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LLMs Are Not All You Need | Pinecone

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Large Language Models (LLMs) are powering the next big wave of innovation in technology, as with the internet, smartphones, and the cloud — generative AI is poised to change the fabric of our society. GenAI tools like GitHub Copilot have been supercharging the productivity of developers worldwide since 2021. The same technology is already spreading to other professional disciplines, with Microsoft announcing Microsoft 365 Copilot as an AI assistant for Microsoft's Office applications in early 2023. The way we work is soon to shift. Goldman Sachs expects GenAI to raise global GDP by 7% in the next ten years. Goldman predicts the total available market (TAM) value of GenAI to be worth $150B — a considerable number next to the TAM of $685B for the global software industry. Despite all of this, LLMs are not that great. An LLM is a black box that does autocomplete very well. Alone, it is unpredictable, massively prone to hallucination, and unable to provide up-to-date information. LLMs alon

← Learn LLMs Are Not All You Need James Briggs Sep 6, 2023 Core Components Share: Jump to section: Large Language Models Prompt Engineering Retrieval Augmented Generation Conversational Memory Agents Dialogue Flows and Guardrails References Share: Subscribe to Pinecone Get the latest updates via email when they're published: Get Updates L arge L anguage M odels (LLMs) are powering the next big wave of innovation in technology, as with the internet, smartphones, and the cloud — generative AI is poised to change the fabric of our society. GenAI tools like GitHub Copilot have been supercharging t

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