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I work on systems for safer AI Agents and LLM-focused technologies in databases.
Please take a look at:
tauformerand Topological Transfomer Paper: Challenge high-dimensionality in the Attention mechanism using topological searcharrowspaceand pyarrowspace: a paper and a repository for a graph-based approach to vector search, inspired by current research on metamaterialsgenegraph-storageandjavelin-tuinanogpt-rs: a porting in Rust of NanoGPT, the super-efficient LLM modeloptical-embeddings: A Rust implementation for DeepSeek-OCR text to image compressionsmartcore: a Machine Learning library in Rustbmpp-agents-rs: a framework for safe AI-coding agentsvibelang-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 understanding of LLMs.
All my work at -> https://www.tuned.org.uk/
Featured work
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tuned-org-uk/arrowspace-rs
VectorDB using dispersion models. Provides graph analysis, vector search and a key-value store for your vectors in one package.
Rust 32 -
tuned-org-uk/bmpp-agents-rs
BMPP: a proposal for an annotated protocol for Web Agents interoperability
Rust -
tuned-org-uk/pyarrowspace
`arrowspace` for Python. A graph analysis and vector search library
Python 6 -
tuned-org-uk/javelin-tui
a TUI for handling large vector embeddings datasets (with Lance) and run graph-based search
Rust -
tuned-org-uk/genegraph-storage
A minimal storage layer for storing large matrices and embeddings
Rust 1 -
tuned-org-uk/tauformer
A Transformer architecture based on taumode Attention. Paper -> https://github.com/tuned-org-uk/tauformer-paper
Rust 2
$25 a month
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- Access to private repositories
- Science-Driven Software newsletter
$100 a month
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- Full support for any repository in the organisation
$500 a month
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- Get a company license and support for all my code or any company-support basic request
$1,000 a month
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- I'll join your company chat app for help, support and coding
$2,000 a month
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- Full AI Agents support and coding for your organisation
$3,000 a month
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- Custom implementation with deadlines and weekly conference call