diff --git a/CONTRIBUTORS.md b/CONTRIBUTORS.md index 12a24ba7..c49d478a 100644 --- a/CONTRIBUTORS.md +++ b/CONTRIBUTORS.md @@ -19,3 +19,5 @@ - Samaneh Aminikhanghahi - Abhilash Balachandran - Rajat Dogra +- Hari Prasanna Das +- Rahul Ghosh diff --git a/docs/TOOL_AC_BROWSER.md b/docs/TOOL_AC_BROWSER.md new file mode 100644 index 00000000..2e6438aa --- /dev/null +++ b/docs/TOOL_AC_BROWSER.md @@ -0,0 +1,148 @@ +# AgentCore Browser Integration + +This document explains the architectural decisions for integrating Amazon Bedrock AgentCore Browser into FAST. + +## What is AgentCore Browser? + +Amazon Bedrock AgentCore Browser provides a secure, isolated cloud browser environment for AI agents to interact with web applications. Key features: + +- Isolated Chromium browser sessions in containerized environments +- CDP (Chrome DevTools Protocol) access for automation +- Real-time live view streaming via DCV protocol +- Session persistence (cookies, login state, tabs carry over across tool calls) +- Web Bot Auth support for reducing CAPTCHAs + +**Documentation**: https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/browser-tool.html + +## Architecture + +``` +User prompt + → Agent (Strands / LangGraph / Claude SDK) + → browser tool (async generator) + → AgentCore Browser session (CDP) + → browser-use Agent (autonomous browsing) + → on_step_start hook → asyncio.Queue → yield → tool_stream_event SSE + → on_step_end hook → asyncio.Queue → yield → tool_stream_event SSE + → Live View URL → DCV WebSocket → BrowserLiveView component (direct to client) + → tool result → agent continues reasoning + → Final text response to user +``` + +The DCV live view stream flows **directly** from AgentCore to the user's browser — it does not pass through the application server. + +## Why Direct Integration (Not Gateway)? + +Same rationale as Code Interpreter — FAST integrates Browser **directly into agents** rather than through the Gateway: + +- **Session management** — Browser sessions persist across tool calls (cookies, login state, tabs) +- **Streaming** — Tool stream events (live view URL, browser actions) require async generator yields +- **Lower latency** — No Gateway/Lambda hops for CDP commands +- **Follows AWS patterns** — Matches official SDK documentation and sample apps + +## Browser Automation: browser-use Library + +The browser tool uses the [browser-use](https://github.com/browser-use/browser-use) library for autonomous browser control. Instead of scripting individual clicks and navigations, you describe the task in natural language and the LLM-driven agent figures out the UI interactions. + +### Why browser-use? + +- **Autonomous** — LLM decides what to click, type, scroll without manual scripting +- **Resilient** — Handles UI changes (CSS class renames, layout shifts) by reading the DOM semantically +- **Multi-step** — Handles complex workflows in a single tool call +- **Session reuse** — Agent memory, page context, and action history persist between calls + +### Lifecycle Hooks for Streaming + +browser-use provides `on_step_start` and `on_step_end` hooks that fire before and after each agent step. FAST uses these hooks with `asyncio.Queue` to stream actions to the frontend in real-time: + +```python +step_queue: asyncio.Queue = asyncio.Queue() + +async def on_step_end_hook(agent): + # Extract completed action from agent history + actions = agent.history.action_names() + urls = agent.history.urls() + extracted = agent.history.extracted_content() + # Put into queue for immediate yield + await step_queue.put({"type": "browser_action", "extracted_content": summary}) + +# Run agent with hooks in background task +agent_task = asyncio.create_task( + agent.run(on_step_start=on_step_start_hook, on_step_end=on_step_end_hook) +) + +# Yield from queue as events arrive +while not agent_task.done(): + step = await asyncio.wait_for(step_queue.get(), timeout=0.5) + yield step +``` + +## Frontend: Live View Component + +The frontend uses the official `bedrock-agentcore` npm package for the DCV live view: + +```tsx +import { BrowserLiveView } from 'bedrock-agentcore/browser/live-view' + + +``` + +### Vite Configuration + +The `BrowserLiveView` component requires DCV SDK aliases in your Vite config: + +- `resolve.alias` — Points `dcv` and `dcv-ui` to vendored SDK files +- `resolve.dedupe` — Forces shared deps (React, Cloudscape) to resolve from your `node_modules` +- `viteStaticCopy` — Copies DCV runtime files (workers, WASM decoders) to build output + +See `frontend/vite.config.ts` for the complete configuration. + +### Custom Tool Renderer + +`BrowserToolDisplay` is registered as a custom renderer for the `"browser"` tool name: + +```tsx +useToolRenderer("browser", props => ) +``` + +This keeps browser-specific UI (live view, action streaming, result parsing) decoupled from the generic tool display system. Other tools continue using the default `ToolCallDisplay`. + +### Streaming Reliability + +Two key fixes ensure streaming actions appear in real-time: + +1. **`flushSync`** — Forces React to render immediately on each `tool_stream` event instead of batching +2. **Parser priority** — `tool_stream_event` is checked before text `data` in the strands parser to prevent action content from leaking as chat text + +## Available Patterns + +| Pattern | Description | Status | +|---------|-------------|--------| +| `strands-browseruse-multiagent` | Strands + browser-use + Code Interpreter + Gateway tools | ✅ Available | +| `strands-browser-single-agent` | Strands + browser tool only | 🔜 Planned | +| `langgraph-browser-agent` | LangGraph + browser tool | 🔜 Planned | +| `claude-browser-agent` | Claude Agent SDK + browser tool | 🔜 Planned | + +## Configuration + +In `infra-cdk/config.yaml`: + +```yaml +backend: + pattern: strands-browseruse-multiagent + deployment_type: docker +``` + +The browser tool requires Docker deployment (`deployment_type: docker`), not zip. + +## References + +- [AgentCore Browser documentation](https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/browser-tool.html) +- [BrowserLiveView blog post](https://aws.amazon.com/blogs/machine-learning/embed-a-live-ai-browser-agent-in-your-react-app-with-amazon-bedrock-agentcore/) +- [browser-use library](https://github.com/browser-use/browser-use) +- [browser-use hooks documentation](https://docs.browser-use.com/customize/hooks) +- [Bedrock AgentCore TypeScript SDK](https://github.com/aws/bedrock-agentcore-sdk-typescript) diff --git a/frontend/package-lock.json b/frontend/package-lock.json index b61d0140..c448944e 100644 --- a/frontend/package-lock.json +++ b/frontend/package-lock.json @@ -8,6 +8,10 @@ "name": "fullstack-agentcore-solution-template-frontend", "version": "0.4.1", "dependencies": { + "@babel/runtime": "^7.0.0", + "@cloudscape-design/components": "^3.0.0", + 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"prop-types": "^15.6.2" + }, + "peerDependencies": { + "react": ">=16.6.0", + "react-dom": ">=16.6.0" + } + }, "node_modules/readable-stream": { "version": "3.6.2", "resolved": "https://registry.npmjs.org/readable-stream/-/readable-stream-3.6.2.tgz", "integrity": "sha512-9u/sniCrY3D5WdsERHzHE4G2YCXqoG5FTHUiCC4SIbr6XcLZBY05ya9EKjYek9O5xOAwjGq+1JdGBAS7Q9ScoA==", - "dev": true, "license": "MIT", "dependencies": { "inherits": "^2.0.3", @@ -13818,6 +15739,41 @@ "node": ">= 6" } }, + "node_modules/readdirp": { + "version": "3.6.0", + "resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.6.0.tgz", + "integrity": "sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==", + "dev": true, + "license": "MIT", + "dependencies": { + "picomatch": "^2.2.1" + }, + "engines": { + "node": ">=8.10.0" + } + }, + "node_modules/readdirp/node_modules/picomatch": { + "version": "2.3.2", + "resolved": "https://registry.npmjs.org/picomatch/-/picomatch-2.3.2.tgz", + "integrity": "sha512-V7+vQEJ06Z+c5tSye8S+nHUfI51xoXIXjHQ99cQtKUkQqqO1kO/KCJUfZXuB47h/YBlDhah2H3hdUGXn8ie0oA==", + "dev": true, + "license": "MIT", + "engines": { + "node": ">=8.6" + }, + "funding": { + "url": "https://github.com/sponsors/jonschlinkert" + } + }, + "node_modules/real-require": { + "version": "0.2.0", + "resolved": "https://registry.npmjs.org/real-require/-/real-require-0.2.0.tgz", + "integrity": "sha512-57frrGM/OCTLqLOAh0mhVA9VBMHd+9U7Zb2THMGdBUoZVOtGbJzjxsYGDJ3A9AYYCP4hn6y1TVbaOfzWtm5GFg==", + "license": "MIT", + "engines": { + "node": ">= 12.13.0" + } + }, "node_modules/recast": { "version": "0.23.11", "resolved": "https://registry.npmjs.org/recast/-/recast-0.23.11.tgz", @@ -13945,7 +15901,6 @@ "version": "2.0.2", "resolved": "https://registry.npmjs.org/require-from-string/-/require-from-string-2.0.2.tgz", "integrity": "sha512-Xf0nWe6RseziFMu+Ap9biiUbmplq6S9/p+7w7YXP/JBHhrUDDUhwa+vANyubuqfZWTveU//DYVGsDG7RKL/vEw==", - "dev": true, "license": "MIT", "engines": { "node": ">=0.10.0" @@ -14011,6 +15966,15 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/ret": { + "version": "0.5.0", + "resolved": "https://registry.npmjs.org/ret/-/ret-0.5.0.tgz", + "integrity": "sha512-I1XxrZSQ+oErkRR4jYbAyEEu2I0avBvvMM5JN+6EBprOGRCs63ENqZ3vjavq8fBw2+62G5LF5XelKwuJpcvcxw==", + "license": "MIT", + "engines": { + "node": ">=10" + } + }, "node_modules/rettime": { "version": "0.7.0", "resolved": "https://registry.npmjs.org/rettime/-/rettime-0.7.0.tgz", @@ -14022,13 +15986,18 @@ "version": "1.1.0", "resolved": "https://registry.npmjs.org/reusify/-/reusify-1.1.0.tgz", "integrity": "sha512-g6QUff04oZpHs0eG5p83rFLhHeV00ug/Yf9nZM6fLeUrPguBTkTQOdpAWWspMh55TZfVQDPaN3NQJfbVRAxdIw==", - "dev": true, "license": "MIT", "engines": { "iojs": ">=1.0.0", "node": ">=0.10.0" } }, + "node_modules/rfdc": { + "version": "1.4.1", + "resolved": "https://registry.npmjs.org/rfdc/-/rfdc-1.4.1.tgz", + "integrity": "sha512-q1b3N5QkRUWUl7iyylaaj3kOpIT0N2i9MqIEQXP73GVsN9cw3fdx8X63cEmWhJGi2PPCF23Ijp7ktmd39rawIA==", + "license": "MIT" + }, "node_modules/rollup": { "version": "4.59.0", "resolved": "https://registry.npmjs.org/rollup/-/rollup-4.59.0.tgz", @@ -14159,7 +16128,6 @@ "version": "5.2.1", "resolved": "https://registry.npmjs.org/safe-buffer/-/safe-buffer-5.2.1.tgz", "integrity": "sha512-rp3So07KcdmmKbGvgaNxQSJr7bGVSVk5S9Eq1F+ppbRo70+YeaDxkw5Dd8NPN+GD6bjnYm2VuPuCXmpuYvmCXQ==", - "dev": true, "funding": [ { "type": "github", @@ -14176,6 +16144,37 @@ ], "license": "MIT" }, + "node_modules/safe-regex2": { + "version": "5.1.1", + "resolved": "https://registry.npmjs.org/safe-regex2/-/safe-regex2-5.1.1.tgz", + "integrity": "sha512-mOSBvHGDZMuIEZMdOz/aCEYDCv0E7nfcNsIhUF+/P+xC7Hyf3FkvymqgPbg9D1EdSGu+uKbJgy09K/RKKc7kJA==", + "funding": [ + { + "type": "github", + "url": "https://github.com/sponsors/fastify" + }, + { + "type": "opencollective", + "url": "https://opencollective.com/fastify" + } + ], + "license": "MIT", + "dependencies": { + "ret": "~0.5.0" + }, + "bin": { + "safe-regex2": "bin/safe-regex2.js" + } + }, + "node_modules/safe-stable-stringify": { + "version": "2.5.0", + "resolved": "https://registry.npmjs.org/safe-stable-stringify/-/safe-stable-stringify-2.5.0.tgz", + "integrity": "sha512-b3rppTKm9T+PsVCBEOUR46GWI7fdOs00VKZ1+9c1EWDaDMvjQc6tUwuFyIprgGgTcWoVHSKrU8H31ZHA2e0RHA==", + "license": "MIT", + "engines": { + "node": ">=10" + } + }, "node_modules/safer-buffer": { "version": "2.1.2", "resolved": "https://registry.npmjs.org/safer-buffer/-/safer-buffer-2.1.2.tgz", @@ -14202,11 +16201,26 @@ "integrity": "sha512-eNv+WrVbKu1f3vbYJT/xtiF5syA5HPIMtf9IgY/nKg0sWqzAUEvqY/xm7OcZc/qafLx/iO9FgOmeSAp4v5ti/Q==", "license": "MIT" }, + "node_modules/secure-json-parse": { + "version": "4.1.0", + "resolved": "https://registry.npmjs.org/secure-json-parse/-/secure-json-parse-4.1.0.tgz", + "integrity": "sha512-l4KnYfEyqYJxDwlNVyRfO2E4NTHfMKAWdUuA8J0yve2Dz/E/PdBepY03RvyJpssIpRFwJoCD55wA+mEDs6ByWA==", + "funding": [ + { + "type": "github", + "url": "https://github.com/sponsors/fastify" + }, + { + "type": "opencollective", + "url": "https://opencollective.com/fastify" + } + ], + "license": "BSD-3-Clause" + }, "node_modules/semver": { "version": "7.7.4", "resolved": "https://registry.npmjs.org/semver/-/semver-7.7.4.tgz", "integrity": "sha512-vFKC2IEtQnVhpT78h1Yp8wzwrf8CM+MzKMHGJZfBtzhZNycRFnXsHk6E5TxIkkMsgNS7mdX3AGB7x2QM2di4lA==", - "dev": true, "license": "ISC", "bin": { "semver": "bin/semver.js" @@ -14262,6 +16276,12 @@ "url": "https://opencollective.com/express" } }, + "node_modules/set-cookie-parser": { + "version": "2.7.2", + "resolved": "https://registry.npmjs.org/set-cookie-parser/-/set-cookie-parser-2.7.2.tgz", + "integrity": "sha512-oeM1lpU/UvhTxw+g3cIfxXHyJRc/uidd3yK1P242gzHds0udQBYzs3y8j4gCCW+ZJ7ad0yctld8RYO+bdurlvw==", + "license": "MIT" + }, "node_modules/setprototypeof": { "version": "1.2.0", "resolved": "https://registry.npmjs.org/setprototypeof/-/setprototypeof-1.2.0.tgz", @@ -14787,6 +16807,15 @@ "dev": true, "license": "MIT" }, + "node_modules/sonic-boom": { + "version": "4.2.1", + "resolved": "https://registry.npmjs.org/sonic-boom/-/sonic-boom-4.2.1.tgz", + "integrity": "sha512-w6AxtubXa2wTXAUsZMMWERrsIRAdrK0Sc+FUytWvYAhBJLyuI4llrMIC1DtlNSdI99EI86KZum2MMq3EAZlF9Q==", + "license": "MIT", + "dependencies": { + "atomic-sleep": "^1.0.0" + } + }, "node_modules/source-map": { "version": "0.6.1", "resolved": "https://registry.npmjs.org/source-map/-/source-map-0.6.1.tgz", @@ -14817,6 +16846,15 @@ "url": "https://github.com/sponsors/wooorm" } }, + "node_modules/split2": { + "version": "4.2.0", + "resolved": "https://registry.npmjs.org/split2/-/split2-4.2.0.tgz", + "integrity": "sha512-UcjcJOWknrNkF6PLX83qcHM6KHgVKNkV62Y8a5uYDVv9ydGQVwAHMKqHdJje1VTWpljG0WYpCDhrCdAOYH4TWg==", + "license": "ISC", + "engines": { + "node": ">= 10.x" + } + }, "node_modules/stackback": { "version": "0.0.2", "resolved": "https://registry.npmjs.org/stackback/-/stackback-0.0.2.tgz", @@ -14857,6 +16895,12 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/stream-shift": { + "version": "1.0.3", + "resolved": "https://registry.npmjs.org/stream-shift/-/stream-shift-1.0.3.tgz", + "integrity": "sha512-76ORR0DO1o1hlKwTbi/DM3EXWGf3ZJYO8cXX5RJwnul2DEg2oyoZyjLNoQM8WsvZiFKCRfC1O0J7iCvie3RZmQ==", + "license": "MIT" + }, "node_modules/strict-event-emitter": { "version": "0.5.1", "resolved": "https://registry.npmjs.org/strict-event-emitter/-/strict-event-emitter-0.5.1.tgz", @@ -14868,7 +16912,6 @@ "version": "1.3.0", "resolved": "https://registry.npmjs.org/string_decoder/-/string_decoder-1.3.0.tgz", "integrity": "sha512-hkRX8U1WjJFd8LsDJ2yQ/wWWxaopEsABU1XfkM8A+j0+85JAGppt16cr1Whg6KIbb4okU6Mql6BOj+uup/wKeA==", - "dev": true, "license": "MIT", "dependencies": { "safe-buffer": "~5.2.0" @@ -15062,6 +17105,18 @@ "url": "https://opencollective.com/webpack" } }, + "node_modules/thread-stream": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/thread-stream/-/thread-stream-4.0.0.tgz", + "integrity": "sha512-4iMVL6HAINXWf1ZKZjIPcz5wYaOdPhtO8ATvZ+Xqp3BTdaqtAwQkNmKORqcIo5YkQqGXq5cwfswDwMqqQNrpJA==", + "license": "MIT", + "dependencies": { + "real-require": "^0.2.0" + }, + "engines": { + "node": ">=20" + } + }, "node_modules/tiny-invariant": { "version": "1.3.3", "resolved": "https://registry.npmjs.org/tiny-invariant/-/tiny-invariant-1.3.3.tgz", @@ -15146,6 +17201,15 @@ "node": ">=8.0" } }, + "node_modules/toad-cache": { + "version": "3.7.0", + "resolved": "https://registry.npmjs.org/toad-cache/-/toad-cache-3.7.0.tgz", + "integrity": "sha512-/m8M+2BJUpoJdgAHoG+baCwBT+tf2VraSfkBgl0Y00qIWt41DJ8R5B8nsEw0I58YwF5IZH6z24/2TobDKnqSWw==", + "license": "MIT", + "engines": { + "node": ">=12" + } + }, "node_modules/toidentifier": { "version": "1.0.1", "resolved": "https://registry.npmjs.org/toidentifier/-/toidentifier-1.0.1.tgz", @@ -15313,7 +17377,6 @@ "version": "7.16.0", "resolved": "https://registry.npmjs.org/undici-types/-/undici-types-7.16.0.tgz", "integrity": "sha512-Zz+aZWSj8LE6zoxD+xrjh4VfkIG8Ya6LvYkZqtUQGJPZjYl53ypCaUwWqo7eI0x66KBGeRo+mlBEkMSeSZ38Nw==", - "dev": true, "license": "MIT" }, "node_modules/unicorn-magic": { @@ -15554,7 +17617,6 @@ "version": "1.0.2", "resolved": "https://registry.npmjs.org/util-deprecate/-/util-deprecate-1.0.2.tgz", "integrity": "sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==", - "dev": true, "license": "MIT" }, "node_modules/uuid": { @@ -15683,6 +17745,29 @@ } } }, + "node_modules/vite-plugin-static-copy": { + "version": "3.4.0", + "resolved": "https://registry.npmjs.org/vite-plugin-static-copy/-/vite-plugin-static-copy-3.4.0.tgz", + "integrity": "sha512-ekryzCw0ouAOE8tw4RvVL/dfqguXzumsV3FBKoKso4MQ1MUUrUXtl5RI4KpJQUNGqFEsg9kxl4EvDl02YtA9VQ==", + "dev": true, + "license": "MIT", + "dependencies": { + "chokidar": "^3.6.0", + "p-map": "^7.0.4", + "picocolors": "^1.1.1", + "tinyglobby": "^0.2.15" + }, + "engines": { + "node": "^18.0.0 || >=20.0.0" + }, + "funding": { + "type": "github", + "url": "https://github.com/sponsors/sapphi-red" + }, + "peerDependencies": { + "vite": "^5.0.0 || ^6.0.0 || ^7.0.0 || ^8.0.0" + } + }, "node_modules/vitest": { "version": "4.0.18", "resolved": "https://registry.npmjs.org/vitest/-/vitest-4.0.18.tgz", @@ -15804,6 +17889,12 @@ "node": ">=12" } }, + "node_modules/weekstart": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/weekstart/-/weekstart-1.1.0.tgz", + "integrity": "sha512-ZO3I7c7J9nwGN1PZKZeBYAsuwWEsCOZi5T68cQoVNYrzrpp5Br0Bgi0OF4l8kH/Ez7nKfxa5mSsXjsgris3+qg==", + "license": "MIT" + }, "node_modules/whatwg-encoding": { "version": "3.1.1", "resolved": "https://registry.npmjs.org/whatwg-encoding/-/whatwg-encoding-3.1.1.tgz", @@ -15902,14 +17993,12 @@ "version": "1.0.2", "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==", - "dev": true, "license": "ISC" }, "node_modules/ws": { "version": "8.19.0", "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz", "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==", - "dev": true, "license": "MIT", "engines": { "node": ">=10.0.0" diff --git a/frontend/package.json b/frontend/package.json index a534976a..e6af9c4f 100644 --- a/frontend/package.json +++ b/frontend/package.json @@ -13,6 +13,10 @@ "clean": "rm -rf build/ node_modules/ .vite/" }, "dependencies": { + "@babel/runtime": "^7.0.0", + "@cloudscape-design/components": "^3.0.0", + "@cloudscape-design/design-tokens": "^3.0.0", + "@cloudscape-design/global-styles": "^1.0.0", "@radix-ui/react-alert-dialog": "^1.1.15", "@radix-ui/react-dialog": "^1.1.15", "@radix-ui/react-progress": "^1.1.7", @@ -20,9 +24,11 @@ "@radix-ui/react-slot": "^1.2.4", "@types/react-syntax-highlighter": "^15.5.13", "aws-amplify": "^6.16.2", + "bedrock-agentcore": "^0.2.2", "class-variance-authority": "^0.7.1", "clsx": "^2.1.1", "lucide-react": "^0.562.0", + "prop-types": "^15.0.0", "radix-ui": "^1.4.3", "react": "^19.2.1", "react-dom": "^19.2.1", @@ -57,6 +63,7 @@ "tw-animate-css": "^1.2.9", "typescript": "^5", "vite": "^7.3.2", + "vite-plugin-static-copy": "^3.0.2", "vitest": "^4.0.18" } } diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx index f105bfe1..6bb8c068 100644 --- a/frontend/src/App.tsx +++ b/frontend/src/App.tsx @@ -4,6 +4,12 @@ import { BrowserRouter } from "react-router-dom" import { AuthProvider } from "@/components/auth/AuthProvider" import AppRoutes from "./routes" +import { useToolRenderer } from "@/hooks/useToolRenderer" +import { BrowserToolDisplay } from "@/components/chat/BrowserToolDisplay" + +// Register browser tool renderer (runs once at module load). +// Must wrap in JSX so hooks run inside the component, not inside the caller. +useToolRenderer("browser", props => ) export default function App() { return ( diff --git a/frontend/src/components/chat/BrowserLiveView.tsx b/frontend/src/components/chat/BrowserLiveView.tsx new file mode 100644 index 00000000..59d1e40a --- /dev/null +++ b/frontend/src/components/chat/BrowserLiveView.tsx @@ -0,0 +1,40 @@ +// Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +// SPDX-License-Identifier: Apache-2.0 + +import React from "react" +import { BrowserLiveView as AgentCoreBrowserLiveView } from "bedrock-agentcore/browser/live-view" + +interface BrowserLiveViewProps { + presignedUrl: string + isActive: boolean + onConnectionError?: () => void +} + +/** + * Wrapper around the bedrock-agentcore BrowserLiveView component. + * + * Memoized to prevent DCV reconnections on parent re-renders. + * The component auto-scales to fit its parent container while preserving aspect ratio. + * remoteWidth and remoteHeight must match the backend viewport dimensions. + */ +export const BrowserLiveView = React.memo(function BrowserLiveView({ + presignedUrl, + isActive, +}: BrowserLiveViewProps) { + if (!isActive || !presignedUrl) { + return null + } + + return ( +
+ +
+ ) +}) diff --git a/frontend/src/components/chat/BrowserToolDisplay.tsx b/frontend/src/components/chat/BrowserToolDisplay.tsx new file mode 100644 index 00000000..9c2187df --- /dev/null +++ b/frontend/src/components/chat/BrowserToolDisplay.tsx @@ -0,0 +1,221 @@ +"use client" + +import { useState, useRef } from "react" +import { Globe, Loader2, CheckCircle2, ChevronRight, ChevronDown, Monitor } from "lucide-react" +import type { ToolRenderProps } from "@/hooks/useToolRenderer" +import { BrowserLiveView } from "./BrowserLiveView" + +/** + * Browser tool display component. + * + * Uses streamEvents length as a React key on the actions container + * to force re-render when new events arrive. + */ +export function BrowserToolDisplay({ + name, + args, + status, + result, + liveViewUrl, + streamEvents, +}: ToolRenderProps) { + const [expanded, setExpanded] = useState(false) + const [showViewer, setShowViewer] = useState(false) + const stableUrlRef = useRef(null) + const wasAutoExpanded = useRef(false) + + // Parse the input args to extract task and URL + let taskDescription = "" + let startingUrl = "" + try { + const parsedArgs = JSON.parse(args) + taskDescription = parsedArgs.task || "" + startingUrl = parsedArgs.starting_url || "" + } catch { + taskDescription = args + } + + // Prefer streamed liveViewUrl; fall back to extracting from final result. + let url: string | null = liveViewUrl ?? null + if (!url && result) { + try { + const parsed = JSON.parse(result) + if (parsed?.live_view_url && String(parsed.live_view_url).includes("bedrock-agentcore")) { + url = String(parsed.live_view_url) + } + } catch { + const match = result.match(/https:\/\/bedrock-agentcore\.[^\s"]+live-view[^\s"]+/) + if (match) url = match[0] + } + } + if (url && !stableUrlRef.current) { + stableUrlRef.current = url + } + const stableUrl = stableUrlRef.current + + // Parse browser tool result + const parsedResult = result ? parseBrowserResult(result) : null + + // Extract actions from stream events + const evtCount = streamEvents?.length ?? 0 + const liveActions: string[] = [] + if (streamEvents) { + for (const ev of streamEvents) { + if (typeof ev === "object" && ev !== null) { + const data = ev as Record + if (data.type !== "browser_live_view" && data.extracted_content) { + liveActions.push(String(data.extracted_content)) + } + } + } + } + + const isInProgress = status === "streaming" || status === "executing" + + // Auto-expand when first stream event arrives so user sees live actions + if (isInProgress && liveActions.length > 0 && !wasAutoExpanded.current) { + wasAutoExpanded.current = true + if (!expanded) setExpanded(true) + } + + return ( +
+ {/* Header row */} +
+ + {stableUrl && ( + + )} + {status === "streaming" && } + {status === "executing" && } + {status === "complete" && } +
+ + {/* Expanded content — ONLY visible when expanded */} + {expanded && ( +
+ {/* 1. Input — task and URL */} + {args && ( +
+ {taskDescription && ( +
+ Task: {taskDescription} +
+ )} + {startingUrl && ( +
+ URL:{" "} + + {startingUrl} + +
+ )} +
+ )} + + {/* 2. Browser actions */} + {isInProgress && liveActions.length === 0 && ( +
Waiting for browser actions...
+ )} + {liveActions.length > 0 && ( +
+
Browser actions ({liveActions.length}):
+ {liveActions.slice(-5).map((action, i) => ( +
+ {action} +
+ ))} +
+ )} + + {/* 3. Result */} + {status === "complete" && parsedResult?.finalContent && ( +
+ + {parsedResult.finalContent} +
+ )} +
+ )} + + {/* 4. DCV live viewer — with spacing */} + {showViewer && stableUrl && ( +
+ {}} + /> +
+ )} +
+ ) +} + +/** Parse browser tool result to extract meaningful content. */ +function parseBrowserResult(result: string): { + finalContent: string | null + actions: string[] + raw: string +} | null { + try { + const parsed = JSON.parse(result) + let finalContent: string | null = null + const actions: string[] = [] + if (parsed.response && typeof parsed.response === "string") { + const matches = Array.from( + parsed.response.matchAll(/extracted_content='([^']+(?:''[^']+)*)'/g) + ) as RegExpMatchArray[] + const contents = matches.map((m: RegExpMatchArray) => m[1].replace(/''/g, "'")) + if (contents.length > 0) { + finalContent = contents[contents.length - 1] + for (let i = 0; i < contents.length - 1; i++) { + if (contents[i] && !contents[i].includes("AgentHistoryList")) actions.push(contents[i]) + } + } + } + return { finalContent, actions, raw: result } + } catch { + return { finalContent: null, actions: [], raw: result } + } +} diff --git a/frontend/src/components/chat/ChatInterface.tsx b/frontend/src/components/chat/ChatInterface.tsx index cc037a88..70bb5492 100644 --- a/frontend/src/components/chat/ChatInterface.tsx +++ b/frontend/src/components/chat/ChatInterface.tsx @@ -1,6 +1,7 @@ "use client" import { useEffect, useRef, useState } from "react" +import { flushSync } from "react-dom" import { ChatHeader } from "./ChatHeader" import { ChatInput } from "./ChatInput" import { ChatMessages } from "./ChatMessages" @@ -116,7 +117,21 @@ export default function ChatInterface() { updated[updated.length - 1] = { ...updated[updated.length - 1], content, - segments: [...segments], + // Deep-copy tool segments including streamEvents array + // so React detects changes at every level + segments: segments.map(s => + s.type === "tool" + ? { + type: "tool" as const, + toolCall: { + ...s.toolCall, + streamEvents: s.toolCall.streamEvents + ? [...s.toolCall.streamEvents] + : undefined, + }, + } + : { ...s } + ), } return updated }) @@ -175,6 +190,24 @@ export default function ChatInterface() { updateMessage() break } + case "tool_stream": { + const tc = toolCallMap.get(event.toolUseId) + if (tc) { + tc.streamEvents = [...(tc.streamEvents ?? []), event.data] + if (event.data && typeof event.data === "object") { + const data = event.data as Record + if (typeof data.live_view_url === "string") { + tc.liveViewUrl = data.live_view_url + } + } + } + // flushSync forces React to render immediately instead of + // batching with other state updates — critical for streaming + flushSync(() => { + updateMessage() + }) + break + } case "message": { if (event.role === "assistant") { for (const tc of toolCallMap.values()) { diff --git a/frontend/src/components/chat/ChatMessage.tsx b/frontend/src/components/chat/ChatMessage.tsx index 51dbc876..83cecca7 100644 --- a/frontend/src/components/chat/ChatMessage.tsx +++ b/frontend/src/components/chat/ChatMessage.tsx @@ -57,6 +57,8 @@ export function ChatMessage({ args: seg.toolCall.input, status: seg.toolCall.status, result: seg.toolCall.result, + liveViewUrl: seg.toolCall.liveViewUrl, + streamEvents: seg.toolCall.streamEvents, })} ) diff --git a/frontend/src/components/chat/ToolCallDisplay.tsx b/frontend/src/components/chat/ToolCallDisplay.tsx index 9a33841f..56d3a617 100644 --- a/frontend/src/components/chat/ToolCallDisplay.tsx +++ b/frontend/src/components/chat/ToolCallDisplay.tsx @@ -30,7 +30,7 @@ export function ToolCallDisplay({ name, args, status, result }: ToolRenderProps) {expanded && ( -
+
{args && (
Input
diff --git a/frontend/src/components/chat/types.ts b/frontend/src/components/chat/types.ts index 2bc5228c..5d44cc60 100644 --- a/frontend/src/components/chat/types.ts +++ b/frontend/src/components/chat/types.ts @@ -9,6 +9,8 @@ export interface ToolCall { input: string result?: string status: ToolCallStatus + liveViewUrl?: string + streamEvents?: unknown[] } export type MessageSegment = diff --git a/frontend/src/hooks/useToolRenderer.ts b/frontend/src/hooks/useToolRenderer.ts index 51f74e68..5a1e6db9 100644 --- a/frontend/src/hooks/useToolRenderer.ts +++ b/frontend/src/hooks/useToolRenderer.ts @@ -6,6 +6,8 @@ export interface ToolRenderProps { args: string status: ToolCallStatus result?: string + liveViewUrl?: string + streamEvents?: unknown[] } export type ToolRenderFn = (props: ToolRenderProps) => ReactNode diff --git a/frontend/src/lib/agentcore-client/parsers/strands.ts b/frontend/src/lib/agentcore-client/parsers/strands.ts index d2f0bb14..597e23af 100644 --- a/frontend/src/lib/agentcore-client/parsers/strands.ts +++ b/frontend/src/lib/agentcore-client/parsers/strands.ts @@ -16,6 +16,20 @@ export const parseStrandsChunk: ChunkParser = (line, callback) => { try { const json = JSON.parse(data) + // Tool stream events MUST be checked before text streaming, + // because strands wraps tool_stream_event with a top-level + // "data" string field that would otherwise match as text. + if (json.tool_stream_event) { + const ts = json.tool_stream_event + const toolUseId = ts.tool_use_id ?? ts.toolUseId ?? ts.tool_use?.toolUseId ?? "" + callback({ + type: "tool_stream", + toolUseId, + data: ts.data, + }) + return + } + // Text streaming if (typeof json.data === "string") { callback({ type: "text", content: json.data }) diff --git a/frontend/src/lib/agentcore-client/types.ts b/frontend/src/lib/agentcore-client/types.ts index 68381abe..14e3999d 100644 --- a/frontend/src/lib/agentcore-client/types.ts +++ b/frontend/src/lib/agentcore-client/types.ts @@ -21,6 +21,7 @@ export type StreamEvent = | { type: "tool_use_start"; toolUseId: string; name: string } | { type: "tool_use_delta"; toolUseId: string; input: string } | { type: "tool_result"; toolUseId: string; result: string } + | { type: "tool_stream"; toolUseId: string; data: unknown } | { type: "message"; role: string; content: unknown[] } | { type: "result"; stopReason: string } | { type: "lifecycle"; event: string } diff --git a/frontend/src/lib/agentcore-client/utils/sse.ts b/frontend/src/lib/agentcore-client/utils/sse.ts index 74724cfc..ea9fe1e2 100644 --- a/frontend/src/lib/agentcore-client/utils/sse.ts +++ b/frontend/src/lib/agentcore-client/utils/sse.ts @@ -33,6 +33,11 @@ export async function readSSEStream( parser(line, callback) } } + + // Yield to the browser so React can flush state updates between chunks. + // Without this, multiple SSE events in one network chunk get batched + // into a single React render, making streaming appear instant. + await new Promise(resolve => setTimeout(resolve, 0)) } // Process any remaining data in the buffer diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts index f6690086..e1140cc2 100644 --- a/frontend/vite.config.ts +++ b/frontend/vite.config.ts @@ -4,15 +4,44 @@ import { defineConfig } from "vite" import react from "@vitejs/plugin-react" import path from "path" +import { viteStaticCopy } from "vite-plugin-static-copy" + +// Path to the vendored DCV SDK inside bedrock-agentcore +const dcvSdkDir = path.resolve( + __dirname, + "node_modules/bedrock-agentcore/dist/src/tools/browser/live-view/nice-dcv-web-client-sdk" +) // https://vitejs.dev/config/ export default defineConfig({ - plugins: [react()], + plugins: [ + react(), + viteStaticCopy({ + targets: [ + { src: path.resolve(dcvSdkDir, "dcvjs-esm"), dest: "nice-dcv-web-client-sdk" }, + { src: path.resolve(dcvSdkDir, "dcv-ui"), dest: "nice-dcv-web-client-sdk" }, + ], + }), + ], resolve: { alias: { "@": path.resolve(__dirname, "./src"), + // DCV SDK bare specifier aliases — required for BrowserLiveView + dcv: path.resolve(dcvSdkDir, "dcvjs-esm/dcv.js"), + "dcv-ui": path.resolve(dcvSdkDir, "dcv-ui/dcv-ui.js"), }, + // Force shared deps to resolve from this project's node_modules, + // not from the vendored SDK path + dedupe: [ + "react", + "react-dom", + "prop-types", + "@cloudscape-design/components", + "@cloudscape-design/global-styles", + "@cloudscape-design/design-tokens", + "@babel/runtime", + ], }, build: { diff --git a/infra-cdk/lib/backend-stack.ts b/infra-cdk/lib/backend-stack.ts index 504bc15f..eb166f04 100644 --- a/infra-cdk/lib/backend-stack.ts +++ b/infra-cdk/lib/backend-stack.ts @@ -309,6 +309,29 @@ export class BackendStack extends cdk.NestedStack { }) ) + // Add Browser Tool permissions (for AgentCore Browser + OS-level actions) + agentRole.addToPolicy( + new iam.PolicyStatement({ + sid: "BrowserToolAccess", + effect: iam.Effect.ALLOW, + actions: [ + "bedrock-agentcore:StartBrowserSession", + "bedrock-agentcore:StopBrowserSession", + "bedrock-agentcore:GetBrowserSession", + "bedrock-agentcore:ListBrowserSessions", + "bedrock-agentcore:UpdateBrowserStream", + "bedrock-agentcore:ConnectBrowserAutomationStream", + "bedrock-agentcore:ConnectBrowserLiveViewStream", + "bedrock-agentcore:InvokeBrowser", + ], + resources: [ + `arn:aws:bedrock-agentcore:${this.region}:aws:browser/*`, + `arn:aws:bedrock-agentcore:${this.region}:${this.account}:browser/*`, + `arn:aws:bedrock-agentcore:${this.region}:${this.account}:browser-custom/*`, + ], + }) + ) + // Add OAuth2 Credential Provider access for AgentCore Runtime // The @requires_access_token decorator performs a two-stage process: // 1. GetOauth2CredentialProvider - Looks up provider metadata (ARN, vendor config, grant types) diff --git a/patterns/strands-browseruse-multiagent/Dockerfile b/patterns/strands-browseruse-multiagent/Dockerfile new file mode 100644 index 00000000..92859c85 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/Dockerfile @@ -0,0 +1,45 @@ +# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. +# SPDX-License-Identifier: Apache-2.0 + +FROM ghcr.io/astral-sh/uv:python3.13-bookworm-slim + +WORKDIR /app + +# Configure UV for container environment +ENV UV_SYSTEM_PYTHON=1 \ + UV_COMPILE_BYTECODE=1 \ + DOCKER_CONTAINER=1 \ + OTEL_PYTHON_LOG_CORRELATION=true \ + PYTHONUNBUFFERED=1 + +# Copy pyproject.toml and shared packages for installation +COPY pyproject.toml . +COPY gateway/ gateway/ +COPY tools/ agentcore_tools/ + +# Copy and install agent-specific requirements first +COPY patterns/strands-browseruse-multiagent/requirements.txt requirements.txt +RUN uv pip install --no-cache -r requirements.txt && \ + uv pip install --no-cache aws-opentelemetry-distro==0.16.0 + +# Install FAST package with only core dependencies (no dev/agent optional deps) +RUN uv pip install --no-cache -e . --no-deps && \ + uv pip install --no-cache requests>=2.31.0 + +# Create non-root user +RUN useradd -m -u 1000 bedrock_agentcore +USER bedrock_agentcore + +EXPOSE 8080 + +# Copy agent code and tools +COPY patterns/strands-browseruse-multiagent/agent.py . +COPY patterns/strands-browseruse-multiagent/tools/ tools/ +COPY patterns/utils/ utils/ + +# Healthcheck +HEALTHCHECK --interval=30s --timeout=3s --start-period=5s --retries=3 \ + CMD python -c "import urllib.request; urllib.request.urlopen('http://localhost:8080/ping', timeout=2)" || exit 1 + +# Start agent with OpenTelemetry instrumentation +CMD ["opentelemetry-instrument", "python", "-m", "agent"] diff --git a/patterns/strands-browseruse-multiagent/README.md b/patterns/strands-browseruse-multiagent/README.md new file mode 100644 index 00000000..fa8270f3 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/README.md @@ -0,0 +1,114 @@ +# Strands Single Agent Pattern + +This pattern uses the [Strands Agents](https://github.com/strands-agents/strands-agents) framework to build a single agent with Gateway tool access, Code Interpreter, and AgentCore Memory for conversation history. + +## Features + +- **Token-Level Streaming**: True token-by-token streaming via `agent.stream_async()` +- **AgentCore Memory**: Conversation history persisted across requests via `AgentCoreMemorySessionManager`, with optional long-term memory for cross-session fact recall +- **Code Interpreter**: Secure Python execution via `StrandsCodeInterpreterTools` +- **Gateway Integration**: Access Lambda-based tools through AgentCore Gateway (MCP protocol with OAuth2 auth) +- **Secure Identity**: User identity extracted from validated JWT token (`RequestContext`), not from payload + +## Architecture + +``` +User Request + | +BedrockAgentCoreApp (basic_agent.py) + | +Strands Agent (Sonnet model via BedrockModel) + | + +-- AgentCore Memory (conversation history) + | AgentCoreMemorySessionManager + | + +-- Code Interpreter + | StrandsCodeInterpreterTools (execute_python_securely) + | + +-- Gateway MCP Client (streamable HTTP) + Lambda-based tools via AgentCore Gateway +``` + +## File Structure + +``` +patterns/strands-single-agent/ +├── basic_agent.py # Main entrypoint (BedrockAgentCoreApp) +├── strands_code_interpreter.py # Strands @tool wrapper for Code Interpreter +├── tools/ +│ └── strands_execute_python.py # Strands-specific tool implementation +├── requirements.txt # Pinned dependencies +└── Dockerfile # Container build (Python 3.13) +``` + +## Available Tools + +| Tool | Source | Description | +|------|--------|-------------| +| `execute_python_securely` | Code Interpreter | Execute Python code in a secure sandbox | +| Gateway tools | AgentCore Gateway | Lambda-based tools discovered via MCP | + +## Model + +- **Agent**: `us.anthropic.claude-sonnet-4-5-20250929-v1:0` (Sonnet via Bedrock) + +## Streaming Events + +The agent yields SSE `data: {json}` lines via `agent.stream_async()`. The frontend parser at `frontend/src/lib/agentcore-client/parsers/strands.ts` handles these event types: + +| Event | Format | Description | +|-------|--------|-------------| +| Text | `{"data": "text"}` | Token-level text content | +| Tool use start | `{"current_tool_use": {...}, "delta": {"toolUse": {"input": ""}}}` | Tool invocation begins | +| Tool use delta | `{"current_tool_use": {...}, "delta": {"toolUse": {"input": "..."}}}` | Streaming tool input | +| Tool result | `{"message": {"role": "user", "content": [{"toolResult": {...}}]}}` | Tool execution result | +| Result | `{"result": {"stop_reason": "end_turn"}}` | Agent finished | +| Lifecycle | `{"init_event_loop": true}` / `{"start_event_loop": true}` | Agent lifecycle events | + +## Memory Integration + +This pattern uses **AgentCore Memory** for conversation persistence and optional long-term recall: + +**Short-term memory** (always active): +1. `MEMORY_ID` environment variable provides the memory resource ID +2. `AgentCoreMemoryConfig` is initialized with `memory_id`, `session_id`, and `actor_id` (user ID) +3. `AgentCoreMemorySessionManager` handles storing/retrieving conversation history +4. Memory is tied to the `runtimeSessionId` from the client + +**Long-term memory** (opt-in via `use_long_term_memory: true` in `config.yaml`): +1. The CDK stack passes `USE_LONG_TERM_MEMORY=true` to the agent runtime +2. The agent configures a `RetrievalConfig` for the `/facts/{actorId}` namespace +3. AgentCore extracts facts from conversations asynchronously and stores them per user (keyed by Cognito `userId`) +4. On each turn, relevant facts are retrieved and injected into the agent context, enabling cross-session personalization +5. Additional costs apply: $0.75/1,000 records stored + $0.50/1,000 retrieval calls + +See [Memory Integration Guide](../../docs/MEMORY_INTEGRATION.md) for full details. + +## Security + +- **User identity**: Extracted from the validated JWT token via `RequestContext`, not from the payload body +- **STACK_NAME validation**: Validated for alphanumeric format before use in SSM parameter paths +- **Payload validation**: Required fields (`prompt`, `runtimeSessionId`) validated before processing +- **Gateway auth**: OAuth2 client credentials flow via Cognito for machine-to-machine authentication + +## Deployment + +```bash +cd infra-cdk +# Set pattern in config.yaml: +# backend: +# pattern: strands-single-agent +# deployment_type: docker # or zip +cdk deploy +``` + +Both Docker and ZIP deployment types are supported. + +## Dependencies + +``` +strands-agents==1.24.0 +mcp==1.26.0 +bedrock-agentcore[strands-agents]==1.2.0 +PyJWT[crypto]>=2.10.1 +``` diff --git a/patterns/strands-browseruse-multiagent/agent.py b/patterns/strands-browseruse-multiagent/agent.py new file mode 100644 index 00000000..0f8f60d3 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/agent.py @@ -0,0 +1,145 @@ +"""Strands agent with Gateway MCP tools, Memory, Code Interpreter, and Browser.""" + +import json +import logging +import os + +from bedrock_agentcore.memory.integrations.strands.config import ( + AgentCoreMemoryConfig, + RetrievalConfig, +) +from bedrock_agentcore.memory.integrations.strands.session_manager import ( + AgentCoreMemorySessionManager, +) +from bedrock_agentcore.runtime import BedrockAgentCoreApp, RequestContext +from strands import Agent +from strands.models import BedrockModel +from tools.gateway import create_gateway_mcp_client +from utils.auth import extract_user_id_from_context + +from tools.browser import StrandsBrowserTools +from tools.code_interpreter import StrandsCodeInterpreterTools + +logger = logging.getLogger(__name__) + +app = BedrockAgentCoreApp() + +SYSTEM_PROMPT = ( + "You are a helpful assistant with access to tools via the Gateway, " + "Code Interpreter, and Browser. " + "When asked about your tools, list them and explain what they do." +) + + +def _create_session_manager( + user_id: str, session_id: str +) -> AgentCoreMemorySessionManager: + """Create an AgentCore memory session manager, optionally with long-term semantic retrieval. + + When the USE_LONG_TERM_MEMORY environment variable is "true", configures retrieval + from the /facts/{actorId} namespace so the agent recalls facts across sessions. + When false (default), only short-term memory (conversation history) is active, + avoiding the additional storage and retrieval costs of long-term memory. + + Args: + user_id: Unique identifier for the user (actor), extracted from the JWT sub claim. + session_id: Unique identifier for the current conversation session. + + Returns: + An AgentCoreMemorySessionManager bound to the user and session. + """ + memory_id = os.environ.get("MEMORY_ID") + if not memory_id: + raise ValueError("MEMORY_ID environment variable is required") + + use_ltm = os.environ.get("USE_LONG_TERM_MEMORY", "false").lower() == "true" + + top_k = int(os.environ.get("LTM_TOP_K", "10")) + relevance_score = float(os.environ.get("LTM_RELEVANCE_SCORE", "0.3")) + + # Only pass retrieval_config when LTM is explicitly enabled. + # Omitting it means the session manager uses short-term memory only, + # which avoids the $0.50/1,000 retrieval and $0.75/1,000 storage costs. + retrieval_config = ( + { + "/facts/{actorId}": RetrievalConfig( + top_k=top_k, + relevance_score=relevance_score, + ) + } + if use_ltm + else None + ) + + config = AgentCoreMemoryConfig( + memory_id=memory_id, + session_id=session_id, + actor_id=user_id, + retrieval_config=retrieval_config, + ) + return AgentCoreMemorySessionManager( + agentcore_memory_config=config, + region_name=os.environ.get("AWS_DEFAULT_REGION", "us-east-1"), + ) + + +def create_strands_agent(user_id: str, session_id: str) -> Agent: + """Create a Strands agent with Gateway tools, memory, Code Interpreter, and Browser.""" + + bedrock_model = BedrockModel( + model_id="us.anthropic.claude-sonnet-4-5-20250929-v1:0", temperature=0.1 + ) + + session_manager = _create_session_manager(user_id, session_id) + + region = os.environ.get("AWS_DEFAULT_REGION", "us-east-1") + code_tools = StrandsCodeInterpreterTools(region) + browser_tools = StrandsBrowserTools(region) + + gateway_client = create_gateway_mcp_client() + + return Agent( + name="strands_agent", + system_prompt=SYSTEM_PROMPT, + tools=[ + gateway_client, + code_tools.execute_python_securely, + browser_tools.browser, + ], + model=bedrock_model, + session_manager=session_manager, + trace_attributes={"user.id": user_id, "session.id": session_id}, + ) + + +@app.entrypoint +async def invocations(payload, context: RequestContext): + """Main entrypoint — called by AgentCore Runtime on each request. + + Extracts user ID from the validated JWT token (not the payload body) + to prevent impersonation via prompt injection. + """ + user_query = payload.get("prompt") + session_id = payload.get("runtimeSessionId") + + if not all([user_query, session_id]): + yield { + "status": "error", + "error": "Missing required fields: prompt or runtimeSessionId", + } + return + + try: + user_id = extract_user_id_from_context(context) + agent = create_strands_agent(user_id, session_id) + + async for event in agent.stream_async(user_query): + yield json.loads(json.dumps(dict(event), default=str)) + + except Exception as e: + logger.exception("Agent run failed") + yield {"status": "error", "error": str(e)} + + +if __name__ == "__main__": + app.run() diff --git a/patterns/strands-browseruse-multiagent/requirements.txt b/patterns/strands-browseruse-multiagent/requirements.txt new file mode 100644 index 00000000..c96e43f5 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/requirements.txt @@ -0,0 +1,9 @@ +# Strands agent with browser-use for browser automation +strands-agents==1.35.0 +strands-agents-tools==0.4.1 +bedrock-agentcore==1.4.7 +mcp==1.26.0 +PyJWT[crypto]==2.12.1 +# browser-use + Claude for browser automation +browser-use>=0.12.0 +nest-asyncio>=1.5.0 diff --git a/patterns/strands-browseruse-multiagent/tools/__init__.py b/patterns/strands-browseruse-multiagent/tools/__init__.py new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/tools/__init__.py @@ -0,0 +1 @@ + diff --git a/patterns/strands-browseruse-multiagent/tools/browser.py b/patterns/strands-browseruse-multiagent/tools/browser.py new file mode 100644 index 00000000..9da31ab1 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/tools/browser.py @@ -0,0 +1,262 @@ +"""Strands browser tool — browser-use + Claude + AgentCore Browser. + +Streams the live view URL as a tool_stream_event so the frontend can show +a 'Watch live' link while the browser is running. + +Session is reused across tool calls (same pattern as Code Interpreter). +Delegates session management to the shared BrowserTools core. + +The browser-use Browser instance is kept alive across calls so that +browser-use preserves its internal state (agent memory, page context, +action history) between tasks — following the browser-use recommended +pattern for chained/follow-up tasks. +""" + +import logging +import os +from typing import Any, AsyncGenerator, Dict, Optional + +from agentcore_tools.browser.browser_tools import BrowserTools +from strands import tool + +logger = logging.getLogger(__name__) + +REGION = os.environ.get("AWS_DEFAULT_REGION", "us-east-1") +MODEL = os.environ.get( + "BROWSER_USE_MODEL", "us.anthropic.claude-sonnet-4-5-20250929-v1:0" +) + + +class StrandsBrowserTools: + """Strands wrapper for AgentCore Browser using browser-use + Claude. + + Uses the shared BrowserTools core for session lifecycle, same way + StrandsCodeInterpreterTools delegates to CodeInterpreterTools. + + The browser-use Browser instance is kept alive across tool calls + so that agent memory, page context, and action history persist + between tasks (browser-use recommended pattern). + """ + + def __init__(self, region: str = REGION): + self.core_tools = BrowserTools(region) + self._browser_session: Optional[Any] = None + self._agent: Optional[Any] = None + self._llm: Optional[Any] = None + + async def _get_browser_session(self): + """Get or create the browser-use Browser instance (kept alive across calls).""" + if self._browser_session is None: + from browser_use import Browser, BrowserProfile + + ws_url, headers = self.core_tools.start_session() + browser_profile = BrowserProfile( + headers=headers, window_size={"width": 1380, "height": 720} + ) + self._browser_session = Browser( + cdp_url=ws_url, browser_profile=browser_profile + ) + await self._browser_session.start() + logger.info("Started browser-use session (kept alive for reuse)") + return self._browser_session + + def _get_llm(self): + """Get or create the LLM instance (reused across calls).""" + if self._llm is None: + from browser_use.llm import ChatAnthropicBedrock + + self._llm = ChatAnthropicBedrock( + model=MODEL, aws_region=self.core_tools.region + ) + return self._llm + + async def cleanup(self): + """Stop browser-use session and AgentCore browser session.""" + if self._browser_session: + try: + await self._browser_session.kill() + logger.info("browser-use session killed") + except Exception: + pass + self._browser_session = None + self._agent = None + self._llm = None + self.core_tools.cleanup() + + @property + def browser(self): + tool_self = self + + @tool + async def browser( + task: str, starting_url: str + ) -> AsyncGenerator[Dict[str, Any], None]: + """ + Delegate a browser automation task to a browser-use sub-agent that + autonomously controls a real browser (clicks, types, scrolls, navigates). + + IMPORTANT — how to write a good task: + - Send the COMPLETE task with ALL steps in a single call. The sub-agent + handles multi-step workflows on its own. + - Be specific: state the goal, what to extract, and the desired output format. + - Include context: URLs, search terms, criteria, credentials context. + - Add fallbacks: what to do if the primary approach fails. + - Set constraints: max results, date ranges, scope limits. + + Good task example: + task: "Search for 'wireless headphones under $50', extract the name, + price, and star rating of the top 3 results. If fewer than 3 + results match, include the closest alternatives." + starting_url: "https://www.amazon.com" + + Bad task example: + task: "Search for headphones" (too vague — no output format, no criteria) + + DO NOT: + - Give low-level UI instructions like "click the search button" or + "type in the text field". The sub-agent figures out UI interactions. + - Split a single workflow into multiple calls unless you need to process + intermediate results yourself before the next step. + + The browser session persists across calls — cookies, login state, and open + tabs carry over. Use multiple calls when you need to reason about + intermediate results between steps. + + Args: + task: Complete, detailed description of what to accomplish, including + all steps, expected output format, and fallback instructions. + starting_url: URL to navigate to before starting the task. + + Yields: + Intermediate events (e.g. live_view_url) while the task runs. + + Returns: + Final dict with status, response, and live_view_url. + """ + from browser_use import Agent as BrowserAgent + + try: + browser_session = await tool_self._get_browser_session() + live_view_url = tool_self.core_tools.get_live_view_url() + + # Yield the live view URL so the frontend can show a link + yield {"type": "browser_live_view", "live_view_url": live_view_url} + + llm = tool_self._get_llm() + full_task = f"Start at {starting_url}. {task}" + + if tool_self._agent is None: + # First call — create the agent + tool_self._agent = BrowserAgent( + task=full_task, + llm=llm, + browser_session=browser_session, + ) + else: + # Subsequent calls — chain task, preserving agent memory + tool_self._agent.add_new_task(full_task) + + # Use asyncio.Queue for immediate streaming — hooks put + # each step into the queue, and the generator yields from + # the queue without polling delay. + import asyncio + + step_queue: asyncio.Queue = asyncio.Queue() + step_count_tracker = {"count": 0} + + async def on_step_start_hook(agent): + """Called BEFORE each step — yields a 'thinking' event.""" + step_num = step_count_tracker["count"] + 1 + + # Get current URL if available + current_url = "" + if hasattr(agent, "history") and agent.history: + urls = agent.history.urls() + if urls: + current_url = urls[-1] or "" + + await step_queue.put( + { + "type": "browser_action", + "extracted_content": f"Step {step_num}: Thinking..." + + (f" (on {current_url})" if current_url else ""), + "step": step_num, + "phase": "start", + } + ) + + async def on_step_end_hook(agent): + """Called AFTER each step — yields the completed action.""" + if not hasattr(agent, "history") or not agent.history: + return + + new_count = agent.history.number_of_steps() + old_count = step_count_tracker["count"] + if new_count <= old_count: + return + + action_names = agent.history.action_names() + extracted = agent.history.extracted_content() + urls = agent.history.urls() + + for i in range(old_count, new_count): + parts = [] + if i < len(action_names): + parts.append(action_names[i]) + if i < len(urls) and urls[i]: + parts.append(f"@ {urls[i]}") + if i < len(extracted) and extracted[i]: + parts.append(f"→ {extracted[i]}") + + summary = ( + " ".join(parts) if parts else f"Step {i + 1} completed" + ) + await step_queue.put( + { + "type": "browser_action", + "extracted_content": summary, + "step": i + 1, + "phase": "end", + } + ) + + step_count_tracker["count"] = new_count + + # Run the agent with both hooks in a background task + agent_task = asyncio.create_task( + tool_self._agent.run( + on_step_start=on_step_start_hook, + on_step_end=on_step_end_hook, + ) + ) + + # Yield steps from the queue as they arrive + while not agent_task.done(): + try: + step = await asyncio.wait_for(step_queue.get(), timeout=0.5) + yield step + except asyncio.TimeoutError: + continue + + # Get the final result (may raise if agent failed) + result = await agent_task + + # Drain any remaining steps from the queue + while not step_queue.empty(): + yield step_queue.get_nowait() + + yield { + "status": "success", + "response": str(result), + "live_view_url": live_view_url, + } + + except Exception as e: + logger.exception("Browser task failed") + yield { + "status": "error", + "error": str(e), + "live_view_url": tool_self.core_tools.get_live_view_url(), + } + + return browser diff --git a/patterns/strands-browseruse-multiagent/tools/code_interpreter.py b/patterns/strands-browseruse-multiagent/tools/code_interpreter.py new file mode 100644 index 00000000..35c2dbe5 --- /dev/null +++ b/patterns/strands-browseruse-multiagent/tools/code_interpreter.py @@ -0,0 +1,39 @@ +"""Strands-specific wrapper for Code Interpreter - import shim.""" + +from agentcore_tools.code_interpreter.code_interpreter_tools import CodeInterpreterTools +from strands import tool + + +class StrandsCodeInterpreterTools: + """Strands wrapper for Code Interpreter tools.""" + + def __init__(self, region: str): + """ + Initialize Strands Code Interpreter tools. + + Args: + region: AWS region for code interpreter + """ + self.core_tools = CodeInterpreterTools(region) + + def cleanup(self): + """ + Clean up code interpreter session. + + Note: AgentCore automatically cleans up inactive sessions after timeout, + so manual cleanup is optional but recommended for immediate resource release. + """ + self.core_tools.cleanup() + + @tool + def execute_python_securely(self, code: str) -> str: + """ + Execute Python code in a secure AgentCore CodeInterpreter sandbox. + + Args: + code: Python code to execute + + Returns: + JSON string with execution result + """ + return self.core_tools.execute_python_securely(code) diff --git a/patterns/strands-browseruse-multiagent/tools/gateway.py b/patterns/strands-browseruse-multiagent/tools/gateway.py new file mode 100644 index 00000000..9a559f1b --- /dev/null +++ b/patterns/strands-browseruse-multiagent/tools/gateway.py @@ -0,0 +1,67 @@ +"""AgentCore Gateway MCP client with OAuth2 authentication.""" + +import logging +import os + +from bedrock_agentcore.identity.auth import requires_access_token +from mcp.client.streamable_http import streamablehttp_client +from strands.tools.mcp import MCPClient +from utils.ssm import get_ssm_parameter + +logger = logging.getLogger(__name__) + + +# OAuth2 Credential Provider decorator from AgentCore Identity SDK. +# Automatically retrieves OAuth2 access tokens from the Token Vault (with caching) +# or fetches fresh tokens from the configured OAuth2 provider when expired. +# The provider_name references an OAuth2 Credential Provider registered in AgentCore Identity. +@requires_access_token( + provider_name=os.environ["GATEWAY_CREDENTIAL_PROVIDER_NAME"], + auth_flow="M2M", + scopes=[], +) +def _fetch_gateway_token(access_token: str) -> str: + """Fetch OAuth2 token for Gateway authentication. + + The @requires_access_token decorator handles token retrieval and refresh: + 1. Token Retrieval: Calls GetResourceOauth2Token API to fetch token from Token Vault + 2. Automatic Refresh: Uses refresh tokens to renew expired access tokens + 3. Error Orchestration: Handles missing tokens and OAuth flow management + + For M2M (Machine-to-Machine) flows, the decorator uses Client Credentials grant type. + The provider_name must match the Name field in the CDK OAuth2CredentialProvider resource. + + Must be synchronous — called inside the MCPClient lambda factory. + If it were async, the lambda would receive a coroutine object instead of a string, + breaking authentication. + """ + return access_token + + +def create_gateway_mcp_client() -> MCPClient: + """Create MCP client for AgentCore Gateway with OAuth2 authentication. + + MCP (Model Context Protocol) is how agents communicate with tool providers. + This creates a client that can talk to the AgentCore Gateway using OAuth2 + authentication. The Gateway then provides access to Lambda-based tools. + + Avoids the "closure trap" by calling _fetch_gateway_token() inside the lambda + factory. This ensures a fresh token is fetched on every MCP reconnection, + preventing stale token errors. + """ + stack_name = os.environ.get("STACK_NAME") + if not stack_name: + raise ValueError("STACK_NAME environment variable is required") + if not stack_name.replace("-", "").replace("_", "").isalnum(): + raise ValueError("Invalid STACK_NAME format") + + gateway_url = get_ssm_parameter(f"/{stack_name}/gateway_url") + logger.info("[GATEWAY] URL: %s", gateway_url) + + return MCPClient( + lambda: streamablehttp_client( + url=gateway_url, + headers={"Authorization": f"Bearer {_fetch_gateway_token()}"}, + ), + prefix="gateway", + ) diff --git a/tools/browser/__init__.py b/tools/browser/__init__.py new file mode 100644 index 00000000..43e62efa --- /dev/null +++ b/tools/browser/__init__.py @@ -0,0 +1 @@ +from .browser_tools import BrowserTools as BrowserTools diff --git a/tools/browser/browser_tools.py b/tools/browser/browser_tools.py new file mode 100644 index 00000000..1a5b2407 --- /dev/null +++ b/tools/browser/browser_tools.py @@ -0,0 +1,184 @@ +"""Core Browser tools for AgentCore — generic session management and capabilities. + +Framework-agnostic. No Strands, no browser-use, no Nova Act. +Pattern-specific wrappers (e.g. patterns/strands-browseruse-multiagent/tools/browser.py) +use this class for session lifecycle and layer their automation library on top. + +Follows the same lazy-init + reuse pattern as CodeInterpreterTools. +""" + +import base64 +import logging +from typing import Any, Dict, Optional, Tuple + +logger = logging.getLogger(__name__) + + +class BrowserTools: + """ + AgentCore Browser session manager. + + Responsibilities: + - Start / stop a single browser session (reused across calls) + - Expose CDP connection details (ws_url, headers) for any automation library + - Generate presigned live view URL for DCV streaming + - Human take-over / release + - OS-level actions (screenshot, mouse, keyboard) via InvokeBrowser API + """ + + def __init__(self, region: str): + self.region = region + self._client = None + self._runtime_client = None + + # ── Session Lifecycle ──────────────────────────────────────────────────── + + def _get_client( + self, + browser_id: Optional[str] = None, + session_timeout_seconds: int = 3600, + viewport: Optional[Dict[str, int]] = None, + ): + """Lazy-create the BrowserClient. Reused on subsequent calls.""" + if self._client is None: + from bedrock_agentcore.tools.browser_client import BrowserClient + + self._client = BrowserClient(region=self.region) + kwargs: Dict[str, Any] = { + "session_timeout_seconds": session_timeout_seconds, + "viewport": viewport, + } + if browser_id: + kwargs["identifier"] = browser_id + self._client.start(**{k: v for k, v in kwargs.items() if v is not None}) + logger.info(f"Started browser session in {self.region}") + return self._client + + def start_session( + self, + browser_id: Optional[str] = None, + session_timeout_seconds: int = 3600, + viewport: Optional[Dict[str, int]] = None, + ) -> Tuple[str, Dict[str, str]]: + """Start (or reuse) a session and return CDP (ws_url, headers).""" + client = self._get_client(browser_id, session_timeout_seconds, viewport) + return client.generate_ws_headers() + + def cleanup(self): + """Stop the browser session. AgentCore also auto-cleans after timeout.""" + if self._client: + try: + self._client.stop() + logger.info("Browser session stopped") + except Exception as e: + logger.warning(f"Error stopping browser session: {e}") + finally: + self._client = None + + @property + def browser_id(self) -> Optional[str]: + return self._client.identifier if self._client else None + + @property + def session_id(self) -> Optional[str]: + return self._client.session_id if self._client else None + + # ── Live View ──────────────────────────────────────────────────────────── + + def get_live_view_url(self, expires: int = 300) -> Optional[str]: + """Presigned DCV live view URL, or None if no active session.""" + if not self._client: + return None + return self._client.generate_live_view_url(expires=expires) + + # ── Human Take-Over ────────────────────────────────────────────────────── + + def take_control(self): + """Pause agent automation so a human can take over via live view.""" + if self._client: + self._client.take_control() + logger.info("Human took control of browser") + + def release_control(self): + """Resume agent automation after human take-over.""" + if self._client: + self._client.release_control() + logger.info("Agent resumed control of browser") + + # ── OS-Level Actions ───────────────────────────────────────────────────── + + def _get_runtime_client(self): + if not self._runtime_client: + import boto3 + + self._runtime_client = boto3.client( + "bedrock-agentcore", region_name=self.region + ) + return self._runtime_client + + def _invoke(self, action: Dict[str, Any]) -> Dict[str, Any]: + if not self._client: + raise RuntimeError("No active browser session. Call start_session() first.") + client = self._get_runtime_client() + response = client.invoke_browser( + browserIdentifier=self._client.identifier, + sessionId=self._client.session_id, + action=action, + ) + return response.get("result", {}) + + def screenshot(self, format: str = "PNG") -> bytes: + """Take a screenshot. Returns raw bytes.""" + result = self._invoke({"screenshot": {"format": format}}) + img_data = result.get("screenshot", {}).get("data", b"") + if isinstance(img_data, str): + return base64.b64decode(img_data) + return img_data + + def screenshot_base64(self, format: str = "PNG") -> str: + """Screenshot as base64 string (for sending to LLMs).""" + return base64.b64encode(self.screenshot(format=format)).decode() + + def mouse_click(self, x: int, y: int, button: str = "LEFT", click_count: int = 1): + self._invoke( + { + "mouseClick": { + "x": x, + "y": y, + "button": button, + "clickCount": click_count, + } + } + ) + + def mouse_move(self, x: int, y: int): + self._invoke({"mouseMove": {"x": x, "y": y}}) + + def mouse_drag( + self, start_x: int, start_y: int, end_x: int, end_y: int, button: str = "LEFT" + ): + self._invoke( + { + "mouseDrag": { + "startX": start_x, + "startY": start_y, + "endX": end_x, + "endY": end_y, + "button": button, + } + } + ) + + def scroll(self, x: int, y: int, delta_x: int = 0, delta_y: int = -300): + self._invoke( + {"mouseScroll": {"x": x, "y": y, "deltaX": delta_x, "deltaY": delta_y}} + ) + + def type_text(self, text: str): + self._invoke({"keyType": {"text": text}}) + + def key_press(self, key: str, presses: int = 1): + self._invoke({"keyPress": {"key": key, "presses": presses}}) + + def key_shortcut(self, *keys: str): + self._invoke({"keyShortcut": {"keys": list(keys)}})