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Over 75% of Fortune 500 Use LLMs in Production
By early 2026, over 75% of Fortune 500 companies have deployed large language models in at least one production workflow, ranging from customer support chatbots to internal knowledge retrieval, code generation, and document processing pipelines.
Retrieval Augmented Generation (RAG)
RAG combines pre-trained LLMs with external knowledge retrieval. The LLM's knowledge is augmented by fetching relevant information from a private or dynamic dataset before generating a response, reducing hallucinations and improving factual accuracy.
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