Philipp KaindlSecure execution of code generated by Large Language ModelsLearn how to securely execute LLM-generated code. Explore attack vectors, threat modeling, and AWS-based mitigation strategies for code…Aug 8Aug 8
Philipp KaindlBuilding a RAG Agent with LangGraph, LLaMA3–70b, and Scaling with Amazon BedrockExplore how to build a local Retrieval-Augmented Generation (RAG) agent using LLaMA3, a powerful language model from Meta. This RAG agent…May 221May 221
Philipp KaindlNatural Language to SQL: Experiments with CodeLlama on Amazon SageMaker — Part 2Experiments with CodeLlama for NL2SQLApr 10Apr 10
Philipp KaindlNatural Language to SQL: Fine-Tuning CodeLlama with Amazon SageMaker — Part 1Practical strategies for fine-tuning CodeLlama using Quantized Low-Rank Adaptation(QLoRA) on Amazon SageMaker.Dec 7, 2023Dec 7, 2023
Philipp KaindlFrom Prompt Engineering to Auto Prompt OptimisationA case study for Marketing Content GenerationOct 2, 2023Oct 2, 2023