Swaroop Gadiyaram

Optimizing LLM Based Retrieval Augmented Generation Pipelines in the Financial Domain

Retrieval Augmented Generation (RAG) is a prominent approach in real-word applications for grounding large language model (LLM) generations in up to date and domain-specific knowledge. However, there is a lack of systematic investigations of the impact of each component (retrieval quality, prompts,…