Sembleverse #

Sembleverse exports the current Semble link index and builds a local map of related links.

Both Python files are self-contained uv scripts. You'll also need llama-embedding from llama.cpp.

Run #

uv run --script export_semble.py
uv run --script embed_semble.py

Open explore.html in a browser after both commands finish.

Embedding Model #

• The map uses ggml-org/embeddinggemma-300M-qat-q4_0-GGUF, which is the public QAT Q4_0 build of EmbeddingGemma.
• Each link gets a normalized 768 dimensional vector.
• The configured prompt is task: clustering | query: because the same vectors support the topic map and related link search.

License #

Sembleverse is available under the MIT License.