Amazon Bedrock Integration
Drop-in wrapper for the AWS Bedrock client. Every InvokeModel and Converse API call is traced with token usage, cost, and latency — no proxy required.
Amazon Bedrock is a fully managed AWS service for accessing and deploying foundation models from AWS, Anthropic, Meta, Mistral, and other providers.
Getting Started
Install the SDK
Install @zespan/sdk alongside the AWS SDK for Bedrock.
npm install @zespan/sdk @aws-sdk/client-bedrock-runtimeWrap the Bedrock client
Pass your BedrockRuntimeClient to wrapBedrock(). All calls (InvokeModel, Converse, ConverseStream) are traced automatically.
import { BedrockRuntimeClient } from '@aws-sdk/client-bedrock-runtime';
import { Zespan, wrapBedrock } from '@zespan/sdk';
const lt = new Zespan({ apiKey: process.env.ZESPAN_API_KEY });
const bedrock = wrapBedrock(
new BedrockRuntimeClient({ region: 'us-east-1' }),
lt
);
// All Bedrock calls now traced
const response = await bedrock.send(new ConverseCommand({
modelId: 'anthropic.claude-3-5-sonnet-20241022-v2:0',
messages: [{ role: 'user', content: [{ text: 'Hello' }] }],
}));View traces in Zespan
Open Trace Explorer. Bedrock calls appear with modelId, token usage, cost, and latency. Cost Attribution breaks down spend by Bedrock model.
What's captured automatically
- All Bedrock models: Claude, Titan, Llama 3, Mistral, Jamba, and more
- InvokeModel and Converse API: both APIs supported including streaming
- Per-model cost: USD cost tracked per modelId and attributed by agent and user
- No proxy required: direct SDK instrumentation — no gateway in your request path
- Multi-model comparison: compare Claude vs Llama via Bedrock in Cost Attribution
FAQ
Do I need to configure AWS credentials separately?
No. wrapBedrock() wraps your existing BedrockRuntimeClient — it inherits whatever credentials you've already configured (environment variables, IAM role, etc.).
Does this support Bedrock Guardrails?
Zespan guardrails run at the Zespan SDK level and work alongside AWS Bedrock Guardrails. Both can be active simultaneously.
Start for free — 10K traces/month, no card needed
Amazon Bedrock integration works on all plans including the free tier.