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LlamaIndex re-retrieves your chunks — and re-sends up to 75% of your context — on every chat turn

This story is from 2026-08-25. It is preserved in the archive; the latest stories are on the live feed.

You give a LlamaIndex agent a couple of tools, call it, and it loops — reason, call a tool, read the observation, reason again — until it answers. Clean API, great retrieval story. The part the quickstart doesn't put a number on is what the agent re-sends to the model on each pass of that loop. The…

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  1. 2026-08-25 20:15 · DEV Community — AI
    LlamaIndex re-retrieves your chunks — and re-sends up to 75% of your context — on every chat turn

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