Google Cloud’s Vertex AI gets new grounding options ...Middle East

Google Cloud is introducing a new set of grounding options that will further enable enterprises to reduce hallucinations across their generative AI-based applications and agents. The large language models (LLMs) that underpin these generative AI-based applications and agents may start producing faulty output or responses as they grow in complexity. These faulty outputs are termed as hallucinations as the output is not grounded in the input data. Retrieval augmented generation (RAG) is one of several techniques used to address hallucinations: others are fine-tuning and prompt engineering. RAG grounds the LLM by feeding the model facts from an external knowledge source or repository to impro

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