Author(s): Nilesh Raghuvanshi Originally published on Towards AI. Improving Retrieval Augmented Generation (RAG) Systematically Fine-tuning for alignment— AI generated image Introduction In my last article, we saw that, while evaluating multiple embedding models on our domain-specific data, the huggingface/BAAI/bge-large-en-v1.5 model (1024 dimensions) …

Author(s): Nilesh Raghuvanshi Originally published on Towards AI. Improving Retrieval Augmented Generation (RAG) Systematically Evaluating the pipeline — AI generated image Introduction This is the third and final article in a short series on systematically improving retrieval-augmented generation (RAG). In earlier articles, …

Author(s): Nilesh Raghuvanshi Originally published on Towards AI. Improving Retrieval Augmented Generation (RAG) Systematically Choosing the right option — AI generated image Introduction Through my experience building an extractive question-answering system using Google’s QANet and BERT back in 2018, I quickly realized …