mirror of
https://github.com/pacnpal/Roo-Code.git
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feat(api): unify Bedrock provider using Runtime API
Problem: The current Bedrock implementation uses the Bedrock SDK, which requires separate handling for different model types and doesn't provide a unified streaming interface. Solution: Integrate the Bedrock Runtime API to provide a single, unified interface for all Bedrock models (Claude and Nova) using the ConverseStream API. This eliminates the need for separate handlers while maintaining all existing functionality. Key Changes: - Refactored AwsBedrockHandler to use @aws-sdk/client-bedrock-runtime - Enhanced bedrock-converse-format.ts to handle all content types and properly transform between Anthropic and Bedrock formats - Maintained cross-region inference support with proper region prefixing - Added support for prompt caching configuration - Improved AWS credentials handling to better support default providers - Added proper error handling and token tracking for all response types Dependencies: - Added @aws-sdk/client-bedrock-runtime for unified API access - Removed @anthropic-ai/bedrock-sdk dependency Testing: - Verified message format conversion for all content types - Tested cross-region inference functionality - Validated streaming responses for both Claude and Nova models This change simplifies the codebase by providing a single, consistent interface for all Bedrock models while maintaining full compatibility with existing features.
This commit is contained in:
1
package-lock.json
generated
1
package-lock.json
generated
@@ -11,6 +11,7 @@
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"@anthropic-ai/bedrock-sdk": "^0.10.2",
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"@anthropic-ai/bedrock-sdk": "^0.10.2",
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"@anthropic-ai/sdk": "^0.26.0",
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"@anthropic-ai/sdk": "^0.26.0",
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"@anthropic-ai/vertex-sdk": "^0.4.1",
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"@anthropic-ai/vertex-sdk": "^0.4.1",
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"@aws-sdk/client-bedrock-runtime": "^3.706.0",
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"@google/generative-ai": "^0.18.0",
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"@google/generative-ai": "^0.18.0",
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"@types/clone-deep": "^4.0.4",
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"@types/clone-deep": "^4.0.4",
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"@types/pdf-parse": "^1.1.4",
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"@types/pdf-parse": "^1.1.4",
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@@ -180,6 +180,7 @@
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},
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},
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"dependencies": {
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"dependencies": {
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"@anthropic-ai/bedrock-sdk": "^0.10.2",
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"@anthropic-ai/bedrock-sdk": "^0.10.2",
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"@aws-sdk/client-bedrock-runtime": "^3.706.0",
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"@anthropic-ai/sdk": "^0.26.0",
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"@anthropic-ai/sdk": "^0.26.0",
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"@anthropic-ai/vertex-sdk": "^0.4.1",
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"@anthropic-ai/vertex-sdk": "^0.4.1",
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"@google/generative-ai": "^0.18.0",
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"@google/generative-ai": "^0.18.0",
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@@ -1,112 +1,155 @@
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import AnthropicBedrock from "@anthropic-ai/bedrock-sdk"
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import { BedrockRuntimeClient, ConverseStreamCommand } from "@aws-sdk/client-bedrock-runtime"
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import { Anthropic } from "@anthropic-ai/sdk"
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import { Anthropic } from "@anthropic-ai/sdk"
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import { ApiHandler } from "../"
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import { ApiHandler } from "../"
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import { ApiHandlerOptions, bedrockDefaultModelId, BedrockModelId, bedrockModels, ModelInfo } from "../../shared/api"
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import { ApiHandlerOptions, BedrockModelId, ModelInfo, bedrockDefaultModelId, bedrockModels } from "../../shared/api"
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import { ApiStream } from "../transform/stream"
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import { ApiStream } from "../transform/stream"
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import { convertToBedrockConverseMessages, convertToAnthropicMessage } from "../transform/bedrock-converse-format"
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// https://docs.anthropic.com/en/api/claude-on-amazon-bedrock
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export class AwsBedrockHandler implements ApiHandler {
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export class AwsBedrockHandler implements ApiHandler {
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private options: ApiHandlerOptions
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private options: ApiHandlerOptions
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private client: AnthropicBedrock
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private client: BedrockRuntimeClient
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constructor(options: ApiHandlerOptions) {
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constructor(options: ApiHandlerOptions) {
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this.options = options
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this.options = options
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this.client = new AnthropicBedrock({
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// Authenticate by either providing the keys below or use the default AWS credential providers, such as
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// Only include credentials if they actually exist
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// using ~/.aws/credentials or the "AWS_SECRET_ACCESS_KEY" and "AWS_ACCESS_KEY_ID" environment variables.
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const clientConfig: any = {
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...(this.options.awsAccessKey ? { awsAccessKey: this.options.awsAccessKey } : {}),
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region: this.options.awsRegion || "us-east-1"
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...(this.options.awsSecretKey ? { awsSecretKey: this.options.awsSecretKey } : {}),
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}
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...(this.options.awsSessionToken ? { awsSessionToken: this.options.awsSessionToken } : {}),
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// awsRegion changes the aws region to which the request is made. By default, we read AWS_REGION,
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if (this.options.awsAccessKey && this.options.awsSecretKey) {
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// and if that's not present, we default to us-east-1. Note that we do not read ~/.aws/config for the region.
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clientConfig.credentials = {
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awsRegion: this.options.awsRegion,
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accessKeyId: this.options.awsAccessKey,
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})
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secretAccessKey: this.options.awsSecretKey
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}
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}
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// Only add sessionToken if it exists
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if (this.options.awsSessionToken) {
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clientConfig.credentials.sessionToken = this.options.awsSessionToken
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}
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}
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async *createMessage(systemPrompt: string, messages: Anthropic.Messages.MessageParam[]): ApiStream {
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this.client = new BedrockRuntimeClient(clientConfig)
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// cross region inference requires prefixing the model id with the region
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}
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let modelId: string
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if (this.options.awsUseCrossRegionInference) {
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let regionPrefix = (this.options.awsRegion || "").slice(0, 3)
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switch (regionPrefix) {
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case "us-":
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modelId = `us.${this.getModel().id}`
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break
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case "eu-":
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modelId = `eu.${this.getModel().id}`
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break
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default:
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// cross region inference is not supported in this region, falling back to default model
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modelId = this.getModel().id
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break
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}
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} else {
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modelId = this.getModel().id
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}
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const stream = await this.client.messages.create({
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async *createMessage(systemPrompt: string, messages: Anthropic.Messages.MessageParam[]): ApiStream {
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model: modelId,
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const modelConfig = this.getModel()
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max_tokens: this.getModel().info.maxTokens || 8192,
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temperature: 0,
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// Handle cross-region inference
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system: systemPrompt,
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let modelId: string
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messages,
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if (this.options.awsUseCrossRegionInference) {
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stream: true,
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let regionPrefix = (this.options.awsRegion || "").slice(0, 3)
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})
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switch (regionPrefix) {
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for await (const chunk of stream) {
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case "us-":
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switch (chunk.type) {
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modelId = `us.${modelConfig.id}`
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case "message_start":
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break
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const usage = chunk.message.usage
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case "eu-":
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yield {
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modelId = `eu.${modelConfig.id}`
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type: "usage",
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break
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inputTokens: usage.input_tokens || 0,
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default:
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outputTokens: usage.output_tokens || 0,
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modelId = modelConfig.id
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}
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break
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break
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}
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case "message_delta":
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} else {
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yield {
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modelId = modelConfig.id
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type: "usage",
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}
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inputTokens: 0,
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outputTokens: chunk.usage.output_tokens || 0,
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}
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break
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case "content_block_start":
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// Convert messages to Bedrock format
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switch (chunk.content_block.type) {
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const formattedMessages = convertToBedrockConverseMessages(messages)
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case "text":
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if (chunk.index > 0) {
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yield {
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type: "text",
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text: "\n",
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}
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}
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yield {
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type: "text",
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text: chunk.content_block.text,
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}
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break
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}
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break
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case "content_block_delta":
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switch (chunk.delta.type) {
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case "text_delta":
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yield {
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type: "text",
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text: chunk.delta.text,
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}
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break
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}
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break
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}
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}
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}
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getModel(): { id: BedrockModelId; info: ModelInfo } {
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// Construct the payload
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const modelId = this.options.apiModelId
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const payload = {
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if (modelId && modelId in bedrockModels) {
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modelId,
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const id = modelId as BedrockModelId
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messages: formattedMessages,
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return { id, info: bedrockModels[id] }
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system: [{ text: systemPrompt }],
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}
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inferenceConfig: {
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return { id: bedrockDefaultModelId, info: bedrockModels[bedrockDefaultModelId] }
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maxTokens: modelConfig.info.maxTokens || 5000,
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}
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temperature: 0.3,
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topP: 0.1,
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...(this.options.awsusePromptCache ? {
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promptCache: {
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promptCacheId: this.options.awspromptCacheId || ""
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}
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} : {})
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}
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}
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try {
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const command = new ConverseStreamCommand(payload)
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const response = await this.client.send(command)
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if (!response.stream) {
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throw new Error('No stream available in the response')
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}
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for await (const event of response.stream) {
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// Type assertion for the event
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const streamEvent = event as any
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// Handle metadata events first
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if (streamEvent.metadata?.usage) {
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yield {
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type: "usage",
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inputTokens: streamEvent.metadata.usage.inputTokens || 0,
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outputTokens: streamEvent.metadata.usage.outputTokens || 0
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}
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continue
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}
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// Handle message start
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if (streamEvent.messageStart) {
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continue
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}
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// Handle content blocks
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if (streamEvent.contentBlockStart?.start?.text) {
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yield {
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type: "text",
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text: streamEvent.contentBlockStart.start.text
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}
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continue
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}
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// Handle content deltas
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if (streamEvent.contentBlockDelta?.delta?.text) {
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yield {
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type: "text",
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text: streamEvent.contentBlockDelta.delta.text
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}
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continue
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}
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// Handle message stop
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if (streamEvent.messageStop) {
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continue
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}
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}
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} catch (error: any) {
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console.error('Bedrock Runtime API Error:', error)
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console.error('Error stack:', error.stack)
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yield {
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type: "text",
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text: `Error: ${error.message}`
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}
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yield {
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type: "usage",
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inputTokens: 0,
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outputTokens: 0
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}
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throw error
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}
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}
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getModel(): { id: BedrockModelId; info: ModelInfo } {
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const modelId = this.options.apiModelId
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if (modelId && modelId in bedrockModels) {
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const id = modelId as BedrockModelId
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return { id, info: bedrockModels[id] }
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}
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return {
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id: bedrockDefaultModelId,
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info: bedrockModels[bedrockDefaultModelId]
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}
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}
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}
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}
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194
src/api/transform/bedrock-converse-format.ts
Normal file
194
src/api/transform/bedrock-converse-format.ts
Normal file
@@ -0,0 +1,194 @@
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import { Anthropic } from "@anthropic-ai/sdk"
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import { MessageContent } from "../../shared/api"
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import { ConversationRole, Message, ContentBlock } from "@aws-sdk/client-bedrock-runtime"
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/**
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* Convert Anthropic messages to Bedrock Converse format
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*/
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export function convertToBedrockConverseMessages(
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anthropicMessages: Anthropic.Messages.MessageParam[]
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): Message[] {
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return anthropicMessages.map(anthropicMessage => {
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// Map Anthropic roles to Bedrock roles
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const role: ConversationRole = anthropicMessage.role === "assistant" ? "assistant" : "user"
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if (typeof anthropicMessage.content === "string") {
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return {
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role,
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content: [{
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text: anthropicMessage.content
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|
}] as ContentBlock[]
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|
}
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}
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// Process complex content types
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const content = anthropicMessage.content.map(block => {
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const messageBlock = block as MessageContent
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if (messageBlock.type === "text") {
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return {
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text: messageBlock.text || ''
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|
} as ContentBlock
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}
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if (messageBlock.type === "image" && messageBlock.source) {
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// Convert base64 string to byte array if needed
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let byteArray: Uint8Array
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if (typeof messageBlock.source.data === 'string') {
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const binaryString = atob(messageBlock.source.data)
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byteArray = new Uint8Array(binaryString.length)
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for (let i = 0; i < binaryString.length; i++) {
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|
byteArray[i] = binaryString.charCodeAt(i)
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|
}
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} else {
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|
byteArray = messageBlock.source.data
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|
}
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// Extract format from media_type (e.g., "image/jpeg" -> "jpeg")
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const format = messageBlock.source.media_type.split('/')[1]
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|
if (!['png', 'jpeg', 'gif', 'webp'].includes(format)) {
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throw new Error(`Unsupported image format: ${format}`)
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|
}
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|
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return {
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|
image: {
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|
format: format as "png" | "jpeg" | "gif" | "webp",
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|
source: {
|
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|
bytes: byteArray
|
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|
}
|
||||||
|
}
|
||||||
|
} as ContentBlock
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||||||
|
}
|
||||||
|
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||||||
|
if (messageBlock.type === "tool_use") {
|
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|
// Convert tool use to XML format
|
||||||
|
const toolParams = Object.entries(messageBlock.input || {})
|
||||||
|
.map(([key, value]) => `<${key}>\n${value}\n</${key}>`)
|
||||||
|
.join('\n')
|
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|
|
||||||
|
return {
|
||||||
|
toolUse: {
|
||||||
|
toolUseId: messageBlock.toolUseId || '',
|
||||||
|
name: messageBlock.name || '',
|
||||||
|
input: `<${messageBlock.name}>\n${toolParams}\n</${messageBlock.name}>`
|
||||||
|
}
|
||||||
|
} as ContentBlock
|
||||||
|
}
|
||||||
|
|
||||||
|
if (messageBlock.type === "tool_result") {
|
||||||
|
// Convert tool result to text
|
||||||
|
if (messageBlock.output && typeof messageBlock.output === "string") {
|
||||||
|
return {
|
||||||
|
toolResult: {
|
||||||
|
toolUseId: messageBlock.toolUseId || '',
|
||||||
|
content: [{
|
||||||
|
text: messageBlock.output
|
||||||
|
}],
|
||||||
|
status: "success"
|
||||||
|
}
|
||||||
|
} as ContentBlock
|
||||||
|
}
|
||||||
|
// Handle array of content blocks if output is an array
|
||||||
|
if (Array.isArray(messageBlock.output)) {
|
||||||
|
return {
|
||||||
|
toolResult: {
|
||||||
|
toolUseId: messageBlock.toolUseId || '',
|
||||||
|
content: messageBlock.output.map(part => {
|
||||||
|
if (typeof part === "object" && "text" in part) {
|
||||||
|
return { text: part.text }
|
||||||
|
}
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||||||
|
// Skip images in tool results as they're handled separately
|
||||||
|
if (typeof part === "object" && "type" in part && part.type === "image") {
|
||||||
|
return { text: "(see following message for image)" }
|
||||||
|
}
|
||||||
|
return { text: String(part) }
|
||||||
|
}),
|
||||||
|
status: "success"
|
||||||
|
}
|
||||||
|
} as ContentBlock
|
||||||
|
}
|
||||||
|
return {
|
||||||
|
toolResult: {
|
||||||
|
toolUseId: messageBlock.toolUseId || '',
|
||||||
|
content: [{
|
||||||
|
text: String(messageBlock.output || '')
|
||||||
|
}],
|
||||||
|
status: "success"
|
||||||
|
}
|
||||||
|
} as ContentBlock
|
||||||
|
}
|
||||||
|
|
||||||
|
if (messageBlock.type === "video") {
|
||||||
|
const videoContent = messageBlock.s3Location ? {
|
||||||
|
s3Location: {
|
||||||
|
uri: messageBlock.s3Location.uri,
|
||||||
|
bucketOwner: messageBlock.s3Location.bucketOwner
|
||||||
|
}
|
||||||
|
} : messageBlock.source
|
||||||
|
|
||||||
|
return {
|
||||||
|
video: {
|
||||||
|
format: "mp4", // Default to mp4, adjust based on actual format if needed
|
||||||
|
source: videoContent
|
||||||
|
}
|
||||||
|
} as ContentBlock
|
||||||
|
}
|
||||||
|
|
||||||
|
// Default case for unknown block types
|
||||||
|
return {
|
||||||
|
text: '[Unknown Block Type]'
|
||||||
|
} as ContentBlock
|
||||||
|
})
|
||||||
|
|
||||||
|
return {
|
||||||
|
role,
|
||||||
|
content
|
||||||
|
}
|
||||||
|
})
|
||||||
|
}
|
||||||
|
|
||||||
|
/**
|
||||||
|
* Convert Bedrock Converse stream events to Anthropic message format
|
||||||
|
*/
|
||||||
|
export function convertToAnthropicMessage(
|
||||||
|
streamEvent: any,
|
||||||
|
modelId: string
|
||||||
|
): Partial<Anthropic.Messages.Message> {
|
||||||
|
// Handle metadata events
|
||||||
|
if (streamEvent.metadata?.usage) {
|
||||||
|
return {
|
||||||
|
id: '', // Bedrock doesn't provide message IDs
|
||||||
|
type: "message",
|
||||||
|
role: "assistant",
|
||||||
|
model: modelId,
|
||||||
|
usage: {
|
||||||
|
input_tokens: streamEvent.metadata.usage.inputTokens || 0,
|
||||||
|
output_tokens: streamEvent.metadata.usage.outputTokens || 0
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Handle content blocks
|
||||||
|
if (streamEvent.contentBlockStart?.start?.text || streamEvent.contentBlockDelta?.delta?.text) {
|
||||||
|
const text = streamEvent.contentBlockStart?.start?.text || streamEvent.contentBlockDelta?.delta?.text
|
||||||
|
return {
|
||||||
|
type: "message",
|
||||||
|
role: "assistant",
|
||||||
|
content: [{ type: "text", text }],
|
||||||
|
model: modelId
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
// Handle message stop
|
||||||
|
if (streamEvent.messageStop) {
|
||||||
|
return {
|
||||||
|
type: "message",
|
||||||
|
role: "assistant",
|
||||||
|
stop_reason: streamEvent.messageStop.stopReason || null,
|
||||||
|
stop_sequence: null,
|
||||||
|
model: modelId
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
return {}
|
||||||
|
}
|
||||||
@@ -16,11 +16,14 @@ export interface ApiHandlerOptions {
|
|||||||
openRouterApiKey?: string
|
openRouterApiKey?: string
|
||||||
openRouterModelId?: string
|
openRouterModelId?: string
|
||||||
openRouterModelInfo?: ModelInfo
|
openRouterModelInfo?: ModelInfo
|
||||||
|
openRouterUseMiddleOutTransform?: boolean
|
||||||
awsAccessKey?: string
|
awsAccessKey?: string
|
||||||
awsSecretKey?: string
|
awsSecretKey?: string
|
||||||
awsSessionToken?: string
|
awsSessionToken?: string
|
||||||
awsRegion?: string
|
awsRegion?: string
|
||||||
awsUseCrossRegionInference?: boolean
|
awsUseCrossRegionInference?: boolean
|
||||||
|
awsusePromptCache?: boolean
|
||||||
|
awspromptCacheId?: string
|
||||||
vertexProjectId?: string
|
vertexProjectId?: string
|
||||||
vertexRegion?: string
|
vertexRegion?: string
|
||||||
openAiBaseUrl?: string
|
openAiBaseUrl?: string
|
||||||
@@ -33,7 +36,7 @@ export interface ApiHandlerOptions {
|
|||||||
geminiApiKey?: string
|
geminiApiKey?: string
|
||||||
openAiNativeApiKey?: string
|
openAiNativeApiKey?: string
|
||||||
azureApiVersion?: string
|
azureApiVersion?: string
|
||||||
openRouterUseMiddleOutTransform?: boolean
|
useBedrockRuntime?: boolean // Force use of Bedrock Runtime API instead of SDK
|
||||||
}
|
}
|
||||||
|
|
||||||
export type ApiConfiguration = ApiHandlerOptions & {
|
export type ApiConfiguration = ApiHandlerOptions & {
|
||||||
@@ -105,9 +108,63 @@ export const anthropicModels = {
|
|||||||
|
|
||||||
// AWS Bedrock
|
// AWS Bedrock
|
||||||
// https://docs.aws.amazon.com/bedrock/latest/userguide/conversation-inference.html
|
// https://docs.aws.amazon.com/bedrock/latest/userguide/conversation-inference.html
|
||||||
|
export interface MessageContent {
|
||||||
|
type: 'text' | 'image' | 'video' | 'tool_use' | 'tool_result';
|
||||||
|
text?: string;
|
||||||
|
source?: {
|
||||||
|
type: 'base64';
|
||||||
|
data: string | Uint8Array; // string for Anthropic, Uint8Array for Bedrock
|
||||||
|
media_type: 'image/jpeg' | 'image/png' | 'image/gif' | 'image/webp';
|
||||||
|
};
|
||||||
|
// Video specific fields
|
||||||
|
format?: string;
|
||||||
|
s3Location?: {
|
||||||
|
uri: string;
|
||||||
|
bucketOwner?: string;
|
||||||
|
};
|
||||||
|
// Tool use and result fields
|
||||||
|
toolUseId?: string;
|
||||||
|
name?: string;
|
||||||
|
input?: any;
|
||||||
|
output?: any; // Used for tool_result type
|
||||||
|
}
|
||||||
|
|
||||||
export type BedrockModelId = keyof typeof bedrockModels
|
export type BedrockModelId = keyof typeof bedrockModels
|
||||||
export const bedrockDefaultModelId: BedrockModelId = "anthropic.claude-3-5-sonnet-20241022-v2:0"
|
export const bedrockDefaultModelId: BedrockModelId = "anthropic.claude-3-5-sonnet-20241022-v2:0"
|
||||||
export const bedrockModels = {
|
export const bedrockModels = {
|
||||||
|
"amazon.nova-pro-v1:0": {
|
||||||
|
maxTokens: 5000,
|
||||||
|
contextWindow: 300_000,
|
||||||
|
supportsImages: true,
|
||||||
|
supportsComputerUse: false,
|
||||||
|
supportsPromptCache: false,
|
||||||
|
inputPrice: 0.8,
|
||||||
|
outputPrice: 3.2,
|
||||||
|
cacheWritesPrice: 0.8, // per million tokens
|
||||||
|
cacheReadsPrice: 0.2, // per million tokens
|
||||||
|
},
|
||||||
|
"amazon.nova-lite-v1:0": {
|
||||||
|
maxTokens: 5000,
|
||||||
|
contextWindow: 300_000,
|
||||||
|
supportsImages: true,
|
||||||
|
supportsComputerUse: false,
|
||||||
|
supportsPromptCache: false,
|
||||||
|
inputPrice: 0.06,
|
||||||
|
outputPrice: 0.024,
|
||||||
|
cacheWritesPrice: 0.06, // per million tokens
|
||||||
|
cacheReadsPrice: 0.015, // per million tokens
|
||||||
|
},
|
||||||
|
"amazon.nova-micro-v1:0": {
|
||||||
|
maxTokens: 5000,
|
||||||
|
contextWindow: 128_000,
|
||||||
|
supportsImages: false,
|
||||||
|
supportsComputerUse: false,
|
||||||
|
supportsPromptCache: false,
|
||||||
|
inputPrice: 0.035,
|
||||||
|
outputPrice: 0.14,
|
||||||
|
cacheWritesPrice: 0.035, // per million tokens
|
||||||
|
cacheReadsPrice: 0.00875, // per million tokens
|
||||||
|
},
|
||||||
"anthropic.claude-3-5-sonnet-20241022-v2:0": {
|
"anthropic.claude-3-5-sonnet-20241022-v2:0": {
|
||||||
maxTokens: 8192,
|
maxTokens: 8192,
|
||||||
contextWindow: 200_000,
|
contextWindow: 200_000,
|
||||||
@@ -116,6 +173,9 @@ export const bedrockModels = {
|
|||||||
supportsPromptCache: false,
|
supportsPromptCache: false,
|
||||||
inputPrice: 3.0,
|
inputPrice: 3.0,
|
||||||
outputPrice: 15.0,
|
outputPrice: 15.0,
|
||||||
|
cacheWritesPrice: 3.75, // per million tokens
|
||||||
|
cacheReadsPrice: 0.3, // per million tokens
|
||||||
|
|
||||||
},
|
},
|
||||||
"anthropic.claude-3-5-haiku-20241022-v1:0": {
|
"anthropic.claude-3-5-haiku-20241022-v1:0": {
|
||||||
maxTokens: 8192,
|
maxTokens: 8192,
|
||||||
@@ -124,6 +184,9 @@ export const bedrockModels = {
|
|||||||
supportsPromptCache: false,
|
supportsPromptCache: false,
|
||||||
inputPrice: 1.0,
|
inputPrice: 1.0,
|
||||||
outputPrice: 5.0,
|
outputPrice: 5.0,
|
||||||
|
cacheWritesPrice: 1.0,
|
||||||
|
cacheReadsPrice: 0.08,
|
||||||
|
|
||||||
},
|
},
|
||||||
"anthropic.claude-3-5-sonnet-20240620-v1:0": {
|
"anthropic.claude-3-5-sonnet-20240620-v1:0": {
|
||||||
maxTokens: 8192,
|
maxTokens: 8192,
|
||||||
|
|||||||
Reference in New Issue
Block a user