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Vector search and retrieval
Data & AI Infrastructure
Technical deep dives on vector search, semantic retrieval, and AI infrastructure design.
Recommended articles
Hands-on research and implementation notes.
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January 10, 2025Vector Search Integration Hell: Making Redis + OpenAI Embeddings Production-Ready
Deep dive into solving performance, memory management, and reliability challenges when implementing enterprise-scale vector search with Redis and OpenAI embeddings.
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January 8, 2025Solving the Context Detection Challenge: From Naive Keywords to Semantic Intent Recognition
Our journey from simple keyword matching to intelligent context detection, bridging conversational AI with business data through semantic understanding.
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January 6, 2025The Natural Language to SQL Problem: Bridging Conversational AI with Dynamic Schema
Technical research on translating natural language business questions into accurate database queries across dynamic, user-generated entity schemas.