bedrock
무료AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or implementing RAG patterns.
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AWS API Gateway for REST and HTTP API management. Use when creating APIs, configuring integrations, setting up authorization, managing stages, implementing rate limiting, or troubleshooting API issues.
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Amazon API Gateway is a fully managed service for creating, publishing, and securing APIs at any scale. Supports REST APIs, HTTP APIs, and WebSocket APIs.
| Type | Description | Use Case |
|---|---|---|
| HTTP API | Low-latency, cost-effective | Simple APIs, Lambda proxy |
| REST API | Full-featured, more control | Complex APIs, transformation |
| WebSocket API | Bidirectional communication | Real-time apps, chat |
| Type | Description |
|---|---|
| Lambda Proxy | Pass-through to Lambda (recommended) |
| Lambda Custom | Transform request/response |
| HTTP Proxy | Pass-through to HTTP endpoint |
| AWS Service | Direct integration with AWS services |
| Mock | Return static response |
AWS CLI:
# Create HTTP API
aws apigatewayv2 create-api \
--name my-api \
--protocol-type HTTP \
--target arn:aws:lambda:us-east-1:123456789012:function:MyFunction
# Get API endpoint
aws apigatewayv2 get-api --api-id abc123 --query 'ApiEndpoint'
SAM Template:
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
MyApi:
Type: AWS::Serverless::HttpApi
Properties:
StageName: prod
MyFunction:
Type: AWS::Serverless::Function
Properties:
Handler: app.handler
Runtime: python3.12
Events:
ApiEvent:
Type: HttpApi
Properties:
ApiId: !Ref MyApi
Path: /items
Method: GET
# Create REST API
aws apigateway create-rest-api \
--name my-rest-api \
--endpoint-configuration types=REGIONAL
API_ID=abc123
# Get root resource ID
ROOT_ID=$(aws apigateway get-resources --rest-api-id $API_ID --query 'items[0].id' --output text)
# Create resource
aws apigateway create-resource \
--rest-api-id $API_ID \
--parent-id $ROOT_ID \
--path-part items
RESOURCE_ID=xyz789
# Create method
aws apigateway put-method \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method GET \
--authorization-type NONE
# Create Lambda integration
aws apigateway put-integration \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method GET \
--type AWS_PROXY \
--integration-http-method POST \
--uri arn:aws:apigateway:us-east-1:lambda:path/2015-03-31/functions/arn:aws:lambda:us-east-1:123456789012:function:MyFunction/invocations
# Deploy to stage
aws apigateway create-deployment \
--rest-api-id $API_ID \
--stage-name prod
import json
def handler(event, context):
# HTTP API event
http_method = event.get('requestContext', {}).get('http', {}).get('method')
path = event.get('rawPath', '')
query_params = event.get('queryStringParameters', {})
body = event.get('body', '')
if body and event.get('isBase64Encoded'):
import base64
body = base64.b64decode(body).decode('utf-8')
# Process request
response_body = {'message': 'Success', 'path': path}
return {
'statusCode': 200,
'headers': {
'Content-Type': 'application/json'
},
'body': json.dumps(response_body)
}
HTTP API:
aws apigatewayv2 update-api \
--api-id abc123 \
--cors-configuration '{
"AllowOrigins": ["https://example.com"],
"AllowMethods": ["GET", "POST", "PUT", "DELETE"],
"AllowHeaders": ["Content-Type", "Authorization"],
"MaxAge": 86400
}'
REST API:
# Enable CORS on resource
aws apigateway put-method \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method OPTIONS \
--authorization-type NONE
aws apigateway put-integration \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method OPTIONS \
--type MOCK \
--request-templates '{"application/json": "{\"statusCode\": 200}"}'
aws apigateway put-method-response \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method OPTIONS \
--status-code 200 \
--response-parameters '{
"method.response.header.Access-Control-Allow-Headers": true,
"method.response.header.Access-Control-Allow-Methods": true,
"method.response.header.Access-Control-Allow-Origin": true
}'
aws apigateway put-integration-response \
--rest-api-id $API_ID \
--resource-id $RESOURCE_ID \
--http-method OPTIONS \
--status-code 200 \
--response-parameters '{
"method.response.header.Access-Control-Allow-Headers": "'\''Content-Type,Authorization'\''",
"method.response.header.Access-Control-Allow-Methods": "'\''GET,POST,PUT,DELETE,OPTIONS'\''",
"method.response.header.Access-Control-Allow-Origin": "'\''*'\''"
}'
aws apigatewayv2 create-authorizer \
--api-id abc123 \
--name jwt-authorizer \
--authorizer-type JWT \
--identity-source '$request.header.Authorization' \
--jwt-configuration '{
"Issuer": "https://cognito-idp.us-east-1.amazonaws.com/us-east-1_abc123",
"Audience": ["client-id"]
}'
| Command | Description |
|---|---|
aws apigatewayv2 create-api | Create API |
aws apigatewayv2 get-apis | List APIs |
aws apigatewayv2 create-route | Create route |
aws apigatewayv2 create-integration | Create integration |
aws apigatewayv2 create-stage | Create stage |
aws apigatewayv2 create-authorizer | Create authorizer |
| Command | Description |
|---|---|
aws apigateway create-rest-api | Create API |
aws apigateway get-rest-apis | List APIs |
aws apigateway create-resource | Create resource |
aws apigateway put-method | Create method |
aws apigateway put-integration | Create integration |
aws apigateway create-deployment | Deploy API |
Causes:
Debug:
# Check API key
aws apigateway get-api-key --api-key abc123 --include-value
# Check authorizer
aws apigatewayv2 get-authorizer --api-id abc123 --authorizer-id xyz789
Causes:
Lambda response format:
# Correct format
return {
'statusCode': 200,
'headers': {'Content-Type': 'application/json'},
'body': json.dumps({'message': 'success'})
}
# Wrong - missing statusCode
return {'message': 'success'}
Causes:
Solutions:
Debug:
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AWS Bedrock foundation models for generative AI. Use when invoking foundation models, building AI applications, creating embeddings, configuring model access, or implementing RAG patterns.
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AWS CloudFormation infrastructure as code for stack management. Use when writing templates, deploying stacks, managing drift, troubleshooting deployments, or organizing infrastructure with nested stacks.
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AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or troubleshooting application issues.
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AWS Cognito user authentication and authorization service. Use when setting up user pools, configuring identity pools, implementing OAuth flows, managing user attributes, or integrating with social identity providers.
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AWS DynamoDB NoSQL database for scalable data storage. Use when designing table schemas, writing queries, configuring indexes, managing capacity, implementing single-table design, or troubleshooting performance issues.
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AWS EC2 virtual machine management — instances, security groups, key pairs, AMIs, EBS volumes, Auto Scaling Groups, Spot Instances, Session Manager, placement groups, and instance lifecycle automation. Trigger on ANY of these, even when EC2 isn't named explicitly: - Launching or provisioning: "spin up a server", "create a VM", "new instance", "run-instances", mention of instance types (t3, m5, c5, r6, g5, p4d, t4g, c7g, etc.) - SSH / connectivity problems: "connection refused", "connection timed out", "permission denied publickey", "can't connect to my instance", "SSH not working" - Instance management: resize, stop, start, terminate, reboot, change instance type - Cost optimization: stop dev instances overnight, save money on EC2, spot vs on-demand, reserved instances - Auto Scaling: ASG, launch template, mixed instances policy, scale to zero, scheduled scaling - Spot Instances: spot fleet, spot interruption, capacity-optimized, price-capacity-optimized - AMIs and backups: create image, custom AMI, EBS snapshot, DLM lifecycle policy, copy AMI - Monitoring: EC2 CPU utilization, CloudWatch metrics for instance, instance status checks, console output - Access methods: Session Manager, EC2 Instance Connect, bastion host, port forwarding - Security: IMDSv2, instance metadata, IAM role on instance, security group rules - User data and bootstrap scripts, cloud-init
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