Building Intelligent Search with Amazon Bedrock and Amazon OpenSearch for hybrid RAG solutions

This article demonstrates the implementation of a generative AI agentic assistant that leverages both semantic and text-based search capabilities using Amazon Bedrock and Amazon OpenSearch, enabling hybrid Retrieval-Augmentation-Generation (RAG) solutions. By integrating these technologies, developers can build more intelligent search systems that combine the strengths of different search paradigms.

⚡ Key Takeaways

• Amazon Bedrock and Amazon Bedrock AgentCore can be used to build generative AI agentic assistants with advanced search capabilities.
• The integration of Strands Agents with Amazon Bedrock enables the creation of more sophisticated search systems.
• Amazon OpenSearch provides a powerful text-based search engine that can be combined with semantic search capabilities for hybrid RAG solutions.

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