AI Summit 2024
Dec 11, 2024Today, December 11, 2024, I had the honor of participating in a panel at the AI Summit New York, discussing LLMs Application Solution Lifecycle: Development, validation and implementation
The panel addressed the complexities involved in the development, validation, and deployment of LLM and RAG applications. One of the key topics was the importance of structuring data effectively before indexing, focusing on encoding, chunking, and embedding. We explored how aligning prompts with embedded document structures plays a critical role in enhancing model performance and ensuring more accurate and efficient retrieval.
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