yangmao.ai · Python setup money page

Amazon Bedrock Python API Setup

Use this page when you need a working Python starting point for Amazon Bedrock, then validate quota and model names in the official console before production.

Open official provider → Get one OpenAI-compatible key → Compare API gateway options →

Quick verdict

Free API: Not confirmed in the current snapshot
Rate limits: AWS service quotas by region, model, and account
Best model starting point: Anthropic Claude on Bedrock
Mainland China access: proxy/relay likely needed

Provider fit matrix

Best fit RAG, semantic search, reranking, and retrieval pipelines

Watch out Not a general chat model; pair it with an LLM API for generation

Production fallback Keep at least one compatible backup provider before shipping

Amazon Bedrock enterprise buyer intent notes

Who should care

Best for AWS-native teams that need Claude, Nova, Llama, Titan, Mistral, and other models behind IAM, CloudWatch, VPC, and procurement controls.

Decision trigger

Use Bedrock when AWS governance and multi-model access are more important than chasing a consumer-style free API.

Watch out: Model access, regional availability, service quotas, IAM, and budget alerts must be configured before production traffic.

Bedrock pricingAWS quota and cost checks Claude direct pricingCompare Anthropic direct vs AWS route API cost calculatorEstimate routed workload costs

Production readiness checklist

Quota gate No confirmed free API quota is recorded; verify Amazon Bedrock docs before collecting keys.

No-card check Assume billing may be required unless the official dashboard says otherwise.

Regional smoke test Run signup, dashboard, DNS, TLS, and first API call checks from mainland China before launch.

Source freshness Snapshot date: 2026-06-09; official quota and pricing can change without notice.

Python setup snapshot

Start with the smallest possible embeddings request, then move the key to your server-side secret manager before production.

import json
import boto3

client = boto3.client("bedrock-runtime", region_name="us-east-1")

response = client.converse(
    modelId="amazon.nova-lite-v1:0",
    messages=[{"role": "user", "content": [{"text": "Hello from yangmao.ai"}]}],
)
print(response["output"]["message"]["content"][0]["text"])

Free API and pricing notes

No confirmed no-card free API; AWS credits or promotions may apply by account

Amazon Bedrock is an AWS enterprise model platform, not a typical free API. It requires an AWS account, model access, regional availability, and billing setup. AWS Activate or enterprise credits may fund PoCs, but budget caps and CloudWatch monitoring are mandatory.

Access and production risk

Relay or proxy may be needed

Mainland China access depends on AWS region, enterprise networking, cross-border connectivity, and compliance policy; prepare a China-accessible API or relay fallback for China-facing users.

How to set it up

Create or locate your provider API key in the official dashboard.

Install the provider SDK or requests dependency shown in the example.

Set the API key in an environment variable instead of hard-coding secrets.

Run a small Amazon Bedrock embeddings request with Anthropic Claude on Bedrock.

Watch free credits, RPM/TPM limits, response shape, and error messages before scaling.

Credit-change alerts

Want to know when free credits, pricing, or availability changes? Subscribe first, then compare official providers, API gateways, and alternatives.

Subscribe → Get an OpenLLMAPI key → Compare API gateways →

Source snapshot

Data source: yangmao.ai provider YAML tracker plus provider docs reviewed by the daily crawler. Official dashboards can change quota and pricing without notice; verify before production.

yangmao.ai provider id: amazon-bedrock
Official source: https://aws.amazon.com/bedrock/
Last updated: 2026-06-09
Free tier: Billed by AWS account, model access, and region
API credits: No confirmed no-card free API; AWS credits or promotions may apply by account
Rate limit: AWS service quotas by region, model, and account
Access note: Mainland China access depends on AWS region, enterprise networking, cross-border connectivity, and compliance policy; prepare a China-accessible API or relay fallback for China-facing users.

FAQ

Does Amazon Bedrock have a free API?

No confirmed free API is recorded in the current yangmao.ai snapshot; use the official docs as source of truth before signing up.

Is Amazon Bedrock OpenAI-compatible?

This snapshot uses a provider-specific embedding API example. If your app requires one stable OpenAI-compatible endpoint, use an aggregator or relay after checking Amazon Bedrock docs.

Can I use Amazon Bedrock from mainland China?

Amazon Bedrock may need a proxy or relay from mainland China. Test latency and signup before production.

What should I do when Amazon Bedrock credits run out?

Compare the alternatives below, check /en/free-ai-api/, and shortlist official providers or API gateway options before production.

When is Bedrock better than calling model providers directly?

Use Bedrock when AWS IAM, CloudWatch, procurement, VPC patterns, and a governed model catalog are more valuable than the lowest direct-provider setup cost.