fabric is an open-source framework for augmenting humans using AI. It provides a modular framework for solving specific problems using a crowdsourced set of AI prompts that can be used anywhere.

SQL Database Explorer [SQLite, libSQL, PostgreSQL, MySQL/MariaDB, DuckDB, ClickHouse]

Positron, a next-generation data science IDE

Parse files for optimal RAG

Harness LLMs with Multi-Agent Programming

An Open-source Framework for Data-centric, Self-evolving Autonomous Language Agents

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

A pytorch package for non-negative matrix factorization.

This repository collects all relevant resources about interpretability in LLMs

Sparse Optimisation Research Code

Efficient few-shot learning with Sentence Transformers

Mass document analytics platform based on LlamaIndex, Pgvector, React and Django.

Genetics for Language Models

A simple but complete full-attention transformer with a set of promising experimental features from various papers

Python toolkit for quantitative finance

Toolkit to segment text into sentences or other semantic units in a robust, efficient and adaptable way.

About A collection of AWESOME things about information geometry Topics

Retrieval-Augmented Generation battle!

Probabilistic programming with programmable variational inference.

Geometric kernels on manifolds, meshes and graphs

Official Implementation of the paper: "A Rate-Distorion View of Uncertainty Quantification", ICML 2024

Large Action Model framework to develop AI Web Agents

A version of the old RStudio/Posit Primers, now with Quarto and webR

A `tree` util enhanced with tokens, lines, and components. `pip install -U tree_plus`