• aitrace0.1.0

  1 255 Downloads

  The unified observability layer for the AI Control Plane, delivering full-fidelity tracing for AI agent reasoning, tool calls, and state transitions.

• altar0.2.0

  1 742 Downloads

  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 future distributed systems.

• altar_ai0.1.0

  58 Downloads

  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 detection, and built-in telemetry.

• anvil_ex0.1.1

  82 Downloads

  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' kappa, Krippendorff's alpha) and export to standard formats.

• arsenal0.1.0

  1 220 Downloads

  A metaprogramming framework for building REST APIs from OTP operations with automatic endpoint generation, parameter validation, and OpenAPI documentation.

• assessor0.0.0

  378 Downloads

  The definitive CI/CD platform for AI Quality.

• chz_ex0.1.3

  136 Downloads

  Configuration management with CLI parsing for Elixir

• citadel0.0.0

  234 Downloads

  The command and control layer for the AI-powered enterprise.

• claude_agent_sdk0.9.0

  1 239 Downloads

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

• claude_code_sdk0.2.2

  316 Downloads

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

• codex_sdk0.5.0

  633 Downloads

  Idiomatic Elixir SDK for OpenAI's Codex agent. Provides a complete, production-ready interface with streaming support, comprehensive event handling, and robust testing utilities.

• command0.1.0

  35 Downloads

  Command center core library for AI agent orchestration

• crucible_adversary0.4.0

  188 Downloads

  Adversarial testing and robustness framework for AI models with 25 attacks (character/word/semantic perturbations, prompt injection, jailbreak, extraction, inversion), defenses (detection/filtering/sanitization), certified robustness metrics, and attack composition.

• crucible_bench0.4.0

  216 Downloads

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

• crucible_datasets0.5.4

  315 Downloads

  Dataset management and caching for AI research benchmarks

• crucible_deployment0.2.1

  95 Downloads

  Model deployment orchestration with health checking and rollback

• crucible_ensemble0.4.1

  174 Downloads

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

• crucible_feedback0.2.0

  65 Downloads

  Feedback collection, drift detection, and active learning for ML pipelines

• crucible_framework0.5.2

  469 Downloads

  CrucibleFramework: A thin orchestration layer for experiment pipelines. Provides pipeline execution, stage behaviour, and optional persistence.

• crucible_harness0.3.3

  181 Downloads

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

• crucible_hedging0.4.1

  177 Downloads

  Request hedging for tail latency reduction in distributed systems. Implements Google's 'Tail at Scale' with adaptive strategies. Reduces P99 latency by 75-96%.

• crucible_ir0.3.0

  231 Downloads

  Intermediate Representation for the Crucible ML reliability ecosystem

• crucible_model_registry0.3.1

  137 Downloads

  Model versioning, artifact storage, and lineage tracking for ML pipelines

• crucible_telemetry0.4.0

  155 Downloads

  Advanced telemetry collection and analysis for AI research

• crucible_trace0.3.1

  155 Downloads

  Structured causal reasoning chain logging for LLMs. Captures decision-making processes with cryptographic verification for transparency and debugging.

• crucible_train0.2.0

  92 Downloads

  Unified ML training infrastructure for Elixir/BEAM

• crucible_xai0.4.0

  195 Downloads

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

• datasets_ex0.1.0

  41 Downloads

  Dataset management library for ML experiments with support for GSM8K, HumanEval, MMLU loaders and evaluation metrics (BLEU, ROUGE, F1).

• dspex0.4.0

  364 Downloads

  DSPy for Elixir via SnakeBridge - Declarative LLM programming

• duckdb_ex0.2.0

  156 Downloads

  A 100% faithful port of the DuckDB Python client to Elixir, using the DuckDB CLI for full API compatibility with the official Python client.

• elixir_dashboard0.2.0

  103 Downloads

  A Phoenix LiveView performance monitoring dashboard for tracking slow endpoints and database queries during development.

• elixir_scope0.0.1

  69 Downloads

  ElixirScope is a next-generation debugging and observability platform for Elixir applications, designed to provide an Execution Cinema experience through deep, compile-time AST instrumentation guided by AI-powered analysis.

• elixir_tracer0.1.0

  79 Downloads

  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 Relic's API surface.

• embed_ex0.1.0

  42 Downloads

  Vector embeddings service for the NSAI ecosystem

• eval_ex0.1.5

  197 Downloads

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

• ex_data_check0.2.1

  141 Downloads

  Production-ready data validation and quality library for Elixir ML pipelines. Provides 22 built-in expectations, drift detection, advanced profiling with outliers and correlations, statistical analysis, and comprehensive quality metrics for machine learning workflows.

• ex_fairness0.5.1

  243 Downloads

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

• ex_topology0.2.0

  110 Downloads

  Generic Topological Data Analysis for Elixir

• exdantic0.0.2

  624 Downloads

  Advanced schema definition and validation library for Elixir

• flowstone0.5.2

  208 Downloads

  Asset-first data orchestration framework for Elixir/BEAM.

• flowstone_ai0.1.0

  38 Downloads

  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, enrich_each, embed_each) with telemetry bridging.

• forge_ex0.1.1

  80 Downloads

  Sample factory library for generating, transforming, and computing measurements on arbitrary samples. Domain-agnostic data pipeline orchestration for ML dataset preparation.

• foundation0.2.0

  413 Downloads

  Lightweight resilience primitives for backoff, retry, rate-limit windows, circuit breakers, semaphores, and telemetry helpers.

• gemini_ex0.8.8

  2 840 Downloads

  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.

• gepa_ex0.1.2

  117 Downloads

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

• hf_datasets_ex0.1.1

  63 Downloads

  HuggingFace Datasets for Elixir - Load, stream, and process ML datasets from the HuggingFace Hub with native BEAM/OTP integration.

• hf_hub0.1.3

  141 Downloads

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

• ingot0.1.0

  41 Downloads

  Phoenix LiveView interface for sample generation and human labeling workflows. Thin wrapper around Forge (sample factory) and Anvil (labeling queue) with real-time progress updates, keyboard shortcuts, and inter-rater reliability dashboards.

• json_remedy0.2.0

  11 142 Downloads

  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.

• jules_ex0.1.0

  48 Downloads

  Elixir client library for the Jules API. Jules is an AI-powered coding assistant that can automate software development tasks across multiple repositories.

• labeling_ir0.1.0

  49 Downloads

  Shared IR structs for Forge, Anvil, Ingot, and external clients; typed datasets, samples, assignments, labels, artifacts, and evaluation runs for labeling workflows.

• llm_guard0.3.1

  189 Downloads

  AI Firewall and guardrails for LLM-based Elixir applications. Provides prompt injection detection, data leakage prevention, jailbreak detection, and comprehensive security guardrails.

• mabeam0.0.1

  79 Downloads

  A multi-agent framework for the BEAM (Erlang VM) that provides agent lifecycle management, message passing, discovery, and extensibility for building distributed agent-based systems.

• metrics_ex0.1.0

  41 Downloads

  Metrics aggregation service for experiment results and system health monitoring.

• nsai_gateway0.1.0

  37 Downloads

  Unified API Gateway for North Shore AI services - handles routing, authentication, rate limiting, and circuit breaking

• nsai_registry0.1.0

  40 Downloads

  North Shore AI Registry: Distributed model registry with PubSub coordination, health monitoring, and multi-backend storage for ML reliability research.

• nx_penalties0.1.2

  122 Downloads

  Composable regularization penalties and loss functions for the Nx ecosystem

• ollixir0.1.0

  26 Downloads

  Ollixir - A nifty Elixir client library for the Ollama API.

• perimeter0.1.0

  115 Downloads

  A typing system for Elixir/OTP.

• pilot0.1.0

  36 Downloads

  Interactive CLI/REPL for the NSAI ecosystem: unified interface for Crucible experiments, CNS dialectical synthesis, and ML reliability research.

• pipeline_ex0.1.1

  148 Downloads

  AI pipeline orchestration library for Elixir. Chain Claude and Gemini APIs with robust execution, fault tolerance, and self-improving Genesis pipelines.

• playwriter0.0.2

  141 Downloads

  Cross-platform browser automation for Elixir with advanced WSL-to-Windows integration. Features headed browser support, Chrome profile integration, and WebSocket-based remote browser control for seamless automation across platforms.

• portfolio_coder0.1.0

  34 Downloads

  Code Intelligence Platform built on the Portfolio RAG ecosystem. Repository analysis, semantic code search, dependency graphs, and AI-powered code understanding with multi-language support.

• portfolio_core0.4.0

  178 Downloads

  Hexagonal architecture core for building flexible RAG systems in Elixir.

• portfolio_index0.4.0

  181 Downloads

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

• portfolio_manager0.3.1

  125 Downloads

  Application layer for Portfolio ecosystem providing RAG workflows, graph analysis, domain registries, and CLI tools built on portfolio_core and portfolio_index.

• prompt_runner_sdk0.1.0

  0 Downloads

  Prompt Runner SDK - An Elixir toolkit for orchestrating multi-step prompt executions with Claude Agent SDK and Codex SDK. Features streaming output, progress tracking, multi-repository support, and automatic git integration.

• rag_ex0.3.4

  157 Downloads

  A library to make building performant RAG systems in Elixir easy

• sinter0.1.0

  152 Downloads

  Unified schema definition, validation, and JSON generation for Elixir.

  Sinter is a focused, high-performance schema validation library designed specifically for dynamic frameworks like DSPy. It distills complex validation APIs into a single, powerful, and unified engine.

• skill_ex0.1.0

  49 Downloads

  Aggregates and packages Claude skills from multiple Elixir projects into a single, validated bundle ready for distribution.

• snakebridge0.9.0

  775 Downloads

  Compile-time generator for type-safe Elixir bindings to Python libraries

• snakepit0.11.0

  2 146 Downloads

  High-performance pooler and session manager for external language integrations. Supports Python, Node.js, Ruby, and more with gRPC streaming, session management, and production-ready process cleanup.

• supertester0.5.1

  560 Downloads

  Battle-hardened OTP testing toolkit with chaos engineering, performance testing, and zero-sleep synchronization patterns for building robust Elixir applications.

• synapse0.1.1

  94 Downloads

  Declarative, headless multi-agent runtime for code review orchestration with signals, workflows, and Postgres persistence.

• synapse_ai0.1.0

  43 Downloads

  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, workflow actions, signal handlers, and telemetry bridging.

• tiktoken_ex0.2.0

  79 Downloads

  Pure-Elixir TikToken-style byte-level BPE tokenizer, with helpers for Kimi K2 encodings.

• tinkex0.3.4

  942 Downloads

  Elixir SDK for Tinker: LoRA training, sampling, and future-based workflows with telemetry and HTTP/2.

• vllm0.1.1

  51 Downloads

  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.

• weaviate_ex0.7.4

  313 Downloads

  A modern Elixir client for Weaviate vector database with support for collections, objects, batch operations, GraphQL queries, and vector search. Includes health checks and friendly error messages for missing configuration.

NSHkr

• zerotrust@nshkr.com
• nshkrdotcom on GitHub