Generative AI Case Studies RAG

Overview: CreatedRAG search for retailspecific response and NER

Challenges: Achieving generative response with the help of domain specific knowledge base without needing to fine-tune LLM.

Parameters: GPT standards Hardware: Cloud based AI optimized compute instance Software: Python, Azure Open AI, Solr

Solution: Implemented Retrieval Augmented generation through prompts enriched with the help of domain specific knowledge retrieval passed as context.