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Contextual Indexing: Adding Document Context to Chunks Before Embedding

Contextual Indexing is another good technique. Essentially, before embedding a chunk, prepend a short description of where it sits in the document…something like "This chunk is from Section 3 of a whitepaper on authentication methods." This helps because chunks often lose

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