V1.0 (highly experimental) - #2528

Draft

MaartenGr wants to merge 35 commits into

Commits on Jan 3, 2026

Start of standardizing LLM-representations and structured output
MaartenGr
committed
81fb4be
Simplify prompt creation and document truncation
MaartenGr
committed
83c1c7a

Commits on Jan 5, 2026

Simplify inheritance
MaartenGr
committed
808576c

Commits on Jan 20, 2026

Introducing Topics, Topic, Corpus, etc. classes
MaartenGr
committed
a844587
Start with variations, more simplification
MaartenGr
committed
7aef963

Commits on Jan 21, 2026

Zero-shot and topics over time
MaartenGr
committed
5aecef3
Topics per class
MaartenGr
committed
19f9f49

Commits on Jan 28, 2026

Start integrating polars, reduce code in _bertopic.py
MaartenGr
committed
ba233da
Hierarchical Topics - also calculates other representations
MaartenGr
committed
8a26dd8
Update get_representative_docs, generate_topic_labels, and set_topic_labels
MaartenGr
committed
cabaeff
Update get_topic_info
MaartenGr
committed
0d9a30a
Update get_document_info and update_topics
MaartenGr
committed
d52a55a
Update reduce_topics
MaartenGr
committed
0298751

Commits on Jan 29, 2026

Update merge_topics and delete_topics
MaartenGr
committed
e3cf6a9
Update partial_fit
MaartenGr
committed
8611f14
Update serialization
MaartenGr
committed
88e1fc5

Commits on Jan 31, 2026

Update merge_models
MaartenGr
committed
abcec99
Simplify here and there
MaartenGr
committed
8ef2b3b

Commits on Feb 20, 2026

Plotting, tests, variations, etc.
MaartenGr
committed
b3827e6
Update representations with newer APIs
MaartenGr
committed
e7072db

Commits on Aug 2, 2026

Representation standardization start
MaartenGr
committed
f31be15
Update workflow
MaartenGr
committed
dbb76e7

Commits on Aug 21, 2026

Stronger testing foundation for v1.0 (#2532)
MaartenGr
authored
a3a4622

Commits on Aug 22, 2026

Fix isolated bugs in the topic data layer (#2533)
MaartenGr
authored
9b156d2

Commits on Aug 27, 2026

Support multimodal in Corpus (#2536)
MaartenGr
authored
b6f02a5

Commits on Aug 28, 2026

Fixed visual representations, prepare for more multimodal representations, and removed python 3.10.
MaartenGr
committed
880f199
Linting
MaartenGr
committed
18c0175

Commits on Aug 31, 2026

Improving how predictions and probilities are handled (#2537)
MaartenGr
authored
a7a38d5

Commits on Sep 2, 2026

Bug fixes
MaartenGr
committed
7283206
Better backwards compatibility
MaartenGr
committed
6a2834d
Translate the dataframe layer from polars to narwhals
MaartenGr
committed
7f3aef8