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Google's Gemini embedding models underwent a major pricing restructuring between 2024 and 2026, with the cost per million tokens increasing tenfold from $0.02 for the legacy text-embedding-004 to $0.2…

A developer building a domain-specific RAG system for ESG compliance found that general-purpose embedding models like OpenAI's text-embedding-ada-002 suffer from semantic drift on specialized terminol…

A production RAG system handling 12,000 queries per day suffered an estimated $40,000 in losses over three weeks due to silent errors caused by vector embedding drift. The root cause was an embedding …