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Ishwar

Software engineer interested in search engines, retrieval systems, and AI infrastructure.

1 post on Kubesimplify

Cover for Hybrid Retrieval Pipelines: Why SQLite FTS5 + Dense Vectors Beat Naive RAG
airagJul 11, 2026

Hybrid Retrieval Pipelines: Why SQLite FTS5 + Dense Vectors Beat Naive RAG

Build a lightweight, high-performance hybrid retrieval RAG pipeline using SQLite FTS5, dense vectors, and Reciprocal Rank Fusion (RRF).

IshwarIshwar · 11 min
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