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Document AI

RAG for Knowledge-Intensive Tasks

·791 words·4 mins
Picture this: You’re asking an AI about cancer treatments. It sounds super confident and gives you detailed answers. But here’s the problem — it just made up a medical study that doesn’t exist.

Document Summarization: Eval First

·408 words·2 mins
Document summarization is a critical NLP task that helps users quickly grasp key information from long documents. But how do you know if your model is actually working? This guide shows a workflow that starts with evaluation and acceptance criteria before touching models.