From b41633b82639fda70c2d19b5dda72ad0b3101f50 Mon Sep 17 00:00:00 2001 From: Mengxin Zhu <843303+zxkane@users.noreply.github.com> Date: Fri, 5 Dec 2025 10:54:13 +0800 Subject: [PATCH] feat(apigw): add API Gateway response streaming support (#207) Replace ALB + Lambda architecture with API Gateway REST API + Lambda using response streaming for SSE support. This provides: - No VPC required, reducing complexity and cost - Native streaming support via API Gateway response streaming - Pay-per-request pricing model Changes: - Add Lambda Web Adapter to Dockerfile for streaming support - Replace BedrockProxy.template with API Gateway configuration - Update README with new deployment options and latest models - Update architecture diagram for API Gateway flow --- README.md | 42 +++-- assets/arch.png | Bin 54751 -> 51050 bytes deployment/BedrockProxy.template | 311 ++++++++++--------------------- src/Dockerfile | 8 +- 4 files changed, 136 insertions(+), 225 deletions(-) diff --git a/README.md b/README.md index 306990e..362dee9 100644 --- a/README.md +++ b/README.md @@ -4,9 +4,16 @@ OpenAI-compatible RESTful APIs for Amazon Bedrock ## What's New 🔥 -This project now supports **Claude Sonnet 4.5**, Anthropic's most intelligent model with enhanced coding capabilities and complex agent support, available via global cross-region inference. +**API Gateway Response Streaming Support** - You can now deploy with Amazon API Gateway REST API instead of ALB, enabling true response streaming for better latency and cost optimization. See [Deployment Options](#deployment-options) for details. -It also supports reasoning for both **Claude 3.7 Sonnet** and **DeepSeek R1**. Check [How to Use](./docs/Usage.md#reasoning) for more details. You need to first run the Models API to refresh the model list. +**Latest Models Supported:** +- **Claude 4.5 Family**: Opus 4.5, Sonnet 4.5, Haiku 4.5 - Anthropic's most intelligent models with enhanced coding and agent capabilities +- **Amazon Nova**: Nova Micro, Nova Lite, Nova Pro, Nova Premier - Amazon's native foundation models with multimodal support +- **DeepSeek**: DeepSeek-R1 (reasoning), DeepSeek-V3.1 - Advanced reasoning and general-purpose models +- **Qwen 3**: Qwen3-32B, Qwen3-235B, Qwen3-Coder-30B, Qwen3-Coder-480B - Alibaba's latest language and coding models +- **OpenAI OSS**: gpt-oss-20b, gpt-oss-120b - Open-source GPT models available via Bedrock + +It also supports reasoning for **Claude 4/4.5** (extended thinking and interleaved thinking) and **DeepSeek R1**. Check [How to Use](./docs/Usage.md#reasoning) for more details. You need to first run the Models API to refresh the model list. ## Overview @@ -46,13 +53,18 @@ Please make sure you have met below prerequisites: ### Architecture -The following diagram illustrates the reference architecture. Note that it also includes a new **VPC** with two public subnets only for the Application Load Balancer (ALB). +The following diagram illustrates the reference architecture. It uses [Amazon API Gateway response streaming](https://aws.amazon.com/blogs/compute/building-responsive-apis-with-amazon-api-gateway-response-streaming/) with Lambda for SSE support. ![Architecture](assets/arch.png) -You can also choose to use [AWS Fargate](https://aws.amazon.com/fargate/) behind the ALB instead of [AWS Lambda](https://aws.amazon.com/lambda/), the main difference is the latency of the first byte for streaming response (Fargate is lower). +### Deployment Options -Alternatively, you can use Lambda Function URL to replace ALB, see [example](https://github.com/awslabs/aws-lambda-web-adapter/tree/main/examples/fastapi-response-streaming) +| Option | Pros | Cons | Best For | +|--------|------|------|----------| +| **API Gateway + Lambda** | No VPC required, pay-per-request, native streaming support, lower operational overhead | Potential cold starts | Most use cases, cost-sensitive deployments | +| **ALB + Fargate** | Lowest streaming latency, no cold starts | Higher cost, requires VPC | High-throughput, latency-sensitive workloads | + +You can also use Lambda Function URL as an alternative, see [example](https://github.com/awslabs/aws-lambda-web-adapter/tree/main/examples/fastapi-response-streaming) ### Deployment @@ -105,8 +117,8 @@ After creation, you'll see your secret in the Secrets Manager console. Make note **Step 3: Deploy the CloudFormation stack** 1. Download the CloudFormation template you want to use: - - For Lambda: [`deployment/BedrockProxy.template`](deployment/BedrockProxy.template) - - For Fargate: [`deployment/BedrockProxyFargate.template`](deployment/BedrockProxyFargate.template) + - For API Gateway + Lambda: [`deployment/BedrockProxy.template`](deployment/BedrockProxy.template) + - For ALB + Fargate: [`deployment/BedrockProxyFargate.template`](deployment/BedrockProxyFargate.template) 2. Sign in to AWS Management Console and navigate to the CloudFormation service in your target region. @@ -227,7 +239,7 @@ For more information about creating and managing application inference profiles, This proxy now supports **Prompt Caching** for Claude and Nova models, which can reduce costs by up to 90% and latency by up to 85% for workloads with repeated prompts. **Supported Models:** -- Claude 3+ models (Claude 3.5 Haiku, Claude 3.7 Sonnet, Claude 4, Claude 4.5, etc.) +- Claude models (Claude 3.5 Haiku, Claude 4, Claude 4.5, etc.) - Nova models (Nova Micro, Nova Lite, Nova Pro, Nova Premier) **Enabling Prompt Caching:** @@ -249,7 +261,7 @@ client = OpenAI() # Cache system prompts response = client.chat.completions.create( - model="us.anthropic.claude-3-7-sonnet-20250219-v1:0", + model="global.anthropic.claude-haiku-4-5-20251001-v1:0", messages=[ {"role": "system", "content": "You are an expert assistant with knowledge of..."}, {"role": "user", "content": "Help me with this task"} @@ -271,7 +283,7 @@ curl $OPENAI_BASE_URL/chat/completions \ -H "Content-Type: application/json" \ -H "Authorization: Bearer $OPENAI_API_KEY" \ -d '{ - "model": "us.anthropic.claude-3-7-sonnet-20250219-v1:0", + "model": "global.anthropic.claude-haiku-4-5-20251001-v1:0", "messages": [ {"role": "system", "content": "Long system prompt..."}, {"role": "user", "content": "Question"} @@ -334,9 +346,11 @@ print(response) This application does not collect any of your data. Furthermore, it does not log any requests or responses by default. -### Why not used API Gateway instead of Application Load Balancer? +### Why choose API Gateway vs ALB? -Short answer is that API Gateway does not support server-sent events (SSE) for streaming response. +**API Gateway + Lambda** uses [API Gateway response streaming](https://aws.amazon.com/blogs/compute/building-responsive-apis-with-amazon-api-gateway-response-streaming/) with [Lambda Web Adapter](https://github.com/awslabs/aws-lambda-web-adapter) to support SSE streaming without requiring a VPC. This is a cost-effective, serverless option with up to 10 minutes timeout. + +**ALB + Fargate** provides the lowest streaming latency with no cold starts, ideal for high-throughput workloads. ### Which regions are supported? @@ -360,9 +374,9 @@ The API base url should look like `http://localhost:8000/api/v1`. ### Any performance sacrifice or latency increase by using the proxy APIs -Comparing with the AWS SDK call, the referenced architecture will bring additional latency on response, you can try and test that on you own. +Compared with direct AWS SDK calls, the proxy architecture will add some latency. The default API Gateway + Lambda deployment provides good streaming performance with Lambda response streaming. -Also, you can use Lambda Web Adapter + Function URL (see [example](https://github.com/awslabs/aws-lambda-web-adapter/tree/main/examples/fastapi-response-streaming)) to replace ALB or AWS Fargate to replace Lambda to get better performance on streaming response. +For lowest latency on streaming responses, consider the ALB + Fargate deployment option which eliminates cold starts and provides consistent performance. ### Any plan to support SageMaker models? diff --git a/assets/arch.png b/assets/arch.png index 3740a9f828797db8ac968eaf083f25a702a16803..7adb0b8050f3904764ea6883150f68a1eff71218 100644 GIT binary patch literal 51050 zcmeFY1zc5Kvp-I!k}4uy0s=~RH%g;`QWA%TLw6$*0tW=?l1Ay2P60u>8${{u=D&}C z@jTx5_ul`#_xIl4=icWz9`>HK_Uu_}X3czO);j+3vJ%(P?x4ZIz+9J-6jg+Qf!lzA zfel4L0x0lvzPDjuXaa1+RBg;0^o>kGFjOoe7gtowjD}!q8!8r2DrRPF3yb@DM%o5e 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