jedi4ever/learning-llms-and-genai-for-dev-sec-ops

A set of lessons aimed at anyone learning LLM and generative AI concepts, with sections on operations and security, as well as development.

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This resource provides structured lessons to help software engineers understand large language models (LLMs) and generative AI. It covers development, operational, and security aspects of working with AI models. You'll go from basic LLM calls to implementing advanced patterns like Retrieval Augmented Generation (RAG) and detecting prompt injections.

281 stars. No commits in the last 6 months.

Use this if you are a software engineer or DevOps professional looking to quickly get up to speed on developing, operating, and securing applications that use LLMs.

Not ideal if you are a business user or non-technical person looking for a high-level overview of AI, as it expects familiarity with programming concepts and Python.

AI-development DevSecOps LLM-operations prompt-engineering AI-security
No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 22 / 25

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281

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Jupyter Notebook

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Last pushed

Mar 12, 2024

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