Packages

Elixir implementation of the GEPA (Genetic-Pareto) optimizer that combines LLM-powered reflection with Pareto search to evolve text-based system components.

Elixir client for HuggingFace Hub—dataset/model metadata, file downloads, caching, and authentication

Lineage IR for cross-system traces, spans, artifacts, and provenance edges. Provides a shared event envelope and sink interface for consolidation across runtimes.

Intermediate Representation for the Crucible ML reliability ecosystem

NsaiWork - Unified job scheduler for the North-Shore-AI platform. Protocol-first, multi-tenant job scheduling with priority queues, resource-aware scheduling, and pluggable backend execution.

Reusable semantic inference contracts, adapters, tracing, and conformance tests for Elixir AI systems.

An Elixir SDK for Claude Code - Build AI-powered CLI tools with Claude

Fairness and bias detection library for Elixir AI/ML systems. Provides comprehensive fairness metrics, bias detection algorithms, and mitigation techniques.

Asset-first data orchestration framework for Elixir/BEAM.

Provider-neutral Elixir SDK for System One semantics, evaluation, batching, telemetry, and OTP integration.

Comprehensive benchmarking framework for AI research. Measures latency, throughput, cost, and reliability with percentile analysis and Nx numerical computations.

Model evaluation harness for standardized benchmarking with semantic similarity, exact match, and custom metrics.

Production adapters and pipelines for PortfolioCore. Vector stores, graph stores, embedders, Broadway pipelines, and advanced RAG strategies.

Hexagonal architecture core for building flexible RAG systems in Elixir.

Explainable AI (XAI) tools for the Crucible framework. Includes LIME implementations, SHAP-like explanations, feature attribution, and model interpretability for local and global explanations.

Multi-model ensemble prediction with voting strategies for AI reliability. Leverages BEAM parallelism for massively concurrent LLM queries.

Elixir SDK for the TypeSafe AI API, built on the Pristine REST SDK substrate.

A library to make building performant RAG systems in Elixir easy

Experimental research framework for running AI benchmarks at scale. Provides orchestration, streaming processing with Flow/GenStage, and statistical analysis.

Elixir SDK for Linear with committed upstream schema artifacts and generated GraphQL API reference docs.