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Learn to build high-performance LLM applications using Llama-3 at 1,000 tokens per second on SambaNova's AI platform in this intermediate-level workshop. Discover SambaNova's full-stack generative AI platform powered by the SN40L AI chip and explore Samba-1, a trillion parameter composition of experts model designed for enterprise applications. Build and deploy an end-to-end question-answering system with retrieval augmented generation (RAG) for enterprise search using a comprehensive technology stack including LangChain framework, Unstructured for text preprocessing, E5-large-v2 embeddings, ChromaDB vector store, and Llama-3-8B-Instruct model. Gain hands-on experience through practical exercises with provided GitHub repositories, step-by-step Jupyter notebooks, and Streamlit applications while utilizing SambaNova API keys for both CoE and Llama-3 endpoints. Designed for tech professionals and engineers interested in enterprise generative AI applications, this workshop requires programming experience (preferably Python), a GitHub account, and a laptop for the practical components.
