def generate(): + try: + async for chunk in agent_manager.process_request_streaming( + messages=messages, + system_prompt=system_prompt, + prompt=prompt, + model_info=model_info + ): + yield chunk + finally: + clean_ws_directory() + + return StreamingResponse(generate(), media_type="text/event-stream") + except Exception as e: + logger.error(f"Error processing request: {e}") + logger.error(traceback.format_exc()) + return create_error_response(str(e)) + finally: + clean_ws_directory() + + +if __name__ == "__main__": + import uvicorn + uvicorn.run(app, host="0.0.0.0", port=8080, log_level="warning", access_log=False) diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/docker-compose.yml b/packages/cdk/lambda-python/generic-agent-core-runtime/docker-compose.yml new file mode 100644 index 000000000..ced5ded50 --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/docker-compose.yml @@ -0,0 +1,63 @@ +version: '3.8' + +services: + generic-agent-core-runtime: + build: + context: . + dockerfile: Dockerfile + ports: + - '8080:8080' + environment: + # AWS credentials (use your local credentials or set these) + - AWS_REGION=us-east-1 + - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID} + - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY} + - AWS_SESSION_TOKEN=${AWS_SESSION_TOKEN} + + # Optional: S3 bucket for file uploads (set if you want to test file uploads) + - FILE_BUCKET=${FILE_BUCKET:-test-bucket} + + # Agent Core Runtime specific + - PYTHONUNBUFFERED=1 + - LOG_LEVEL=INFO + + # Code Interpreter settings (optional) + - CODE_INTERPRETER_REGION=${AWS_REGION:-us-east-1} + + # Browser tool settings (optional) + - STRANDS_BROWSER_HEADLESS=true + - STRANDS_BROWSER_WIDTH=1280 + - STRANDS_BROWSER_HEIGHT=800 + - DISPLAY=:99 + - CHROMIUM_PATH=/usr/bin/chromium + volumes: + # Mount source code for development (optional - remove for production) + - ./src:/var/task/src:ro + - ./app.py:/var/task/app.py:ro + - ./mcp.json:/var/task/mcp.json:ro + + # Mount AWS credentials (optional - if using local AWS credentials) + - ~/.aws:/root/.aws:ro + healthcheck: + test: ['CMD', 'curl', '-f', 'http://localhost:8080/ping'] + interval: 30s + timeout: 10s + retries: 3 + start_period: 40s + restart: unless-stopped + + # Optional: Add a simple test client + test-client: + image: curlimages/curl:latest + depends_on: + - generic-agent-core-runtime + command: > + sh -c " + echo 'Waiting for service to be ready...' && + sleep 10 && + echo 'Testing health endpoint...' && + curl -f http://generic-agent-core-runtime:8080/ping && + echo 'Health check passed!' + " + profiles: + - test diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/mcp.json b/packages/cdk/lambda-python/generic-agent-core-runtime/mcp.json new file mode 100644 index 000000000..6eadc70af --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/mcp.json @@ -0,0 +1,37 @@ +{ + "_comment": "Generic AgentCore Runtime Configuration", + "_agentcore_requirements": { + "platform": "linux/arm64", + "port": 8080, + "endpoints": { + "/ping": "GET - Health check endpoint", + "/invocations": "POST - Main inference endpoint" + }, + "aws_credentials": "Required for Bedrock model access and S3 operations" + }, + "mcpServers": { + "time": { + "command": "uvx", + "args": ["mcp-server-time"] + }, + "awslabs.aws-documentation-mcp-server": { + "command": "uvx", + "args": ["awslabs.aws-documentation-mcp-server@latest"] + }, + "awslabs.cdk-mcp-server": { + "command": "uvx", + "args": ["awslabs.cdk-mcp-server@latest"] + }, + "awslabs.aws-diagram-mcp-server": { + "command": "uvx", + "args": ["awslabs.aws-diagram-mcp-server@latest"] + }, + "awslabs.nova-canvas-mcp-server": { + "command": "uvx", + "args": ["awslabs.nova-canvas-mcp-server@latest"], + "env": { + "AWS_REGION": "us-east-1" + } + } + } +} diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/pyproject.toml b/packages/cdk/lambda-python/generic-agent-core-runtime/pyproject.toml new file mode 100644 index 000000000..2e774648d --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/pyproject.toml @@ -0,0 +1,14 @@ +[project] +name = "generic-agent-core-runtime" +version = "0.0.1" +requires-python = ">=3.12" +dependencies = [ + "strands-agents>=1.0", + "strands-agents-tools[agent_core_code_interpreter,agent_core_browser]", + "boto3", + "mcp", + "fastapi", + "uvicorn", + "pydantic", + "aws-opentelemetry-distro>=0.10.1", +] diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/__init__.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/__init__.py new file mode 100644 index 000000000..1d7b16040 --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/__init__.py @@ -0,0 +1 @@ +# Empty init file for src package \ No newline at end of file diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py new file mode 100644 index 000000000..d335b1c8d --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/agent.py @@ -0,0 +1,84 @@ +"""Agent management for the agent core runtime.""" + +import boto3 +import json +import logging +from strands.models import BedrockModel +from strands import Agent as StrandsAgent +from typing import List, Dict, Union, Any, Optional, AsyncGenerator +from .config import get_system_prompt, extract_model_info +from .tools import ToolManager +from .utils import ( + create_empty_response, + create_error_response, + process_messages, + process_prompt +) +from .types import ModelInfo, Message + +logger = logging.getLogger(__name__) + + +class AgentManager: + """Manages Strands agent creation and execution.""" + + def __init__(self): + self.tool_manager = ToolManager() + + def set_session_info(self, session_id: str, trace_id: str): + """Set session and trace IDs""" + self.tool_manager.set_session_info(session_id, trace_id) + + async def process_request_streaming( + self, + messages: Union[List[Message], List[Dict[str, Any]]], + system_prompt: Optional[str], + prompt: Union[str, List[Dict[str, Any]]], + model_info: ModelInfo, + ) -> AsyncGenerator[str, None]: + """Process a request and yield streaming responses as raw events""" + try: + # Get model info + model_id, region = extract_model_info(model_info) + + # Combine system prompts + combined_system_prompt = get_system_prompt(system_prompt) + + # Get all tools + tools = self.tool_manager.get_all_tools() + + # Create boto3 session and Bedrock model + session = boto3.Session(region_name=region) + bedrock_model = BedrockModel( + model_id=model_id, + boto_session=session, + cache_prompt="default", + cache_tools="default", + ) + + # Process messages and prompt using utility functions + processed_messages = process_messages(messages) + processed_prompt = process_prompt(prompt) + + # Create Strands agent and stream response + agent = StrandsAgent( + system_prompt=combined_system_prompt, + messages=processed_messages, + model=bedrock_model, + tools=tools, + ) + + async for event in agent.stream_async(processed_prompt): + if "event" in event: + yield json.dumps(event, ensure_ascii=False) + "\n" + + except Exception as e: + logger.error(f"Error processing agent request: {e}") + error_event = { + "event": { + "internalServerException": { + "message": f"An error occurred while processing your request: {str(e)}", + } + } + } + yield json.dumps(error_event, ensure_ascii=False) + "\n" diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py new file mode 100644 index 000000000..b6b6c1c77 --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/config.py @@ -0,0 +1,75 @@ +"""Configuration and environment setup for the agent core runtime.""" + +import os +import logging +from typing import Dict, Any + +# Configure root logger +logging.basicConfig( + level=logging.INFO, + format="%(asctime)s - %(name)s - %(levelname)s - %(message)s", +) +logger = logging.getLogger(__name__) + +WORKSPACE_DIR = "/tmp/ws" + +FIXED_SYSTEM_PROMPT = f"""## About File Output +- You are running on AWS Bedrock AgentCore. Therefore, when writing files, always write them under `{WORKSPACE_DIR}`. +- Similarly, if you need a workspace, please use the `{WORKSPACE_DIR}` directory. Do not ask the user about their current workspace. It's always `{WORKSPACE_DIR}`. +- Also, users cannot directly access files written under `{WORKSPACE_DIR}`. So when submitting these files to users, *always upload them to S3 using the `upload_file_to_s3_and_retrieve_s3_url` tool and provide the S3 URL*. The S3 URL must be included in the final output. +- If the output file is an image file, the S3 URL output must be in Markdown format. +""" + + +def get_aws_credentials() -> Dict[str, str]: + """Get AWS credentials from environment or IAM role""" + credentials = {} + + if "AWS_ACCESS_KEY_ID" in os.environ: + credentials["AWS_ACCESS_KEY_ID"] = os.environ["AWS_ACCESS_KEY_ID"] + if "AWS_SECRET_ACCESS_KEY" in os.environ: + credentials["AWS_SECRET_ACCESS_KEY"] = os.environ["AWS_SECRET_ACCESS_KEY"] + if "AWS_SESSION_TOKEN" in os.environ: + credentials["AWS_SESSION_TOKEN"] = os.environ["AWS_SESSION_TOKEN"] + + credentials["AWS_REGION"] = os.environ.get("AWS_REGION", "us-east-1") + + return credentials + + +def get_uv_environment() -> Dict[str, str]: + """Get UV environment with AWS credentials""" + aws_creds = get_aws_credentials() + return { + "UV_NO_CACHE": "1", + "UV_PYTHON": "/usr/local/bin/python", + "UV_TOOL_DIR": "/tmp/.uv/tool", + "UV_TOOL_BIN_DIR": "/tmp/.uv/tool/bin", + "UV_PROJECT_ENVIRONMENT": "/tmp/.venv", + "npm_config_cache": "/tmp/.npm", + **aws_creds, + } + + +def get_system_prompt(user_system_prompt: str = None) -> str: + """Combine user system prompt with fixed system prompt""" + if user_system_prompt: + return f"{user_system_prompt}\n{FIXED_SYSTEM_PROMPT}" + else: + return FIXED_SYSTEM_PROMPT + + +def extract_model_info(model_info: Any) -> tuple[str, str]: + """Extract model ID and region from model info""" + aws_creds = get_aws_credentials() + + if isinstance(model_info, str): + model_id = model_info + region = aws_creds.get("AWS_REGION", "us-east-1") + else: + model_id = model_info.get( + "modelId", "us.anthropic.claude-3-5-sonnet-20241022-v2:0" + ) + region = model_info.get("region", aws_creds.get("AWS_REGION", "us-east-1")) + + return model_id, region \ No newline at end of file diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py new file mode 100644 index 000000000..b0101f6bf --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/tools.py @@ -0,0 +1,150 @@ +"""Tool management for the agent core runtime.""" + +import os +import boto3 +import json +import logging +from strands import tool +from strands.tools.mcp import MCPClient +from mcp import stdio_client, StdioServerParameters +from typing import List, Any +from .config import get_uv_environment, get_aws_credentials, WORKSPACE_DIR + +# Import strands-agents code interpreter tool +try: + from strands_tools.code_interpreter import AgentCoreCodeInterpreter + CODE_INTERPRETER_AVAILABLE = True +except ImportError as e: + CODE_INTERPRETER_AVAILABLE = False + logger = logging.getLogger(__name__) + logger.warning(f"Strands code interpreter tool not available: {e}") + AgentCoreCodeInterpreter = None + +logger = logging.getLogger(__name__) + + +class ToolManager: + """Manages tools including MCP tools and built-in tools.""" + + def __init__(self): + self.mcp_tools = None + self.session_id = None + self.trace_id = None + + def set_session_info(self, session_id: str, trace_id: str): + """Set session and trace IDs for tool operations""" + self.session_id = session_id + self.trace_id = trace_id + + def load_mcp_tools(self) -> List[Any]: + """Load MCP tools from mcp.json""" + if self.mcp_tools is not None: + return self.mcp_tools + + try: + with open("mcp.json", "r") as f: + mcp_json = json.loads(f.read()) + + if "mcpServers" not in mcp_json: + logger.warning("mcpServers not defined in mcp.json") + self.mcp_tools = [] + return self.mcp_tools + + mcp_servers = mcp_json["mcpServers"] + mcp_clients = [] + uv_env = get_uv_environment() + + for server_name, server in mcp_servers.items(): + try: + client = MCPClient( + lambda: stdio_client( + StdioServerParameters( + command=server["command"], + args=server.get("args", []), + env={**uv_env, **server.get("env", {})}, + ) + ) + ) + client.start() + mcp_clients.append(client) + except Exception as e: + logger.error(f"Error creating MCP client for {server_name}: {e}") + + # Flatten the tools + self.mcp_tools = sum([c.list_tools_sync() for c in mcp_clients], []) + logger.info(f"Loaded {len(self.mcp_tools)} MCP tools") + return self.mcp_tools + except Exception as e: + logger.error(f"Error loading MCP tools: {e}") + self.mcp_tools = [] + return self.mcp_tools + + def get_upload_tool(self): + """Get the S3 upload tool with session context""" + session_id = self.session_id + trace_id = self.trace_id + + @tool + def upload_file_to_s3_and_retrieve_s3_url(filepath: str) -> str: + """Upload the file at /tmp/ws/* and retrieve the s3 path + + Args: + filepath: The path to the uploading file + """ + bucket = os.environ.get("FILE_BUCKET") + if not bucket: + # For local testing, provide a fallback message + logger.warning( + "FILE_BUCKET environment variable not set. Using local file path for testing." + ) + return f"Local file path (S3 upload skipped): {filepath}" + + aws_creds = get_aws_credentials() + region = aws_creds.get("AWS_REGION", "us-east-1") + + if not filepath.startswith(WORKSPACE_DIR): + raise ValueError( + f"{filepath} does not appear to be a file under the {WORKSPACE_DIR} directory. Files to be uploaded must exist under {WORKSPACE_DIR}." + ) + + try: + filename = os.path.basename(filepath) + key = f"agentcore/{trace_id}/{filename}" + + s3 = boto3.client("s3", region_name=region) + s3.upload_file(filepath, bucket, key) + + return f"https://{bucket}.s3.{region}.amazonaws.com/{key}" + except Exception as e: + logger.error(f"Error uploading file to S3: {e}") + # For local testing, provide a fallback + return f"Error uploading to S3: {str(e)}. Local file path: {filepath}" + + return upload_file_to_s3_and_retrieve_s3_url + + def get_code_interpreter_tool(self) -> List[Any]: + """Get code interpreter tool if available""" + code_interpreter_tools = [] + + if CODE_INTERPRETER_AVAILABLE and AgentCoreCodeInterpreter: + try: + aws_creds = get_aws_credentials() + region = aws_creds.get("AWS_REGION", "us-east-1") + code_interpreter = AgentCoreCodeInterpreter(region=region) + code_interpreter_tools.append(code_interpreter.code_interpreter) + logger.info("Added code_interpreter tool (AgentCoreCodeInterpreter)") + except Exception as e: + logger.warning(f"Failed to initialize AgentCoreCodeInterpreter: {e}") + + return code_interpreter_tools + + def get_all_tools(self) -> List[Any]: + """Get all available tools (MCP + built-in + code interpreter)""" + mcp_tools = self.load_mcp_tools() + upload_tool = self.get_upload_tool() + code_interpreter_tools = self.get_code_interpreter_tool() + + all_tools = mcp_tools + [upload_tool] + code_interpreter_tools + logger.info(f"Total tools loaded: {len(all_tools)} (MCP: {len(mcp_tools)}, Built-in: 1, Code Interpreter: {len(code_interpreter_tools)})") + + return all_tools \ No newline at end of file diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/types.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/types.py new file mode 100644 index 000000000..53446c00a --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/types.py @@ -0,0 +1,17 @@ +"""Data models for the agent core runtime.""" + +from strands.types.content import Message +from pydantic import BaseModel +from typing import List, Dict, Any, Optional, Union + + +class ModelInfo(BaseModel): + modelId: str + region: str = "us-east-1" + + +class AgentCoreRequest(BaseModel): + messages: Union[List[Message], List[Dict[str, Any]]] = [] + system_prompt: Optional[str] = None + prompt: Union[str, List[Dict[str, Any]]] = "" + model: ModelInfo = {} diff --git a/packages/cdk/lambda-python/generic-agent-core-runtime/src/utils.py b/packages/cdk/lambda-python/generic-agent-core-runtime/src/utils.py new file mode 100644 index 000000000..79c91c0bb --- /dev/null +++ b/packages/cdk/lambda-python/generic-agent-core-runtime/src/utils.py @@ -0,0 +1,135 @@ +"""Utility functions for the agent core runtime.""" + +import base64 +import os +import shutil +import pathlib +import logging +from uuid import uuid4 +from typing import List, Dict, Union, Any +from strands.types.content import ContentBlock +from .config import WORKSPACE_DIR + +logger = logging.getLogger(__name__) + + +def create_id() -> str: + """Generate a unique session ID""" + return str(uuid4()) + + +def create_ws_directory(): + """Create workspace directory if it doesn't exist""" + logger.info("Create ws directory") + pathlib.Path(WORKSPACE_DIR).mkdir(exist_ok=True) + + +def clean_ws_directory(): + """Clean up workspace directory""" + logger.info("Clean ws directory...") + if os.path.exists(WORKSPACE_DIR): + shutil.rmtree(WORKSPACE_DIR) + + +def create_error_response(error_message: str) -> dict: + """Create a standardized error response""" + return { + "message": { + "role": "assistant", + "content": [ + { + "text": f"An error occurred while processing your request: {error_message}", + } + ], + } + } + + +def create_empty_response() -> dict: + """Create a response for when no message is generated""" + return { + "message": { + "role": "assistant", + "content": [ + { + "text": "I apologize, but I couldn't generate a response. Please try again.", + } + ], + } + } + + +# Base64 conversion utilities + +def decode_base64_string(value: Any) -> bytes: + """Convert base64 string or bytes to bytes""" + if isinstance(value, bytes): + return value + elif isinstance(value, str): + return base64.b64decode(value + "==") # add padding + else: + raise ValueError(f"Invalid value type: {type(value)}") + + +def convert_content_block_bytes(block: Dict[str, Any]) -> Dict[str, Any]: + """Convert base64 strings to bytes in a content block""" + block = block.copy() + + # Handle image, document, and video blocks + for media_type in ["image", "document", "video"]: + if media_type in block: + media_data = block[media_type] + if "source" in media_data and "bytes" in media_data["source"]: + media_data["source"]["bytes"] = decode_base64_string( + media_data["source"]["bytes"] + ) + + return block + + +def process_content_blocks( + content_blocks: List[Union[Dict[str, Any], str]] +) -> List[ContentBlock]: + """Process content blocks and convert base64 strings to bytes for Strands""" + processed_blocks = [] + + for block in content_blocks: + if isinstance(block, str): + processed_blocks.append(ContentBlock(text=block)) + elif isinstance(block, dict): + if "text" in block: + processed_blocks.append(ContentBlock(text=block["text"])) + else: + # Convert base64 bytes and create ContentBlock + converted_block = convert_content_block_bytes(block) + processed_blocks.append(ContentBlock(**converted_block)) + + return processed_blocks + + +def process_messages(messages: Union[List[Any], List[Dict[str, Any]]]) -> List[Any]: + """Process messages and convert base64 strings to bytes if needed""" + if not messages or not isinstance(messages[0], dict): + return messages + + # Import Message here to avoid circular imports + from .types import Message + + processed_messages = [] + for message in messages: + msg = message.copy() + if "content" in msg and isinstance(msg["content"], list): + msg["content"] = [ + 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( const req = event.queryStringParameters as GetFileDownloadSignedUrlRequest; // We pass `s3Type` parameter since Knowledge Base may need to reference S3 in a different account + // default and agentcore currently reside in same account and region is specifed in request const client = req.s3Type === 'knowledgeBase' ? await initKnowledgeBaseS3Client({ diff --git a/packages/cdk/lib/agent-core-stack.ts b/packages/cdk/lib/agent-core-stack.ts new file mode 100644 index 000000000..86c105649 --- /dev/null +++ b/packages/cdk/lib/agent-core-stack.ts @@ -0,0 +1,65 @@ +import { Stack, StackProps, CfnOutput } from 'aws-cdk-lib'; +import { Construct } from 'constructs'; +import { GenericAgentCore } from './construct/generic-agent-core'; +import { ProcessedStackInput } from './stack-input'; +import { BucketInfo } from 'generative-ai-use-cases'; + +export interface AgentCoreStackProps extends StackProps { + readonly params: ProcessedStackInput; +} + +export class AgentCoreStack extends Stack { + public readonly genericAgentCore?: GenericAgentCore; + + constructor(scope: Construct, id: string, props: AgentCoreStackProps) { + super(scope, id, props); + + const params = props.params; + + // Deploy Generic AgentCore Runtime if enabled + if (params.createGenericAgentCoreRuntime) { + this.genericAgentCore = new GenericAgentCore(this, 'GenericAgentCore', { + env: params.env, + }); + + // Output the runtime ARN for cross-stack reference + new CfnOutput(this, 'GenericAgentCoreRuntimeArn', { + value: this.genericAgentCore.deployedGenericRuntimeArn || '', + exportName: `${this.stackName}-GenericAgentCoreRuntimeArn`, + }); + + new CfnOutput(this, 'GenericAgentCoreRuntimeName', { + value: this.genericAgentCore.getGenericRuntimeConfig().name, + exportName: `${this.stackName}-GenericAgentCoreRuntimeName`, + }); + } + } + + /** + * Get the deployed generic runtime ARN + */ + public get deployedGenericRuntimeArn(): string | undefined { + return this.genericAgentCore?.deployedGenericRuntimeArn; + } + + /** + * Get the generic runtime configuration + */ + public getGenericRuntimeConfig() { + return this.genericAgentCore?.getGenericRuntimeConfig(); + } + + /** + * Get the file bucket for Agent Core Runtime + */ + public get fileBucket() { + return this.genericAgentCore?.fileBucket; + } + + /** + * Get the file bucket information (bucket name and region) + */ + public get fileBucketInfo(): BucketInfo | undefined { + return this.genericAgentCore?.fileBucketInfo; + } +} diff --git a/packages/cdk/lib/construct/agent-core.ts b/packages/cdk/lib/construct/agent-core.ts new file mode 100644 index 000000000..7b2ae2af9 --- /dev/null +++ b/packages/cdk/lib/construct/agent-core.ts @@ -0,0 +1,53 @@ +import { Construct } from 'constructs'; +import { IdentityPool } from 'aws-cdk-lib/aws-cognito-identitypool'; +import { Effect, Policy, PolicyStatement } from 'aws-cdk-lib/aws-iam'; +import { AgentCoreConfiguration } from 'generative-ai-use-cases'; + +export interface AgentCoreProps { + readonly agentCoreExternalRuntimes: AgentCoreConfiguration[]; + readonly idPool: IdentityPool; + readonly genericRuntimeArn?: string; // ARN from the separate AgentCore stack + readonly genericRuntimeName?: string; // Name from the separate AgentCore stack +} + +export class AgentCore extends Construct { + private readonly _genericRuntimeArn?: string; + private readonly _genericRuntimeName?: string; + + constructor(scope: Construct, id: string, props: AgentCoreProps) { + super(scope, id); + + this._genericRuntimeArn = props.genericRuntimeArn; + this._genericRuntimeName = props.genericRuntimeName; + + // Grant invoke permissions to identity pool + this.grantInvokePermissions(props.idPool, props.agentCoreExternalRuntimes); + } + + /** + * Grant invoke permissions to identity pool for all runtimes + */ + private grantInvokePermissions( + idPool: IdentityPool, + externalRuntimes: AgentCoreConfiguration[] + ): void { + const resources = [ + ...(this._genericRuntimeArn ? [this._genericRuntimeArn + '*'] : []), + ...externalRuntimes.map((runtime) => runtime.arn + '*'), + ]; + + if (resources.length > 0) { + idPool.authenticatedRole.attachInlinePolicy( + new Policy(this, 'AgentCoreRuntimePolicy', { + statements: [ + new PolicyStatement({ + effect: Effect.ALLOW, + actions: ['bedrock-agentcore:InvokeAgentRuntime'], + resources: resources, + }), + ], + }) + ); + } + } +} diff --git a/packages/cdk/lib/construct/api.ts b/packages/cdk/lib/construct/api.ts index 1e840a696..80e38020c 100644 --- a/packages/cdk/lib/construct/api.ts +++ b/packages/cdk/lib/construct/api.ts @@ -44,6 +44,7 @@ export interface BackendApiProps { readonly crossAccountBedrockRoleArn?: string | null; readonly allowedIpV4AddressRanges?: string[] | null; readonly allowedIpV6AddressRanges?: string[] | null; + readonly additionalS3Buckets?: Bucket[]; // Resource readonly userPool: UserPool; @@ -420,11 +421,13 @@ export class Api extends Construct { timeout: Duration.minutes(15), environment: { CROSS_ACCOUNT_BEDROCK_ROLE_ARN: crossAccountBedrockRoleArn ?? '', + MODEL_REGION: modelRegion, }, } ); // Grant S3 read permissions with source IP condition if (getFileDownloadSignedUrlFunction.role) { + // Default bucket permissions allowS3AccessWithSourceIpCondition( fileBucket.bucketName, getFileDownloadSignedUrlFunction.role, @@ -434,6 +437,21 @@ export class Api extends Construct { ipv6: props.allowedIpV6AddressRanges, } ); + + // Additional buckets permissions (AgentCore, external buckets, etc.) + if (props.additionalS3Buckets) { + props.additionalS3Buckets.forEach((bucket) => { + allowS3AccessWithSourceIpCondition( + bucket.bucketName, + getFileDownloadSignedUrlFunction.role!, + 'read', + { + ipv4: props.allowedIpV4AddressRanges, + ipv6: props.allowedIpV6AddressRanges, + } + ); + }); + } } // If SageMaker Endpoint exists, grant permission diff --git a/packages/cdk/lib/construct/generic-agent-core.ts b/packages/cdk/lib/construct/generic-agent-core.ts new file mode 100644 index 000000000..c32f798ee --- /dev/null +++ b/packages/cdk/lib/construct/generic-agent-core.ts @@ -0,0 +1,505 @@ +import { Construct } from 'constructs'; +import { + Effect, + PolicyStatement, + Role, + ServicePrincipal, + ManagedPolicy, +} from 'aws-cdk-lib/aws-iam'; +import { CustomResource, Duration, Stack, RemovalPolicy } from 'aws-cdk-lib'; +import { Provider } from 'aws-cdk-lib/custom-resources'; +import { NodejsFunction } from 'aws-cdk-lib/aws-lambda-nodejs'; +import { Repository } from 'aws-cdk-lib/aws-ecr'; +import { DockerImageAsset, Platform } from 'aws-cdk-lib/aws-ecr-assets'; +import { + Bucket, + BlockPublicAccess, + BucketEncryption, +} from 'aws-cdk-lib/aws-s3'; +import { BucketInfo } from 'generative-ai-use-cases'; +import * as path from 'path'; +import { LAMBDA_RUNTIME_NODEJS } from '../../consts'; + +export interface AgentCoreRuntimeConfig { + name: string; + instructions?: string; + memorySize?: number; + customRuntimeConfig?: Record; + dockerPath?: string; // Docker file path of AgentCore Runtime + networkMode?: string; // PUBLIC + serverProtocol?: string; // HTTP, MCP + environmentVariables?: Record; +} + +export interface GenericAgentCoreProps { + // Add any specific configuration props if needed + env: string; +} + +// UUID for Agent Core Runtime +const AGENT_CORE_RUNTIME_UUID = 'B8F5E892-3A1C-4D2F-9B7E-6C8A5F9D2E1B'; + +export class GenericAgentCore extends Construct { + private _deployedGenericRuntimeArn?: string; + private _ecrRepository?: Repository; + private _imageUri?: string; + private readonly genericRuntimeConfig: AgentCoreRuntimeConfig; + private readonly _fileBucket: Bucket; + + constructor(scope: Construct, id: string, props: GenericAgentCoreProps) { + super(scope, id); + + const { env } = props; + + // Create dedicated S3 bucket for Agent Core Runtime + this._fileBucket = new Bucket(this, 'AgentCoreFileBucket', { + blockPublicAccess: BlockPublicAccess.BLOCK_ALL, + encryption: BucketEncryption.S3_MANAGED, + removalPolicy: RemovalPolicy.DESTROY, + autoDeleteObjects: true, + }); + + // Default configuration for Generic AgentCore Runtime + this.genericRuntimeConfig = { + name: `GenericAgentCoreRuntime${env}`, + instructions: 'You are a helpful assistant powered by AWS Bedrock.', + memorySize: 2048, + dockerPath: 'lambda-python/generic-agent-core-runtime', + networkMode: 'PUBLIC', + serverProtocol: 'HTTP', + environmentVariables: { + FILE_BUCKET: this._fileBucket.bucketName, + }, + }; + + // Deploy generic AgentCore Runtime + const result = this.deployGenericRuntime(); + this._ecrRepository = result.repository; + this._imageUri = result.imageUri; + } + + /** + * Deploy the generic AgentCore Runtime + */ + private deployGenericRuntime(): { repository: Repository; imageUri: string } { + const dockerImageAsset = this.createDockerImageAsset(); + const { customResourceRole, agentCoreRuntimeRole } = this.createIamRoles(); + const customResourceProvider = + this.createCustomResourceProvider(customResourceRole); + + const customResource = this.createAgentCoreRuntime( + 'GenericAgentCoreRuntime', + this.genericRuntimeConfig, + agentCoreRuntimeRole, + customResourceProvider, + dockerImageAsset.imageUri + ); + + // Get the actual runtime ARN and ID from CustomResource response + this._deployedGenericRuntimeArn = customResource.getAttString( + 'AgentCoreRuntimeArn' + ); + + return dockerImageAsset; + } + + /** + * Create Docker image asset for the MCP API + */ + private createDockerImageAsset(): { + repository: Repository; + imageUri: string; + } { + const dockerPath = + this.genericRuntimeConfig.dockerPath || + 'lambda-python/generic-agent-core-runtime'; + const pathName = dockerPath.replace(/[^a-zA-Z0-9]/g, '-').toLowerCase(); + + const repository = new Repository(this, 'AgentCoreRuntimeRepository', { + repositoryName: `${pathName}-${Stack.of(this).stackName.toLowerCase()}`, + imageScanOnPush: true, + removalPolicy: RemovalPolicy.DESTROY, + }); + + const dockerAsset = new DockerImageAsset( + this, + 'AgentCoreRuntimeDockerAsset', + { + directory: path.join(__dirname, `../../${dockerPath}`), + platform: Platform.LINUX_ARM64, // AgentCore for ARM platform + } + ); + + return { + repository, + imageUri: dockerAsset.imageUri, + }; + } + + /** + * Create IAM roles for AgentCore operations + */ + private createIamRoles(): { + customResourceRole: Role; + agentCoreRuntimeRole: Role; + } { + const customResourceRole = this.createCustomResourceRole(); + const agentCoreRuntimeRole = this.createAgentCoreRuntimeRole(); + + return { customResourceRole, agentCoreRuntimeRole }; + } + + /** + * Create IAM role for Custom Resource operations + */ + private createCustomResourceRole(): Role { + const role = new Role(this, 'AgentCoreCustomResourceRole', { + assumedBy: new ServicePrincipal('lambda.amazonaws.com'), + managedPolicies: [ + ManagedPolicy.fromAwsManagedPolicyName( + 'service-role/AWSLambdaBasicExecutionRole' + ), + ], + }); + + role.addToPolicy( + new PolicyStatement({ + sid: 'BedrockAgentCorePermissions', + effect: Effect.ALLOW, + actions: ['bedrock-agentcore:*'], + resources: ['*'], + }) + ); + + role.addToPolicy( + new PolicyStatement({ + sid: 'IAMPassRolePermissions', + effect: Effect.ALLOW, + actions: ['iam:PassRole'], + resources: ['*'], + conditions: { + StringEquals: { + 'iam:PassedToService': 'bedrock-agentcore.amazonaws.com', + }, + }, + }) + ); + + return role; + } + + /** + * Create IAM role for AgentCore Runtime execution with comprehensive permissions + */ + private createAgentCoreRuntimeRole(): Role { + const role = new Role(this, 'AgentCoreRuntimeRole', { + assumedBy: new ServicePrincipal('bedrock-agentcore.amazonaws.com', { + conditions: { + StringEquals: { + 'aws:SourceAccount': Stack.of(this).account, + }, + ArnLike: { + 'aws:SourceArn': `arn:aws:bedrock-agentcore:${Stack.of(this).region}:${Stack.of(this).account}:*`, + }, + }, + }), + managedPolicies: [ + ManagedPolicy.fromAwsManagedPolicyName( + 'service-role/AWSLambdaBasicExecutionRole' + ), + ], + }); + + // Bedrock + + role.addToPolicy( + new PolicyStatement({ + sid: 'BedrockPermissions', + effect: Effect.ALLOW, + actions: [ + 'bedrock:InvokeModel', + 'bedrock:InvokeModelWithResponseStream', + ], + resources: ['*'], + }) + ); + + // ECR + + role.addToPolicy( + new PolicyStatement({ + sid: 'ECRImageAccess', + effect: Effect.ALLOW, + actions: ['ecr:BatchGetImage', 'ecr:GetDownloadUrlForLayer'], + resources: [ + `arn:aws:ecr:${Stack.of(this).region}:${Stack.of(this).account}:repository/*`, + ], + }) + ); + + role.addToPolicy( + new PolicyStatement({ + sid: 'ECRTokenAccess', + effect: Effect.ALLOW, + actions: ['ecr:GetAuthorizationToken'], + resources: ['*'], + }) + ); + + // Logging + + const logGroupArn = `arn:aws:logs:${Stack.of(this).region}:${Stack.of(this).account}:log-group:/aws/bedrock-agentcore/runtimes/*`; + + role.addToPolicy( + new PolicyStatement({ + effect: Effect.ALLOW, + actions: ['logs:DescribeLogStreams', 'logs:CreateLogGroup'], + resources: [logGroupArn], + }) + ); + + role.addToPolicy( + new PolicyStatement({ + effect: Effect.ALLOW, + actions: ['logs:DescribeLogGroups'], + resources: [ + `arn:aws:logs:${Stack.of(this).region}:${Stack.of(this).account}:log-group:*`, + ], + }) + ); + + role.addToPolicy( + new PolicyStatement({ + effect: Effect.ALLOW, + actions: ['logs:CreateLogStream', 'logs:PutLogEvents'], + resources: [`${logGroupArn}:log-stream:*`], + }) + ); + + // Monitoring + role.addToPolicy( + new PolicyStatement({ + effect: Effect.ALLOW, + actions: [ + 'xray:PutTraceSegments', + 'xray:PutTelemetryRecords', + 'xray:GetSamplingRules', + 'xray:GetSamplingTargets', + ], + resources: ['*'], + }) + ); + + role.addToPolicy( + new PolicyStatement({ + effect: Effect.ALLOW, + actions: ['cloudwatch:PutMetricData'], + resources: ['*'], + conditions: { + StringEquals: { + 'cloudwatch:namespace': 'bedrock-agentcore', + }, + }, + }) + ); + + // Workload + + role.addToPolicy( + new PolicyStatement({ + sid: 'GetAgentAccessToken', + effect: Effect.ALLOW, + actions: [ + 'bedrock-agentcore:GetWorkloadAccessToken', + 'bedrock-agentcore:GetWorkloadAccessTokenForJWT', + 'bedrock-agentcore:GetWorkloadAccessTokenForUserId', + ], + resources: [ + `arn:aws:bedrock-agentcore:${Stack.of(this).region}:${Stack.of(this).account}:workload-identity-directory/default`, + `arn:aws:bedrock-agentcore:${Stack.of(this).region}:${Stack.of(this).account}:workload-identity-directory/default/workload-identity/*`, + ], + }) + ); + + // S3 File Bucket Access + this._fileBucket.grantReadWrite(role); + + role.addToPolicy( + new PolicyStatement({ + sid: 'S3BucketAccess', + effect: Effect.ALLOW, + actions: [ + 's3:GetObject', + 's3:PutObject', + 's3:ListBucket', + 's3:DeleteObject', + ], + resources: [ + this._fileBucket.bucketArn, + `${this._fileBucket.bucketArn}/*`, + ], + }) + ); + + // Tools + role.addToPolicy( + new PolicyStatement({ + sid: 'Tools', + effect: Effect.ALLOW, + actions: [ + 'bedrock-agentcore:CreateCodeInterpreter', + 'bedrock-agentcore:StartCodeInterpreterSession', + 'bedrock-agentcore:InvokeCodeInterpreter', + 'bedrock-agentcore:StopCodeInterpreterSession', + 'bedrock-agentcore:DeleteCodeInterpreter', + 'bedrock-agentcore:ListCodeInterpreters', + 'bedrock-agentcore:GetCodeInterpreter', + 'bedrock-agentcore:GetCodeInterpreterSession', + 'bedrock-agentcore:ListCodeInterpreterSessions', + ], + resources: ['*'], + }) + ); + + return role; + } + + /** + * Get or create a singleton NodejsFunction using unique ID pattern + */ + private getOrCreateSingletonFunction( + uniqueId: string, + functionName: string, + entry: string, + role: Role + ): NodejsFunction { + const stack = Stack.of(this); + const singletonId = `Singleton-${uniqueId}`; + + // Try to find existing function in the stack scope + const existingConstruct = stack.node.tryFindChild(singletonId); + + if (existingConstruct && existingConstruct instanceof NodejsFunction) { + // Reuse existing function + return existingConstruct; + } + + // Create new NodejsFunction + return new NodejsFunction(stack, singletonId, { + functionName: `${functionName}-${Stack.of(this).stackName}-${uniqueId.slice(0, 8)}`, + description: `${functionName} CustomResource Lambda Function (Singleton)`, + runtime: LAMBDA_RUNTIME_NODEJS, + entry, + handler: 'handler', + timeout: Duration.minutes(10), + role, + environment: { + AWS_NODEJS_CONNECTION_REUSE_ENABLED: '1', + }, + bundling: { + minify: false, + target: 'es2020', + nodeModules: ['@aws-sdk/client-bedrock-agentcore-control'], + }, + }); + } + + /** + * Create Custom Resource provider with custom singleton logic + */ + private createCustomResourceProvider(customResourceRole: Role): Provider { + const lambdaFunction = this.getOrCreateSingletonFunction( + AGENT_CORE_RUNTIME_UUID, + 'AgentCoreRuntime', + path.join( + __dirname, + '../../custom-resources/agent-core-runtime/index.ts' + ), + customResourceRole + ); + + return new Provider(this, 'AgentCoreRuntimeProvider', { + onEventHandler: lambdaFunction, + }); + } + + /** + * Create individual AgentCore Runtime using Custom Resource + */ + private createAgentCoreRuntime( + id: string, + config: AgentCoreRuntimeConfig, + agentCoreRuntimeRole: Role, + customResourceProvider: Provider, + imageUri: string + ): CustomResource { + if (!imageUri) { + throw new Error( + `AgentCore Runtime '${config.name}' requires imageUri to be provided` + ); + } + + const customConfig = { ...config.customRuntimeConfig }; + customConfig.containerImageUri = imageUri; + + if (config.environmentVariables) { + customConfig.environmentVariables = config.environmentVariables; + } + + return new CustomResource(this, id, { + serviceToken: customResourceProvider.serviceToken, + properties: { + AgentCoreRuntimeName: config.name, + RoleArn: agentCoreRuntimeRole.roleArn, + NetworkMode: config.networkMode || 'PUBLIC', + ServerProtocol: config.serverProtocol || 'HTTP', + CustomConfig: customConfig, + }, + }); + } + + /** + * Get ECR repository + */ + public get ecrRepository(): Repository | undefined { + return this._ecrRepository; + } + + /** + * Get MCP API image URI + */ + public get imageUri(): string | undefined { + return this._imageUri; + } + + /** + * Get deployed generic runtime ARN + */ + public get deployedGenericRuntimeArn(): string | undefined { + return this._deployedGenericRuntimeArn; + } + + /** + * Get the generic runtime configuration + */ + public getGenericRuntimeConfig(): AgentCoreRuntimeConfig { + return { ...this.genericRuntimeConfig }; + } + + /** + * Get the file bucket for Agent Core Runtime + */ + public get fileBucket(): Bucket { + return this._fileBucket; + } + + /** + * Get the file bucket information (bucket name and region) + */ + public get fileBucketInfo(): BucketInfo { + return { + bucketName: this._fileBucket.bucketName, + region: Stack.of(this).region, + }; + } +} diff --git a/packages/cdk/lib/construct/index.ts b/packages/cdk/lib/construct/index.ts index 80b0ca64b..2ca33a66a 100644 --- a/packages/cdk/lib/construct/index.ts +++ b/packages/cdk/lib/construct/index.ts @@ -10,3 +10,5 @@ export * from './rag-knowledge-base'; export * from './guardrail'; export * from './speech-to-speech'; export * from './mcp-api'; +export * from './agent-core'; +export * from './generic-agent-core'; diff --git a/packages/cdk/lib/construct/web.ts b/packages/cdk/lib/construct/web.ts index f5a50a86b..96b71358a 100644 --- a/packages/cdk/lib/construct/web.ts +++ b/packages/cdk/lib/construct/web.ts @@ -17,6 +17,7 @@ import { ARecord, HostedZone, RecordTarget } from 'aws-cdk-lib/aws-route53'; import { CloudFrontTarget } from 'aws-cdk-lib/aws-route53-targets'; import { ICertificate } from 'aws-cdk-lib/aws-certificatemanager'; import { + AgentCoreConfiguration, Flow, HiddenUseCases, ModelConfiguration, @@ -58,6 +59,10 @@ export interface WebProps { readonly speechToSpeechModelIds: ModelConfiguration[]; readonly mcpEnabled: boolean; readonly mcpEndpoint: string | null; + readonly agentCoreEnabled: boolean; + readonly agentCoreGenericRuntime?: AgentCoreConfiguration; + readonly agentCoreExternalRuntimes: AgentCoreConfiguration[]; + readonly agentCoreRegion?: string; } export class Web extends Construct { @@ -264,6 +269,13 @@ export class Web extends Construct { ), VITE_APP_MCP_ENABLED: props.mcpEnabled.toString(), VITE_APP_MCP_ENDPOINT: props.mcpEndpoint ?? '', + VITE_APP_AGENT_CORE_ENABLED: props.agentCoreEnabled.toString(), + VITE_APP_AGENT_CORE_GENERIC_RUNTIME: JSON.stringify( + props.agentCoreGenericRuntime + ), + VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES: JSON.stringify( + props.agentCoreExternalRuntimes + ), }, }); // Enhance computing resources diff --git a/packages/cdk/lib/create-stacks.ts b/packages/cdk/lib/create-stacks.ts index 9f8da7a81..c011f1aae 100644 --- a/packages/cdk/lib/create-stacks.ts +++ b/packages/cdk/lib/create-stacks.ts @@ -6,6 +6,7 @@ import { DashboardStack } from './dashboard-stack'; import { AgentStack } from './agent-stack'; import { RagKnowledgeBaseStack } from './rag-knowledge-base-stack'; import { GuardrailStack } from './guardrail-stack'; +import { AgentCoreStack } from './agent-core-stack'; import { ProcessedStackInput } from './stack-input'; import { VideoTmpBucketStack } from './video-tmp-bucket-stack'; @@ -81,6 +82,18 @@ export const createStacks = (app: cdk.App, params: ProcessedStackInput) => { }) : null; + // Agent Core Runtime + const agentCoreStack = params.createGenericAgentCoreRuntime + ? new AgentCoreStack(app, `AgentCoreStack${params.env}`, { + env: { + account: params.account, + region: params.agentCoreRegion, + }, + params: params, + crossRegionReferences: true, + }) + : null; + // Create S3 Bucket for each unique region for StartAsyncInvoke in video generation // because the S3 Bucket must be in the same region as Bedrock Runtime const videoModelRegions = [ @@ -125,6 +138,8 @@ export const createStacks = (app: cdk.App, params: ProcessedStackInput) => { ragKnowledgeBaseStack?.dataSourceBucketName, // Agent agents: agentStack?.agents, + // Agent Core + agentCoreStack: agentCoreStack || undefined, // Video Generation videoBucketRegionMap, // Guardrail @@ -166,6 +181,7 @@ export const createStacks = (app: cdk.App, params: ProcessedStackInput) => { ragKnowledgeBaseStack, agentStack, guardrail, + agentCoreStack, generativeAiUseCasesStack, dashboardStack, }; diff --git a/packages/cdk/lib/generative-ai-use-cases-stack.ts b/packages/cdk/lib/generative-ai-use-cases-stack.ts index fbe81dd24..d7cd1d978 100644 --- a/packages/cdk/lib/generative-ai-use-cases-stack.ts +++ b/packages/cdk/lib/generative-ai-use-cases-stack.ts @@ -11,6 +11,7 @@ import { CommonWebAcl, SpeechToSpeech, McpApi, + AgentCore, } from './construct'; import { CfnWebACLAssociation } from 'aws-cdk-lib/aws-wafv2'; import * as cognito from 'aws-cdk-lib/aws-cognito'; @@ -19,6 +20,7 @@ import { Agent } from 'generative-ai-use-cases'; import { UseCaseBuilder } from './construct/use-case-builder'; import { ProcessedStackInput } from './stack-input'; import { allowS3AccessWithSourceIpCondition } from './utils/s3-access-policy'; +import { AgentCoreStack } from './agent-core-stack'; export interface GenerativeAiUseCasesStackProps extends StackProps { readonly params: ProcessedStackInput; @@ -27,6 +29,8 @@ export interface GenerativeAiUseCasesStackProps extends StackProps { readonly knowledgeBaseDataSourceBucketName?: string; // Agent readonly agents?: Agent[]; + // Agent Core + readonly agentCoreStack?: AgentCoreStack; // Video Generation readonly videoBucketRegionMap: Record; // Guardrail @@ -80,6 +84,9 @@ export class GenerativeAiUseCasesStack extends Stack { crossAccountBedrockRoleArn: params.crossAccountBedrockRoleArn, allowedIpV4AddressRanges: params.allowedIpV4AddressRanges, allowedIpV6AddressRanges: params.allowedIpV6AddressRanges, + additionalS3Buckets: props.agentCoreStack?.fileBucket + ? [props.agentCoreStack.fileBucket] + : undefined, userPool: auth.userPool, idPool: auth.idPool, userPoolClient: auth.client, @@ -133,6 +140,26 @@ export class GenerativeAiUseCasesStack extends Stack { mcpEndpoint = mcpApi.endpoint; } + // AgentCore Runtime (External runtimes and permissions only) + let genericRuntimeArn: string | undefined; + let genericRuntimeName: string | undefined; + + // Get generic runtime info from AgentCore stack if it exists + if (props.agentCoreStack) { + genericRuntimeArn = props.agentCoreStack.deployedGenericRuntimeArn; + genericRuntimeName = props.agentCoreStack.getGenericRuntimeConfig()?.name; + } + + // Create AgentCore construct for external runtimes and permissions + if (params.agentCoreExternalRuntimes.length > 0 || genericRuntimeArn) { + new AgentCore(this, 'AgentCore', { + agentCoreExternalRuntimes: params.agentCoreExternalRuntimes, + idPool: auth.idPool, + genericRuntimeArn, + genericRuntimeName, + }); + } + // Web Frontend const web = new Web(this, 'Api', { // Auth @@ -167,6 +194,17 @@ export class GenerativeAiUseCasesStack extends Stack { speechToSpeechModelIds: params.speechToSpeechModelIds, mcpEnabled: params.mcpEnabled, mcpEndpoint, + agentCoreEnabled: + params.createGenericAgentCoreRuntime || + params.agentCoreExternalRuntimes.length > 0, + agentCoreGenericRuntime: genericRuntimeArn + ? { + name: genericRuntimeName || 'GenericAgentCoreRuntime', + arn: genericRuntimeArn, + } + : undefined, + agentCoreExternalRuntimes: params.agentCoreExternalRuntimes, + agentCoreRegion: params.agentCoreRegion, // Frontend hiddenUseCases: params.hiddenUseCases, // Custom Domain @@ -383,6 +421,26 @@ export class GenerativeAiUseCasesStack extends Stack { value: mcpEndpoint ?? '', }); + new CfnOutput(this, 'AgentCoreEnabled', { + value: ( + params.createGenericAgentCoreRuntime || + params.agentCoreExternalRuntimes.length > 0 + ).toString(), + }); + + new CfnOutput(this, 'AgentCoreGenericRuntime', { + value: genericRuntimeArn + ? JSON.stringify({ + name: genericRuntimeName || 'GenericAgentCoreRuntime', + arn: genericRuntimeArn, + }) + : 'null', + }); + + new CfnOutput(this, 'AgentCoreExternalRuntimes', { + value: JSON.stringify(params.agentCoreExternalRuntimes), + }); + this.userPool = auth.userPool; this.userPoolClient = auth.client; diff --git a/packages/cdk/lib/rag-knowledge-base-stack.ts b/packages/cdk/lib/rag-knowledge-base-stack.ts index 9f98662ad..d74ec839f 100644 --- a/packages/cdk/lib/rag-knowledge-base-stack.ts +++ b/packages/cdk/lib/rag-knowledge-base-stack.ts @@ -102,7 +102,7 @@ class OpenSearchServerlessIndex extends Construct { 'OpenSearchServerlessIndex', { runtime: LAMBDA_RUNTIME_NODEJS, - code: lambda.Code.fromAsset('custom-resources'), + code: lambda.Code.fromAsset('custom-resources/opensearch-index'), handler: 'oss-index.handler', uuid: UUID, lambdaPurpose: 'OpenSearchServerlessIndex', diff --git a/packages/cdk/lib/stack-input.ts b/packages/cdk/lib/stack-input.ts index 638f74a05..23b3422be 100644 --- a/packages/cdk/lib/stack-input.ts +++ b/packages/cdk/lib/stack-input.ts @@ -136,6 +136,17 @@ const baseStackInputSchema = z.object({ ) .default([]), inlineAgents: z.boolean().default(false), + // Agent Core Runtime + createGenericAgentCoreRuntime: z.boolean().default(false), + agentCoreRegion: z.string().nullish(), + agentCoreExternalRuntimes: z + .array( + z.object({ + name: z.string(), + arn: z.string(), + }) + ) + .default([]), // MCP mcpEnabled: z.boolean().default(false), // Guardrail @@ -206,6 +217,8 @@ export const processedStackInputSchema = baseStackInputSchema.extend({ region: z.string(), }) ), + // Processed agentCoreRegion (null -> modelRegion) + agentCoreRegion: z.string(), }); export type StackInput = z.infer; diff --git a/packages/cdk/package.json b/packages/cdk/package.json index 997c4fbea..096a6fc3c 100644 --- a/packages/cdk/package.json +++ b/packages/cdk/package.json @@ -9,7 +9,7 @@ "cdk": "cdk", "lint": "eslint . --ext ts --report-unused-disable-directives --max-warnings 0", "lambda-build-dryrun": "tsc --noEmit --skipLibCheck", - "postinstall": "npm ci --prefix custom-resources" + "postinstall": "npm ci --prefix custom-resources/agent-core-runtime && npm ci --prefix custom-resources/opensearch-index" }, "devDependencies": { "@types/aws-lambda": "^8.10.137", @@ -29,6 +29,8 @@ "@aws-cdk/aws-lambda-python-alpha": "^2.154.1-alpha.0", "@aws-sdk/client-bedrock-agent": "^3.755.0", "@aws-sdk/client-bedrock-agent-runtime": "^3.755.0", + "@aws-sdk/client-bedrock-agentcore": "^3.755.0", + "@aws-sdk/client-bedrock-agentcore-control": "^3.755.0", "@aws-sdk/client-bedrock-runtime": "^3.755.0", "@aws-sdk/client-dynamodb": "^3.755.0", "@aws-sdk/client-kendra": "^3.755.0", @@ -41,6 +43,7 @@ "@aws-sdk/lib-dynamodb": "^3.755.0", "@aws-sdk/s3-request-presigner": "^3.755.0", "@aws-solutions-constructs/aws-cloudfront-s3": "^2.68.0", + "@smithy/node-http-handler": "^4.0.4", "aws-amplify": "^6.14.2", "aws-cdk-lib": "^2.154.1", "aws-jwt-verify": "^4.0.0", @@ -48,7 +51,6 @@ "deploy-time-build": "^0.3.17", "node-html-parser": "^6.1.13", "sanitize-html": "^2.13.0", - "@smithy/node-http-handler": "^4.0.4", "source-map-support": "^0.5.21", "upsert-slr": "^1.0.4", "ws": "^8.18.0", diff --git a/packages/cdk/parameter.ts b/packages/cdk/parameter.ts index c1b03ad67..0be2be67a 100644 --- a/packages/cdk/parameter.ts +++ b/packages/cdk/parameter.ts @@ -71,5 +71,7 @@ export const getParams = (app: cdk.App): ProcessedStackInput => { params.speechToSpeechModelIds, params.modelRegion ), + // Process agentCoreRegion: null -> modelRegion + agentCoreRegion: params.agentCoreRegion || params.modelRegion, }; }; diff --git a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap index cac6bcf5c..d392a2c4a 100644 --- a/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap +++ b/packages/cdk/test/__snapshots__/generative-ai-use-cases.test.ts.snap @@ -1928,6 +1928,26 @@ exports[`GenerativeAiUseCases matches the snapshot 5`] = ` ], }, }, + "AgentCoreEnabled": { + "Value": "true", + }, + "AgentCoreExternalRuntimes": { + "Value": "[]", + }, + "AgentCoreGenericRuntime": { + "Value": { + "Fn::Join": [ + "", + [ + "{"name":"GenericAgentCoreRuntime","arn":"", + { + "Fn::ImportValue": "AgentCoreStack:ExportsOutputFnGetAttGenericAgentCoreGenericAgentCoreRuntimeD3EBAAF7AgentCoreRuntimeArn010E372F", + }, + ""}", + ], + ], + }, + }, "AgentEnabled": { "Value": "true", }, @@ -11537,6 +11557,7 @@ exports[`GenerativeAiUseCases matches the snapshot 5`] = ` "Environment": { "Variables": { "CROSS_ACCOUNT_BEDROCK_ROLE_ARN": "", + "MODEL_REGION": "us-east-1", }, }, "Handler": "index.handler", @@ -11623,6 +11644,39 @@ exports[`GenerativeAiUseCases matches the snapshot 5`] = ` }, ], }, + { + "Action": [ + "s3:GetBucket*", + "s3:GetObject*", + "s3:List*", + ], + "Effect": "Allow", + "Resource": [ + { + "Fn::Join": [ + "", + [ + "arn:aws:s3:::", + { + "Fn::ImportValue": "AgentCoreStack:ExportsOutputRefGenericAgentCoreAgentCoreFileBucket0430DA423298A79F", + }, + ], + ], + }, + { + "Fn::Join": [ + "", + [ + "arn:aws:s3:::", + { + "Fn::ImportValue": "AgentCoreStack:ExportsOutputRefGenericAgentCoreAgentCoreFileBucket0430DA423298A79F", + }, + "/*", + ], + ], + }, + ], + }, { "Action": [ "s3:GetBucket*", @@ -13603,6 +13657,39 @@ exports[`GenerativeAiUseCases matches the snapshot 5`] = ` "Type": "AWS::IAM::Policy", "UpdateReplacePolicy": "Delete", }, + "AgentCoreAgentCoreRuntimePolicyA2A56192": { + "DeletionPolicy": "Delete", + "Properties": { + "PolicyDocument": { + "Statement": [ + { + "Action": "bedrock-agentcore:InvokeAgentRuntime", + "Effect": "Allow", + "Resource": { + "Fn::Join": [ + "", + [ + { + "Fn::ImportValue": "AgentCoreStack:ExportsOutputFnGetAttGenericAgentCoreGenericAgentCoreRuntimeD3EBAAF7AgentCoreRuntimeArn010E372F", + }, + "*", + ], + ], + }, + }, + ], + "Version": "2012-10-17", + }, + "PolicyName": "AgentCoreAgentCoreRuntimePolicyA2A56192", + "Roles": [ + { + "Ref": "AuthIdentityPoolAuthenticatedRole09311B20", + }, + ], + }, + "Type": "AWS::IAM::Policy", + "UpdateReplacePolicy": "Delete", + }, "ApiBuildWeb746ABF13": { "DeletionPolicy": "Delete", "Properties": { @@ -13622,6 +13709,20 @@ exports[`GenerativeAiUseCases matches the snapshot 5`] = ` "destinationBucketName": "cdk-hnb659fds-assets-123456890123-us-east-1", "environment": { "NODE_OPTIONS": "--max-old-space-size=4096", + "VITE_APP_AGENT_CORE_ENABLED": "true", + "VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES": "[]", + "VITE_APP_AGENT_CORE_GENERIC_RUNTIME": { + "Fn::Join": [ + "", + [ + "{"name":"GenericAgentCoreRuntime","arn":"", + { + "Fn::ImportValue": "AgentCoreStack:ExportsOutputFnGetAttGenericAgentCoreGenericAgentCoreRuntimeD3EBAAF7AgentCoreRuntimeArn010E372F", + }, + ""}", + ], + ], + }, "VITE_APP_AGENT_ENABLED": "true", "VITE_APP_AGENT_NAMES": "["SearchEngine","CodeInterpreter"]", "VITE_APP_API_ENDPOINT": { diff --git a/packages/cdk/test/generative-ai-use-cases.test.ts b/packages/cdk/test/generative-ai-use-cases.test.ts index 3c9c6343c..e6bda520d 100644 --- a/packages/cdk/test/generative-ai-use-cases.test.ts +++ b/packages/cdk/test/generative-ai-use-cases.test.ts @@ -51,6 +51,9 @@ describe('GenerativeAiUseCases', () => { searchApiKey: 'XXXXXX', agents: [], flows: [], + createGenericAgentCoreRuntime: true, + agentCoreRegion: 'us-east-1', + agentCoreExternalRuntimes: [], allowedIpV4AddressRanges: null, allowedIpV6AddressRanges: null, allowedCountryCodes: ['JP'], diff --git a/packages/cdk/tsconfig.json b/packages/cdk/tsconfig.json index aefc51650..997b238cb 100644 --- a/packages/cdk/tsconfig.json +++ b/packages/cdk/tsconfig.json @@ -5,6 +5,7 @@ "module": "commonjs", "lib": ["es2020", "dom"], "declaration": true, + "outDir": "./dist", // Strict type checking settings "strict": true, @@ -27,11 +28,12 @@ // Other settings "experimentalDecorators": true, "esModuleInterop": true, + "skipLibCheck": true, // Type definition file settings "typeRoots": ["../../node_modules/@types"], "types": ["jest", "node"] }, // Exclude files and directories - "exclude": ["node_modules", "cdk.out"] + "exclude": ["node_modules", "cdk.out", "custom-resources/**", "dist"] } diff --git a/packages/common/src/application/model.ts b/packages/common/src/application/model.ts index 338fef199..d4f344658 100644 --- a/packages/common/src/application/model.ts +++ b/packages/common/src/application/model.ts @@ -38,7 +38,7 @@ export const modelMetadata: Record = { displayName: 'Claude 3.5 Sonnet v2', }, 'anthropic.claude-3-5-haiku-20241022-v1:0': { - flags: MODEL_FEATURE.TEXT_DOC_IMAGE, + flags: MODEL_FEATURE.TEXT_DOC, displayName: 'Claude 3.5 Haiku', }, 'anthropic.claude-3-5-sonnet-20240620-v1:0': { @@ -81,7 +81,7 @@ export const modelMetadata: Record = { displayName: 'Claude 3.5 Sonnet v2', }, 'us.anthropic.claude-3-5-haiku-20241022-v1:0': { - flags: MODEL_FEATURE.TEXT_DOC_IMAGE, + flags: MODEL_FEATURE.TEXT_DOC, displayName: 'Claude 3.5 Haiku', }, 'us.anthropic.claude-3-5-sonnet-20240620-v1:0': { diff --git a/packages/types/src/agent-core.d.ts b/packages/types/src/agent-core.d.ts new file mode 100644 index 000000000..93126d0c1 --- /dev/null +++ b/packages/types/src/agent-core.d.ts @@ -0,0 +1,295 @@ +import { Model } from './message'; + +export type AgentCoreConfiguration = { + name: string; + arn: string; +}; + +// AgentCore Runtime Request (compatible with Strands) +export type AgentCoreRequest = StrandsRequest; + +export type AgentCoreStreamResponse = StrandsStreamEvent; + +// === +// Strands type definition +// https://github.com/strands-agents/sdk-python/blob/main/src/strands/types +// === + +// Strands Agent(...) parameter +export type StrandsRequest = { + systemPrompt: string; + prompt: StrandsContentBlock[]; + messages: StrandsMessage[]; + model: Model; +}; + +// Strands format response +export type StrandsResponse = { + message?: StrandsMessage; +}; + +export type StrandsStreamResponse = { + event: StrandsStreamEvent; +}; + +// Content + +// Strands role type (system is not included) +export type StrandsRole = 'user' | 'assistant'; + +// Strands format message +export type StrandsMessage = { + role: StrandsRole; + content: StrandsContentBlock[]; +}; + +// Content blocks based on the Python SDK structure +// Each content block is a dictionary with specific keys, not a discriminated union with a type field + +// Text content block +export type StrandsTextBlock = { + text: string; +}; + +// Image content block +export type StrandsImageBlock = { + image: { + format?: 'png' | 'jpeg' | 'gif' | 'webp'; + source?: { + bytes: string; // base64 encoded string. Converted to bytes in backend + }; + }; +}; + +// Document content block +export type StrandsDocumentBlock = { + document: { + // Document properties + format?: + | 'pdf' + | 'csv' + | 'doc' + | 'docx' + | 'xls' + | 'xlsx' + | 'html' + | 'txt' + | 'md'; + name?: string; + source?: { + bytes: string; // base64 encoded string. Converted to bytes in backend + }; + }; +}; + +// Video content block +export type StrandsVideoBlock = { + video: { + format?: + | 'flv' + | 'mkv' + | 'mov' + | 'mpeg' + | 'mpg' + | 'mp4' + | 'three_gp' + | 'webm' + | 'wmv'; + source?: { + bytes: string; // base64 encoded string. Converted to bytes in backend + }; + }; +}; + +// Tool use content block +export type StrandsToolUseBlock = { + toolUse: { + name: string; + input: Record; + }; +}; + +// Tool result content block +export type StrandsToolResultBlock = { + toolResult: { + content: StrandsContentBlock[]; + }; +}; + +// Guard content block +export type StrandsGuardContentBlock = { + guardContent: { + // Guard content properties + content?: string; + }; +}; + +// Cache point content block +export type StrandsCachePointBlock = { + cachePoint: { + // Cache point properties + id?: string; + }; +}; + +// Reasoning content block +export type StrandsReasoningContentBlock = { + reasoningContent: { + // Reasoning content properties + content?: string; + }; +}; + +// Citations content block +export type StrandsCitationsContentBlock = { + citationsContent: { + // Citations content properties + citations?: any[]; + }; +}; + +// Union type for all content blocks +export type StrandsContentBlock = + | StrandsTextBlock + | StrandsImageBlock + | StrandsDocumentBlock + | StrandsVideoBlock + | StrandsToolUseBlock + | StrandsToolResultBlock + | StrandsGuardContentBlock + | StrandsCachePointBlock + | StrandsReasoningContentBlock + | StrandsCitationsContentBlock; + +// Streaming + +// Supporting types for streaming events +export type StrandsStopReason = + | 'end_turn' + | 'max_tokens' + | 'stop_sequence' + | 'tool_use'; + +export type StrandsUsage = { + inputTokens: number; + outputTokens: number; + totalTokens: number; + cacheReadInputTokens?: number; + cacheWriteInputTokens?: number; +}; + +export type StrandsMetrics = { + latencyMs?: number; + [key: string]: any; +}; + +export type StrandsTrace = { + [key: string]: any; +}; + +// Content block start information +export type StrandsContentBlockStart = StrandsContentBlock; + +// Message start event +export type StrandsMessageStartEvent = { + role: StrandsRole; +}; + +// Content block start event +export type StrandsContentBlockStartEvent = { + contentBlockIndex?: number; + start: StrandsContentBlockStart; +}; + +// Content block delta types +export type StrandsContentBlockDeltaText = { + text: string; +}; + +export type StrandsContentBlockDeltaToolUse = { + input: string; +}; + +export type StrandsReasoningContentBlockDelta = { + redactedContent?: Uint8Array; + signature?: string; + text?: string; +}; + +export type StrandsContentBlockDelta = { + reasoningContent?: StrandsReasoningContentBlockDelta; + text?: string; + toolUse?: StrandsContentBlockDeltaToolUse; +}; + +// Content block delta event +export type StrandsContentBlockDeltaEvent = { + contentBlockIndex?: number; + delta: StrandsContentBlockDelta; +}; + +// Content block stop event +export type StrandsContentBlockStopEvent = { + contentBlockIndex?: number; +}; + +// Message stop event +export type StrandsMessageStopEvent = { + additionalModelResponseFields?: any; + stopReason: StrandsStopReason; +}; + +// Metadata event +export type StrandsMetadataEvent = { + metrics?: StrandsMetrics; + trace?: StrandsTrace; + usage: StrandsUsage; +}; + +// Exception event base +export type StrandsExceptionEvent = { + message: string; +}; + +// Model stream error event +export type StrandsModelStreamErrorEvent = StrandsExceptionEvent & { + originalMessage: string; + originalStatusCode: number; +}; + +// Redact content event +export type StrandsRedactContentEvent = { + redactUserContentMessage?: string; + redactAssistantContentMessage?: string; +}; + +// Main stream event type (matches the Python StreamEvent TypedDict) +export type StrandsStreamEvent = { + contentBlockDelta?: StrandsContentBlockDeltaEvent; + contentBlockStart?: StrandsContentBlockStartEvent; + contentBlockStop?: StrandsContentBlockStopEvent; + internalServerException?: StrandsExceptionEvent; + messageStart?: StrandsMessageStartEvent; + messageStop?: StrandsMessageStopEvent; + metadata?: StrandsMetadataEvent; + modelStreamErrorException?: StrandsModelStreamErrorEvent; + redactContent?: StrandsRedactContentEvent; + serviceUnavailableException?: StrandsExceptionEvent; + throttlingException?: StrandsExceptionEvent; + validationException?: StrandsExceptionEvent; +}; + +// Helper type to determine which event type is present +export type StrandsStreamEventType = + | 'contentBlockDelta' + | 'contentBlockStart' + | 'contentBlockStop' + | 'internalServerException' + | 'messageStart' + | 'messageStop' + | 'metadata' + | 'modelStreamErrorException' + | 'redactContent' + | 'serviceUnavailableException' + | 'throttlingException' + | 'validationException'; diff --git a/packages/types/src/index.d.ts b/packages/types/src/index.d.ts index cc3a2c55a..fd6cc4568 100644 --- a/packages/types/src/index.d.ts +++ b/packages/types/src/index.d.ts @@ -18,3 +18,4 @@ export * from './share'; export * from './speech-to-speech'; export * from './stat'; export * from './mcp'; +export * from './agent-core'; diff --git a/packages/types/src/protocol.d.ts b/packages/types/src/protocol.d.ts index 83dfce854..837f42148 100644 --- a/packages/types/src/protocol.d.ts +++ b/packages/types/src/protocol.d.ts @@ -133,7 +133,12 @@ export type RetrieveKnowledgeBaseRequest = { export type RetrieveKnowledgeBaseResponse = RetrieveCommandOutputKnowledgeBase; -export type S3Type = 'default' | 'knowledgeBase'; +export type S3Type = 'default' | 'knowledgeBase' | 'agentcore'; + +export type BucketInfo = { + bucketName: string; + region: string; +}; export type GetFileDownloadSignedUrlRequest = { bucketName: string; diff --git a/packages/web/package.json b/packages/web/package.json index 5ba5e2780..e4773a0d9 100644 --- a/packages/web/package.json +++ b/packages/web/package.json @@ -13,6 +13,7 @@ "dependencies": { "@aws-amplify/ui-react": "^6.1.12", "@aws-crypto/sha256-js": "^5.2.0", + "@aws-sdk/client-bedrock-agentcore": "^3.755.0", "@aws-sdk/client-cognito-identity": "^3.755.0", "@aws-sdk/client-kendra": "^3.755.0", "@aws-sdk/client-lambda": "^3.755.0", diff --git a/packages/web/public/locales/translation/en.yaml b/packages/web/public/locales/translation/en.yaml index 44039b3c1..722951c1f 100644 --- a/packages/web/public/locales/translation/en.yaml +++ b/packages/web/public/locales/translation/en.yaml @@ -1,6 +1,9 @@ agent: drop_files: Drop files to upload title: Agent Chat +agent_core: + start_conversation: Start a conversation with AgentCore + title: AgentCore auth: loading: Loading... login: Login @@ -441,7 +444,9 @@ generateText: landing: alert: description: >- - This is an environment used for internal demos by SA. When giving demos to customers, please use the one deployed in your own AWS account as a rule. Do not input customer data or use it for business purposes. + This is an environment used for internal demos by SA. When giving demos to + customers, please use the one deployed in your own AWS account as a rule. + Do not input customer data or use it for business purposes. title: About GenU Demo Environment demo: agent: @@ -483,7 +488,8 @@ landing: music, photography, trendy smartphone, city background mcp: content: >- - Please research about Amazon Bedrock security. Is user input used for model training? + Please research about Amazon Bedrock security. Is user input used for + model training? rag: content: >- Please provide an overview of Amazon Nova Canvas and explain its key @@ -527,6 +533,9 @@ landing: execute actions or reference the vector database of Knowledge Bases for Amazon Bedrock. title: Agent Chat + agent_core: + description: AgentCore Chat is a feature that utilizes various Agents created with Bedrock AgentCore. + title: AgentCore chat: description: >- You can have interactive dialogues with an LLM in a chat format. It can @@ -560,12 +569,16 @@ landing: title: Image Generation mcp_chat: description: >- - MCP Chat is a chat function that seamlessly integrates Bedrock's LLM models with external data and external tools through the Model Context Protocol (MCP). You can freely add tools by editing the mcp.json file. Leveraging Strands Agents as an MCP agent. + MCP Chat is a chat function that seamlessly integrates Bedrock's LLM + models with external data and external tools through the Model Context + Protocol (MCP). You can freely add tools by editing the mcp.json file. + Leveraging Strands Agents as an MCP agent. title: MCP Chat meeting-minutes: description: >- - Automatically generate meeting minutes from audio recordings or real-time transcription. - No need to write prompts - choose from near-original transcription, newspaper style, or FAQ format. + Automatically generate meeting minutes from audio recordings or + real-time transcription. No need to write prompts - choose from + near-original transcription, newspaper style, or FAQ format. title: Meeting Minutes Generation rag_chat: description_kb: >- @@ -833,7 +846,9 @@ summarize: transcribe: detailed_parameters: Detailed parameters direct_input: Direct Input - direct_input_instruction: Please enter the source text for meeting minutes directly in the "Transcript" area below. + direct_input_instruction: >- + Please enter the source text for meeting minutes directly in the + "Transcript" area below. direct_input_placeholder: Please enter the source text for meeting minutes here... file_upload: File Upload max_speakers: Max Speakers @@ -842,7 +857,10 @@ transcribe: result_placeholder: Speech recognition results will be displayed here screen_audio: Screen Audio screen_audio_error: 'Screen Audio Error:' - screen_audio_notice: 'For Windows: Select "Entire Screen" tab and turn ON "Share system audio".
For Mac: Select "Chrome Tab" and turn ON "Also share tab audio".
Chrome and Edge work. Firefox does not work.' + screen_audio_notice: >- + For Windows: Select "Entire Screen" tab and turn ON "Share system + audio".
For Mac: Select "Chrome Tab" and turn ON "Also share tab + audio".
Chrome and Edge work. Firefox does not work. select_input_method: Please select from microphone input or file upload speaker_names: Speaker names (comma separated) speaker_recognition: Speaker recognition diff --git a/packages/web/public/locales/translation/ja.yaml b/packages/web/public/locales/translation/ja.yaml index 1c8a4058c..750d085a5 100644 --- a/packages/web/public/locales/translation/ja.yaml +++ b/packages/web/public/locales/translation/ja.yaml @@ -1,6 +1,9 @@ agent: drop_files: ファイルをドロップしてアップロード title: Agent チャット +agent_core: + start_conversation: AgentCore と会話を始める + title: AgentCore auth: loading: 読み込み中... login: ログイン @@ -351,7 +354,8 @@ generateText: landing: alert: description: >- - こちらは SA が内部デモのために利用する環境です。カスタマーにデモをする場合は、原則自分の AWS アカウントにデプロイしたものを利用してください。カスタマーのデータの入力や業務利用をしてはいけません。 + こちらは SA が内部デモのために利用する環境です。カスタマーにデモをする場合は、原則自分の AWS + アカウントにデプロイしたものを利用してください。カスタマーのデータの入力や業務利用をしてはいけません。 title: GenU デモ環境について demo: agent: @@ -378,8 +382,7 @@ landing: スマホ広告のデザイン案を出力してください。 可愛い、おしゃれ、使いやすい、POPカルチャー、親しみやすい、若者向け、音楽、写真、流行のスマホ、背景が街 mcp: - content: >- - Amazon Bedrock のセキュリティについて調べてください。ユーザーの入力はモデルの学習に使われますか? + content: Amazon Bedrock のセキュリティについて調べてください。ユーザーの入力はモデルの学習に使われますか? rag: content: Claude のパラメータを説明し、その設定方法も教えてください。 summarize: @@ -412,6 +415,9 @@ landing: Agent チャットユースケースでは Agents for Amazon Bedrock を利用してアクションを実行させたり、Knowledge Bases for Amazon Bedrock のベクトルデータベースを参照することが可能です。 title: Agent チャット + agent_core: + description: AgentCore チャットは Bedrock AgentCore で作成したさまざまな Agent を利用する機能です + title: AgentCore chat: description: >- LLM @@ -439,7 +445,9 @@ landing: title: 画像生成 mcp_chat: description: >- - MCP チャットは Model Context Protocol (MCP) を通じて、Bedrock の LLM モデルと外部データや外部ツールをシームレスに連携させるチャット機能です。mcp.json を編集することで、自由にツールを追加できます。MCP のエージェントとして Strands Agents を活用しています。 + MCP チャットは Model Context Protocol (MCP) を通じて、Bedrock の LLM + モデルと外部データや外部ツールをシームレスに連携させるチャット機能です。mcp.json を編集することで、自由にツールを追加できます。MCP + のエージェントとして Strands Agents を活用しています。 title: MCP チャット meeting-minutes: description: >- @@ -680,7 +688,10 @@ transcribe: result_placeholder: 音声認識結果がここに表示されます screen_audio: スクリーン音声 screen_audio_error: 'スクリーン音声エラー:' - screen_audio_notice: 'Windows の場合:「画面全体」タブより、「システム音声も共有する」を ON にしてください。
Mac の場合:「Chrome Tab」から、「Also share tab audio」を ON にしてください。
Chrome と Edge は動作します。Firefox は動作しません。' + screen_audio_notice: >- + Windows の場合:「画面全体」タブより、「システム音声も共有する」を ON にしてください。
Mac の場合:「Chrome + Tab」から、「Also share tab audio」を ON にしてください。
Chrome と Edge は動作します。Firefox + は動作しません。 select_input_method: マイク入力 or ファイルアップロードから選択してください speaker_names: 話し手の名前(カンマ区切り) speaker_recognition: 話者認識 diff --git a/packages/web/src/App.tsx b/packages/web/src/App.tsx index 414f7f65f..994a60f2f 100644 --- a/packages/web/src/App.tsx +++ b/packages/web/src/App.tsx @@ -44,6 +44,8 @@ const ragKnowledgeBaseEnabled: boolean = const agentEnabled: boolean = import.meta.env.VITE_APP_AGENT_ENABLED === 'true'; const inlineAgents: boolean = import.meta.env.VITE_APP_INLINE_AGENTS === 'true'; const mcpEnabled: boolean = import.meta.env.VITE_APP_MCP_ENABLED === 'true'; +const agentCoreEnabled: boolean = + import.meta.env.VITE_APP_AGENT_CORE_ENABLED === 'true'; const { visionEnabled, imageGenModelIds, @@ -137,6 +139,15 @@ const App: React.FC = () => { sub: 'Experimental', } : null, + agentCoreEnabled + ? { + label: t('agent_core.title'), + to: '/agent-core', + icon: , + display: 'usecase' as const, + sub: 'Experimental', + } + : null, flowChatEnabled ? { label: t('navigation.flowChat'), diff --git a/packages/web/src/hooks/useAgentCore.ts b/packages/web/src/hooks/useAgentCore.ts new file mode 100644 index 000000000..da9bf591f --- /dev/null +++ b/packages/web/src/hooks/useAgentCore.ts @@ -0,0 +1,140 @@ +import useChat from './useChat'; +import useAgentCoreApi, { AgentCoreRuntimeRequest } from './useAgentCoreApi'; +import { + AgentCoreConfiguration, + UnrecordedMessage, +} from 'generative-ai-use-cases'; +import { findModelByModelId } from './useModel'; + +// Get environment variables for separated generic and external runtimes +const agentCoreEnabled = import.meta.env.VITE_APP_AGENT_CORE_ENABLED === 'true'; + +// Generic runtime (deployed by CDK) +const agentCoreGenericRuntime = + import.meta.env.VITE_APP_AGENT_CORE_GENERIC_RUNTIME !== 'null' + ? (JSON.parse( + import.meta.env.VITE_APP_AGENT_CORE_GENERIC_RUNTIME || 'null' + ) as AgentCoreConfiguration | null) + : null; + +// External runtimes (pre-defined) +const agentCoreExternalRuntimes = JSON.parse( + import.meta.env.VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES || '[]' +) as AgentCoreConfiguration[]; + +const useAgentCore = (id: string) => { + const { + getModelId, + setModelId, + init, + getCurrentSystemContext, + updateSystemContext, + rawMessages, + messages, + isEmpty, + clear, + } = useChat(id); + + const { postMessage, loading } = useAgentCoreApi(id); + + const invokeAgentRuntime = async ( + agentRuntimeArn: string, + sessionId: string, + userPrompt: string, + qualifier = 'DEFAULT', + files?: File[] + ) => { + const model = findModelByModelId(getModelId()); + + // Get previous messages for context, excluding: + // 1. System messages (will be sent as system_prompt) + // 2. Empty assistant messages + const previousMessages = rawMessages + .filter((msg) => { + // Exclude system messages + if (msg.role === 'system') return false; + // Exclude empty assistant messages + if (msg.role === 'assistant' && msg.content.trim() === '') return false; + + return true; + }) + .map( + (msg): UnrecordedMessage => ({ + role: msg.role, + content: msg.content, + trace: msg.trace, + extraData: msg.extraData, + llmType: msg.llmType, + metadata: msg.metadata, + }) + ); + + const request: AgentCoreRuntimeRequest = { + agentRuntimeArn, + sessionId, + qualifier, + system_prompt: + getCurrentSystemContext() || 'You are a helpful assistant.', + prompt: userPrompt, + previousMessages, // Pass the raw messages to be converted in useAgentCoreApi + model, + files, // Pass the uploaded files - they will be converted to Strands format in useAgentCoreApi + }; + + await postMessage(request); + }; + + const isAgentCoreEnabled = () => { + return ( + agentCoreEnabled && + (!!agentCoreGenericRuntime || agentCoreExternalRuntimes.length > 0) + ); + }; + + const getGenericRuntime = () => { + return agentCoreGenericRuntime; + }; + + const getExternalRuntimes = () => { + return agentCoreExternalRuntimes; + }; + + const getAllAvailableRuntimes = (): AgentCoreConfiguration[] => { + const allRuntimes: AgentCoreConfiguration[] = []; + + // Add generic runtime if available + if (agentCoreGenericRuntime) { + allRuntimes.push(agentCoreGenericRuntime); + } + + // Add external runtimes + allRuntimes.push(...agentCoreExternalRuntimes); + + return allRuntimes; + }; + + const getAllAvailableRuntimeArns = (): string[] => { + return getAllAvailableRuntimes().map((runtime) => runtime.arn); + }; + + return { + getModelId, + setModelId, + init, + getCurrentSystemContext, + updateSystemContext, + rawMessages, + messages, + isEmpty, + clear, + loading, + invokeAgentRuntime, + isAgentCoreEnabled, + getGenericRuntime, + getExternalRuntimes, + getAllAvailableRuntimes, + getAllAvailableRuntimeArns, + }; +}; + +export { useAgentCore }; diff --git a/packages/web/src/hooks/useAgentCoreApi.ts b/packages/web/src/hooks/useAgentCoreApi.ts new file mode 100644 index 000000000..54a90579a --- /dev/null +++ b/packages/web/src/hooks/useAgentCoreApi.ts @@ -0,0 +1,291 @@ +import { useCallback } from 'react'; +import useChat from './useChat'; +import useChatApi from './useChatApi'; +import { + BedrockAgentCoreClient, + InvokeAgentRuntimeCommand, + InvokeAgentRuntimeCommandInput, +} from '@aws-sdk/client-bedrock-agentcore'; +import { fromCognitoIdentityPool } from '@aws-sdk/credential-provider-cognito-identity'; +import { fetchAuthSession } from 'aws-amplify/auth'; +import { CognitoIdentityClient } from '@aws-sdk/client-cognito-identity'; +import { + AgentCoreRequest, + Model, + UnrecordedMessage, + StrandsContentBlock, +} from 'generative-ai-use-cases'; +import { + StrandsStreamProcessor, + convertToStrandsFormat, + convertFilesToStrandsContentBlocks, +} from '../utils/strandsUtils'; +import { getRegionFromArn } from '../utils/arnUtils'; + +// Get environment variables +const region = import.meta.env.VITE_APP_REGION as string; +const modelRegion = import.meta.env.VITE_APP_MODEL_REGION as string; +const identityPoolId = import.meta.env.VITE_APP_IDENTITY_POOL_ID as string; +const userPoolId = import.meta.env.VITE_APP_USER_POOL_ID as string; + +// Define simplified request interface for the hook +export interface AgentCoreRuntimeRequest { + agentRuntimeArn: string; + sessionId?: string; + qualifier?: string; + system_prompt?: string; // Keep this name for backward compatibility with useAgentCore + prompt: string; // User prompt as string + previousMessages?: UnrecordedMessage[]; // Raw messages that will be converted to Strands format + model: Model; + files?: File[]; // Added support for file uploads +} + +const useAgentCoreApi = (id: string) => { + const { + loading, + setLoading, + pushMessage, + popMessage, + createChatIfNotExist, + addChunkToAssistantMessage, + addMessageIdsToUnrecordedMessages, + replaceMessages, + setPredictedTitle, + } = useChat(id); + const { createMessages } = useChatApi(); + + // Create a stream processor instance that maintains state across chunks + const streamProcessor = useCallback(() => new StrandsStreamProcessor(), []); + + // Process a chunk of Strands event data and add it to the assistant message + const processChunk = useCallback( + (eventText: string, model: Model, processor: StrandsStreamProcessor) => { + const processed = processor.processEvent(eventText); + + if (processed) { + if (processed.text || processed.trace || processed.metadata) { + addChunkToAssistantMessage( + processed.text || '', + processed.trace || undefined, + model, + processed.metadata + ); + } + } + }, + [addChunkToAssistantMessage] + ); + + // Convert messages to Strands format + const convertMessagesToStrandsFormat = useCallback( + (messages: UnrecordedMessage[]) => { + return convertToStrandsFormat(messages); + }, + [] + ); + + const postMessage = useCallback( + async (req: AgentCoreRuntimeRequest) => { + setLoading(true); + let isFirstChunk = true; + + // Create a new stream processor for this request + const processor = streamProcessor(); + + try { + pushMessage('user', req.prompt); + pushMessage('assistant', 'Thinking...'); + + // Get the ID token from the authenticated user + const token = (await fetchAuthSession()).tokens?.idToken?.toString(); + if (!token) { + throw new Error('User is not authenticated'); + } + + const clientRegion = getRegionFromArn(req.agentRuntimeArn) || region; + + // Create the Cognito Identity client + const cognito = new CognitoIdentityClient({ region }); + const providerName = `cognito-idp.${region}.amazonaws.com/${userPoolId}`; + + // Create the BedrockAgentCore client with the determined region + const client = new BedrockAgentCoreClient({ + region: clientRegion, + credentials: fromCognitoIdentityPool({ + client: cognito, + identityPoolId, + logins: { + [providerName]: token, + }, + }), + }); + + // Convert previous messages to Strands format if provided + const strandsMessages = req.previousMessages + ? convertMessagesToStrandsFormat(req.previousMessages) + : []; + + // Process files if provided and convert them to Strands content blocks + const promptBlocks: StrandsContentBlock[] = [{ text: req.prompt }]; + + if (req.files && req.files.length > 0) { + try { + const fileContentBlocks = await convertFilesToStrandsContentBlocks( + req.files + ); + promptBlocks.push(...fileContentBlocks); + } catch (error) { + console.error( + 'Error converting files to Strands content blocks:', + error + ); + } + } + + // Create the request with the exact schema: messages, systemPrompt, prompt, model + const agentCoreRequest: AgentCoreRequest = { + messages: strandsMessages, + systemPrompt: req.system_prompt || '', + prompt: promptBlocks, + model: { + type: 'bedrock', + modelId: + req.model.modelId || + 'us.anthropic.claude-3-5-sonnet-20241022-v2:0', + region: req.model.region || modelRegion, + }, + }; + + const commandInput: InvokeAgentRuntimeCommandInput = { + agentRuntimeArn: req.agentRuntimeArn, + ...(req.sessionId ? { runtimeSessionId: req.sessionId } : {}), + qualifier: req.qualifier || 'DEFAULT', + payload: JSON.stringify(agentCoreRequest), + }; + + const command = new InvokeAgentRuntimeCommand(commandInput); + const response = await client.send(command); + + // Handle streaming response + const responseWithStream = response as unknown as { + response?: ReadableStream | AsyncIterable; + contentType?: string; + }; + + let buffer = ''; + + if (responseWithStream.response) { + const stream = responseWithStream.response; + + if (Symbol.asyncIterator in stream) { + // Handle as async iterable + for await (const chunk of stream as AsyncIterable) { + if (isFirstChunk) { + popMessage(); // Remove loading message + pushMessage('assistant', ''); + isFirstChunk = false; + } + + const chunkText = new TextDecoder('utf-8').decode(chunk); + buffer += chunkText; + + // Process complete lines + const lines = buffer.split('\n'); + buffer = lines.pop() || ''; + + for (const line of lines) { + if (line.trim()) { + let processedText = line; + + // Handle SSE format: "data: " + if (line.startsWith('data: ')) { + processedText = line.substring(6); + } + + if (processedText.trim()) { + processChunk(processedText, req.model, processor); + } + } + } + } + + // Process any remaining buffer content + if (buffer.trim()) { + let processedText = buffer; + if (buffer.startsWith('data: ')) { + processedText = buffer.substring(6); + } + if (processedText.trim()) { + processChunk(processedText, req.model, processor); + } + } + } else { + // Fallback: treat as single response + if (isFirstChunk) { + popMessage(); + pushMessage('assistant', ''); + isFirstChunk = false; + } + processChunk( + JSON.stringify(response, null, 2), + req.model, + processor + ); + } + } else { + // Fallback: if no response stream, stringify the entire response + if (isFirstChunk) { + popMessage(); + pushMessage('assistant', ''); + isFirstChunk = false; + } + processChunk(JSON.stringify(response, null, 2), req.model, processor); + } + + // Save chat history + const chatId = await createChatIfNotExist(); + await setPredictedTitle(); + const toBeRecordedMessages = addMessageIdsToUnrecordedMessages(); + const { messages } = await createMessages(chatId, { + messages: toBeRecordedMessages, + }); + replaceMessages(messages); + } catch (error) { + console.error('Error invoking AgentCore Runtime:', error); + const errorMessage = + error instanceof Error ? error.message : 'Unknown error occurred'; + // processChunk(`Error: ${errorMessage}`, req.model, processor); + addChunkToAssistantMessage( + errorMessage, + undefined, + req.model, + undefined + ); + } finally { + setLoading(false); + } + }, + [ + setLoading, + streamProcessor, + pushMessage, + convertMessagesToStrandsFormat, + createChatIfNotExist, + setPredictedTitle, + addMessageIdsToUnrecordedMessages, + createMessages, + replaceMessages, + popMessage, + processChunk, + addChunkToAssistantMessage, + ] + ); + + return { + loading, + postMessage, + convertMessagesToStrandsFormat, + }; +}; + +export default useAgentCoreApi; diff --git a/packages/web/src/hooks/useChat.ts b/packages/web/src/hooks/useChat.ts index 2befbbca3..26b33bd5a 100644 --- a/packages/web/src/hooks/useChat.ts +++ b/packages/web/src/hooks/useChat.ts @@ -128,7 +128,8 @@ const useChatState = create<{ id: string, chunk: string, trace?: string, - model?: Model + model?: Model, + metadata?: Metadata ) => void; addMessageIdsToUnrecordedMessages: (id: string) => ToBeRecordedMessage[]; replaceMessages: (id: string, messages: RecordedMessage[]) => void; @@ -392,14 +393,30 @@ const useChatState = create<{ ) => { set((state) => { const newChats = produce(state.chats, (draft) => { - let traceInlineMessage: string | undefined = undefined; + const oldAssistantMessage = draft[id].messages.pop()!; // If the received trace is a code block, do not display it as an inline message + let traceInlineMessage: string | undefined = undefined; if (trace && !isExactlyCodeBlock(trace.trim())) { traceInlineMessage = trace.trim(); } - const oldAssistantMessage = draft[id].messages.pop()!; + // If new metadata came when old metadata exist, add up numbers + if (metadata && oldAssistantMessage.metadata) { + metadata.usage.inputTokens += + oldAssistantMessage.metadata.usage.inputTokens || 0; + metadata.usage.outputTokens += + oldAssistantMessage.metadata.usage.outputTokens || 0; + metadata.usage.totalTokens += + oldAssistantMessage.metadata.usage.totalTokens || 0; + metadata.usage.cacheReadInputTokens = + (metadata.usage.cacheReadInputTokens || 0) + + (oldAssistantMessage.metadata.usage.cacheReadInputTokens || 0); + metadata.usage.cacheWriteInputTokens = + (metadata.usage.cacheWriteInputTokens || 0) + + (oldAssistantMessage.metadata.usage.cacheWriteInputTokens || 0); + } + const newAssistantMessage: ShownMessage = { ...oldAssistantMessage, role: 'assistant', @@ -1188,9 +1205,10 @@ const useChat = (id: string, chatId?: string) => { addChunkToAssistantMessage: ( chunk: string, trace?: string, - model?: Model + model?: Model, + metadata?: Metadata ) => { - addChunkToAssistantMessage(id, chunk, trace, model); + addChunkToAssistantMessage(id, chunk, trace, model, metadata); }, addMessageIdsToUnrecordedMessages: () => { return addMessageIdsToUnrecordedMessages(id); diff --git a/packages/web/src/main.tsx b/packages/web/src/main.tsx index 5fbec4ef4..f417f2293 100644 --- a/packages/web/src/main.tsx +++ b/packages/web/src/main.tsx @@ -31,6 +31,7 @@ import AgentChatPage from './pages/AgentChatPage.tsx'; import FlowChatPage from './pages/FlowChatPage'; import VoiceChatPage from './pages/VoiceChatPage'; import McpChatPage from './pages/McpChatPage'; +import AgentCorePage from './pages/AgentCorePage.tsx'; import { MODELS } from './hooks/useModel'; import { Authenticator } from '@aws-amplify/ui-react'; import UseCaseBuilderEditPage from './pages/useCaseBuilder/UseCaseBuilderEditPage.tsx'; @@ -53,6 +54,8 @@ const samlAuthEnabled: boolean = const agentEnabled: boolean = import.meta.env.VITE_APP_AGENT_ENABLED === 'true'; const inlineAgents: boolean = import.meta.env.VITE_APP_INLINE_AGENTS === 'true'; const mcpEnabled: boolean = import.meta.env.VITE_APP_MCP_ENABLED === 'true'; +const agentCoreEnabled: boolean = + import.meta.env.VITE_APP_AGENT_CORE_ENABLED === 'true'; const { visionEnabled, imageGenModelIds, @@ -199,6 +202,12 @@ const routes: RouteObject[] = [ element: , } : null, + agentCoreEnabled + ? { + path: '/agent-core', + element: , + } + : null, { path: '*', element: , diff --git a/packages/web/src/pages/AgentCorePage.tsx b/packages/web/src/pages/AgentCorePage.tsx new file mode 100644 index 000000000..4e65e0627 --- /dev/null +++ b/packages/web/src/pages/AgentCorePage.tsx @@ -0,0 +1,343 @@ +import React, { useCallback, useEffect, useMemo, useState } from 'react'; +import { useLocation } from 'react-router-dom'; +import InputChatContent from '../components/InputChatContent'; +import ChatMessage from '../components/ChatMessage'; +import Select from '../components/Select'; +import ScrollTopBottom from '../components/ScrollTopBottom'; +import useFollow from '../hooks/useFollow'; +import { create } from 'zustand'; +import BedrockIcon from '../assets/bedrock.svg?react'; +import { v4 as uuidv4 } from 'uuid'; +import useFiles from '../hooks/useFiles'; +import { FileLimit } from 'generative-ai-use-cases'; +import { useTranslation } from 'react-i18next'; +import { useAgentCore } from '../hooks/useAgentCore'; +import { MODELS } from '../hooks/useModel'; + +// Define file limits for the chat interface +const fileLimit: FileLimit = { + accept: { + doc: [ + '.csv', + '.doc', + '.docx', + '.html', + '.md', + '.pdf', + '.txt', + '.xls', + '.xlsx', + '.yaml', + '.json', + ], + image: ['.jpg', '.jpeg', '.png', '.gif', '.webp'], + video: [], + }, + maxFileCount: 5, + maxFileSizeMB: 10, + maxImageFileCount: 5, + maxImageFileSizeMB: 5, + maxVideoFileCount: 0, + maxVideoFileSizeMB: 0, +}; + +// State management with zustand +type StateType = { + content: string; + inputSystemContext: string; + setContent: (c: string) => void; + setInputSystemContext: (c: string) => void; +}; + +const useAgentCorePageState = create((set) => { + return { + content: '', + inputSystemContext: '', + setContent: (s: string) => { + set(() => ({ + content: s, + })); + }, + setInputSystemContext: (s: string) => { + set(() => ({ + inputSystemContext: s, + })); + }, + }; +}); + +const AgentCorePage: React.FC = () => { + const { t } = useTranslation(); + const pageTitle = t('agent_core.title', 'AgentCore'); + const { pathname } = useLocation(); + const { content, setContent } = useAgentCorePageState(); + + // Use a fixed ID for Agent Core Runtime similar to MCP + const fixedId = '/agent-core'; + const { + messages, + isEmpty, + clear, + loading, + invokeAgentRuntime, + getGenericRuntime, + getAllAvailableRuntimes, + getModelId, + setModelId, + } = useAgentCore(fixedId); + + const { scrollableContainer, setFollowing } = useFollow(); + + // Get runtimes + const allAvailableRuntimes = getAllAvailableRuntimes(); + const genericRuntime = getGenericRuntime(); + + // Get models from MODELS like ChatPage does + const { modelIds: availableModels, modelDisplayName } = MODELS; + const modelId = getModelId(); + + const [selectedArn, setSelectedArn] = useState(''); + const [sessionId] = useState(uuidv4()); + const [isOver, setIsOver] = useState(false); + const [writing, setWriting] = useState(false); + + const { clear: clearFiles, uploadFiles, uploadedFiles } = useFiles(pathname); + + // Set the first available ARN as default if none is selected + useEffect(() => { + if (allAvailableRuntimes.length > 0 && !selectedArn) { + setSelectedArn(allAvailableRuntimes[0].arn); + } + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [allAvailableRuntimes]); + + // Initialize system context and model ID only once on mount + useEffect(() => { + const _modelId = !modelId ? availableModels[0] : modelId; + setModelId(_modelId); + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [availableModels]); + + // Accept file types based on model + const accept = useMemo(() => { + if (!modelId) return []; + const feature = MODELS.modelMetadata[modelId]; + return [ + ...(feature.flags.doc ? fileLimit.accept.doc : []), + ...(feature.flags.image ? fileLimit.accept.image : []), + ...(feature.flags.video ? fileLimit.accept.video : []), + ]; + }, [modelId]); + + // File upload enabled + const fileUpload = useMemo(() => { + return accept.length > 0; + }, [accept]); + + // Handle sending a message + const onSend = useCallback(() => { + if (!content || !selectedArn || loading) return; + + setFollowing(true); + setWriting(true); + + try { + // Get uploaded files from the useFiles hook + const uploadedFileObjects = uploadedFiles.filter( + (file) => !file.errorMessages.length && !file.uploading + ); + const filesToSend = + uploadedFileObjects.length > 0 + ? uploadedFileObjects.map((uploadedFile) => uploadedFile.file) + : undefined; + + // Invoke agent runtime with content and files + invokeAgentRuntime( + selectedArn, + sessionId, + content, + 'DEFAULT', + filesToSend + ); + setContent(''); + clearFiles(); + } catch (error) { + console.error('Error sending message:', error); + setWriting(false); + } + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [ + content, + selectedArn, + loading, + setFollowing, + invokeAgentRuntime, + sessionId, + clearFiles, + uploadedFiles, + ]); + + // Handle reset + const onReset = useCallback(() => { + clear(); + setContent(''); + clearFiles(); + }, [clear, clearFiles, setContent]); + + // Handle stop generation + const onStop = useCallback(() => { + setWriting(false); + // Note: AgentCore doesn't have a direct forceToStop method, so we just update the UI state + }, []); + + // Handle drag and drop for files + const handleDragOver = (event: React.DragEvent) => { + event.preventDefault(); + setIsOver(true); + }; + + const handleDragLeave = (event: React.DragEvent) => { + event.preventDefault(); + setIsOver(false); + }; + + const handleDrop = (event: React.DragEvent) => { + event.preventDefault(); + setIsOver(false); + if (event.dataTransfer.files) { + uploadFiles(Array.from(event.dataTransfer.files), fileLimit, accept); + } + }; + + // Prepare runtime options + const runtimeOptions = useMemo(() => { + return allAvailableRuntimes.map((runtime) => { + const isGeneric = genericRuntime && runtime.arn === genericRuntime.arn; + const typeLabel = isGeneric ? '[Generic]' : '[External]'; + return { + value: runtime.arn, + label: `${runtime.name} ${typeLabel}`, + }; + }); + }, [allAvailableRuntimes, genericRuntime]); + + // Prepare model options + const modelOptions = useMemo(() => { + return availableModels.map((m) => { + return { value: m, label: modelDisplayName(m) }; + }); + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [availableModels]); + + const showingMessages = useMemo(() => { + return messages; + }, [messages]); + + return ( + <> +
+
+ {pageTitle} +
+ + {/* File Drop Overlay */} + {isOver && fileUpload && ( +
+
+
+ {t('chat.drop_files', 'Drop files here')} +
+
+
+ )} + + {/* Selection Controls */} +
+ {/* AgentCore Runtime Selection */} +
+ +
+
+ + {/* Empty State */} + {isEmpty && ( +
+ +

+ {t( + 'agent_core.start_conversation', + 'Start a conversation with AgentCore' + )} +

+
+ )} + + {/* Chat Messages */} + {!isEmpty && ( +
+ {showingMessages.map((message, idx) => ( +
+ {idx === 0 && ( +
+ )} + +
+
+ ))} +
+ )} + + {/* Scroll Controls */} +
+ +
+ + {/* Input Area */} +
+ { + if (!loading) { + onSend(); + } else { + onStop(); + } + }} + onReset={onReset} + fileUpload={fileUpload} + fileLimit={fileLimit} + accept={accept} + canStop={writing} + /> +
+
+ + ); +}; + +export default AgentCorePage; diff --git a/packages/web/src/pages/LandingPage.tsx b/packages/web/src/pages/LandingPage.tsx index 755e57035..15473a0b8 100644 --- a/packages/web/src/pages/LandingPage.tsx +++ b/packages/web/src/pages/LandingPage.tsx @@ -47,6 +47,8 @@ const ragEnabled: boolean = import.meta.env.VITE_APP_RAG_ENABLED === 'true'; const ragKnowledgeBaseEnabled: boolean = import.meta.env.VITE_APP_RAG_KNOWLEDGE_BASE_ENABLED === 'true'; const agentEnabled: boolean = import.meta.env.VITE_APP_AGENT_ENABLED === 'true'; +const agentCoreEnabled: boolean = + import.meta.env.VITE_APP_AGENT_CORE_ENABLED === 'true'; const inlineAgents: boolean = import.meta.env.VITE_APP_INLINE_AGENTS === 'true'; const mcpEnabled: boolean = import.meta.env.VITE_APP_MCP_ENABLED === 'true'; const { @@ -98,6 +100,10 @@ const LandingPage: React.FC = () => { } }; + const demoAgentCore = () => { + navigate(`/agent-core`); + }; + const demoMcp = () => { const params: McpPageQueryParams = { content: t('landing.demo.mcp.content'), @@ -324,6 +330,14 @@ const LandingPage: React.FC = () => { description={t('landing.use_cases.agent_chat.description')} /> )} + {agentCoreEnabled && ( + } + description={t('landing.use_cases.agent_core.description')} + /> + )} {mcpEnabled && ( { + if (!arn || typeof arn !== 'string') { + return null; + } + + const arnParts = arn.split(':'); + + // ARN must have at least 6 parts: arn:partition:service:region:account-id:resource + if (arnParts.length < 6 || arnParts[0] !== 'arn') { + return null; + } + + return { + partition: arnParts[1], + service: arnParts[2], + region: arnParts[3], + accountId: arnParts[4], + resource: arnParts.slice(5).join(':'), // Resource can contain colons + }; +}; + +/** + * Extract region from AWS ARN + * + * @param arn - AWS ARN string + * @returns Region string or null if invalid ARN + */ +export const getRegionFromArn = (arn: string): string | null => { + const parsed = parseArn(arn); + return parsed?.region || null; +}; + +/** + * Extract service from AWS ARN + * + * @param arn - AWS ARN string + * @returns Service string or null if invalid ARN + */ +export const getServiceFromArn = (arn: string): string | null => { + const parsed = parseArn(arn); + return parsed?.service || null; +}; + +/** + * Validate if ARN is for a specific AWS service + * + * @param arn - AWS ARN string + * @param service - Expected service name + * @returns True if ARN is for the specified service + */ +export const isArnForService = (arn: string, service: string): boolean => { + const parsed = parseArn(arn); + return parsed?.service === service; +}; + +/** + * Validate if ARN is for Bedrock Agent Core + * + * @param arn - AWS ARN string + * @returns True if ARN is for Bedrock Agent Core + */ +export const isBedrockAgentCoreArn = (arn: string): boolean => { + return isArnForService(arn, 'bedrock-agentcore'); +}; + +/** + * Get runtime ID from Bedrock Agent Core ARN + * + * @param arn - Bedrock Agent Core ARN + * @returns Runtime ID or null if invalid + */ +export const getAgentCoreRuntimeIdFromArn = (arn: string): string | null => { + if (!isBedrockAgentCoreArn(arn)) { + return null; + } + + const parsed = parseArn(arn); + if (!parsed) { + return null; + } + + // Resource format: runtime/runtime-id + const resourceParts = parsed.resource.split('/'); + if (resourceParts.length >= 2 && resourceParts[0] === 'runtime') { + return resourceParts.slice(1).join('/'); // Runtime ID can contain slashes + } + + return null; +}; diff --git a/packages/web/src/utils/strandsUtils.ts b/packages/web/src/utils/strandsUtils.ts new file mode 100644 index 000000000..1797fdaa4 --- /dev/null +++ b/packages/web/src/utils/strandsUtils.ts @@ -0,0 +1,434 @@ +/** + * Utility functions for converting between Strands and GenU formats + */ + +import { + ExtraData, + Metadata, + StrandsContentBlock, + StrandsMessage, + StrandsRole, + StrandsStreamEvent, + UnrecordedMessage, + UploadedFileType, +} from 'generative-ai-use-cases'; + +/** + * Convert GenU messages to Strands format + */ +export const convertToStrandsFormat = ( + messages: UnrecordedMessage[], + uploadedFiles?: UploadedFileType[], + base64Cache?: Record +): StrandsMessage[] => { + console.log('convertToStrandsFormat', uploadedFiles, base64Cache); + return messages.map((message) => { + const contentBlocks: StrandsContentBlock[] = []; + + // Add text content if present + if (message.content && message.content.trim()) { + contentBlocks.push({ text: message.content }); + } + + // Convert extraData to Strands content blocks + if (message.extraData) { + for (const data of message.extraData) { + const contentBlock = convertExtraDataToStrandsContentBlock( + data, + uploadedFiles, + base64Cache + ); + if (contentBlock) { + contentBlocks.push(contentBlock); + } + } + } + + // Ensure at least one content block exists + if (contentBlocks.length === 0) { + contentBlocks.push({ text: message.content || '' }); + } + + return { + role: message.role as StrandsRole, + content: contentBlocks, + }; + }); +}; + +/** + * Convert ExtraData to Strands content block + */ +const convertExtraDataToStrandsContentBlock = ( + data: ExtraData, + uploadedFiles?: UploadedFileType[], + base64Cache?: Record +): StrandsContentBlock | null => { + let base64Data: string | undefined; + + // Get base64 data based on source type + if (data.source.type === 'base64') { + base64Data = data.source.data; + } else if (data.source.type === 's3') { + // Try to find base64 data from uploadedFiles or base64Cache + base64Data = + uploadedFiles + ?.find((uploadedFile) => uploadedFile.s3Url === data.source.data) + ?.base64EncodedData?.replace(/^data:(.*,)?/, '') ?? + base64Cache?.[data.source.data]?.replace(/^data:(.*,)?/, ''); + } + + if (!base64Data) { + console.warn('No base64 data found for extraData:', data); + return null; + } + + // Convert based on data type + switch (data.type) { + case 'image': + return { + image: { + format: getImageFormatFromMimeType(data.source.mediaType), + source: { + bytes: base64Data, + }, + }, + }; + + case 'file': + return { + document: { + format: getDocumentFormatFromMimeType(data.source.mediaType), + name: data.name, + source: { + bytes: base64Data, + }, + }, + }; + + case 'video': + return { + video: { + format: getVideoFormatFromMimeType(data.source.mediaType), + source: { + bytes: base64Data, + }, + }, + }; + + default: + console.warn('Unsupported extraData type:', data.type); + return null; + } +}; + +/** + * Extract image format from MIME type + */ +const getImageFormatFromMimeType = ( + mimeType: string +): 'png' | 'jpeg' | 'gif' | 'webp' | undefined => { + const formatMap: Record = { + 'image/png': 'png', + 'image/jpeg': 'jpeg', + 'image/jpg': 'jpeg', + 'image/gif': 'gif', + 'image/webp': 'webp', + }; + return formatMap[mimeType.toLowerCase()]; +}; + +/** + * Extract document format from MIME type + */ +const getDocumentFormatFromMimeType = ( + mimeType: string +): + | 'pdf' + | 'csv' + | 'doc' + | 'docx' + | 'xls' + | 'xlsx' + | 'html' + | 'txt' + | 'md' + | undefined => { + const formatMap: Record< + string, + 'pdf' | 'csv' | 'doc' | 'docx' | 'xls' | 'xlsx' | 'html' | 'txt' | 'md' + > = { + 'application/pdf': 'pdf', + 'text/csv': 'csv', + 'application/msword': 'doc', + 'application/vnd.openxmlformats-officedocument.wordprocessingml.document': + 'docx', + 'application/vnd.ms-excel': 'xls', + 'application/vnd.openxmlformats-officedocument.spreadsheetml.sheet': 'xlsx', + 'text/html': 'html', + 'text/plain': 'txt', + 'text/markdown': 'md', + }; + return formatMap[mimeType.toLowerCase()]; +}; + +/** + * Extract video format from MIME type + */ +const getVideoFormatFromMimeType = ( + mimeType: string +): + | 'flv' + | 'mkv' + | 'mov' + | 'mpeg' + | 'mpg' + | 'mp4' + | 'three_gp' + | 'webm' + | 'wmv' + | undefined => { + const formatMap: Record< + string, + 'flv' | 'mkv' | 'mov' | 'mpeg' | 'mpg' | 'mp4' | 'three_gp' | 'webm' | 'wmv' + > = { + 'video/x-flv': 'flv', + 'video/x-matroska': 'mkv', + 'video/quicktime': 'mov', + 'video/mpeg': 'mpeg', + 'video/mp4': 'mp4', + 'video/3gpp': 'three_gp', + 'video/webm': 'webm', + 'video/x-ms-wmv': 'wmv', + }; + return formatMap[mimeType.toLowerCase()]; +}; + +/** + * Convert File objects to Strands content blocks + */ +export const convertFilesToStrandsContentBlocks = async ( + files: File[] +): Promise => { + console.log('convertFilesToStrandsContentBlocks', files); + const contentBlocks: StrandsContentBlock[] = []; + + for (const file of files) { + try { + const base64Data = await fileToBase64(file); + const contentBlock = await convertFileToStrandsContentBlock( + file, + base64Data + ); + if (contentBlock) { + contentBlocks.push(contentBlock); + } + } catch (error) { + console.error('Error converting file to Strands content block:', error); + } + } + + return contentBlocks; +}; + +/** + * Convert a single File to base64 string + */ +const fileToBase64 = (file: File): Promise => { + return new Promise((resolve, reject) => { + const reader = new FileReader(); + reader.onload = () => { + const result = reader.result as string; + // Remove the data URL prefix (e.g., "data:image/png;base64,") + const base64Data = result.split(',')[1]; + resolve(base64Data); + }; + reader.onerror = reject; + reader.readAsDataURL(file); + }); +}; + +/** + * Convert a single File to Strands content block + */ +const convertFileToStrandsContentBlock = async ( + file: File, + base64Data: string +): Promise => { + const mimeType = file.type; + const fileName = file.name.replace(/[^a-zA-Z0-9\s\-()[\]]/g, 'X'); + + // Determine file type based on MIME type + if (mimeType.startsWith('image/')) { + return { + image: { + format: getImageFormatFromMimeType(mimeType), + source: { + bytes: base64Data, + }, + }, + }; + } else if (mimeType.startsWith('video/')) { + return { + video: { + format: getVideoFormatFromMimeType(mimeType), + source: { + bytes: base64Data, + }, + }, + }; + } else { + // Treat as document + return { + document: { + format: getDocumentFormatFromMimeType(mimeType), + name: fileName, + source: { + bytes: base64Data, + }, + }, + }; + } +}; + +/** + * Content block types for state tracking + */ +type ContentBlockType = 'text' | 'toolUse' | 'reasoning' | null; + +/** + * Stateful stream processor for Strands events + */ +export class StrandsStreamProcessor { + private currentContentBlockType: ContentBlockType = null; + private toolUseBuffer: string = ''; + + /** + * Process a streaming event and return formatted content + */ + processEvent( + eventText: string + ): { text: string; trace?: string; metadata?: Metadata } | null { + try { + const parsedEvent = JSON.parse(eventText); + const streamEvent = parsedEvent.event as StrandsStreamEvent; + + if (!streamEvent) return null; + + // Handle message start event + if (streamEvent.messageStart) { + this.reset(); + return null; + } + + // Handle content block start event + if (streamEvent.contentBlockStart) { + const start = streamEvent.contentBlockStart.start; + + if ('text' in start && start.text) { + this.currentContentBlockType = 'text'; + return { text: start.text }; + } else if ('toolUse' in start && start.toolUse) { + this.currentContentBlockType = 'toolUse'; + this.toolUseBuffer = ''; + return { text: '', trace: `\`\`\`${start.toolUse.name}\n` }; + } + } + + // Handle content block delta event (incremental updates) + if (streamEvent.contentBlockDelta) { + const delta = streamEvent.contentBlockDelta.delta; + + if (delta.text) { + this.currentContentBlockType = 'text'; + return { text: delta.text }; + } else if (delta.toolUse) { + this.currentContentBlockType = 'toolUse'; + this.toolUseBuffer += delta.toolUse.input; + return { text: '', trace: delta.toolUse.input }; + } else if (delta.reasoningContent?.text) { + this.currentContentBlockType = 'reasoning'; + return { text: '', trace: delta.reasoningContent.text }; + } + } + + // Handle content block stop event + if (streamEvent.contentBlockStop) { + if (this.currentContentBlockType === 'text') { + // Close the text block + const result = { text: '\n' }; + this.currentContentBlockType = null; + return result; + } else if (this.currentContentBlockType === 'toolUse') { + // Close the tool use block + const result = { text: '', trace: `\n\`\`\`\n` }; + this.currentContentBlockType = null; + return result; + } + this.currentContentBlockType = null; + return null; + } + + // Handle message stop event + if (streamEvent.messageStop) { + this.reset(); + return null; + } + + // Handle metadata event + if (streamEvent.metadata) { + return { + text: '', + metadata: { + usage: { + inputTokens: streamEvent.metadata.usage.inputTokens, + outputTokens: streamEvent.metadata.usage.outputTokens, + totalTokens: streamEvent.metadata.usage.totalTokens, + cacheReadInputTokens: + streamEvent.metadata.usage.cacheReadInputTokens, + cacheWriteInputTokens: + streamEvent.metadata.usage.cacheWriteInputTokens, + }, + }, + }; + } + + // Handle error events + const errorEvent = + streamEvent.internalServerException || + streamEvent.modelStreamErrorException || + streamEvent.serviceUnavailableException || + streamEvent.throttlingException || + streamEvent.validationException; + + if (errorEvent) { + return { + text: `Error: ${errorEvent.message || 'An error occurred'}`, + }; + } + + // Handle redact content event + if (streamEvent.redactContent) { + if (streamEvent.redactContent.redactAssistantContentMessage) { + return { + text: streamEvent.redactContent.redactAssistantContentMessage, + }; + } + return null; + } + + return null; + } catch (error) { + console.error('Error processing stream event:', error); + return null; + } + } + + /** + * Reset the processor state + */ + reset(): void { + this.currentContentBlockType = null; + this.toolUseBuffer = ''; + } +} diff --git a/packages/web/src/vite-env.d.ts b/packages/web/src/vite-env.d.ts index d3707dbff..f0b263c6e 100644 --- a/packages/web/src/vite-env.d.ts +++ b/packages/web/src/vite-env.d.ts @@ -32,6 +32,9 @@ interface ImportMetaEnv { readonly VITE_APP_SPEECH_TO_SPEECH_MODEL_IDS: string; readonly VITE_APP_MCP_ENABLED: string; readonly VITE_APP_MCP_ENDPOINT: string; + readonly VITE_APP_AGENT_CORE_ENABLED: string; + readonly VITE_APP_AGENT_CORE_GENERIC_RUNTIME: string; + readonly VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES: string; } interface ImportMeta { diff --git a/setup-env.sh b/setup-env.sh index be904c828..934c7f3a8 100755 --- a/setup-env.sh +++ b/setup-env.sh @@ -52,3 +52,6 @@ export VITE_APP_SPEECH_TO_SPEECH_EVENT_API_ENDPOINT=$(extract_value "$stack_outp export VITE_APP_SPEECH_TO_SPEECH_MODEL_IDS=$(extract_value "$stack_output" SpeechToSpeechModelIds) export VITE_APP_MCP_ENABLED=$(extract_value "$stack_output" McpEnabled) export VITE_APP_MCP_ENDPOINT=$(extract_value "$stack_output" McpEndpoint) +export VITE_APP_AGENT_CORE_ENABLED=$(extract_value "$stack_output" AgentCoreEnabled) +export VITE_APP_AGENT_CORE_GENERIC_RUNTIME=$(extract_value "$stack_output" AgentCoreGenericRuntime) +export VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES=$(extract_value "$stack_output" AgentCoreExternalRuntimes) diff --git a/web_devw_win.ps1 b/web_devw_win.ps1 index bdd627d77..09d17e306 100644 --- a/web_devw_win.ps1 +++ b/web_devw_win.ps1 @@ -85,5 +85,8 @@ $env:VITE_APP_SPEECH_TO_SPEECH_EVENT_API_ENDPOINT = Extract-Value $stack_output $env:VITE_APP_SPEECH_TO_SPEECH_MODEL_IDS = Extract-Value $stack_output "SpeechToSpeechModelIds" $env:VITE_APP_MCP_ENABLED = Extract-Value $stack_output "McpEnabled" $env:VITE_APP_MCP_ENDPOINT = Extract-Value $stack_output "McpEndpoint" +$env:VITE_APP_AGENT_CORE_ENABLED = Extract-Value $stack_output "AgentCoreEnabled" +$env:VITE_APP_AGENT_CORE_GENERIC_RUNTIME = Extract-Value $stack_output "AgentCoreGenericRuntime" +$env:VITE_APP_AGENT_CORE_EXTERNAL_RUNTIMES = Extract-Value $stack_output "AgentCoreExternalRuntimes" npm -w packages/web run dev