🧠 GenAI Design Patterns: Refine - large documents? no problem

Run your LLMs on massive documents without hitting the context size limit!

Today we review the Refine Design Pattern for Generative AI applications.

Perfect for summarization, Q&A, and in-depth analysis.

- Overcome context size limitations
- Process documents of any length
- Maintain context across entire texts

💻 Includes step-by-step Python implementation


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00:00 The LLM Context Limitation Issue
01:19 Sparse VS Dense Scenarios
02:52 Refine for Dense Scenarios
04:31 Tradeoffs & Use Cases
05:56 Implementation with Python & Claude