The answer
Embedding entire pages dilutes semantic specificity. Small chunks isolate specific facts.
Understanding Text Chunking Strategies for RAG Pipelines
Why not embed entire pages?
More FAQs in Understanding Text Chunking Strategies for RAG Pipelines
The number of characters, words, or tokens in each text segment that you embed and store.
The number of tokens or characters shared between consecutive chunks to ensure context isn't lost.
Better chunking ensures the LLM receives only highly relevant paragraphs, preventing it from getting distracted by fluff.
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