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IndexFlatIP

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22:49
2026-08-16
promptcube3.com
artificial-intelligence

My RAG retrieval quality is tanking as my dataset grows

A developer reports that retrieval precision in their RAG pipeline degrades as the dataset grows, using SentenceTransformer's all-MiniLM-L6-v2 and FAISS IndexFlatIP with L2-normalized vectors. They ar…

// co-occurs with top 7 entities
SentenceTransformer 1 FAISS 1 IndexHNSWFlat 1 IndexIVFFlat 1 IndexIVFPQ 1 all-MiniLM-L6-v2 1 Cross-Encoder 1
// topics top 4 topics
artificial intelligence 1 machine learning 1 ai infrastructure 1 ai tools 1