aws-sdk-java-v2-bedrock
Amazon Bedrock integration for Java 2.x with support for text generation, embeddings, image generation, and streaming responses.
- Covers multiple foundation models (Claude, Llama, Titan, Mistral, Cohere, DeepSeek) with unified API patterns for invoking, listing, and managing models
- Includes streaming response handlers for real-time generation, text embeddings for RAG applications, and image generation with Stable Diffusion
- Provides Spring Boot configuration patterns with dependency injection, service beans, and property-based model selection
- Handles model-specific payload formats and response parsing for each provider, with best practices for cost optimization, security, and error handling
AWS SDK for Java 2.x - Amazon Bedrock
Overview
Invokes foundation models through AWS SDK for Java 2.x. Configures clients, builds model-specific JSON payloads, handles streaming responses with error recovery, creates embeddings for RAG, integrates generative AI into Spring Boot applications, and implements exponential backoff for resilience.
When to Use
- Invoke Claude, Llama, Titan, or Stable Diffusion for text/image generation
- Configure BedrockClient and BedrockRuntimeClient instances
- Build and parse model-specific payloads (Claude, Titan, Llama formats)
- Stream real-time AI responses with async handlers and error recovery
- Create embeddings for retrieval-augmented generation
- Integrate generative AI into Spring Boot microservices
- Handle throttling with exponential backoff retry logic
Quick Start
Dependencies
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