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Build API and infrastructure to run the batazia models in AWS #3824

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esurface opened this issue May 28, 2025 · 0 comments
Open

Build API and infrastructure to run the batazia models in AWS #3824

esurface opened this issue May 28, 2025 · 0 comments

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@esurface
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Deployment Options

API Gateway Service

  • User auth
  • Validates file submission
  • Validates user
  • Metadata storage
  • Store audio files in S3
  • Send encrypted key with audio file to EC2 instance
  • Fargate behind a load balancer, connect to dynamodb and S3 -- automate

Model in SageMaker

  • Standalone model running on SageMaker

Data Flow

  1. Tangerine app records audio and sends it (encrypted) to API Gateway Service
  2. API Gateway Service validates user and file, stores audio in S3, sends encrypted key to the Sage Maker instance
  3. Sage Maker instance runs the model, processes the audio, and returns results
  4. Results are sent back to the Tangerine app via the API Gateway Service
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@esurface