RAG Data Preparation

Most agent pipelines don’t fail because the underlying model is weak. Instead, they fail because the data feeding the retrieval layer or the fine-tuning set was never properly cleaned. For example, a single mis-parsed date column or a batch of near-duplicate records can quietly poison embedding quality for months before anyone notices the drift in…