Reduce size of LLM prompts + cache per-schema context#1384
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rolandwalkerforce-pushed the RW/conserve-llm-tokens-and-cache branch from 8cf2200 to a4eefeaComparerolandwalker changed the title rolandwalker changed the title rolandwalkerforce-pushed the RW/conserve-llm-tokens-and-cache branch 3 times, most recently from 6858160 to 6ed2c19Compare
* truncate text/binary sample data fields to 1024 characters (or smaller if judged to be needed) * truncate entire tables from schema representation if the representation is very large * for latency improvement, cache sample data and schema representation, passing the dbname in both cases to invalidate the cache if changing the db * add separate progress message when generating sample data The target_size values are chosen somewhat arbitrarily. We could also apply final size limits to the prompt string, though meaning-preserving truncation at that point is harder. Addresses #1348.
rolandwalkerforce-pushed the RW/conserve-llm-tokens-and-cache branch from 6ed2c19 to 42c18e7CompareSign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment
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Description
The
target_sizevalues are chosen somewhat arbitrarily, and it could be nice for the user to be able to control these.We could also apply final size limits to the prompt string, though meaning-preserving truncation at that point is harder.
Addresses #1348.
Untested at the time of writing.
Checklist
changelog.md.AUTHORSfile (or it's already there).uv run ruff check && uv run ruff format && uv run mypy --install-types .to lint and format the code.