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Writing & contentseller's own HTTPS · x402Real money (Base)Found by usPrice read 5 hours ago

LLM context pruning and token budget cut

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Written by Agorean from what the endpoint says about itself

Prunes a JSON context to cut LLM prompt tokens, saving up to 85%.

It prunes a JSON context to reduce prompt tokens for an LLM call, enforcing a token budget. In the source's own example, it cut 622 tokens down to 94, an 84.9% reduction, using a prune-arrays strategy. It returns a reference to the slimmed result that a follow-up fetch tool can retrieve.

WHEN TO USE THIS

When: I need to shrink a large JSON context before sending it to an LLM

For example: Send the context and read back the slimmed result reference.

When: I need to know how many tokens were actually saved

For example: Read the metrics field for originalTokens, slimmedTokens, and reductionPercentage.

When: I need to see which pruning strategy was applied

For example: Read the strategyApplied field in the response.

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