v0.16.1 (#1940)

Author: MaartenGr

LICENSE

@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2023, Maarten P. Grootendorst
+Copyright (c) 2024, Maarten P. Grootendorst
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

bertopic/__init__.py

@@ -1,6 +1,6 @@
 from bertopic._bertopic import BERTopic
 
-__version__ = "0.16.0"
+__version__ = "0.16.1"
 
 __all__ = [
     "BERTopic",

docs/changelog.md

@@ -5,6 +5,50 @@ hide:
 
 # Changelog
 
+## **Version 0.16.1**
+*Release date: 21 April, 2024*
+
+<h3><b>Highlights:</a></b></h3>
+
+* Add Quantized [LLM Tutorial](https://colab.research.google.com/drive/1DdSHvVPJA3rmNfBWjCo2P1E9686xfxFx?usp=sharing)
+* Add optional [datamapplot](https://github.com/TutteInstitute/datamapplot) visualization using `topic_model.visualize_document_datamap` by [@lmcinnes](https://github.com/lmcinnes) in [#1750](https://github.com/MaartenGr/BERTopic/pull/1750)
+* Migrated OpenAIBackend to openai>=1 by [@peguerosdc](https://github.com/peguerosdc) in [#1724](https://github.com/MaartenGr/BERTopic/pull/1724)
+* Add automatic height scaling and font resize by [@ir2718](https://github.com/ir2718) in [#1863](https://github.com/MaartenGr/BERTopic/pull/1863)
+* Use `[KEYWORDS]` tags with the LangChain representation model by [@mcantimmy](https://github.com/mcantimmy) in [#1871](https://github.com/MaartenGr/BERTopic/pull/1871)
+
+
+<h3><b>Fixes:</a></b></h3>
+
+* Fixed issue with `.merge_models` seemingly skipping topic [#1898](https://github.com/MaartenGr/BERTopic/issues/1898)
+* Fixed Cohere client.embed TypeError [#1904](https://github.com/MaartenGr/BERTopic/issues/1904)
+* Fixed `AttributeError: 'TextGeneration' object has no attribute 'random_state'` [#1870](https://github.com/MaartenGr/BERTopic/issues/1870)
+* Fixed topic embeddings not properly updated if all outliers were removed [#1838](https://github.com/MaartenGr/BERTopic/issues/1838)
+* Fixed issue with representation models not properly merging [#1762](https://github.com/MaartenGr/BERTopic/issues/1762)
+* Fixed Embeddings not ordered correctly when using `.merge_models` [#1804](https://github.com/MaartenGr/BERTopic/issues/1804)
+* Fixed Outlier topic not in the 0th position when using zero-shot topic modeling causing prediction issues (amongst others) [#1804](https://github.com/MaartenGr/BERTopic/issues/1804)
+* Fixed Incorrect label in ZeroShot doc SVG [#1732](https://github.com/MaartenGr/BERTopic/issues/1732)
+* Fixed MultiModalBackend throws error with clip-ViT-B-32-multilingual-v1 [#1670](https://github.com/MaartenGr/BERTopic/issues/1670)
+* Fixed AuthenticationError while using OpenAI() [#1678](https://github.com/MaartenGr/BERTopic/issues/1678)
+
+* Update FAQ on Apple Silicon by [@benz0li](https://github.com/benz0li) in [#1901](https://github.com/MaartenGr/BERTopic/pull/1901)
+* Add documentation DataMapPlot + FAQ for running on Apple Silicon by [@dkapitan](https://github.com/dkapitan) in [#1854](https://github.com/MaartenGr/BERTopic/pull/1854)
+* Remove commas from pip install reference in readme by [@luisoala](https://github.com/luisoala) in [#1850](https://github.com/MaartenGr/BERTopic/pull/1850)
+* Spelling corrections by [@joouha](https://github.com/joouha) in [#1801](https://github.com/MaartenGr/BERTopic/pull/1801)
+* Replacing the deprecated `text-ada-001` model with the latest `text-embedding-3-small` from OpenAI by [@atmb4u](https://github.com/atmb4u) in [#1800](https://github.com/MaartenGr/BERTopic/pull/1800)
+* Prevent invalid empty input error when retrieving embeddings with openai backend by [@liaoelton](https://github.com/liaoelton) in [#1827](https://github.com/MaartenGr/BERTopic/pull/1827)
+* Remove spurious warning about missing embedding model by [@sliedes](https://github.com/sliedes) in [#1774](https://github.com/MaartenGr/BERTopic/pull/1774)
+* Fix type hint in ClassTfidfTransformer constructor [@snape](https://github.com/snape) in [#1803](https://github.com/MaartenGr/BERTopic/pull/1803)
+* Fix typo and simplify wording in OnlineCountVectorizer docstring by [@chrisji](https://github.com/chrisji) in [#1802](https://github.com/MaartenGr/BERTopic/pull/1802)
+* Fixed warning when saving a topic model without an embedding model by [@zilch42](https://github.com/zilch42) in [#1740](https://github.com/MaartenGr/BERTopic/pull/1740)
+* Fix bug in `TextGeneration` by [@manveersadhal](https://github.com/manveersadhal) in [#1726](https://github.com/MaartenGr/BERTopic/pull/1726)
+* Fix an incorrect link to usecases.md by [@nicholsonjf](https://github.com/nicholsonjf) in [#1731](https://github.com/MaartenGr/BERTopic/pull/1731)
+* Prevent `model` argument being passed twice when using `generator_kwargs` in OpenAI by [@ninavandiermen](https://github.com/ninavandiermen) in [#1733](https://github.com/MaartenGr/BERTopic/pull/1733)
+* Several fixes to the docstrings by [@arpadikuma](https://github.com/arpadikuma) in [#1719](https://github.com/MaartenGr/BERTopic/pull/1719)
+* Remove unused `cluster_df` variable in `hierarchical_topics` by [@shadiakiki1986](https://github.com/shadiakiki1986) in [#1701](https://github.com/MaartenGr/BERTopic/pull/1701)
+* Removed redundant quotation mark by [@LawrenceFulton](https://github.com/LawrenceFulton) in [#1695](https://github.com/MaartenGr/BERTopic/pull/1695)
+* Fix typo in merge models docs by [@zilch42](https://github.com/zilch42) in [#1660](https://github.com/MaartenGr/BERTopic/pull/1660)
+
+
 ## **Version 0.16.0**
 *Release date: 26 November, 2023*
 

mkdocs.yml

@@ -99,8 +99,7 @@ plugins:
       watch:
         - bertopic
   - search
-  - social
-copyright: Copyright &copy; 2023 Maintained by <a href="https://github.com/MaartenGr">Maarten</a>.
+copyright: Copyright &copy; 2024 Maintained by <a href="https://github.com/MaartenGr">Maarten Grootendorst</a>.
 
 theme:
   custom_dir: images/

setup.py

@@ -6,9 +6,10 @@
 ]
 
 docs_packages = [
-    "mkdocs==1.1",
-    "mkdocs-material==4.6.3",
-    "mkdocstrings==0.8.0",
+    "mkdocs==1.5.3",
+    "mkdocs-material==9.5.18",
+    "mkdocstrings==0.24.3",
+    "mkdocstrings-python==1.10.0"
 ]
 
 base_packages = [
@@ -62,7 +63,7 @@
 setup(
     name="bertopic",
     packages=find_packages(exclude=["notebooks", "docs"]),
-    version="0.16.0",
+    version="0.16.1",
     author="Maarten P. Grootendorst",
     author_email="[email protected]",
     description="BERTopic performs topic Modeling with state-of-the-art transformer models.",