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BERTopic.load(path, embedding_model=...) makes a redundant HuggingFace network request even when an embedder is explicitly provided

Status: Open.

#2493 In MaartenGr/BERTopic;

· luismavs opened on Jun 18, 2026

_extract_representative_docs uses text-based in matching, causing wrong documents when duplicates exist

Status: Open.

#2492 In MaartenGr/BERTopic;

· pidefrem opened on Jun 9, 2026

_extract_representative_docs samples with replace=True, producing duplicate representative documents

Status: Open.

#2491 In MaartenGr/BERTopic;

· pidefrem opened on Jun 9, 2026

ci: add uv_exclude_newer env in github actions workflow?

Status: Open.

#2485 In MaartenGr/BERTopic;

· afuetterer opened on May 13, 2026

Thinking models in ollama exit early

bugSomething isn't workingSomething isn't working

Status: Open.

#2481 In MaartenGr/BERTopic;

· sam-baumann opened on Apr 14, 2026

Untrusted impersonation of the project at bertopic.org

Status: Open.

#2478 In MaartenGr/BERTopic;

· zerobitflux opened on Apr 5, 2026

Untrusted impersonation of the project at bertopic.com

Status: Open.

#2477 In MaartenGr/BERTopic;

· zerobitflux opened on Apr 5, 2026

find_topics(topic) crashes if topic is a 1-element list

bugSomething isn't workingSomething isn't working

Status: Open.

#2475 In MaartenGr/BERTopic;

· raffaelemancuso opened on Mar 8, 2026

BadRequestError: Error code: 400

bugSomething isn't workingSomething isn't working

Status: Open.

#2469 In MaartenGr/BERTopic;

· powerhorse1986 opened on Jan 26, 2026

German Language Issues: Umlaut Removal and Compound Word Truncation in c-TF-IDF

Status: Open.

#2468 In MaartenGr/BERTopic;

· MHZach opened on Jan 19, 2026

Structured LLM JSON Output → Dynamic DataFrame Columns for Topic & Document Analysis

Status: Open.

#2466 In MaartenGr/BERTopic;

· kloniphani opened on Dec 28, 2025

Switch documentation from mkdocs-material to zensical

Status: Open.

#2460 In MaartenGr/BERTopic;

· MaartenGr opened on Dec 3, 2025