Fine-Tuning LLMs for Domain-Specific Retrieval: A Production Engine...
Introduction Generic embedding models fail in specialized domains. A fintech RAG system retrieving SEC filings with off-the-shelf e5-lar...
RAG
Vector DB Sharding at Exabyte Scale: A Production RAG Architecture
Introduction When your RAG system crosses the petabyte threshold, every architectural decision compounds. Vector database sharding—the p...
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