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Implemented bulk database inserts (`add_many`) for document tags, chunks, and artifacts in `ParseService.create_document_record`. Replaced sequential N+1 query patterns (`await session.flush()` per record) with batched operations that build models in-memory and execute a single flush. Significantly reduces database roundtrips and execution time during parse operations with many tags, chunks, or artifacts. Co-authored-by: crabcanon <3458947+crabcanon@users.noreply.github.com>
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💡 What: Implemented bulk database inserts (
add_many) for document tags, chunks, and artifacts inParseService.create_document_record.🎯 Why: Replaced sequential N+1 query patterns (
await session.flush()per record) with batched operations that build models in-memory and execute a single flush.📊 Impact: Significantly reduces database roundtrips and execution time during parse operations with many tags, chunks, or artifacts.
🔬 Measurement: Integration tests continue to pass and
test_parse_foundation.pyruns cleanly.PR created automatically by Jules for task 16258988807285751411 started by @crabcanon