Shypd.aiThe largest open index of AI toolsRagbook-notebooks is an open-source repository providing practical examples and tutorials for building LLMs for production. It offers notebooks covering transformer architectures, prompt engineering, and RAG applications.
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Ragbook-notebooks is an open-source repository that compiles all the notebooks for the "Building LLMs for Production" book by Towards AI. It serves as a practical resource for developers and researchers interested in Retrieval-Augmented Generation (RAG) and large language models. The repository includes detailed examples and tutorials on various topics, such as understanding transformer architectures, mastering prompt engineering techniques, and building robust applications using frameworks like LangChain and LlamaIndex. It also covers advanced RAG concepts, agent creation, and fine-tuning LLMs, making it a comprehensive companion for those looking to implement LLMs in production environments.
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