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$RAG (by rohanpaul_ai)
RAG is how 51% of enterprise AI ships in production according to Menlo Ventures. only 9% rely primarily on fine-tuning. Actian just launched VectorAI DB, a vector database built for RAG in places where cloud access is too slow, too risky, or not allowed. VectorAI DB runs RAG pipelines, semantic search, and real-time AI agents on-premises, at the edge, or air-gapped. - embeddings stay inside your network, queries resolve locally - LangChain and LlamaIndex integration that connects natively