Episode 27: How to Build Terrible AI Systems
Vanishing Gradients
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Customizing Search and Summarization for Different Industries
Customizing search and information extraction processes is crucial for industries like construction and sales. In construction, the handling of various document types like blueprints or schedules requires different processing methods. Tailoring search queries based on the specific information users seek, such as deadlines or ownership details, is essential for effective search results. In the sales industry, understanding different stages of the pipeline allows for extracting relevant information from calls. Evaluating the effectiveness of a language model in summarizing text involves assessing its ability to provide relevant information in response to specific queries.
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