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feat: integrate BERTopic for topic modeling #7

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merged 1 commit into from
Oct 30, 2024
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Checklist

  • poetry run pytest passes locally with my changes
  • Tests have been added or updated to cover the changes
  • Documentation has been updated as needed
  • Code style checks pass
  • Commit messages follow the Conventional Commits guidelines

Affected Components

Everything

Description of Changes

Added dependencies for BERTopic, llvmlite, numba, and Neo4j.
Implemented incremental topic modeling with BERTopic in main.py, including model initialization, data loading, fitting, saving, and updating topics in Neo4j.
Added FastAPI and ConnectRPC

Additional Notes

@Septimus4 Septimus4 force-pushed the bert-topic-setup branch 7 times, most recently from fc269a5 to 56c518b Compare October 30, 2024 10:49
@Septimus4 Septimus4 marked this pull request as ready for review October 30, 2024 10:49
@Septimus4 Septimus4 force-pushed the bert-topic-setup branch 4 times, most recently from 365bd77 to 446108f Compare October 30, 2024 11:36
Added dependencies for BERTopic, llvmlite, numba, and Neo4j.
Implemented incremental topic modeling with BERTopic in main.py,
 including model initialization, data loading, fitting, saving,
  and updating topics in Neo4j.
Added FastAPI and ConnectRPC
@Septimus4 Septimus4 merged commit 9812b16 into main Oct 30, 2024
2 checks passed
@Septimus4 Septimus4 deleted the bert-topic-setup branch October 30, 2024 11:42
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