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Learn to build enterprise-grade generative AI applications using Llama 3 at unprecedented speeds of 1,000 tokens per second on the SambaNova AI platform in this 55-minute 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 settings. Build and deploy a complete question-answering application with retrieval augmented generation (RAG) for enterprise search using a comprehensive technology stack including LangChain framework, Unstructured for text preprocessing, E5-large-v2 embedding, ChromaDB vector store, and Llama-3-8B-Instruct. Gain hands-on experience through step-by-step Jupyter notebooks and Streamlit applications while working with provided SambaNova API keys for both CoE and Llama-3 endpoints. Master the integration of cutting-edge AI hardware with practical software frameworks to create high-performance enterprise AI solutions suitable for real-world deployment scenarios.
