A lot of challenges in building a retrieval augmented system boil down to challenges in parsing the data. We talk about different strategies for parsing, the pros/cons of different PDF parsing/OCR packages, and also different retrieval strategies.
Background:
Sam is an AI product engineer currently developing an application with AI capabilities. His goal is to utilize a LLM in order to democratize specialized domain knowledge, making it accessible to everyone.
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