From ed0d99c92ac005bfc358a806a407bba9bd8d6521 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 09:03:42 +0000 Subject: [PATCH 01/14] feat(ai): Add Amazon Bedrock provider --- package-lock.json | 4799 ++++++----------- packages/ai/README.md | 1 + packages/ai/package.json | 2 + packages/ai/scripts/generate-models.ts | 39 + packages/ai/src/models.generated.ts | 988 ++++ packages/ai/src/providers/amazon-bedrock.ts | 384 ++ packages/ai/src/providers/anthropic.ts | 2 +- packages/ai/src/stream.ts | 12 + packages/ai/src/types.ts | 4 + packages/ai/test/stream.test.ts | 20 + .../coding-agent/src/core/model-resolver.ts | 1 + 11 files changed, 3216 insertions(+), 3036 deletions(-) create mode 100644 packages/ai/src/providers/amazon-bedrock.ts diff --git a/package-lock.json b/package-lock.json index f9c6a70b0..699973273 100644 --- a/package-lock.json +++ b/package-lock.json @@ -31,8 +31,6 @@ }, "node_modules/@anthropic-ai/sandbox-runtime": { "version": "0.0.16", - 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"sha512-vnDVpYPMzs4wunl27jHrfmwojOGKya0xyM3sH+UE5iv5uPS6vX7UIoh6m+vQc5LGBq52HBKPIn/zcSZVzeDEZg==", "dev": true, "license": "MIT", "dependencies": { @@ -7675,8 +6421,6 @@ }, "packages/agent/node_modules/undici-types": { "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" }, @@ -7686,6 +6430,7 @@ "license": "MIT", "dependencies": { "@anthropic-ai/sdk": "0.71.2", + "@aws-sdk/client-bedrock-runtime": "^3.962.0", "@google/genai": "1.34.0", "@mistralai/mistralai": "1.10.0", "@sinclair/typebox": "^0.34.41", @@ -7710,8 +6455,6 @@ }, "packages/ai/node_modules/@types/node": { "version": "24.10.4", - "resolved": "https://registry.npmjs.org/@types/node/-/node-24.10.4.tgz", - "integrity": "sha512-vnDVpYPMzs4wunl27jHrfmwojOGKya0xyM3sH+UE5iv5uPS6vX7UIoh6m+vQc5LGBq52HBKPIn/zcSZVzeDEZg==", "dev": true, "license": "MIT", "dependencies": { @@ -7720,8 +6463,6 @@ }, "packages/ai/node_modules/undici-types": { "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" }, @@ -7773,8 +6514,6 @@ }, "packages/coding-agent/node_modules/@types/node": { "version": "24.10.4", - "resolved": "https://registry.npmjs.org/@types/node/-/node-24.10.4.tgz", - "integrity": "sha512-vnDVpYPMzs4wunl27jHrfmwojOGKya0xyM3sH+UE5iv5uPS6vX7UIoh6m+vQc5LGBq52HBKPIn/zcSZVzeDEZg==", "dev": true, "license": "MIT", "dependencies": { @@ -7783,8 +6522,6 @@ }, "packages/coding-agent/node_modules/undici-types": { "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" }, @@ -7818,8 +6555,6 @@ }, "packages/mom/node_modules/@types/node": { "version": "24.10.4", - "resolved": "https://registry.npmjs.org/@types/node/-/node-24.10.4.tgz", - "integrity": "sha512-vnDVpYPMzs4wunl27jHrfmwojOGKya0xyM3sH+UE5iv5uPS6vX7UIoh6m+vQc5LGBq52HBKPIn/zcSZVzeDEZg==", "dev": true, "license": "MIT", "dependencies": { @@ -7828,8 +6563,6 @@ }, "packages/mom/node_modules/undici-types": { "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" }, @@ -7870,8 +6603,6 @@ }, "packages/tui/node_modules/mime-db": { "version": "1.54.0", - "resolved": "https://registry.npmjs.org/mime-db/-/mime-db-1.54.0.tgz", - "integrity": "sha512-aU5EJuIN2WDemCcAp2vFBfp/m4EAhWJnUNSSw0ixs7/kXbd6Pg64EmwJkNdFhB8aWt1sH2CTXrLxo/iAGV3oPQ==", "license": "MIT", "engines": { "node": ">= 0.6" @@ -7879,8 +6610,6 @@ }, "packages/tui/node_modules/mime-types": { "version": "3.0.2", - "resolved": "https://registry.npmjs.org/mime-types/-/mime-types-3.0.2.tgz", - "integrity": "sha512-Lbgzdk0h4juoQ9fCKXW4by0UJqj+nOOrI9MJ1sSj4nI8aI2eo1qmvQEie4VD1glsS250n15LsWsYtCugiStS5A==", "license": "MIT", "dependencies": { "mime-db": "^1.54.0" diff --git a/packages/ai/README.md b/packages/ai/README.md index 2ce2158cf..d394b77d6 100644 --- a/packages/ai/README.md +++ b/packages/ai/README.md @@ -59,6 +59,7 @@ Unified LLM API with automatic model discovery, provider configuration, token an - **GitHub Copilot** (requires OAuth, see below) - **Google Gemini CLI** (requires OAuth, see below) - **Antigravity** (requires OAuth, see below) +- **Amazon Bedrock** - **Any OpenAI-compatible API**: Ollama, vLLM, LM Studio, etc. ## Installation diff --git a/packages/ai/package.json b/packages/ai/package.json index 7633a97ef..3cf05b9ad 100644 --- a/packages/ai/package.json +++ b/packages/ai/package.json @@ -23,6 +23,7 @@ }, "dependencies": { "@anthropic-ai/sdk": "0.71.2", + "@aws-sdk/client-bedrock-runtime": "^3.962.0", "@google/genai": "1.34.0", "@mistralai/mistralai": "1.10.0", "@sinclair/typebox": "^0.34.41", @@ -39,6 +40,7 @@ "openai", "anthropic", "gemini", + "bedrock", "unified", "api" ], diff --git a/packages/ai/scripts/generate-models.ts b/packages/ai/scripts/generate-models.ts index 3e1130b04..118825e18 100644 --- a/packages/ai/scripts/generate-models.ts +++ b/packages/ai/scripts/generate-models.ts @@ -105,6 +105,45 @@ async function loadModelsDevData(): Promise[]> { const models: Model[] = []; + // Process Amazon Bedrock models + if (data["amazon-bedrock"]?.models) { + for (const [modelId, model] of Object.entries(data["amazon-bedrock"].models)) { + const m = model as ModelsDevModel; + if (m.tool_call !== true) continue; + + let id = modelId; + + // Some Amazon Bedrock models require cross-region inference profiles to work. + // To use cross-region inference, we need to add a region prefix to the models. + // See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html#inference-profiles-support-system + if ( + id.includes("anthropic.claude-opus-4-5") || + id.includes("anthropic.claude-haiku-4-5") || + id.includes("anthropic.claude-sonnet-4")) { + // TODO: Add other models. Can we get this information from models.dev or AWS SDK? + id = "global." + id; + } + + models.push({ + id, + name: m.name || id, + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: m.reasoning === true, + input: m.modalities?.input?.includes("image") ? ["text", "image"] : ["text"], + cost: { + input: m.cost?.input || 0, + output: m.cost?.output || 0, + cacheRead: m.cost?.cache_read || 0, + cacheWrite: m.cost?.cache_write || 0, + }, + contextWindow: m.limit?.context || 4096, + maxTokens: m.limit?.output || 4096, + }); + } + } + // Process Anthropic models if (data.anthropic?.models) { for (const [modelId, model] of Object.entries(data.anthropic.models)) { diff --git a/packages/ai/src/models.generated.ts b/packages/ai/src/models.generated.ts index ea7ed227a..469ae2879 100644 --- a/packages/ai/src/models.generated.ts +++ b/packages/ai/src/models.generated.ts @@ -4,6 +4,994 @@ import type { Model } from "./types.js"; export const MODELS = { + "amazon-bedrock": { + "ai21.jamba-1-5-large-v1:0": { + id: "ai21.jamba-1-5-large-v1:0", + name: "Jamba 1.5 Large", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 2, + output: 8, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 256000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "ai21.jamba-1-5-mini-v1:0": { + id: "ai21.jamba-1-5-mini-v1:0", + name: "Jamba 1.5 Mini", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.2, + output: 0.4, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 256000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "amazon.nova-2-lite-v1:0": { + id: "amazon.nova-2-lite-v1:0", + name: "Nova 2 Lite", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.33, + output: 2.75, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "amazon.nova-lite-v1:0": { + id: "amazon.nova-lite-v1:0", + name: "Nova Lite", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.06, + output: 0.24, + cacheRead: 0.015, + cacheWrite: 0, + }, + contextWindow: 300000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "amazon.nova-micro-v1:0": { + id: "amazon.nova-micro-v1:0", + name: "Nova Micro", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.035, + output: 0.14, + cacheRead: 0.00875, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "amazon.nova-premier-v1:0": { + id: "amazon.nova-premier-v1:0", + name: "Nova Premier", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 2.5, + output: 12.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 1000000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "amazon.nova-pro-v1:0": { + id: "amazon.nova-pro-v1:0", + name: "Nova Pro", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.8, + output: 3.2, + cacheRead: 0.2, + cacheWrite: 0, + }, + contextWindow: 300000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "amazon.titan-text-express-v1": { + id: "amazon.titan-text-express-v1", + name: "Titan Text G1 - Express", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.2, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "amazon.titan-text-express-v1:0:8k": { + id: "amazon.titan-text-express-v1:0:8k", + name: "Titan Text G1 - Express", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.2, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-5-haiku-20241022-v1:0": { + id: "anthropic.claude-3-5-haiku-20241022-v1:0", + name: "Claude Haiku 3.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.8, + output: 4, + cacheRead: 0.08, + cacheWrite: 1, + }, + contextWindow: 200000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-5-sonnet-20240620-v1:0": { + id: "anthropic.claude-3-5-sonnet-20240620-v1:0", + name: "Claude Sonnet 3.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-5-sonnet-20241022-v2:0": { + id: "anthropic.claude-3-5-sonnet-20241022-v2:0", + name: "Claude Sonnet 3.5 v2", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-7-sonnet-20250219-v1:0": { + id: "anthropic.claude-3-7-sonnet-20250219-v1:0", + name: "Claude Sonnet 3.7", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-haiku-20240307-v1:0": { + id: "anthropic.claude-3-haiku-20240307-v1:0", + name: "Claude Haiku 3", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.25, + output: 1.25, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 200000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-opus-20240229-v1:0": { + id: "anthropic.claude-3-opus-20240229-v1:0", + name: "Claude Opus 3", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 15, + output: 75, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 200000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-3-sonnet-20240229-v1:0": { + id: "anthropic.claude-3-sonnet-20240229-v1:0", + name: "Claude Sonnet 3", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 200000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-opus-4-1-20250805-v1:0": { + id: "anthropic.claude-opus-4-1-20250805-v1:0", + name: "Claude Opus 4.1", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 15, + output: 75, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 32000, + } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-opus-4-20250514-v1:0": { + id: "anthropic.claude-opus-4-20250514-v1:0", + name: "Claude Opus 4", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 15, + output: 75, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 32000, + } satisfies Model<"bedrock-converse-stream">, + "cohere.command-r-plus-v1:0": { + id: "cohere.command-r-plus-v1:0", + name: "Command R+", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 3, + output: 15, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "cohere.command-r-v1:0": { + id: "cohere.command-r-v1:0", + name: "Command R", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.5, + output: 1.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "deepseek.r1-v1:0": { + id: "deepseek.r1-v1:0", + name: "DeepSeek-R1", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 1.35, + output: 5.4, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 32768, + } satisfies Model<"bedrock-converse-stream">, + "deepseek.v3-v1:0": { + id: "deepseek.v3-v1:0", + name: "DeepSeek-V3.1", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 0.58, + output: 1.68, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 163840, + maxTokens: 81920, + } satisfies Model<"bedrock-converse-stream">, + "global.anthropic.claude-haiku-4-5-20251001-v1:0": { + id: "global.anthropic.claude-haiku-4-5-20251001-v1:0", + name: "Claude Haiku 4.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 1, + output: 5, + cacheRead: 0.1, + cacheWrite: 1.25, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, + "global.anthropic.claude-opus-4-5-20251101-v1:0": { + id: "global.anthropic.claude-opus-4-5-20251101-v1:0", + name: "Claude Opus 4.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 5, + output: 25, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, + "global.anthropic.claude-sonnet-4-20250514-v1:0": { + id: "global.anthropic.claude-sonnet-4-20250514-v1:0", + name: "Claude Sonnet 4", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, + "global.anthropic.claude-sonnet-4-5-20250929-v1:0": { + id: "global.anthropic.claude-sonnet-4-5-20250929-v1:0", + name: "Claude Sonnet 4.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, + "global.global.anthropic.claude-opus-4-5-20251101-v1:0": { + id: "global.global.anthropic.claude-opus-4-5-20251101-v1:0", + name: "Claude Opus 4.5 (Global)", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 5, + output: 25, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, + "google.gemma-3-27b-it": { + id: "google.gemma-3-27b-it", + name: "Google Gemma 3 27B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.12, + output: 0.2, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 202752, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "google.gemma-3-4b-it": { + id: "google.gemma-3-4b-it", + name: "Gemma 3 4B IT", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.04, + output: 0.08, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-1-70b-instruct-v1:0": { + id: "meta.llama3-1-70b-instruct-v1:0", + name: "Llama 3.1 70B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.72, + output: 0.72, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-1-8b-instruct-v1:0": { + id: "meta.llama3-1-8b-instruct-v1:0", + name: "Llama 3.1 8B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.22, + output: 0.22, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-2-11b-instruct-v1:0": { + id: "meta.llama3-2-11b-instruct-v1:0", + name: "Llama 3.2 11B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.16, + output: 0.16, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-2-1b-instruct-v1:0": { + id: "meta.llama3-2-1b-instruct-v1:0", + name: "Llama 3.2 1B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.1, + output: 0.1, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 131000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-2-3b-instruct-v1:0": { + id: "meta.llama3-2-3b-instruct-v1:0", + name: "Llama 3.2 3B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.15, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 131000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-2-90b-instruct-v1:0": { + id: "meta.llama3-2-90b-instruct-v1:0", + name: "Llama 3.2 90B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.72, + output: 0.72, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama3-3-70b-instruct-v1:0": { + id: "meta.llama3-3-70b-instruct-v1:0", + name: "Llama 3.3 70B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.72, + output: 0.72, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama4-maverick-17b-instruct-v1:0": { + id: "meta.llama4-maverick-17b-instruct-v1:0", + name: "Llama 4 Maverick 17B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.24, + output: 0.97, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 1000000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "meta.llama4-scout-17b-instruct-v1:0": { + id: "meta.llama4-scout-17b-instruct-v1:0", + name: "Llama 4 Scout 17B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.17, + output: 0.66, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 3500000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "minimax.minimax-m2": { + id: "minimax.minimax-m2", + name: "MiniMax M2", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 0.3, + output: 1.2, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 204608, + maxTokens: 128000, + } satisfies Model<"bedrock-converse-stream">, + "mistral.ministral-3-14b-instruct": { + id: "mistral.ministral-3-14b-instruct", + name: "Ministral 14B 3.0", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.2, + output: 0.2, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "mistral.ministral-3-8b-instruct": { + id: "mistral.ministral-3-8b-instruct", + name: "Ministral 3 8B", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.15, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "mistral.mistral-7b-instruct-v0:2": { + id: "mistral.mistral-7b-instruct-v0:2", + name: "Mistral-7B-Instruct-v0.3", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.11, + output: 0.11, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 127000, + maxTokens: 127000, + } satisfies Model<"bedrock-converse-stream">, + "mistral.mistral-large-2402-v1:0": { + id: "mistral.mistral-large-2402-v1:0", + name: "Mistral Large (24.02)", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.5, + output: 1.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "mistral.voxtral-mini-3b-2507": { + id: "mistral.voxtral-mini-3b-2507", + name: "Voxtral Mini 3B 2507", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.04, + output: 0.04, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "mistral.voxtral-small-24b-2507": { + id: "mistral.voxtral-small-24b-2507", + name: "Voxtral Small 24B 2507", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.35, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 32000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "moonshot.kimi-k2-thinking": { + id: "moonshot.kimi-k2-thinking", + name: "Kimi K2 Thinking", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 0.6, + output: 2.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 256000, + maxTokens: 256000, + } satisfies Model<"bedrock-converse-stream">, + "nvidia.nemotron-nano-12b-v2": { + id: "nvidia.nemotron-nano-12b-v2", + name: "NVIDIA Nemotron Nano 12B v2 VL BF16", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.2, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "nvidia.nemotron-nano-9b-v2": { + id: "nvidia.nemotron-nano-9b-v2", + name: "NVIDIA Nemotron Nano 9B v2", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.06, + output: 0.23, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "openai.gpt-oss-120b-1:0": { + id: "openai.gpt-oss-120b-1:0", + name: "gpt-oss-120b", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "openai.gpt-oss-20b-1:0": { + id: "openai.gpt-oss-20b-1:0", + name: "gpt-oss-20b", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.07, + output: 0.3, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "openai.gpt-oss-safeguard-120b": { + id: "openai.gpt-oss-safeguard-120b", + name: "GPT OSS Safeguard 120B", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "openai.gpt-oss-safeguard-20b": { + id: "openai.gpt-oss-safeguard-20b", + name: "GPT OSS Safeguard 20B", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.07, + output: 0.2, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-235b-a22b-2507-v1:0": { + id: "qwen.qwen3-235b-a22b-2507-v1:0", + name: "Qwen3 235B A22B 2507", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.22, + output: 0.88, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 262144, + maxTokens: 131072, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-32b-v1:0": { + id: "qwen.qwen3-32b-v1:0", + name: "Qwen3 32B (dense)", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 0.15, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 16384, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-coder-30b-a3b-v1:0": { + id: "qwen.qwen3-coder-30b-a3b-v1:0", + name: "Qwen3 Coder 30B A3B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.6, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 262144, + maxTokens: 131072, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-coder-480b-a35b-v1:0": { + id: "qwen.qwen3-coder-480b-a35b-v1:0", + name: "Qwen3 Coder 480B A35B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.22, + output: 1.8, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 131072, + maxTokens: 65536, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-next-80b-a3b": { + id: "qwen.qwen3-next-80b-a3b", + name: "Qwen/Qwen3-Next-80B-A3B-Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.14, + output: 1.4, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 262000, + maxTokens: 262000, + } satisfies Model<"bedrock-converse-stream">, + "qwen.qwen3-vl-235b-a22b": { + id: "qwen.qwen3-vl-235b-a22b", + name: "Qwen/Qwen3-VL-235B-A22B-Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.3, + output: 1.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 262000, + maxTokens: 262000, + } satisfies Model<"bedrock-converse-stream">, + }, "anthropic": { "claude-3-5-haiku-20241022": { id: "claude-3-5-haiku-20241022", diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts new file mode 100644 index 000000000..05bc075cc --- /dev/null +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -0,0 +1,384 @@ +import { + BedrockRuntimeClient, + StopReason as BedrockStopReason, + type Tool as BedrockTool, + type ContentBlock, + type ContentBlockDeltaEvent, + type ContentBlockStartEvent, + type ContentBlockStopEvent, + ConversationRole, + ConverseStreamCommand, + ImageFormat, + type Message, + type ToolChoice, + type ToolConfiguration, + ToolResultStatus, +} from "@aws-sdk/client-bedrock-runtime"; + +import { calculateCost } from "../models.js"; +import type { + Api, + AssistantMessage, + Context, + Model, + StopReason, + StreamFunction, + StreamOptions, + TextContent, + ThinkingContent, + Tool, + ToolCall, +} from "../types.js"; +import { AssistantMessageEventStream } from "../utils/event-stream.js"; +import { parseStreamingJson } from "../utils/json-parse.js"; + +export interface BedrockOptions extends StreamOptions { + region?: string; + profile?: string; + toolChoice?: "auto" | "any" | "none" | { type: "tool"; name: string }; +} + +type Block = (TextContent | ThinkingContent | ToolCall) & { index?: number; partialJson?: string }; + +export const streamBedrock: StreamFunction<"bedrock-converse-stream"> = ( + model: Model<"bedrock-converse-stream">, + context: Context, + options: BedrockOptions, +): AssistantMessageEventStream => { + const stream = new AssistantMessageEventStream(); + + (async () => { + const output: AssistantMessage = { + role: "assistant", + content: [], + api: "bedrock-converse-stream" as Api, + provider: model.provider, + model: model.id, + usage: { + input: 0, + output: 0, + cacheRead: 0, + cacheWrite: 0, + totalTokens: 0, + cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0, total: 0 }, + }, + stopReason: "stop", + timestamp: Date.now(), + }; + + const blocks = output.content as Block[]; + + try { + const client = new BedrockRuntimeClient({ + region: options.region, + profile: options.profile, + }); + + const command = new ConverseStreamCommand({ + modelId: model.id, + messages: convertMessages(context), + system: context.systemPrompt ? [{ text: context.systemPrompt }] : undefined, + inferenceConfig: { maxTokens: options.maxTokens, temperature: options.temperature }, + toolConfig: convertToolConfig(context.tools, options.toolChoice), + }); + + const response = await client.send(command, { abortSignal: options.signal }); + + for await (const item of response.stream!) { + if (item.messageStart) { + if (item.messageStart.role !== ConversationRole.ASSISTANT) { + throw new Error("Unexpected `assistant` message start but got `user` message start instead"); + } + stream.push({ type: "start", partial: output }); + } else if (item.contentBlockStart) { + handleContentBlockStart(item.contentBlockStart, blocks, output, stream); + } else if (item.contentBlockDelta) { + handleContentBlockDelta(item.contentBlockDelta, blocks, output, stream); + } else if (item.contentBlockStop) { + handleContentBlockStop(item.contentBlockStop, blocks, output, stream); + } else if (item.messageStop) { + output.stopReason = mapStopReason(item.messageStop.stopReason); + } else if (item.metadata?.usage) { + const usage = item.metadata.usage; + output.usage.input = usage.inputTokens || 0; + output.usage.output = usage.outputTokens || 0; + output.usage.cacheRead = usage.cacheReadInputTokens || 0; + output.usage.cacheWrite = usage.cacheWriteInputTokens || 0; + output.usage.totalTokens = usage.totalTokens || output.usage.input + output.usage.output; + calculateCost(model, output.usage); + } else if (item.internalServerException) { + throw new Error(`Internal server error: ${item.internalServerException.message}`); + } else if (item.modelStreamErrorException) { + throw new Error(`Model stream error: ${item.modelStreamErrorException.message}`); + } else if (item.validationException) { + throw new Error(`Validation error: ${item.validationException.message}`); + } else if (item.throttlingException) { + throw new Error(`Throttling error: ${item.throttlingException.message}`); + } else if (item.serviceUnavailableException) { + throw new Error(`Service unavailable: ${item.serviceUnavailableException.message}`); + } + } + + if (options.signal?.aborted) { + throw new Error("Request was aborted"); + } + + if (output.stopReason === "error" || output.stopReason === "aborted") { + throw new Error("An unknown error occurred"); + } + + stream.push({ type: "done", reason: output.stopReason, message: output }); + stream.end(); + } catch (error) { + for (const block of output.content) { + delete (block as Block).index; + delete (block as Block).partialJson; + } + output.stopReason = options.signal?.aborted ? "aborted" : "error"; + output.errorMessage = error instanceof Error ? error.message : JSON.stringify(error); + stream.push({ type: "error", reason: output.stopReason, error: output }); + stream.end(); + } + })(); + + return stream; +}; + +function handleContentBlockStart( + event: ContentBlockStartEvent, + blocks: Block[], + output: AssistantMessage, + stream: AssistantMessageEventStream, +): void { + const index = event.contentBlockIndex!; + const start = event.start; + + if (start?.toolUse) { + const block: Block = { + type: "toolCall", + id: start.toolUse.toolUseId || "", + name: start.toolUse.name || "", + arguments: {}, + partialJson: "", + index, + }; + output.content.push(block); + stream.push({ type: "toolcall_start", contentIndex: blocks.length - 1, partial: output }); + } +} + +function handleContentBlockDelta( + event: ContentBlockDeltaEvent, + blocks: Block[], + output: AssistantMessage, + stream: AssistantMessageEventStream, +): void { + const contentBlockIndex = event.contentBlockIndex!; + const delta = event.delta; + let index = blocks.findIndex((b) => b.index === contentBlockIndex); + let block = blocks[index]; + + if (delta?.text !== undefined) { + // If no text block exists yet, create one, as `handleContentBlockStart` is not sent for text blocks + if (!block) { + const newBlock: Block = { type: "text", text: "", index: contentBlockIndex }; + output.content.push(newBlock); + index = blocks.length - 1; + block = blocks[index]; + stream.push({ type: "text_start", contentIndex: index, partial: output }); + } + if (block.type === "text") { + block.text += delta.text; + stream.push({ type: "text_delta", contentIndex: index, delta: delta.text, partial: output }); + } + } else if (delta?.toolUse && block?.type === "toolCall") { + block.partialJson = (block.partialJson || "") + (delta.toolUse.input || ""); + block.arguments = parseStreamingJson(block.partialJson); + stream.push({ type: "toolcall_delta", contentIndex: index, delta: delta.toolUse.input || "", partial: output }); + } else if (delta?.reasoningContent) { + let thinkingBlock = block; + let thinkingIndex = index; + + if (!thinkingBlock) { + const newBlock: Block = { type: "thinking", thinking: "", thinkingSignature: "", index: contentBlockIndex }; + output.content.push(newBlock); + thinkingIndex = blocks.length - 1; + thinkingBlock = blocks[thinkingIndex]; + stream.push({ type: "thinking_start", contentIndex: thinkingIndex, partial: output }); + } + + if (thinkingBlock?.type === "thinking") { + if (delta.reasoningContent.text) { + thinkingBlock.thinking += delta.reasoningContent.text; + stream.push({ + type: "thinking_delta", + contentIndex: thinkingIndex, + delta: delta.reasoningContent.text, + partial: output, + }); + } + if (delta.reasoningContent.signature) { + thinkingBlock.thinkingSignature = + (thinkingBlock.thinkingSignature || "") + delta.reasoningContent.signature; + } + } + } +} + +function handleContentBlockStop( + event: ContentBlockStopEvent, + blocks: Block[], + output: AssistantMessage, + stream: AssistantMessageEventStream, +): void { + const index = blocks.findIndex((b) => b.index === event.contentBlockIndex); + const block = blocks[index]; + if (!block) return; + delete (block as Block).index; + + switch (block.type) { + case "text": + stream.push({ type: "text_end", contentIndex: index, content: block.text, partial: output }); + break; + case "thinking": + stream.push({ type: "thinking_end", contentIndex: index, content: block.thinking, partial: output }); + break; + case "toolCall": + block.arguments = parseStreamingJson(block.partialJson); + delete (block as Block).partialJson; + stream.push({ type: "toolcall_end", contentIndex: index, toolCall: block, partial: output }); + break; + } +} + +function convertMessages(context: Context): Message[] { + return context.messages.map((m) => { + switch (m.role) { + case "user": + return { + role: ConversationRole.USER, + content: + typeof m.content === "string" + ? [{ text: m.content }] + : m.content.map((c) => { + switch (c.type) { + case "text": + return { text: c.text }; + case "image": + return { image: createImageBlock(c.mimeType, c.data) }; + default: + throw new Error("Unknown user content type"); + } + }), + }; + case "assistant": + return { + role: ConversationRole.ASSISTANT, + content: m.content.map((c) => { + switch (c.type) { + case "text": + return { text: c.text }; + case "toolCall": + return { + toolUse: { toolUseId: c.id, name: c.name, input: c.arguments }, + }; + case "thinking": + return { + reasoningContent: { reasoningText: { text: c.thinking, signature: c.thinkingSignature } }, + }; + default: + throw new Error("Unknown assistant content type"); + } + }), + }; + case "toolResult": + return { + role: ConversationRole.USER, + content: m.content.map((c) => ({ + toolResult: { + toolUseId: m.toolCallId, + content: [c.type === "image" ? { image: createImageBlock(c.mimeType, c.data) } : { text: c.text }], + status: m.isError ? ToolResultStatus.ERROR : ToolResultStatus.SUCCESS, + }, + })) as ContentBlock.ToolResultMember[], + }; + default: + throw new Error("Unknown message role"); + } + }); +} + +function convertToolConfig( + tools: Tool[] | undefined, + toolChoice: BedrockOptions["toolChoice"], +): ToolConfiguration | undefined { + if (!tools?.length || toolChoice === "none") return undefined; + + const bedrockTools: BedrockTool[] = tools.map((tool) => ({ + toolSpec: { + name: tool.name, + description: tool.description, + inputSchema: { json: tool.parameters }, + }, + })); + + let bedrockToolChoice: ToolChoice | undefined; + switch (toolChoice) { + case "auto": + bedrockToolChoice = { auto: {} }; + break; + case "any": + bedrockToolChoice = { any: {} }; + break; + default: + if (toolChoice?.type === "tool") { + bedrockToolChoice = { tool: { name: toolChoice.name } }; + } + } + + return { tools: bedrockTools, toolChoice: bedrockToolChoice }; +} + +function mapStopReason(reason: string | undefined): StopReason { + switch (reason) { + case BedrockStopReason.END_TURN: + case BedrockStopReason.STOP_SEQUENCE: + return "stop"; + case BedrockStopReason.MAX_TOKENS: + case BedrockStopReason.MODEL_CONTEXT_WINDOW_EXCEEDED: + return "length"; + case BedrockStopReason.TOOL_USE: + return "toolUse"; + default: + return "error"; + } +} + +function createImageBlock(mimeType: string, data: string) { + let format: ImageFormat; + switch (mimeType) { + case "image/jpeg": + case "image/jpg": + format = ImageFormat.JPEG; + break; + case "image/png": + format = ImageFormat.PNG; + break; + case "image/gif": + format = ImageFormat.GIF; + break; + case "image/webp": + format = ImageFormat.WEBP; + break; + default: + throw new Error(`Unknown image type: ${mimeType}`); + } + + const binaryString = atob(data); + const bytes = new Uint8Array(binaryString.length); + for (let i = 0; i < binaryString.length; i++) { + bytes[i] = binaryString.charCodeAt(i); + } + + return { source: { bytes }, format }; +} diff --git a/packages/ai/src/providers/anthropic.ts b/packages/ai/src/providers/anthropic.ts index 885d1447a..c5f2f3581 100644 --- a/packages/ai/src/providers/anthropic.ts +++ b/packages/ai/src/providers/anthropic.ts @@ -265,7 +265,7 @@ export const streamAnthropic: StreamFunction<"anthropic-messages"> = ( } if (output.stopReason === "aborted" || output.stopReason === "error") { - throw new Error("An unkown error ocurred"); + throw new Error("An unknown error occurred"); } stream.push({ type: "done", reason: output.stopReason, message: output }); diff --git a/packages/ai/src/stream.ts b/packages/ai/src/stream.ts index 993919a37..0c66f521a 100644 --- a/packages/ai/src/stream.ts +++ b/packages/ai/src/stream.ts @@ -2,6 +2,7 @@ import { existsSync } from "node:fs"; import { homedir } from "node:os"; import { join } from "node:path"; import { supportsXhigh } from "./models.js"; +import { type BedrockOptions, streamBedrock } from "./providers/amazon-bedrock.js"; import { type AnthropicOptions, streamAnthropic } from "./providers/anthropic.js"; import { type GoogleOptions, streamGoogle } from "./providers/google.js"; import { @@ -91,6 +92,9 @@ export function stream( // Vertex AI uses Application Default Credentials, not API keys if (model.api === "google-vertex") { return streamGoogleVertex(model as Model<"google-vertex">, context, options as GoogleVertexOptions); + } else if (model.api === "bedrock-converse-stream") { + // Bedrock doesn't have any API keys instead it sources credentials from standard AWS env variables or from given AWS profile. + return streamBedrock(model as Model<"bedrock-converse-stream">, context, (options || {}) as BedrockOptions); } const apiKey = options?.apiKey || getEnvApiKey(model.provider); @@ -149,6 +153,10 @@ export function streamSimple( if (model.api === "google-vertex") { const providerOptions = mapOptionsForApi(model, options, undefined); return stream(model, context, providerOptions); + } else if (model.api === "bedrock-converse-stream") { + // Bedrock doesn't have any API keys instead it sources credentials from standard AWS env variables or from given AWS profile. + const providerOptions = mapOptionsForApi(model, options, undefined); + return stream(model, context, providerOptions); } const apiKey = options?.apiKey || getEnvApiKey(model.provider); @@ -221,6 +229,10 @@ function mapOptionsForApi( } satisfies AnthropicOptions; } + case "bedrock-converse-stream": + // TODO: We should probably tweak reasoning config here? + return base satisfies BedrockOptions; + case "openai-completions": return { ...base, diff --git a/packages/ai/src/types.ts b/packages/ai/src/types.ts index 75ba8a6b5..056c8e56f 100644 --- a/packages/ai/src/types.ts +++ b/packages/ai/src/types.ts @@ -1,3 +1,4 @@ +import type { BedrockOptions } from "./providers/amazon-bedrock.js"; import type { AnthropicOptions } from "./providers/anthropic.js"; import type { GoogleOptions } from "./providers/google.js"; import type { GoogleGeminiCliOptions } from "./providers/google-gemini-cli.js"; @@ -14,12 +15,14 @@ export type Api = | "openai-responses" | "openai-codex-responses" | "anthropic-messages" + | "bedrock-converse-stream" | "google-generative-ai" | "google-gemini-cli" | "google-vertex"; export interface ApiOptionsMap { "anthropic-messages": AnthropicOptions; + "bedrock-converse-stream": BedrockOptions; "openai-completions": OpenAICompletionsOptions; "openai-responses": OpenAIResponsesOptions; "openai-codex-responses": OpenAICodexResponsesOptions; @@ -40,6 +43,7 @@ const _exhaustive: _CheckExhaustive = true; export type OptionsForApi = ApiOptionsMap[TApi]; export type KnownProvider = + | "amazon-bedrock" | "anthropic" | "google" | "google-gemini-cli" diff --git a/packages/ai/test/stream.test.ts b/packages/ai/test/stream.test.ts index d8ff4265b..cb6ede832 100644 --- a/packages/ai/test/stream.test.ts +++ b/packages/ai/test/stream.test.ts @@ -907,6 +907,26 @@ describe("Generate E2E Tests", () => { }); }); + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock Provider (claude-sonnet-4-5)", () => { + const llm = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + + it("should complete basic text generation", { retry: 3 }, async () => { + await basicTextGeneration(llm); + }); + + it("should handle tool calling", { retry: 3 }, async () => { + await handleToolCall(llm); + }); + + it("should handle streaming", { retry: 3 }, async () => { + await handleStreaming(llm); + }); + + it("should handle image input", { retry: 3 }, async () => { + await handleImage(llm); + }); + }); + // Check if ollama is installed and local LLM tests are enabled let ollamaInstalled = false; if (!process.env.PI_NO_LOCAL_LLM) { diff --git a/packages/coding-agent/src/core/model-resolver.ts b/packages/coding-agent/src/core/model-resolver.ts index d72e261bd..2f36b5916 100644 --- a/packages/coding-agent/src/core/model-resolver.ts +++ b/packages/coding-agent/src/core/model-resolver.ts @@ -11,6 +11,7 @@ import type { ModelRegistry } from "./model-registry.js"; /** Default model IDs for each known provider */ export const defaultModelPerProvider: Record = { + "amazon-bedrock": "global.anthropic.claude-sonnet-4-5-20250929-v1", anthropic: "claude-sonnet-4-5", openai: "gpt-5.1-codex", "openai-codex": "gpt-5.2-codex", From b3f35653d866dfeb1cc1154853cb0facc1fa1c22 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 10:40:49 +0000 Subject: [PATCH 02/14] Claude Opus 4.5 already has `global` prefix, don't duplicate it --- packages/ai/scripts/generate-models.ts | 10 +++--- packages/ai/src/models.generated.ts | 36 ++++++++++----------- packages/ai/src/providers/amazon-bedrock.ts | 2 +- 3 files changed, 23 insertions(+), 25 deletions(-) diff --git a/packages/ai/scripts/generate-models.ts b/packages/ai/scripts/generate-models.ts index 118825e18..99b698fb8 100644 --- a/packages/ai/scripts/generate-models.ts +++ b/packages/ai/scripts/generate-models.ts @@ -116,12 +116,10 @@ async function loadModelsDevData(): Promise[]> { // Some Amazon Bedrock models require cross-region inference profiles to work. // To use cross-region inference, we need to add a region prefix to the models. // See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html#inference-profiles-support-system - if ( - id.includes("anthropic.claude-opus-4-5") || - id.includes("anthropic.claude-haiku-4-5") || - id.includes("anthropic.claude-sonnet-4")) { - // TODO: Add other models. Can we get this information from models.dev or AWS SDK? - id = "global." + id; + if (id.includes("anthropic.claude-haiku-4-5") || + id.includes("anthropic.claude-sonnet-4")) { + // TODO: Add other models. Can we get this information from models.dev or AWS SDK? + id = "global." + id; } models.push({ diff --git a/packages/ai/src/models.generated.ts b/packages/ai/src/models.generated.ts index 469ae2879..3ccb0db47 100644 --- a/packages/ai/src/models.generated.ts +++ b/packages/ai/src/models.generated.ts @@ -311,6 +311,23 @@ export const MODELS = { contextWindow: 200000, maxTokens: 32000, } satisfies Model<"bedrock-converse-stream">, + "anthropic.claude-opus-4-5-20251101-v1:0": { + id: "anthropic.claude-opus-4-5-20251101-v1:0", + name: "Claude Opus 4.5", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 5, + output: 25, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 64000, + } satisfies Model<"bedrock-converse-stream">, "cohere.command-r-plus-v1:0": { id: "cohere.command-r-plus-v1:0", name: "Command R+", @@ -398,7 +415,7 @@ export const MODELS = { } satisfies Model<"bedrock-converse-stream">, "global.anthropic.claude-opus-4-5-20251101-v1:0": { id: "global.anthropic.claude-opus-4-5-20251101-v1:0", - name: "Claude Opus 4.5", + name: "Claude Opus 4.5 (Global)", api: "bedrock-converse-stream", provider: "amazon-bedrock", baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", @@ -447,23 +464,6 @@ export const MODELS = { contextWindow: 200000, maxTokens: 64000, } satisfies Model<"bedrock-converse-stream">, - "global.global.anthropic.claude-opus-4-5-20251101-v1:0": { - id: "global.global.anthropic.claude-opus-4-5-20251101-v1:0", - name: "Claude Opus 4.5 (Global)", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text", "image"], - cost: { - input: 5, - output: 25, - cacheRead: 1.5, - cacheWrite: 18.75, - }, - contextWindow: 200000, - maxTokens: 64000, - } satisfies Model<"bedrock-converse-stream">, "google.gemma-3-27b-it": { id: "google.gemma-3-27b-it", name: "Google Gemma 3 27B Instruct", diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts index 05bc075cc..90e22502c 100644 --- a/packages/ai/src/providers/amazon-bedrock.ts +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -87,7 +87,7 @@ export const streamBedrock: StreamFunction<"bedrock-converse-stream"> = ( for await (const item of response.stream!) { if (item.messageStart) { if (item.messageStart.role !== ConversationRole.ASSISTANT) { - throw new Error("Unexpected `assistant` message start but got `user` message start instead"); + throw new Error("Unexpected assistant message start but got user message start instead"); } stream.push({ type: "start", partial: output }); } else if (item.contentBlockStart) { From 1c340a05da0bb70305326cc6230bd5f90a5bbd90 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 10:58:19 +0000 Subject: [PATCH 03/14] Extract metadata handler into its own function --- packages/ai/src/providers/amazon-bedrock.ts | 26 ++++++++++++++------- 1 file changed, 18 insertions(+), 8 deletions(-) diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts index 90e22502c..1fe474e39 100644 --- a/packages/ai/src/providers/amazon-bedrock.ts +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -8,6 +8,7 @@ import { type ContentBlockStopEvent, ConversationRole, ConverseStreamCommand, + type ConverseStreamMetadataEvent, ImageFormat, type Message, type ToolChoice, @@ -98,14 +99,8 @@ export const streamBedrock: StreamFunction<"bedrock-converse-stream"> = ( handleContentBlockStop(item.contentBlockStop, blocks, output, stream); } else if (item.messageStop) { output.stopReason = mapStopReason(item.messageStop.stopReason); - } else if (item.metadata?.usage) { - const usage = item.metadata.usage; - output.usage.input = usage.inputTokens || 0; - output.usage.output = usage.outputTokens || 0; - output.usage.cacheRead = usage.cacheReadInputTokens || 0; - output.usage.cacheWrite = usage.cacheWriteInputTokens || 0; - output.usage.totalTokens = usage.totalTokens || output.usage.input + output.usage.output; - calculateCost(model, output.usage); + } else if (item.metadata) { + handleMetadata(item.metadata, model, output); } else if (item.internalServerException) { throw new Error(`Internal server error: ${item.internalServerException.message}`); } else if (item.modelStreamErrorException) { @@ -225,6 +220,21 @@ function handleContentBlockDelta( } } +function handleMetadata( + event: ConverseStreamMetadataEvent, + model: Model<"bedrock-converse-stream">, + output: AssistantMessage, +): void { + if (event.usage) { + output.usage.input = event.usage.inputTokens || 0; + output.usage.output = event.usage.outputTokens || 0; + output.usage.cacheRead = event.usage.cacheReadInputTokens || 0; + output.usage.cacheWrite = event.usage.cacheWriteInputTokens || 0; + output.usage.totalTokens = event.usage.totalTokens || output.usage.input + output.usage.output; + calculateCost(model, output.usage); + } +} + function handleContentBlockStop( event: ContentBlockStopEvent, blocks: Block[], From d343b8dc4df85bda2c23c49e8065c84ecb1352f4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 14:50:39 +0000 Subject: [PATCH 04/14] Add reasoninig support to Amazon Bedrock provider --- packages/ai/src/providers/amazon-bedrock.ts | 98 ++++++++++++++++++--- packages/ai/src/stream.ts | 6 +- packages/ai/test/stream.test.ts | 10 ++- 3 files changed, 99 insertions(+), 15 deletions(-) diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts index 1fe474e39..fbb4e8266 100644 --- a/packages/ai/src/providers/amazon-bedrock.ts +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -27,8 +27,10 @@ import type { StreamOptions, TextContent, ThinkingContent, + ThinkingLevel, Tool, ToolCall, + ToolResultMessage, } from "../types.js"; import { AssistantMessageEventStream } from "../utils/event-stream.js"; import { parseStreamingJson } from "../utils/json-parse.js"; @@ -37,6 +39,8 @@ export interface BedrockOptions extends StreamOptions { region?: string; profile?: string; toolChoice?: "auto" | "any" | "none" | { type: "tool"; name: string }; + /* See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-reasoning.html for supported models. */ + reasoning?: ThinkingLevel; } type Block = (TextContent | ThinkingContent | ToolCall) & { index?: number; partialJson?: string }; @@ -81,6 +85,7 @@ export const streamBedrock: StreamFunction<"bedrock-converse-stream"> = ( system: context.systemPrompt ? [{ text: context.systemPrompt }] : undefined, inferenceConfig: { maxTokens: options.maxTokens, temperature: options.temperature }, toolConfig: convertToolConfig(context.tools, options.toolChoice), + additionalModelRequestFields: buildAdditionalModelRequestFields(model, options), }); const response = await client.send(command, { abortSignal: options.signal }); @@ -262,10 +267,15 @@ function handleContentBlockStop( } function convertMessages(context: Context): Message[] { - return context.messages.map((m) => { + const result: Message[] = []; + const messages = context.messages; + + for (let i = 0; i < messages.length; i++) { + const m = messages[i]; + switch (m.role) { case "user": - return { + result.push({ role: ConversationRole.USER, content: typeof m.content === "string" @@ -280,9 +290,10 @@ function convertMessages(context: Context): Message[] { throw new Error("Unknown user content type"); } }), - }; + }); + break; case "assistant": - return { + result.push({ role: ConversationRole.ASSISTANT, content: m.content.map((c) => { switch (c.type) { @@ -300,22 +311,57 @@ function convertMessages(context: Context): Message[] { throw new Error("Unknown assistant content type"); } }), - }; - case "toolResult": - return { - role: ConversationRole.USER, - content: m.content.map((c) => ({ + }); + break; + case "toolResult": { + // Collect all consecutive toolResult messages into a single user message + // Bedrock requires all tool results to be in one message + const toolResults: ContentBlock.ToolResultMember[] = []; + + // Add current tool result + for (const c of m.content) { + toolResults.push({ toolResult: { toolUseId: m.toolCallId, content: [c.type === "image" ? { image: createImageBlock(c.mimeType, c.data) } : { text: c.text }], status: m.isError ? ToolResultStatus.ERROR : ToolResultStatus.SUCCESS, }, - })) as ContentBlock.ToolResultMember[], - }; + }); + } + + // Look ahead for consecutive toolResult messages + let j = i + 1; + while (j < messages.length && messages[j].role === "toolResult") { + const nextMsg = messages[j] as ToolResultMessage; + for (const c of nextMsg.content) { + toolResults.push({ + toolResult: { + toolUseId: nextMsg.toolCallId, + content: [ + c.type === "image" ? { image: createImageBlock(c.mimeType, c.data) } : { text: c.text }, + ], + status: nextMsg.isError ? ToolResultStatus.ERROR : ToolResultStatus.SUCCESS, + }, + }); + } + j++; + } + + // Skip the messages we've already processed + i = j - 1; + + result.push({ + role: ConversationRole.USER, + content: toolResults, + }); + break; + } default: throw new Error("Unknown message role"); } - }); + } + + return result; } function convertToolConfig( @@ -364,6 +410,34 @@ function mapStopReason(reason: string | undefined): StopReason { } } +function buildAdditionalModelRequestFields( + model: Model<"bedrock-converse-stream">, + options: BedrockOptions, +): Record | undefined { + if (!options.reasoning || !model.reasoning) { + return undefined; + } + + if (model.id.includes("anthropic.claude")) { + const budgets: Record = { + minimal: 1024, + low: 2048, + medium: 8192, + high: 16384, + xhigh: 16384, // Claude doesn't support xhigh, clamp to high + }; + + return { + thinking: { + type: "enabled", + budget_tokens: budgets[options.reasoning], + }, + }; + } + + return undefined; +} + function createImageBlock(mimeType: string, data: string) { let format: ImageFormat; switch (mimeType) { diff --git a/packages/ai/src/stream.ts b/packages/ai/src/stream.ts index 0c66f521a..60e0c24ec 100644 --- a/packages/ai/src/stream.ts +++ b/packages/ai/src/stream.ts @@ -230,8 +230,10 @@ function mapOptionsForApi( } case "bedrock-converse-stream": - // TODO: We should probably tweak reasoning config here? - return base satisfies BedrockOptions; + return { + ...base, + reasoning: options?.reasoning, + } satisfies BedrockOptions; case "openai-completions": return { diff --git a/packages/ai/test/stream.test.ts b/packages/ai/test/stream.test.ts index cb6ede832..63654d64b 100644 --- a/packages/ai/test/stream.test.ts +++ b/packages/ai/test/stream.test.ts @@ -356,7 +356,7 @@ describe("Generate E2E Tests", () => { await handleStreaming(llm); }); - it("should handle ", { retry: 3 }, async () => { + it("should handle thinking", { retry: 3 }, async () => { await handleThinking(llm, { thinking: { enabled: true, budgetTokens: 1024 } }); }); @@ -922,6 +922,14 @@ describe("Generate E2E Tests", () => { await handleStreaming(llm); }); + it("should handle thinking", { retry: 3 }, async () => { + await handleThinking(llm, { reasoning: "medium" }); + }); + + it("should handle multi-turn with thinking and tools", { retry: 3 }, async () => { + await multiTurn(llm, { reasoning: "high" }); + }); + it("should handle image input", { retry: 3 }, async () => { await handleImage(llm); }); From 9e215b1a19d1356cba7c9d0b46153891539ab7d0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 15:55:19 +0000 Subject: [PATCH 05/14] Add interleaved thinking for Claude family models in Amazon Bedrock provider --- packages/ai/src/providers/amazon-bedrock.ts | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts index fbb4e8266..e580ed68e 100644 --- a/packages/ai/src/providers/amazon-bedrock.ts +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -41,6 +41,8 @@ export interface BedrockOptions extends StreamOptions { toolChoice?: "auto" | "any" | "none" | { type: "tool"; name: string }; /* See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-reasoning.html for supported models. */ reasoning?: ThinkingLevel; + /* Only supported by Claude 4.x models, see https://docs.aws.amazon.com/bedrock/latest/userguide/claude-messages-extended-thinking.html#claude-messages-extended-thinking-tool-use-interleaved */ + interleavedThinking?: boolean; } type Block = (TextContent | ThinkingContent | ToolCall) & { index?: number; partialJson?: string }; @@ -427,12 +429,18 @@ function buildAdditionalModelRequestFields( xhigh: 16384, // Claude doesn't support xhigh, clamp to high }; - return { + const result: Record = { thinking: { type: "enabled", budget_tokens: budgets[options.reasoning], }, }; + + if (options.interleavedThinking) { + result.anthropic_beta = ["interleaved-thinking-2025-05-14"]; + } + + return result; } return undefined; From 557be3c6f52cfc37d05df1671481de52d9c8ee3e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 16:27:27 +0000 Subject: [PATCH 06/14] Add missing tests for Amazon Bedrock provider --- packages/ai/src/utils/overflow.ts | 1 + packages/ai/test/abort.test.ts | 12 +++ packages/ai/test/context-overflow.test.ts | 16 ++++ packages/ai/test/image-limits.test.ts | 105 ++++++++++++++++++++++ packages/ai/test/tokens.test.ts | 11 ++- 5 files changed, 144 insertions(+), 1 deletion(-) diff --git a/packages/ai/src/utils/overflow.ts b/packages/ai/src/utils/overflow.ts index 15c3c6cc1..8cb792644 100644 --- a/packages/ai/src/utils/overflow.ts +++ b/packages/ai/src/utils/overflow.ts @@ -24,6 +24,7 @@ import type { AssistantMessage } from "../types.js"; */ const OVERFLOW_PATTERNS = [ /prompt is too long/i, // Anthropic + /input is too long for requested model/i, // Amazon Bedrock /exceeds the context window/i, // OpenAI (Completions & Responses API) /input token count.*exceeds the maximum/i, // Google (Gemini) /maximum prompt length is \d+/i, // xAI (Grok) diff --git a/packages/ai/test/abort.test.ts b/packages/ai/test/abort.test.ts index 0108c50ca..8f72d5d71 100644 --- a/packages/ai/test/abort.test.ts +++ b/packages/ai/test/abort.test.ts @@ -154,4 +154,16 @@ describe("AI Providers Abort Tests", () => { await testImmediateAbort(llm, { apiKey: openaiCodexToken }); }); }); + + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock Provider Abort", () => { + const llm = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + + it("should abort mid-stream", { retry: 3 }, async () => { + await testAbortSignal(llm, { reasoning: "medium" }); + }); + + it("should handle immediate abort", { retry: 3 }, async () => { + await testImmediateAbort(llm); + }); + }); }); diff --git a/packages/ai/test/context-overflow.test.ts b/packages/ai/test/context-overflow.test.ts index 85e8855ab..5fbf3b184 100644 --- a/packages/ai/test/context-overflow.test.ts +++ b/packages/ai/test/context-overflow.test.ts @@ -284,6 +284,22 @@ describe("Context overflow error handling", () => { ); }); + // ============================================================================= + // Amazon Bedrock + // Expected pattern: "Input is too long for requested model" + // ============================================================================= + + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock", () => { + it("claude-sonnet-4-5 - should detect overflow via isContextOverflow", async () => { + const model = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + const result = await testContextOverflow(model, ""); + logResult(result); + + expect(result.stopReason).toBe("error"); + expect(isContextOverflow(result.response, model.contextWindow)).toBe(true); + }, 120000); + }); + // ============================================================================= // xAI // Expected pattern: "maximum prompt length is X but the request contains Y" diff --git a/packages/ai/test/image-limits.test.ts b/packages/ai/test/image-limits.test.ts index e12e99dbe..43e4f1fb7 100644 --- a/packages/ai/test/image-limits.test.ts +++ b/packages/ai/test/image-limits.test.ts @@ -840,6 +840,79 @@ describe("Image Limits E2E Tests", () => { }); }); + // ------------------------------------------------------------------------- + // Amazon Bedrock (claude-sonnet-4-5) + // Limits: 100 images (Anthropic), 5MB per image, 8000px max dimension + // ------------------------------------------------------------------------- + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock (claude-sonnet-4-5)", () => { + const model = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + + it("should accept a small number of images (5)", async () => { + const result = await testImageCount(model, 5, smallImage); + expect(result.success, result.error).toBe(true); + }); + + it("should find maximum image count limit", { timeout: 600000 }, async () => { + // Anthropic limit: 100 images + const { limit, lastError } = await findLimit((count) => testImageCount(model, count, smallImage), 20, 120, 20); + console.log(`\n Bedrock max images: ~${limit} (last error: ${lastError})`); + expect(limit).toBeGreaterThanOrEqual(80); + expect(limit).toBeLessThanOrEqual(100); + }); + + it("should find maximum image size limit", { timeout: 600000 }, async () => { + const MB = 1024 * 1024; + // Anthropic limit: 5MB per image + const sizes = [1, 2, 3, 4, 5, 6]; + + let lastSuccess = 0; + let lastError: string | undefined; + + for (const sizeMB of sizes) { + console.log(` Testing size: ${sizeMB}MB...`); + const imageBase64 = generateImageWithSize(sizeMB * MB, `size-${sizeMB}mb.png`); + const result = await testImageSize(model, imageBase64); + if (result.success) { + lastSuccess = sizeMB; + console.log(` SUCCESS`); + } else { + lastError = result.error; + console.log(` FAILED: ${result.error?.substring(0, 100)}`); + break; + } + } + + console.log(`\n Bedrock max image size: ~${lastSuccess}MB (last error: ${lastError})`); + expect(lastSuccess).toBeGreaterThanOrEqual(1); + }); + + it("should find maximum image dimension limit", { timeout: 600000 }, async () => { + // Anthropic limit: 8000px + const dimensions = [1000, 2000, 4000, 6000, 8000, 10000]; + + let lastSuccess = 0; + let lastError: string | undefined; + + for (const dim of dimensions) { + console.log(` Testing dimension: ${dim}x${dim}...`); + const imageBase64 = generateImage(dim, dim, `dim-${dim}.png`); + const result = await testImageDimensions(model, imageBase64); + if (result.success) { + lastSuccess = dim; + console.log(` SUCCESS`); + } else { + lastError = result.error; + console.log(` FAILED: ${result.error?.substring(0, 100)}`); + break; + } + } + + console.log(`\n Bedrock max dimension: ~${lastSuccess}px (last error: ${lastError})`); + expect(lastSuccess).toBeGreaterThanOrEqual(6000); + expect(lastSuccess).toBeLessThanOrEqual(8000); + }); + }); + // ========================================================================= // MAX SIZE IMAGES TEST // ========================================================================= @@ -898,6 +971,38 @@ describe("Image Limits E2E Tests", () => { }, ); + // Amazon Bedrock (Claude) - 5MB per image limit, same as Anthropic direct + // Using 3MB to stay under 5MB limit + it.skipIf(!process.env.AWS_PROFILE)( + "Bedrock: max ~3MB images before rejection", + { timeout: 900000 }, + async () => { + const model = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + const image3mb = getImageAtSize(3); + // Similar to Anthropic, test progressively + const counts = [1, 2, 4, 6, 8, 10, 12]; + + let lastSuccess = 0; + let lastError: string | undefined; + + for (const count of counts) { + console.log(` Testing ${count} x ~3MB images...`); + const result = await testImageCount(model, count, image3mb); + if (result.success) { + lastSuccess = count; + console.log(` SUCCESS`); + } else { + lastError = result.error; + console.log(` FAILED: ${result.error?.substring(0, 150)}`); + break; + } + } + + console.log(`\n Bedrock max ~3MB images: ${lastSuccess} (last error: ${lastError})`); + expect(lastSuccess).toBeGreaterThanOrEqual(1); + }, + ); + // OpenAI - 20MB per image documented, we found ≥25MB works // Test with 15MB images to stay safely under limit it.skipIf(!process.env.OPENAI_API_KEY)( diff --git a/packages/ai/test/tokens.test.ts b/packages/ai/test/tokens.test.ts index f6b86f622..ba66ab5bc 100644 --- a/packages/ai/test/tokens.test.ts +++ b/packages/ai/test/tokens.test.ts @@ -44,7 +44,7 @@ async function testTokensOnAbort(llm: Model, options: Op expect(msg.stopReason).toBe("aborted"); - // OpenAI providers, OpenAI Codex, Gemini CLI, zai, and the GPT-OSS model on Antigravity only send usage in the final chunk, + // OpenAI providers, OpenAI Codex, Gemini CLI, zai, Amazon Bedrock, and the GPT-OSS model on Antigravity only send usage in the final chunk, // so when aborted they have no token stats Anthropic and Google send usage information early in the stream if ( llm.api === "openai-completions" || @@ -52,6 +52,7 @@ async function testTokensOnAbort(llm: Model, options: Op llm.api === "openai-codex-responses" || llm.provider === "google-gemini-cli" || llm.provider === "zai" || + llm.provider === "amazon-bedrock" || (llm.provider === "google-antigravity" && llm.id.includes("gpt-oss")) ) { expect(msg.usage.input).toBe(0); @@ -230,4 +231,12 @@ describe("Token Statistics on Abort", () => { }, ); }); + + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock Provider", () => { + const llm = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + + it("should include token stats when aborted mid-stream", { retry: 3, timeout: 30000 }, async () => { + await testTokensOnAbort(llm); + }); + }); }); From e5cb83b502a6a1b5562cb42694673f271898fbca Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 16:29:59 +0000 Subject: [PATCH 07/14] Update TODO in `generate-models.ts` script regarding Amazon Bedrock models --- packages/ai/scripts/generate-models.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/packages/ai/scripts/generate-models.ts b/packages/ai/scripts/generate-models.ts index 99b698fb8..0fb9396a8 100644 --- a/packages/ai/scripts/generate-models.ts +++ b/packages/ai/scripts/generate-models.ts @@ -118,7 +118,7 @@ async function loadModelsDevData(): Promise[]> { // See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html#inference-profiles-support-system if (id.includes("anthropic.claude-haiku-4-5") || id.includes("anthropic.claude-sonnet-4")) { - // TODO: Add other models. Can we get this information from models.dev or AWS SDK? + // TODO: Remove this once https://github.com/anomalyco/models.dev/pull/607 is merged. id = "global." + id; } From c27634cd79bb13bec498f9b3e8737176104120cf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 17:10:19 +0000 Subject: [PATCH 08/14] Add e2e agent tests for Amazon Bedrock provider --- packages/agent/test/e2e.test.ts | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/packages/agent/test/e2e.test.ts b/packages/agent/test/e2e.test.ts index 7996543a0..426e05a12 100644 --- a/packages/agent/test/e2e.test.ts +++ b/packages/agent/test/e2e.test.ts @@ -324,6 +324,30 @@ describe("Agent E2E Tests", () => { await multiTurnConversation(model); }); }); + + describe.skipIf(!process.env.AWS_PROFILE)("Amazon Bedrock Provider (claude-sonnet-4-5)", () => { + const model = getModel("amazon-bedrock", "global.anthropic.claude-sonnet-4-5-20250929-v1:0"); + + it("should handle basic text prompt", async () => { + await basicPrompt(model); + }); + + it("should execute tools correctly", async () => { + await toolExecution(model); + }); + + it("should handle abort during execution", async () => { + await abortExecution(model); + }); + + it("should emit state updates during streaming", async () => { + await stateUpdates(model); + }); + + it("should maintain context across multiple turns", async () => { + await multiTurnConversation(model); + }); + }); }); describe("Agent.continue()", () => { From 3ccba8209f607f22e7e6f30e85fe7a549a4f3193 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 17:10:19 +0000 Subject: [PATCH 09/14] Make Amazon Bedrock models available in the coding agent --- packages/ai/src/stream.ts | 7 +++++++ packages/coding-agent/README.md | 13 +++++++++++++ packages/coding-agent/src/cli/args.ts | 2 ++ packages/coding-agent/src/cli/list-models.ts | 2 +- packages/coding-agent/src/core/model-registry.ts | 2 ++ 5 files changed, 25 insertions(+), 1 deletion(-) diff --git a/packages/ai/src/stream.ts b/packages/ai/src/stream.ts index 60e0c24ec..d57c354be 100644 --- a/packages/ai/src/stream.ts +++ b/packages/ai/src/stream.ts @@ -68,6 +68,13 @@ export function getEnvApiKey(provider: any): string | undefined { } } + if (provider === "amazon-bedrock") { + // Amazon Bedrock provider doesn't use API keys, it will use provided `AWS_PROFILE` to source AWS credentials. + if (process.env.AWS_PROFILE) { + return ""; + } + } + const envMap: Record = { openai: "OPENAI_API_KEY", google: "GEMINI_API_KEY", diff --git a/packages/coding-agent/README.md b/packages/coding-agent/README.md index 9e15f499e..e02e55734 100644 --- a/packages/coding-agent/README.md +++ b/packages/coding-agent/README.md @@ -210,6 +210,19 @@ Credentials stored in `~/.pi/agent/auth.json`. Use `/logout` to clear. - **Token expired / refresh failed:** Run `/login` again for the provider to refresh credentials. - **Usage limits (429):** Wait for the reset window; pi will surface a friendly message with the approximate retry time. +**Amazon Bedrock:** + +Amazon Bedrock uses AWS credentials instead of API keys. Configure via AWS profile: + +```bash +export AWS_PROFILE=your-profile-name +export AWS_REGION=us-east-1 # or your preferred region + +pi --provider amazon-bedrock --model global.anthropic.claude-sonnet-4-5-20250929-v1:0 +``` + +See [Supported foundation models in Amazon Bedrock](https://docs.aws.amazon.com/bedrock/latest/userguide/models-supported.html). + ### Quick Start ```bash diff --git a/packages/coding-agent/src/cli/args.ts b/packages/coding-agent/src/cli/args.ts index d953ced92..2e938d063 100644 --- a/packages/coding-agent/src/cli/args.ts +++ b/packages/coding-agent/src/cli/args.ts @@ -243,6 +243,8 @@ ${chalk.bold("Environment Variables:")} XAI_API_KEY - xAI Grok API key OPENROUTER_API_KEY - OpenRouter API key ZAI_API_KEY - ZAI API key + AWS_PROFILE - AWS profile for Amazon Bedrock + AWS_REGION - AWS region for Amazon Bedrock (e.g., us-east-1) ${ENV_AGENT_DIR.padEnd(23)} - Session storage directory (default: ~/${CONFIG_DIR_NAME}/agent) ${chalk.bold("Available Tools (default: read, bash, edit, write):")} diff --git a/packages/coding-agent/src/cli/list-models.ts b/packages/coding-agent/src/cli/list-models.ts index 4e0700044..f4dd094e3 100644 --- a/packages/coding-agent/src/cli/list-models.ts +++ b/packages/coding-agent/src/cli/list-models.ts @@ -25,7 +25,7 @@ function formatTokenCount(count: number): string { * List available models, optionally filtered by search pattern */ export async function listModels(modelRegistry: ModelRegistry, searchPattern?: string): Promise { - const models = await modelRegistry.getAvailable(); + const models = modelRegistry.getAvailable(); if (models.length === 0) { console.log("No models available. Set API keys in environment variables."); diff --git a/packages/coding-agent/src/core/model-registry.ts b/packages/coding-agent/src/core/model-registry.ts index 3208e1e57..43c55f8e7 100644 --- a/packages/coding-agent/src/core/model-registry.ts +++ b/packages/coding-agent/src/core/model-registry.ts @@ -37,6 +37,7 @@ const ModelDefinitionSchema = Type.Object({ Type.Literal("openai-codex-responses"), Type.Literal("anthropic-messages"), Type.Literal("google-generative-ai"), + Type.Literal("bedrock-converse-stream"), ]), ), reasoning: Type.Boolean(), @@ -63,6 +64,7 @@ const ProviderConfigSchema = Type.Object({ Type.Literal("openai-codex-responses"), Type.Literal("anthropic-messages"), Type.Literal("google-generative-ai"), + Type.Literal("bedrock-converse-stream"), ]), ), headers: Type.Optional(Type.Record(Type.String(), Type.String())), From a5ba3f60a45f21130a1d966e647c6c0268b1fa56 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 19:32:46 +0000 Subject: [PATCH 10/14] Update `generate-models.ts` for cross-region inference for Amazon Bedrock models --- packages/ai/scripts/generate-models.ts | 38 +- packages/ai/src/models.generated.ts | 668 +++++++++++-------------- 2 files changed, 318 insertions(+), 388 deletions(-) diff --git a/packages/ai/scripts/generate-models.ts b/packages/ai/scripts/generate-models.ts index 0fb9396a8..8afe05605 100644 --- a/packages/ai/scripts/generate-models.ts +++ b/packages/ai/scripts/generate-models.ts @@ -113,15 +113,47 @@ async function loadModelsDevData(): Promise[]> { let id = modelId; + if (id.startsWith("ai21.jamba")) { + // These models doesn't support tool use in streaming mode + continue; + } + + if (id.startsWith("amazon.titan-text-express") || + id.startsWith("mistral.mistral-7b-instruct-v0")) { + // These models doesn't support system messages + continue; + } + // Some Amazon Bedrock models require cross-region inference profiles to work. // To use cross-region inference, we need to add a region prefix to the models. // See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html#inference-profiles-support-system - if (id.includes("anthropic.claude-haiku-4-5") || - id.includes("anthropic.claude-sonnet-4")) { - // TODO: Remove this once https://github.com/anomalyco/models.dev/pull/607 is merged. + // TODO: Remove Claude models once https://github.com/anomalyco/models.dev/pull/607 is merged, and follow-up with other models. + + // Models with global cross-region inference profiles + if (id.startsWith("anthropic.claude-haiku-4-5") || + id.startsWith("anthropic.claude-sonnet-4") || + id.startsWith("anthropic.claude-opus-4-5") || + id.startsWith("amazon.nova-2-lite") || + id.startsWith("cohere.embed-v4") || + id.startsWith("twelvelabs.pegasus-1-2")) { id = "global." + id; } + // Models with US cross-region inference profiles + if (id.startsWith("amazon.nova-lite") || + id.startsWith("amazon.nova-micro") || + id.startsWith("amazon.nova-premier") || + id.startsWith("amazon.nova-pro") || + id.startsWith("anthropic.claude-3-7-sonnet") || + id.startsWith("anthropic.claude-opus-4-1") || + id.startsWith("anthropic.claude-opus-4-20250514") || + id.startsWith("deepseek.r1") || + id.startsWith("meta.llama3-2") || + id.startsWith("meta.llama3-3") || + id.startsWith("meta.llama4")) { + id = "us." + id; + } + models.push({ id, name: m.name || id, diff --git a/packages/ai/src/models.generated.ts b/packages/ai/src/models.generated.ts index 3ccb0db47..e4bae6fe0 100644 --- a/packages/ai/src/models.generated.ts +++ b/packages/ai/src/models.generated.ts @@ -5,159 +5,6 @@ import type { Model } from "./types.js"; export const MODELS = { "amazon-bedrock": { - "ai21.jamba-1-5-large-v1:0": { - id: "ai21.jamba-1-5-large-v1:0", - name: "Jamba 1.5 Large", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 2, - output: 8, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 256000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "ai21.jamba-1-5-mini-v1:0": { - id: "ai21.jamba-1-5-mini-v1:0", - name: "Jamba 1.5 Mini", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.2, - output: 0.4, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 256000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "amazon.nova-2-lite-v1:0": { - id: "amazon.nova-2-lite-v1:0", - name: "Nova 2 Lite", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.33, - output: 2.75, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "amazon.nova-lite-v1:0": { - id: "amazon.nova-lite-v1:0", - name: "Nova Lite", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.06, - output: 0.24, - cacheRead: 0.015, - cacheWrite: 0, - }, - contextWindow: 300000, - maxTokens: 8192, - } satisfies Model<"bedrock-converse-stream">, - "amazon.nova-micro-v1:0": { - id: "amazon.nova-micro-v1:0", - name: "Nova Micro", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.035, - output: 0.14, - cacheRead: 0.00875, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 8192, - } satisfies Model<"bedrock-converse-stream">, - "amazon.nova-premier-v1:0": { - id: "amazon.nova-premier-v1:0", - name: "Nova Premier", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text", "image"], - cost: { - input: 2.5, - output: 12.5, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 1000000, - maxTokens: 16384, - } satisfies Model<"bedrock-converse-stream">, - "amazon.nova-pro-v1:0": { - id: "amazon.nova-pro-v1:0", - name: "Nova Pro", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.8, - output: 3.2, - cacheRead: 0.2, - cacheWrite: 0, - }, - contextWindow: 300000, - maxTokens: 8192, - } satisfies Model<"bedrock-converse-stream">, - "amazon.titan-text-express-v1": { - id: "amazon.titan-text-express-v1", - name: "Titan Text G1 - Express", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.2, - output: 0.6, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "amazon.titan-text-express-v1:0:8k": { - id: "amazon.titan-text-express-v1:0:8k", - name: "Titan Text G1 - Express", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.2, - output: 0.6, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, "anthropic.claude-3-5-haiku-20241022-v1:0": { id: "anthropic.claude-3-5-haiku-20241022-v1:0", name: "Claude Haiku 3.5", @@ -209,23 +56,6 @@ export const MODELS = { contextWindow: 200000, maxTokens: 8192, } satisfies Model<"bedrock-converse-stream">, - "anthropic.claude-3-7-sonnet-20250219-v1:0": { - id: "anthropic.claude-3-7-sonnet-20250219-v1:0", - name: "Claude Sonnet 3.7", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 3, - output: 15, - cacheRead: 0.3, - cacheWrite: 3.75, - }, - contextWindow: 200000, - maxTokens: 8192, - } satisfies Model<"bedrock-converse-stream">, "anthropic.claude-3-haiku-20240307-v1:0": { id: "anthropic.claude-3-haiku-20240307-v1:0", name: "Claude Haiku 3", @@ -277,57 +107,6 @@ export const MODELS = { contextWindow: 200000, maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, - "anthropic.claude-opus-4-1-20250805-v1:0": { - id: "anthropic.claude-opus-4-1-20250805-v1:0", - name: "Claude Opus 4.1", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text", "image"], - cost: { - input: 15, - output: 75, - cacheRead: 1.5, - cacheWrite: 18.75, - }, - contextWindow: 200000, - maxTokens: 32000, - } satisfies Model<"bedrock-converse-stream">, - "anthropic.claude-opus-4-20250514-v1:0": { - id: "anthropic.claude-opus-4-20250514-v1:0", - name: "Claude Opus 4", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text", "image"], - cost: { - input: 15, - output: 75, - cacheRead: 1.5, - cacheWrite: 18.75, - }, - contextWindow: 200000, - maxTokens: 32000, - } satisfies Model<"bedrock-converse-stream">, - "anthropic.claude-opus-4-5-20251101-v1:0": { - id: "anthropic.claude-opus-4-5-20251101-v1:0", - name: "Claude Opus 4.5", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text", "image"], - cost: { - input: 5, - output: 25, - cacheRead: 1.5, - cacheWrite: 18.75, - }, - contextWindow: 200000, - maxTokens: 64000, - } satisfies Model<"bedrock-converse-stream">, "cohere.command-r-plus-v1:0": { id: "cohere.command-r-plus-v1:0", name: "Command R+", @@ -362,39 +141,39 @@ export const MODELS = { contextWindow: 128000, maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, - "deepseek.r1-v1:0": { - id: "deepseek.r1-v1:0", - name: "DeepSeek-R1", + "deepseek.v3-v1:0": { + id: "deepseek.v3-v1:0", + name: "DeepSeek-V3.1", api: "bedrock-converse-stream", provider: "amazon-bedrock", baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", reasoning: true, input: ["text"], cost: { - input: 1.35, - output: 5.4, + input: 0.58, + output: 1.68, cacheRead: 0, cacheWrite: 0, }, - contextWindow: 128000, - maxTokens: 32768, + contextWindow: 163840, + maxTokens: 81920, } satisfies Model<"bedrock-converse-stream">, - "deepseek.v3-v1:0": { - id: "deepseek.v3-v1:0", - name: "DeepSeek-V3.1", + "global.amazon.nova-2-lite-v1:0": { + id: "global.amazon.nova-2-lite-v1:0", + name: "Nova 2 Lite", api: "bedrock-converse-stream", provider: "amazon-bedrock", baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: true, - input: ["text"], + reasoning: false, + input: ["text", "image"], cost: { - input: 0.58, - output: 1.68, + input: 0.33, + output: 2.75, cacheRead: 0, cacheWrite: 0, }, - contextWindow: 163840, - maxTokens: 81920, + contextWindow: 128000, + maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, "global.anthropic.claude-haiku-4-5-20251001-v1:0": { id: "global.anthropic.claude-haiku-4-5-20251001-v1:0", @@ -415,7 +194,7 @@ export const MODELS = { } satisfies Model<"bedrock-converse-stream">, "global.anthropic.claude-opus-4-5-20251101-v1:0": { id: "global.anthropic.claude-opus-4-5-20251101-v1:0", - name: "Claude Opus 4.5 (Global)", + name: "Claude Opus 4.5", api: "bedrock-converse-stream", provider: "amazon-bedrock", baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", @@ -508,148 +287,29 @@ export const MODELS = { input: ["text"], cost: { input: 0.72, - output: 0.72, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-1-8b-instruct-v1:0": { - id: "meta.llama3-1-8b-instruct-v1:0", - name: "Llama 3.1 8B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.22, - output: 0.22, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-2-11b-instruct-v1:0": { - id: "meta.llama3-2-11b-instruct-v1:0", - name: "Llama 3.2 11B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.16, - output: 0.16, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-2-1b-instruct-v1:0": { - id: "meta.llama3-2-1b-instruct-v1:0", - name: "Llama 3.2 1B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.1, - output: 0.1, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 131000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-2-3b-instruct-v1:0": { - id: "meta.llama3-2-3b-instruct-v1:0", - name: "Llama 3.2 3B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.15, - output: 0.15, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 131000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-2-90b-instruct-v1:0": { - id: "meta.llama3-2-90b-instruct-v1:0", - name: "Llama 3.2 90B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.72, - output: 0.72, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama3-3-70b-instruct-v1:0": { - id: "meta.llama3-3-70b-instruct-v1:0", - name: "Llama 3.3 70B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.72, - output: 0.72, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 128000, - maxTokens: 4096, - } satisfies Model<"bedrock-converse-stream">, - "meta.llama4-maverick-17b-instruct-v1:0": { - id: "meta.llama4-maverick-17b-instruct-v1:0", - name: "Llama 4 Maverick 17B Instruct", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text", "image"], - cost: { - input: 0.24, - output: 0.97, + output: 0.72, cacheRead: 0, cacheWrite: 0, }, - contextWindow: 1000000, - maxTokens: 16384, + contextWindow: 128000, + maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, - "meta.llama4-scout-17b-instruct-v1:0": { - id: "meta.llama4-scout-17b-instruct-v1:0", - name: "Llama 4 Scout 17B Instruct", + "meta.llama3-1-8b-instruct-v1:0": { + id: "meta.llama3-1-8b-instruct-v1:0", + name: "Llama 3.1 8B Instruct", api: "bedrock-converse-stream", provider: "amazon-bedrock", baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", reasoning: false, - input: ["text", "image"], + input: ["text"], cost: { - input: 0.17, - output: 0.66, + input: 0.22, + output: 0.22, cacheRead: 0, cacheWrite: 0, }, - contextWindow: 3500000, - maxTokens: 16384, + contextWindow: 128000, + maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, "minimax.minimax-m2": { id: "minimax.minimax-m2", @@ -702,23 +362,6 @@ export const MODELS = { contextWindow: 128000, maxTokens: 4096, } satisfies Model<"bedrock-converse-stream">, - "mistral.mistral-7b-instruct-v0:2": { - id: "mistral.mistral-7b-instruct-v0:2", - name: "Mistral-7B-Instruct-v0.3", - api: "bedrock-converse-stream", - provider: "amazon-bedrock", - baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", - reasoning: false, - input: ["text"], - cost: { - input: 0.11, - output: 0.11, - cacheRead: 0, - cacheWrite: 0, - }, - contextWindow: 127000, - maxTokens: 127000, - } satisfies Model<"bedrock-converse-stream">, "mistral.mistral-large-2402-v1:0": { id: "mistral.mistral-large-2402-v1:0", name: "Mistral Large (24.02)", @@ -991,6 +634,261 @@ export const MODELS = { contextWindow: 262000, maxTokens: 262000, } satisfies Model<"bedrock-converse-stream">, + "us.amazon.nova-lite-v1:0": { + id: "us.amazon.nova-lite-v1:0", + name: "Nova Lite", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.06, + output: 0.24, + cacheRead: 0.015, + cacheWrite: 0, + }, + contextWindow: 300000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "us.amazon.nova-micro-v1:0": { + id: "us.amazon.nova-micro-v1:0", + name: "Nova Micro", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.035, + output: 0.14, + cacheRead: 0.00875, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "us.amazon.nova-premier-v1:0": { + id: "us.amazon.nova-premier-v1:0", + name: "Nova Premier", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 2.5, + output: 12.5, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 1000000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "us.amazon.nova-pro-v1:0": { + id: "us.amazon.nova-pro-v1:0", + name: "Nova Pro", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.8, + output: 3.2, + cacheRead: 0.2, + cacheWrite: 0, + }, + contextWindow: 300000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "us.anthropic.claude-3-7-sonnet-20250219-v1:0": { + id: "us.anthropic.claude-3-7-sonnet-20250219-v1:0", + name: "Claude Sonnet 3.7", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 3, + output: 15, + cacheRead: 0.3, + cacheWrite: 3.75, + }, + contextWindow: 200000, + maxTokens: 8192, + } satisfies Model<"bedrock-converse-stream">, + "us.anthropic.claude-opus-4-1-20250805-v1:0": { + id: "us.anthropic.claude-opus-4-1-20250805-v1:0", + name: "Claude Opus 4.1", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 15, + output: 75, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 32000, + } satisfies Model<"bedrock-converse-stream">, + "us.anthropic.claude-opus-4-20250514-v1:0": { + id: "us.anthropic.claude-opus-4-20250514-v1:0", + name: "Claude Opus 4", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text", "image"], + cost: { + input: 15, + output: 75, + cacheRead: 1.5, + cacheWrite: 18.75, + }, + contextWindow: 200000, + maxTokens: 32000, + } satisfies Model<"bedrock-converse-stream">, + "us.deepseek.r1-v1:0": { + id: "us.deepseek.r1-v1:0", + name: "DeepSeek-R1", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: true, + input: ["text"], + cost: { + input: 1.35, + output: 5.4, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 32768, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama3-2-11b-instruct-v1:0": { + id: "us.meta.llama3-2-11b-instruct-v1:0", + name: "Llama 3.2 11B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.16, + output: 0.16, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama3-2-1b-instruct-v1:0": { + id: "us.meta.llama3-2-1b-instruct-v1:0", + name: "Llama 3.2 1B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.1, + output: 0.1, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 131000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama3-2-3b-instruct-v1:0": { + id: "us.meta.llama3-2-3b-instruct-v1:0", + name: "Llama 3.2 3B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.15, + output: 0.15, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 131000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama3-2-90b-instruct-v1:0": { + id: "us.meta.llama3-2-90b-instruct-v1:0", + name: "Llama 3.2 90B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.72, + output: 0.72, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama3-3-70b-instruct-v1:0": { + id: "us.meta.llama3-3-70b-instruct-v1:0", + name: "Llama 3.3 70B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text"], + cost: { + input: 0.72, + output: 0.72, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 128000, + maxTokens: 4096, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama4-maverick-17b-instruct-v1:0": { + id: "us.meta.llama4-maverick-17b-instruct-v1:0", + name: "Llama 4 Maverick 17B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.24, + output: 0.97, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 1000000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, + "us.meta.llama4-scout-17b-instruct-v1:0": { + id: "us.meta.llama4-scout-17b-instruct-v1:0", + name: "Llama 4 Scout 17B Instruct", + api: "bedrock-converse-stream", + provider: "amazon-bedrock", + baseUrl: "https://bedrock-runtime.us-east-1.amazonaws.com", + reasoning: false, + input: ["text", "image"], + cost: { + input: 0.17, + output: 0.66, + cacheRead: 0, + cacheWrite: 0, + }, + contextWindow: 3500000, + maxTokens: 16384, + } satisfies Model<"bedrock-converse-stream">, }, "anthropic": { "claude-3-5-haiku-20241022": { From 6e236ccfd23a74b6fe89594303abb0b397349126 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 19:32:46 +0000 Subject: [PATCH 11/14] Add a test suite for testing all Amazon Bedrock models --- packages/ai/test/bedrock-models.test.ts | 65 +++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 packages/ai/test/bedrock-models.test.ts diff --git a/packages/ai/test/bedrock-models.test.ts b/packages/ai/test/bedrock-models.test.ts new file mode 100644 index 000000000..f6951f9ba --- /dev/null +++ b/packages/ai/test/bedrock-models.test.ts @@ -0,0 +1,65 @@ +/** + * A test suite to ensure all configured Amazon Bedrock models are usable. + * + * This is here to make sure we got correct model identifiers from models.dev and other sources. + * Because Amazon Bedrock requires cross-region inference in some models, + * plain model identifiers are not always usable and it requires tweaking of model identifiers to use cross-region inference. + * See https://docs.aws.amazon.com/bedrock/latest/userguide/inference-profiles-support.html#inference-profiles-support-system for more details. + * + * This test suite is not enabled by default unless `AWS_PROFILE` and `BEDROCK_EXTENSIVE_MODEL_TEST` environment variables are passes. + * This test suite takes ~2 minutes to run. Because not all models are available in all regions, + * it's recommended to use `us-west-2` region for best coverage for running this test suite. + * + * You can run this test suite with: + * ```bash + * $ AWS_REGION=us-west-2 BEDROCK_EXTENSIVE_MODEL_TEST=1 AWS_PROFILE=... npm test -- ./test/bedrock-models.test.ts + * ``` + */ + +import { describe, expect, it } from "vitest"; +import { getModels } from "../src/models.js"; +import { complete } from "../src/stream.js"; +import type { Context } from "../src/types.js"; + +describe("Amazon Bedrock Models", () => { + const models = getModels("amazon-bedrock"); + + it("should get all available Bedrock models", () => { + expect(models.length).toBeGreaterThan(0); + console.log(`Found ${models.length} Bedrock models`); + }); + + if (process.env.AWS_PROFILE && process.env.BEDROCK_EXTENSIVE_MODEL_TEST) { + for (const model of models) { + it(`should make a simple request with ${model.id}`, { timeout: 10_000 }, async () => { + const context: Context = { + systemPrompt: "You are a helpful assistant. Be extremely concise.", + messages: [ + { + role: "user", + content: "Reply with exactly: 'OK'", + timestamp: Date.now(), + }, + ], + }; + + const response = await complete(model, context); + + expect(response.role).toBe("assistant"); + expect(response.content).toBeTruthy(); + expect(response.content.length).toBeGreaterThan(0); + expect(response.usage.input + response.usage.cacheRead).toBeGreaterThan(0); + expect(response.usage.output).toBeGreaterThan(0); + expect(response.errorMessage).toBeFalsy(); + + const textContent = response.content + .filter((b) => b.type === "text") + .map((b) => (b.type === "text" ? b.text : "")) + .join("") + .trim(); + expect(textContent).toBeTruthy(); + console.log(`${model.id}: ${textContent.substring(0, 100)}`); + }); + } + } +}); From f415a76a63755bdbc0b911b08af4489a5453225f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Tue, 6 Jan 2026 19:56:12 +0000 Subject: [PATCH 12/14] Make sure to handle empty (e.g. aborted) content blocks in Amazon Bedrock provider --- packages/ai/src/providers/amazon-bedrock.ts | 53 ++++++++++++++------- packages/ai/test/abort.test.ts | 33 +++++++++++++ 2 files changed, 69 insertions(+), 17 deletions(-) diff --git a/packages/ai/src/providers/amazon-bedrock.ts b/packages/ai/src/providers/amazon-bedrock.ts index e580ed68e..942009e3c 100644 --- a/packages/ai/src/providers/amazon-bedrock.ts +++ b/packages/ai/src/providers/amazon-bedrock.ts @@ -294,27 +294,46 @@ function convertMessages(context: Context): Message[] { }), }); break; - case "assistant": + case "assistant": { + // Skip assistant messages with empty content (e.g., from aborted requests) + // Bedrock rejects messages with empty content arrays + if (m.content.length === 0) { + continue; + } + const contentBlocks: ContentBlock[] = []; + for (const c of m.content) { + switch (c.type) { + case "text": + // Skip empty text blocks + if (c.text.trim().length === 0) continue; + contentBlocks.push({ text: c.text }); + break; + case "toolCall": + contentBlocks.push({ + toolUse: { toolUseId: c.id, name: c.name, input: c.arguments }, + }); + break; + case "thinking": + // Skip empty thinking blocks + if (c.thinking.trim().length === 0) continue; + contentBlocks.push({ + reasoningContent: { reasoningText: { text: c.thinking, signature: c.thinkingSignature } }, + }); + break; + default: + throw new Error("Unknown assistant content type"); + } + } + // Skip if all content blocks were filtered out + if (contentBlocks.length === 0) { + continue; + } result.push({ role: ConversationRole.ASSISTANT, - content: m.content.map((c) => { - switch (c.type) { - case "text": - return { text: c.text }; - case "toolCall": - return { - toolUse: { toolUseId: c.id, name: c.name, input: c.arguments }, - }; - case "thinking": - return { - reasoningContent: { reasoningText: { text: c.thinking, signature: c.thinkingSignature } }, - }; - default: - throw new Error("Unknown assistant content type"); - } - }), + content: contentBlocks, }); break; + } case "toolResult": { // Collect all consecutive toolResult messages into a single user message // Bedrock requires all tool results to be in one message diff --git a/packages/ai/test/abort.test.ts b/packages/ai/test/abort.test.ts index 8f72d5d71..c68025ba2 100644 --- a/packages/ai/test/abort.test.ts +++ b/packages/ai/test/abort.test.ts @@ -66,6 +66,35 @@ async function testImmediateAbort(llm: Model, options: O expect(response.stopReason).toBe("aborted"); } +async function testAbortThenNewMessage(llm: Model, options: OptionsForApi = {}) { + // First request: abort immediately before any response content arrives + const controller = new AbortController(); + controller.abort(); + + const context: Context = { + messages: [{ role: "user", content: "Hello, how are you?", timestamp: Date.now() }], + }; + + const abortedResponse = await complete(llm, context, { ...options, signal: controller.signal }); + expect(abortedResponse.stopReason).toBe("aborted"); + // The aborted message has empty content since we aborted before anything arrived + expect(abortedResponse.content.length).toBe(0); + + // Add the aborted assistant message to context (this is what happens in the real coding agent) + context.messages.push(abortedResponse); + + // Second request: send a new message - this should work even with the aborted message in context + context.messages.push({ + role: "user", + content: "What is 2 + 2?", + timestamp: Date.now(), + }); + + const followUp = await complete(llm, context, options); + expect(followUp.stopReason).toBe("stop"); + expect(followUp.content.length).toBeGreaterThan(0); +} + describe("AI Providers Abort Tests", () => { describe.skipIf(!process.env.GEMINI_API_KEY)("Google Provider Abort", () => { const llm = getModel("google", "gemini-2.5-flash"); @@ -165,5 +194,9 @@ describe("AI Providers Abort Tests", () => { it("should handle immediate abort", { retry: 3 }, async () => { await testImmediateAbort(llm); }); + + it("should handle abort then new message", { retry: 3 }, async () => { + await testAbortThenNewMessage(llm); + }); }); }); From c4f76807ba0b6f62f70e7ff07e04296573e399c4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Thu, 8 Jan 2026 11:53:41 +0000 Subject: [PATCH 13/14] Add CHANGELOG entry for Amazon Bedrock provider --- packages/ai/CHANGELOG.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/packages/ai/CHANGELOG.md b/packages/ai/CHANGELOG.md index 251e1aff2..5d7c11899 100644 --- a/packages/ai/CHANGELOG.md +++ b/packages/ai/CHANGELOG.md @@ -2,6 +2,10 @@ ## [Unreleased] +### Added + +- Add Amazon Bedrock provider ([#494](https://github.com/badlogic/pi-mono/pull/494) by [@unexge](https://github.com/unexge)) + ## [0.42.0] - 2026-01-09 ### Added From 320fc52a4a1a490441be1d76e9fd5074d38f59e8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Burak=20Varl=C4=B1?= Date: Thu, 8 Jan 2026 12:01:32 +0000 Subject: [PATCH 14/14] Re-generate models