Million-Token Context
Million-Token Context Is Practical, but Retrieval Engineering Still Matters
Million-token windows enable cross-file comparison, but reliable results still depend on retrieval-first workflows, long-context verification, and key
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Vector Retrieval
3 articles tagged with this topic
RAG
The Hidden Cost of Enterprise AI Knowledge Bases: Every Update Re-burns Compute
Enterprise AI knowledge bases reindex on every document update. Million-doc rebuilds take hours; incremental updates risk conflicts. The RAG pitfall.
RAG
90% of Enterprise AI Knowledge Base Failures Lie in Retrieval, Not LLMs
When enterprise AI fails, most blame the LLM. The real bottleneck is retrieval. Vector similarity ≠ business relevance; optimizing retrieval is the cu