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appendix.md

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todo

What is AI and LLMs and how do they work?

  • todo

Core Concepts

  • Large Language Models (LLMs): Advanced AI systems trained on vast amounts of text data to understand and generate human-like text responses
  • Data Training: The process of feeding large datasets to AI models to help them learn patterns, relationships, and generate appropriate outputs
  • RAG vs Finetune: Comparison between Retrieval-Augmented Generation (adding context dynamically) and fine-tuning (specialized model training)
  • Agents / Agentic AI: AI systems capable of taking autonomous actions based on objectives and context
  • Context Window: TODO

Considerations

  • Pros and Cons: Detailed analysis of benefits and limitations when implementing AI solutions
  • Environmental Impact: Assessment of computational resources and energy consumption in AI operations
  • something about using temperature of 0, context windows when calling llms

Licensing TODO - A note on Cursor and Windsurf Licences

Privacy TODO - A note on Cursor and Windsurf Features

other stuff

  • Demonstrations: Practical examples of AI implementation
  • Proof of Concepts: Documented trials and experiments
  • Code Repositories: Links to relevant Git repositories