Data Science, Machine Learning, Artificial Intelligence, Rag, Generative Ai.
techniques: Pre-retrieval optimization [ingestion]: tweak how you create the chunks Retrieval optimization [retrieval]: improve the queries to your vector DB Post-retrieval optimization [retrieval]: process the retrieved chunks to filter out the noise The generation step can be improved through