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@tuned-org-uk

tuned.org.uk

AI Systems @Mec-iS

tuned.org.uk

👋 Welcome 📺🛰️

  • I am @Mec-iS and I do AI research engineering from London, UK
  • The main effort of this organisation is to build the next generation of vector databases, ready for the challenges of modern context architecting
  • You can read my seminal paper on Topological Indexing of vector spaces at JOSS -> link to paper
  • I provide services for companies willing to tackle properly the era of LLMs, see my sponsorship tiers -> https://github.com/sponsors/tuned-org-uk 💰

I work on systems for safer AI Agents and LLM-focused technologies in databases. I develop libraries with minimalism as design principle.

Please take a look at:

  • arrowspace and pyarrowspace: a paper and a repository for a graph-based approach to vector search, inspired by current research on metamaterials
  • smartcore: a Machine Learning library in Rust
  • genegraph-storage: a storage layer for matrices and graph data
  • javelin: a data tool for graph exploration using the Lance file format
  • nanogpt-rs: a porting in Rust of NanoGPT, the super-efficient LLM model
  • optical-embeddings: A Rust implementation for DeepSeek-OCR text to image compression
  • bmpp-agents-rs: a framework for safe AI-coding agents
  • vibelang-rs: a Rust implementation of Meaning Typed Prompting, a protocol to represent prompting to human and LLMs

Please consider sponsoring me to improve your and your organisation's handle of LLMs. All my work at -> https://www.tuned.org.uk/ ⚠️ 🫡Sponsors get the Science-Driven Software newsletter with incredible insights into science and software. Example post here ⚠️

All you need to know at www.tuned.org.uk

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  1. pyarrowspace pyarrowspace Public

    `arrowspace` for Python. A graph analysis and vector search library

    Python 6 1

  2. smartcore smartcore Public

    Forked from smartcorelib/smartcore

    A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

    Rust

  3. bmpp-agents-rs bmpp-agents-rs Public

    Forked from Mec-iS/bmpp-agents-rs

    BMPP: a proposal for an annotated protocol for Web Agents interoperability

    Rust

  4. vibelang-rs vibelang-rs Public

    Forked from Mec-iS/vibelang-rs

    Vibelang in Rust: agents with Meaning Typed Prompting (MTP)

    Rust

  5. javelin-tui javelin-tui Public

    a TUI for handling large vector embeddings datasets (with Lance) and run graph-based search

    Rust

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