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Bedrock Provider for AX - supports Claude, GPT OSS, and Titan Embed models","maintainers":[{"name":"dosco","email":"vicram@gmail.com"}],"readme":"# AWS Bedrock Provider for Ax\n\nNative Amazon Bedrock integration for Ax using the AWS SDK `Converse`,\n`ConverseStream`, and Titan embedding APIs. It ships separately so\n`@ax-llm/ax` remains free of AWS SDK dependencies.\n\n## Features\n\n- Claude, GPT-6, and GPT OSS chat models, plus Titan Embed V2\n- Native streaming with cancellation and pre-output regional failover\n- Claude tool use and tool-result round trips\n- Claude image and document inputs, including inline base64 and `s3://` documents\n- Bedrock prompt-cache checkpoints with verified 5-minute and 1-hour TTLs\n- Budget and adaptive Claude thinking, including signed reasoning round trips\n- Model-specific native structured output and service tiers\n- Token, cache-token, request ID, finish-reason, and applied-tier mapping\n\nCapabilities differ by model. Use `ai.getFeatures(model)` before requiring a\nfeature; unsupported capabilities are deliberately not advertised.\n\n## Installation\n\n```bash\nnpm install @ax-llm/ax @ax-llm/ax-ai-aws-bedrock\n```\n\nThe Bedrock package installs `@aws-sdk/client-bedrock-runtime` as its own\nruntime dependency. Applications do not need to add the SDK separately.\n\n## Authentication\n\nThe client uses the standard AWS SDK credential chain. Configure credentials\nthrough your environment, shared AWS config, workload role, or another SDK-\nsupported credential source.\n\n## Quick start\n\n```typescript\nimport {\n  AxAIBedrock,\n  AxAIBedrockModel,\n} from '@ax-llm/ax-ai-aws-bedrock';\n\nconst ai = new AxAIBedrock({\n  region: process.env.AWS_REGION ?? 'us-east-2',\n  fallbackRegions: ['us-west-2', 'us-east-1'],\n  config: {\n    model: AxAIBedrockModel.ClaudeSonnet5,\n    maxTokens: 4096,\n  },\n});\n\nconst response = await ai.chat({\n  chatPrompt: [{ role: 'user', content: 'What is Amazon Bedrock?' }],\n});\n\nif (response instanceof ReadableStream) {\n  throw new Error('Expected a non-streaming response.');\n}\n\nconsole.log(response.results[0]?.content);\n```\n\n## Streaming, tools, caching, and thinking\n\n```typescript\nconst weatherTool = {\n  name: 'weather',\n  description: 'Read the current weather for a city',\n  parameters: {\n    type: 'object',\n    properties: {\n      city: { type: 'string', description: 'City name' },\n    },\n    required: ['city'],\n  },\n} as const;\n\nconst stream = await ai.chat(\n  {\n    chatPrompt: [\n      { role: 'system', content: 'Use tools for live facts.', cache: true },\n      { role: 'user', content: 'What is the weather in Vancouver?' },\n    ],\n    functions: [weatherTool],\n  },\n  {\n    stream: true,\n    contextCache: { ttlSeconds: 3600 },\n    thinkingTokenBudget: 'medium',\n  }\n);\n```\n\nCache checkpoints can be set on system messages, content blocks, messages, and\nfunctions with `cache: true`. Bedrock accepts at most four checkpoints per\nrequest; the provider validates that combined limit before sending.\n\nClaude Sonnet 5 and Opus 5.5 always use adaptive thinking, so\n`thinkingTokenBudget: 'none'` is rejected for those models. Claude Opus 5\nallows adaptive thinking to be disabled. Opus 5.5 also rejects forced tool\nchoice and `output_config.format` on Converse, so its structured output uses\nthe `json_object` mode.\n\nOn GPT-6 Sol, Luna, and Astra, `thinkingTokenBudget` sets the reasoning effort:\n`minimal` maps to `low`, `highest` to `max`, and `none` turns reasoning off.\nAstra cannot turn reasoning off, so `'none'` is rejected before a request is\nsent. These models do not accept `temperature` or `topP`, so the provider\nleaves them out of the request.\n\n## Native image and document input\n\n```typescript\nconst response = await ai.chat({\n  chatPrompt: [\n    {\n      role: 'user',\n      content: [\n        { type: 'text', text: 'Compare these inputs.' },\n        { type: 'image', image: imageBase64, mimeType: 'image/png' },\n        {\n          type: 'file',\n          fileUri: 's3://my-bucket/policy.pdf',\n          filename: 'policy.pdf',\n          mimeType: 'application/pdf',\n        },\n      ],\n    },\n  ],\n});\n```\n\nSupported document formats are CSV, DOC, DOCX, HTML, Markdown, PDF, TXT, XLS,\nand XLSX. Image formats are GIF, JPEG, PNG, and WebP.\n\n## Models\n\nCurrent Claude enum members include Sonnet 5, Opus 5.5, Opus 5, Opus 4.8,\nSonnet 4.6, Haiku 4.5, Opus 4.5, Sonnet 4, and retained 3.x compatibility\nmodels. OpenAI GPT-6 Sol, Luna, and Astra use their `us.` cross-Region\ninference profiles and support tools, image input, and native or function\nstructured output on the standard tier. Like GPT OSS 120B and 20B, they are\nsent to `gptRegion` (default `us-west-2`) and then `gptFallbackRegions`\n(default `us-east-1`). Titan Embed V2 remains available.\n\n## Verification\n\nFrom the repository root:\n\n```bash\nnpm test --workspace=@ax-llm/ax-ai-aws-bedrock\n```\n","readmeFilename":"README.md"}