LLMs and Generative AI: Increasing Productivity with Modern Tooling

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LLMs and Generative AI: Increasing Productivity with Modern Tooling iJS Fullstack Day Max Marschall @MaxOSchulte Consultant / Developer

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Arti fi cial Intelligence Machine Learning Data Science NLP A Deep Learning Generative AI Large Language Models Image / Video Generation

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Bla bla bla … Intention

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Tools & Functions Process Think Display Bla bla bla …

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Tools & Functions Process Think Display Bla bla bla …

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Large Language Model • Transformer Neural Network • Context & relation aware • Pattern matching & recognition • “Natural” language understanding • Generating / creating content • Summarisation

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Large Language Model • It cannot make decisions • It cannot understand non-linear content • It cannot draw conclusions

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Large Language Model • Not deterministic • Can hallucinate • Prompt-Injection

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Result Bla bla bla …

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Result = Bla bla bla …

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Tools & Functions Process Work Display Bla bla bla …

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Agents

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Evolving Landscape Copilot Cline Cursor Webstorm avante.nvim CodeCompanion Obsidian And many more…

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What to use it for? • Getting started • Automate the “easy” stuff • Bridging a gap

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• Getting started • Automate the “easy” stuff • Bridging a gap What to use it for?

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• Getting started • Automate the “easy” stuff • Bridging a gap What to use it for?

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• Getting started • Automate the “easy” stuff • Bridging a gap What to use it for?

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• Getting started • Automate the “easy” stuff • Bridging a gap What to use it for?

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• There’s an integration “for you” • Fast paced • “Wild West” • Better, faster, smaller models weekly What now?

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It's a wrap! • Slides: https://thinktecture.com/max-marschall • Contact: @MaxOSchulte, [email protected]