Conference Talk
RAG in the Real World: From Prototype to Production
Practical lessons on building, evaluating and deploying RAG systems with open source tools.
PyCon India 2023
Hyderabad, India · Sep 8, 2023
About the Talk
Retrieval-augmented generation is easy to demo and hard to ship. This talk covers chunking strategies, hybrid search, evaluation datasets and the operational work — freshness, cost, latency — that separates a prototype from a product.
Cite This Talk
Saha, B. (2023). RAG in the Real World: From Prototype to Production. PyCon India 2023, Hyderabad, India. https://iambishal.com/work/research/talks/rag-in-the-real-world