Hex.pm portfolio
Hex.pm libraries for observability, orchestration, AI tooling, and verifiable data flows.
A comprehensive Elixir library for managing AI agent sessions, state persistence, conversation context, and multi-agent orchestration workflows.
The unified observability layer for the AI Control Plane, delivering full-fidelity tracing for AI agent reasoning, tool calls, and state transitions.
Altar provides a robust, type-safe foundation for building AI agent tools in Elixir. It offers a clean contract to define and execute tools locally, with a clear promotion path to…
Protocol-based AI adapter foundation for Elixir. Provides unified abstractions for gemini_ex, claude_agent_sdk, and codex_sdk with automatic fallback support, runtime capability…
An Elixir SDK for the Amp CLI — programmatic access to Amp's AI coding agent
Labeling queue library for managing human labeling workflows. Domain-agnostic HITL (human-in-the-loop) data annotation with inter-rater reliability metrics (Cohen's kappa, Fleiss'…
A metaprogramming framework for building REST APIs from OTP operations with automatic endpoint generation, parameter validation, and OpenAPI documentation.
The definitive CI/CD platform for AI Quality.
Configuration management with CLI parsing for Elixir
The command and control layer for the AI-powered enterprise.
An Elixir SDK for Claude Code - Build AI-powered CLI tools with Claude
An Elixir SDK for Claude Code - Build AI-powered CLI tools with Claude
Idiomatic Elixir SDK for OpenAI's Codex agent. Provides a complete, production-ready interface with streaming support, comprehensive event handling, and robust testing utilities.
Command center core library for AI agent orchestration
Adversarial testing and robustness framework for AI models with 25 attacks (character/word/semantic perturbations, prompt injection, jailbreak, extraction, inversion), defenses…
Comprehensive benchmarking framework for AI research. Measures latency, throughput, cost, and reliability with percentile analysis and Nx numerical computations.
Dataset management and caching for AI research benchmarks
Model deployment orchestration with health checking and rollback
Multi-model ensemble prediction with voting strategies for AI reliability. Leverages BEAM parallelism for massively concurrent LLM queries.
Feedback collection, drift detection, and active learning for ML pipelines
CrucibleFramework: A thin orchestration layer for experiment pipelines. Provides pipeline execution, stage behaviour, and optional persistence.
Experimental research framework for running AI benchmarks at scale. Provides orchestration, streaming processing with Flow/GenStage, and statistical analysis.
Request hedging for tail latency reduction in distributed systems. Implements Google's 'Tail at Scale' with adaptive strategies. Reduces P99 latency by 75-96%.
Intermediate Representation for the Crucible ML reliability ecosystem
Model versioning, artifact storage, and lineage tracking for ML pipelines
Advanced telemetry collection and analysis for AI research
Structured causal reasoning chain logging for LLMs. Captures decision-making processes with cryptographic verification for transparency and debugging.
Unified ML training infrastructure for Elixir/BEAM
Explainable AI (XAI) tools for the Crucible framework. Includes LIME implementations, SHAP-like explanations, feature attribution, and model interpretability for local and global…
Dataset management library for ML experiments with support for GSM8K, HumanEval, MMLU loaders and evaluation metrics (BLEU, ROUGE, F1).
DSPy for Elixir via SnakeBridge - Declarative LLM programming
A 100% faithful port of the DuckDB Python client to Elixir, using the DuckDB CLI for full API compatibility with the official Python client.
A Phoenix LiveView performance monitoring dashboard for tracking slow endpoints and database queries during development.
ElixirScope is a next-generation debugging and observability platform for Elixir applications, designed to provide an Execution Cinema experience through deep, compile-time AST…
Local-first observability for Elixir with New Relic API parity. A complete tracing and observability solution that works entirely offline while maintaining compatibility with New…
Vector embeddings service for the NSAI ecosystem
Model evaluation harness for standardized benchmarking with semantic similarity, exact match, and custom metrics.
Production-ready data validation and quality library for Elixir ML pipelines. Provides 22 built-in expectations, drift detection, advanced profiling with outliers and…
Fairness and bias detection library for Elixir AI/ML systems. Provides comprehensive fairness metrics, bias detection algorithms, and mitigation techniques.
Generic Topological Data Analysis for Elixir
Advanced schema definition and validation library for Elixir
Asset-first data orchestration framework for Elixir/BEAM.
FlowStone integration for altar_ai - AI-powered data pipeline assets. Provides FlowStone.AI.Resource for unified AI access and FlowStone.AI.Assets DSL helpers (classify_each,…
Sample factory library for generating, transforming, and computing measurements on arbitrary samples. Domain-agnostic data pipeline orchestration for ML dataset preparation.
Lightweight resilience primitives for backoff, retry, rate-limit windows, circuit breakers, semaphores, and telemetry helpers.
An Elixir SDK for the Gemini CLI — Build AI-powered applications with Google Gemini
Comprehensive Elixir client for Google's Gemini AI API with dual authentication, embeddings with MRL, streaming, type safety, and built-in telemetry for production applications.
Elixir implementation of the GEPA (Genetic-Pareto) optimizer that combines LLM-powered reflection with Pareto search to evolve text-based system components.
HuggingFace Datasets for Elixir - Load, stream, and process ML datasets from the HuggingFace Hub with native BEAM/OTP integration.
Elixir client for HuggingFace Hub—dataset/model metadata, file downloads, caching, and authentication
Phoenix LiveView interface for sample generation and human labeling workflows. Thin wrapper around Forge (sample factory) and Anvil (labeling queue) with real-time progress…
A blazingly fast Elixir library for repairing malformed JSON using binary pattern matching. Handles LLM outputs, legacy data, and broken JSON with intelligent context-aware fixes.
Elixir client library for the Jules API. Jules is an AI-powered coding assistant that can automate software development tasks across multiple repositories.
Shared IR structs for Forge, Anvil, Ingot, and external clients; typed datasets, samples, assignments, labels, artifacts, and evaluation runs for labeling workflows.
Lineage IR for cross-system traces, spans, artifacts, and provenance edges. Provides a shared event envelope and sink interface for consolidation across runtimes.
AI Firewall and guardrails for LLM-based Elixir applications. Provides prompt injection detection, data leakage prevention, jailbreak detection, and comprehensive security…
A multi-agent framework for the BEAM (Erlang VM) that provides agent lifecycle management, message passing, discovery, and extensibility for building distributed agent-based…
Metrics aggregation service for experiment results and system health monitoring.
Unified API Gateway for North Shore AI services - handles routing, authentication, rate limiting, and circuit breaking
North Shore AI Registry: Distributed model registry with PubSub coordination, health monitoring, and multi-backend storage for ML reliability research.
NsaiWork - Unified job scheduler for the North-Shore-AI platform. Protocol-first, multi-tenant job scheduling with priority queues, resource-aware scheduling, and pluggable…
Composable regularization penalties and loss functions for the Nx ecosystem
Ollixir is a complete Elixir client library for the Ollama API.
A typing system for Elixir/OTP.
Interactive CLI/REPL for the NSAI ecosystem: unified interface for Crucible experiments, CNS dialectical synthesis, and ML reliability research.
AI pipeline orchestration library for Elixir. Chain Claude and Gemini APIs with robust execution, fault tolerance, and self-improving Genesis pipelines.
Elixir browser automation with WSL-to-Windows support. Control visible Windows browsers from WSL.
Code Intelligence Platform built on the Portfolio RAG ecosystem. Repository analysis, semantic code search, dependency graphs, and AI-powered code understanding with multi-…
Hexagonal architecture core for building flexible RAG systems in Elixir.
Production adapters and pipelines for PortfolioCore. Vector stores, graph stores, embedders, Broadway pipelines, and advanced RAG strategies.
Application layer for Portfolio ecosystem providing RAG workflows, graph analysis, domain registries, and CLI tools built on portfolio_core and portfolio_index.
Prompt Runner SDK - An Elixir toolkit for orchestrating multi-step prompt executions through AgentSessionManager with streaming output, progress tracking, multi-repository…
A library to make building performant RAG systems in Elixir easy
Unified schema definition, validation, and JSON generation for Elixir. Sinter is a focused, high-performance schema validation library designed specifically for dynamic frameworks…
Aggregates and packages Claude skills from multiple Elixir projects into a single, validated bundle ready for distribution.
Low-level BEAM↔Python concurrency substrate. ETS-backed shared state with Python views, batched fan-out with real backpressure, and stage composition over BEAM + Python steps.…
Compile-time generator for type-safe Elixir bindings to Python libraries
High-performance pooler and session manager for external language integrations. Supports Python, Node.js, Ruby, and more with gRPC streaming, session management, and production-…
Battle-hardened OTP testing toolkit with chaos engineering, performance testing, and zero-sleep synchronization patterns for building robust Elixir applications.
Declarative, headless multi-agent runtime for code review orchestration with signals, workflows, and Postgres persistence.
Synapse integration for altar_ai - SDK-backed LLM providers for multi-agent workflows. Provides unified adapter layer for Gemini, Claude, and Codex with automatic fallback,…
Pure-Elixir TikToken-style byte-level BPE tokenizer, with helpers for Kimi K2 encodings.
Elixir SDK for Tinker: LoRA training, sampling, and future-based workflows with telemetry and HTTP/2.
vLLM for Elixir via SnakeBridge - Easy, fast, and cheap LLM serving for everyone. High-throughput LLM inference with PagedAttention, continuous batching, and OpenAI-compatible API.
A modern Elixir client for Weaviate vector database with support for collections, objects, batch operations, GraphQL queries, and vector search. Includes health checks and…
