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LlamaIndex

LlamaIndex is a framework for turning documents into searchable passages and retrieving them through an app.

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Which part of the search does LlamaIndex handle?

It can connect the steps that load documents, split them into passages and retrieve similar passages. Choose where the vectors live. The framework can use external stores and model services, so check which content each configured service receives.

How would you recreate a useful index?

The framework is MIT-licensed. Any managed products, vector stores and model services have separate costs. The storage guide distinguishes saving framework state from storage managed by a connected provider. Keep the originals, passage settings, model choice and ownership labels. Verify which records are in each copy.

Which passage should answer one fictional question?

Draw a two-page public handbook with a change-of-address instruction that spans a page break.

  1. Mark the passage
    Draw a chunk that keeps the full instruction together and label both source pages.
  2. Test the decision on paper
    Write the question and mark what should come back. Keep private procedures outside the allowed search.