Tag: haystack

This tutorial demonstrates how to build a robust enterprise search solution using Haystack pipelines and Amazon SageMaker JumpStart with LLMs. We leverage Retrieval Augmented Generation (RAG) to ensure AI responses are grounded in your company data, mitigating hallucinations and enhancing accuracy. Learn to set up your data indexing with Amazon OpenSearch and deploy powerful LLMs via SageMaker JumpStart for a seamless, production-ready generative AI application.

This tutorial demonstrates how to build a configurable Retrieval Augmented Generation (RAG) system using a modular approach with Haystack and Hypster. It covers setting up LLM configurations, indexing pipelines with optional document enrichment, and flexible retrieval pipelines supporting both BM25 and embedding-based retrieval methods.