Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Filter out whitespace-only strings before embedding #384

Merged
merged 1 commit into from
Jan 29, 2025
Merged

Filter out whitespace-only strings before embedding #384

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 3 additions & 1 deletion src/nv_ingest/modules/transforms/embed_extractions.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -474,7 +474,9 @@ def _generate_embeddings(
continue

cudf_content_getter = cudf_content_extractor[content_type]
content_mask = (content_mask & (cudf_content_getter(mdf["metadata"]) != "")).fillna(False)
# Embedding NIMs will complain if text has only whitespaces.
content_text_mask = cudf_content_getter(mdf["metadata"]).str.strip() != ""
content_mask = (content_mask & content_text_mask).fillna(False)
if not content_mask.any():
continue

Expand Down
Loading