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Pringled/README.md

Hi there 👋

I'm Thomas van Dongen. I'm head of AI engineering at Springer Nature and co-founder of Minish, an open-source NLP lab working on efficient models and packages.

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Open Source Projects

ProjectDescription
sembleA code-search MCP/CLI tool for AI agents that drastically reduces token consumption
model2vecDistill sentence transformers into static embeddings that are orders of magnitude faster
semhashMultimodal semantic deduplication, outlier detection, and representative filtering
pyversityDiversify search & retrieval results to reduce redundancy and improve coverage
vicinityFast, lightweight nearest neighbor search with pluggable backends
model2vec-rsA Rust port of Model2Vec
tokenlearnPre-train static embedding models
agentcheckA Go CLI that audits what an AI agent can access before you run it

Pinned Loading

  1. MinishLab/sembleMinishLab/semblePublic

    Fast and Accurate Code Search for Agents. Uses 99% fewer tokens than grep+read

    Python 5.9k 256

  2. MinishLab/model2vecMinishLab/model2vecPublic

    Fast State-of-the-Art Static Embeddings

    Python 2.2k 123

  3. MinishLab/semhashMinishLab/semhashPublic

    Fast Multimodal Semantic Deduplication & Filtering

    Python 960 56

  4. pyversitypyversityPublic

    Fast Diversification for Search & Retrieval

    Python 497 26