Multi-Level Summarization

Summarization is a vital component of many LLM tasks. In practical scenarios, you'll run into use cases where turning extensive texts into concise, meaningful points is essential.

Depending on the text's length you are addressing, various summarization techniques can be applied.

Here, we'll outline 5 distinct levels of summarization, ranging from basic to advanced. Remember, these aren't the only methods out there.

5 Levels Of Summarization:

  1. Summarize a few sentences - Basic Prompt
  2. Summarize several paragraphs - Prompt Templates
  3. Summarize a few pages - Map Reduce
  4. Summarize a few pages - Recursive Map Reduce
  5. Summarize a whole book - Best Representation Vectors

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