feat(blog): add SQLite FTS5 + Dense hybrid retrieval article#251
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ishwar170695 wants to merge 1 commit into
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feat(blog): add SQLite FTS5 + Dense hybrid retrieval article#251ishwar170695 wants to merge 1 commit into
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Signed-off-by: Ishwar <ishwarcm@iitbhilai.ac.in>
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Changes proposed
Adds a new, technical, practitioner-led article to the Kubesimplify blog focusing on hybrid retrieval architectures in local RAG systems.
content/blog/sqlite-fts5-dense-hybrid-retrieval.md— Deep-dive into sparse vs. dense search limitations, SQLite FTS5 BM25 configurations, Reciprocal Rank Fusion (RRF), deterministic domain reranking, and vector cache memory footprints.public/img/blog/sqlite-fts5-dense-hybrid-retrieval/— Static assets (architecture diagrams, benchmarks, UI screenshots).content/authors.json— Add author profile entry forishwar.public/img/authors/ishwar.jpg— Author avatar placeholder.No other changes are made to the site's code.
Note to reviewers
This post focuses on systems-level search engineering and database schemas (SQLite), which is well-suited for KubeSimplify's backend, cloud-native, and infrastructure audience.