Format input data for FM inference

Transform data into the exact input structure expected by the selected model/API.

• JSON request body
• structured fields
• conversation messages
• multimodal content blocks
• endpoint-specific request format

Correct data with incorrect formatting can still produce failed inference.

Amazon Bedrock APIs generally require model/API-specific request structures.

SageMaker endpoints can require model-specific inference payloads.

Create an adapter:

Application Data
      ↓
Normalization
      ↓
Model Adapter
      ↓
Model-specific Request

Do not assume one universal request format works for all models.

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