Introducing Amazon Kendra GenAI Index – Enhanced semantic search and retrieval capabilities
Machine Learning Blog
Amazon introduces Kendra GenAI Index, a new enterprise search service designed to enhance semantic search and retrieval capabilities for generative AI applications.
- Provides a managed retriever solution with high semantic accuracy for Retrieval Augmented Generation (RAG)
- Supports integration with Amazon Q Business and Amazon Bedrock Knowledge Bases
- Offers connectors to 43 enterprise sources like SharePoint, Salesforce, and Google Drive
- Includes metadata-based user permissions filtering
- Enables organizations to use a single index across multiple AWS generative AI services
The new index addresses challenges in building retrieval systems by offering pre-optimized parameters, advanced semantic models, and simplified data source integration for enterprise generative AI solutions.
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