AWS Bedrock
Module 6 Wrap-up: Shipping the API
Hands-on: Build a functional REST API with FastAPI that exposes multiple Bedrock models.
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AWS Bedrock Articles
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AWS Bedrock
Module 7 Lesson 1: What is a Knowledge Base?
Foundations of RAG. Why Knowledge Bases are the secret to building AI that 'knows' your private business data.
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AWS Bedrock
Module 7 Lesson 2: Chunking and Embeddings
Slicing the Data. Understanding how Bedrock breaks docs into 'Chunks' and turns them into 'Vectors' of meaning.
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AWS Bedrock
Module 7 Wrap-up: Designing the Library
Hands-on: Design your first Knowledge Base and select your chunking strategy.
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AWS Bedrock
Module 8 Lesson 1: Retrieve and Generate
The RAG APIs. Understanding the difference between raw retrieval and the fully managed 'Answer' API.
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AWS Bedrock
Module 8 Lesson 2: Source Attribution
Proving the Answer. How to extract citations and references to show users exactly where the AI found its information.
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AWS Bedrock
Module 8 Wrap-up: Real-World RAG
Hands-on: Build a Python script that answers questions about your S3 documents and prints the citations.
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AWS Bedrock
Module 9 Lesson 1: Bedrock Guardrails
Setting the Safety Net. How to use AWS Bedrock Guardrails to filter sensitive content and block inappropriate prompts.
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AWS Bedrock
Module 9 Lesson 2: Verification and Grounding
Fighting the Hallucination. Advanced techniques to ensure the AI stays strictly within the retrieved documentation.
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AWS Bedrock
Module 9 Wrap-up: The Safe Assistant
Hands-on: Implement a Bedrock Guardrail and verify your grounding instructions.
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