OpenSearchCon India 2025

As enterprises grapple with unstructured data, Retrieval-Augmented Generation (RAG) is transforming search from simple retrieval to context-aware AI-driven knowledge generation.

This session explores how DeepSeek-R1, a powerful reasoning model, integrates with Amazon OpenSearch Service’s vector database to enable scalable, intelligent information retrieval.

Attendees will learn:
How RAG enhances traditional search using vector embeddings and semantic understanding.
How to connect DeepSeek-R1 on SageMaker with OpenSearch for AI-powered responses.
How OpenSearch’s flexible connectors integrate with models like DeepSeek, Cohere, and OpenAI.

By the end of this session, you'll gain actionable insights on implementing RAG workflows in OpenSearch, improving search accuracy, and advancing the AI ecosystem with knowledge-augmented AI.