Learn by Hands on Labs with AJ - AWS Bedrock Knowledgebase

Welcome to March Meetup - This session is for everyone who want to connect knowledge base with internal datasource and bring a value.

Enhancing Conversational AI with Amazon Bedrock Knowledge Bases Demo.

Agenda:

1. Introduction to Retrieval Augmented Generation (RAG) and Knowledge Bases

• Understanding the significance of RAG for delivering contextual responses
• Overview of Knowledge Bases in Amazon Bedrock

2. Simplifying RAG Setup with Knowledge Bases

• Pre-processing data and setting up vector databases for efficient retrieval
• Automating the RAG workflow using Knowledge Bases

3. Live Demo: Integrating Pinecone with Knowledge Bases

• Connecting Pinecone to Knowledge Bases for enhanced retrieval and response generation
• Retrieving relevant information and augmenting user prompts in real-time

4. Fully Managed RAG Experience with Amazon Bedrock Knowledge Bases

• Benefits of using Knowledge Bases for seamless RAG implementation
• Introduction to the RetrieveAndGenerate API for enhanced response generation

5. Live Demo: AWS Bedrock Knowledge Bases for enriched responses and task completion using Anthropic Claude Model
6. Q&A Session

• Addressing queries and clarifications regarding the demo and Amazon Bedrock Knowledge Bases.