Example Generative AI based Enterprise Product Search Architecture in AWS
In the above example, we've architected a pure AWS-based Enterprise Product Search use case utilizing serverless solutions and HuggingFace-based LLM and Embedding Models within a private AWS architecture. The entire design follows the Retrieval Augmented Generation (RAG) pattern. This example demonstrates the speed at which we can design and develop a serverless Generative AI-based product search. Users can query or search for product-related information in any language.
The system conducts a semantic search to identify relevant products and employs the LLM to generate optimal responses for users. This approach significantly accelerates the process of finding accurate product information, which might otherwise be challenging through traditional text-based searches.
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