{"product_id":"redis-8-query-engine-vector-search-and-hybrid-ai-applications-build-caching-session-management-and-genai-with-json-time-series-and-multi-threa-9798248654420","title":"Redis 8: QUERY ENGINE, VECTOR SEARCH, AND HYBRID AI APPLICATIONS: Build Caching, Session Management, and GenAI with JSON, Time Series, and Multi-Threa","description":"\u003cp\u003e • Author(s): Hosea Leviton\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Modeling \u0026amp; Design\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eBuild fast, safe, and search powered systems on Redis 8, from caching and sessions to vector search and hybrid AI retrieval.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eMany teams get Redis working in development, then hit problems under real traffic: cache stampedes, unsafe session invalidation, messy keyspaces, slow tail latency, and search results that do not match what users expect.\u003c\/p\u003e\u003cp\u003eThis book shows you how to design Redis 8 as an application platform, with clear schemas, predictable performance, production hardening, and a practical query layer that supports full text, aggregations, vectors, and hybrid retrieval for GenAI workflows.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eset up Redis 8 projects with clean keyspace design, multi tenant isolation, and baseline smoke tests\u003c\/li\u003e\n\u003cli\u003eapply production security with authentication, ACL design, least privilege, and operational safety practices\u003c\/li\u003e\n\u003cli\u003eharden transport and networks with TLS, timeouts, limits, and safe defaults\u003c\/li\u003e\n\u003cli\u003echoose persistence strategy with RDB and AOF, then validate recovery behavior\u003c\/li\u003e\n\u003cli\u003eunderstand Redis threading and configure IO threads with measurement driven tuning\u003c\/li\u003e\n\u003cli\u003ebenchmark correctly using throughput plus p95 and p99 latency across realistic load shapes\u003c\/li\u003e\n\u003cli\u003eimplement cache aside write through and write behind patterns with failure mode thinking\u003c\/li\u003e\n\u003cli\u003edesign TTL strategy with jitter, eviction policy selection, and memory protection controls\u003c\/li\u003e\n\u003cli\u003eprevent stampedes with request coalescing locks and single flight patterns\u003c\/li\u003e\n\u003cli\u003edefine consistency boundaries using invalidation versioned keys and negative caching\u003c\/li\u003e\n\u003cli\u003ebuild session stores with rotation logout semantics multi device bindings and risk based revocation\u003c\/li\u003e\n\u003cli\u003eenforce rate limits with counters sliding windows and penalties\u003c\/li\u003e\n\u003cli\u003emodel application state with Redis JSON using paths updates and concurrency expectations\u003c\/li\u003e\n\u003cli\u003edesign index friendly JSON layouts for stable querying and safer schema evolution\u003c\/li\u003e\n\u003cli\u003ecreate and debug query engine indexes on hashes and JSON, then fix missing or stale search results\u003c\/li\u003e\n\u003cli\u003eship full text search with predictable relevance controls, typo tolerance, facets, and filters\u003c\/li\u003e\n\u003cli\u003ebuild analytics with FT AGGREGATE pipelines, grouping reducers, and performance discipline\u003c\/li\u003e\n\u003cli\u003estore embeddings and tune vector search with recall and latency controls plus churn handling\u003c\/li\u003e\n\u003cli\u003eimplement hybrid retrieval for RAG with fusion strategies and grounding filters\u003c\/li\u003e\n\u003cli\u003euse time series for metrics with retention, labels, multi series queries, and compaction rules\u003c\/li\u003e\n\u003cli\u003eput it together into hybrid AI application architecture with semantic caching and safe operations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWorking command and configuration examples are included throughout so you can reproduce benchmarks, validate behavior, and build real features without guessing.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eGrab your copy today.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569520001175,"sku":"9798248654420","price":3710.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798248654420.webp?v=1774877871","url":"https:\/\/atlanticbooks.com\/products\/redis-8-query-engine-vector-search-and-hybrid-ai-applications-build-caching-session-management-and-genai-with-json-time-series-and-multi-threa-9798248654420","provider":"Atlantic Books","version":"1.0","type":"link"}