Tag: #opensearch
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 6 posts
Making Logs Searchable, and Not Going Broke Doing It — Structuring, Mapping Explosions, Retention, and Real Cost
The point where log costs overtake compute costs arrives for most organizations. What delays that point isn't the compression ratio — it's the decision about what becomes a field. This post covers field design for struct
2026-08-02 · 15 min read #observability#logging#opensearch#elasticsearch#costSite & Docs Search 2026 — Algolia / Meilisearch / Typesense / Pagefind / Orama / Markprompt / kapa.ai Deep Dive
Site search in 2026 is still not "just a box". There are four distinct camps — managed SaaS (Algolia), self-hosted (Meilisearch, Typesense, Elastic, OpenSearch), static / client-side (Pagefind, Orama, Lunr, Fuse, MiniSea
2026-05-16 · 17 min read #search#site-search#docs-search#algolia#docsearchSelf-Hosted Search Engines 2026 Deep Dive - Meilisearch, Typesense, Manticore, OpenSearch, Vespa, ParadeDB, Orama, Elasticsearch
The 2026 search engine landscape was redrawn as self-hosted alternatives like Meilisearch, Typesense, Manticore, OpenSearch, Vespa, ParadeDB, and Orama exploded in popularity on top of the managed market that Algolia bui
2026-05-16 · 21 min read #english#search-engines#meilisearch#typesense#manticoreNext-Gen Search Engines 2026 — Meilisearch vs Typesense vs Elasticsearch vs OpenSearch vs Quickwit vs Vespa Deep Dive (The Landscape After Elastic)
The 2026 search-engine landscape started at Elasticsearch and scattered everywhere. Meilisearch and Typesense have taken in-app search to a minimalism aesthetic, AWS made an escape route via OpenSearch, Quickwit arrived
2026-05-14 · 21 min read #search-engine#meilisearch#typesense#elasticsearch#opensearchElasticsearch, OpenSearch, and Lucene Internals — Inverted Index, BM25, Sharding, Vector Search, Hybrid RAG (2025)
Why is search hard? Lucene Segments and Merge, the math of Inverted Index, how BM25 beat TF-IDF, primary/replica shards and routing, Ingest pipelines, the Query DSL maze, kNN and HNSW, the 2021 Elastic vs AWS license war
2026-04-15 · 11 min read #elasticsearch#opensearch#lucene#search#vector-searchOpenSearch Operations, Management, and Index Design Practical Guide 2026
A comprehensive guide for OpenSearch cluster operators covering index design, shard/replica strategies, ISM rollover lifecycle, monitoring and alerting, incident response, security hardening, and migration with practical
2026-03-04 · 22 min read #database#opensearch#elasticsearch#index-design#operations-management