AIA is a revolutionary CLI console application that brings multi-model AI capabilities to your command line, supporting 20+ providers including OpenAI, Anthropic, and Google. Run multiple AI models simultaneously for comparison, get consensus responses from collaborative AI teams, or compare indi...

Manage the parameterized prompts (text) used in generative AI (aka chatGPT, OpenAI, et.al.) using storage adapters such as FileSystemAdapter, SqliteAdapter, and ActiveRecordAdapter.

`agent99` is a Ruby gem designed to facilitate the creation and management of smart agents, providing a straightforward interface for tasks such as natural language processing, context handling, and conversing with various AI models. It allows developers to smoothly integrate and utilize AI ca...

`ai_client` is a versatile Ruby gem that offers a seamless interface for integrating a wide range of AI service providers through a single, unified API. With `ai_client`, you can simply specify the model name and quickly leverage advanced features such as chatting, transcription, and speech s...

An advanced AI-powered git commit message generator. It leverages multiple AI providers including OpenAI, Anthropic, Google, and local models via Ollama to create meaningful and contextual commit messages. This gem streamlines the commit process, ensuring consistent and informative version contro...

An encapsulation of a convention I have been using with the slop, nenv, inifile and configatron gems for quick and dirty development of command-line based utility programs. Slop parses ARGV; Nenv parses ENV; inifile parses INI; Configatron keeps it all together. YAML a...

FactDb implements the Event Clock concept - capturing organizational reasoning through temporal facts with validity periods (valid_at/invalid_at), entity resolution, and audit trails back to source content. Built on PostgreSQL with pgvector support for semantic search.

HTM (Hierarchical Temporal Memory) provides intelligent memory/context management for LLM-based applications. It implements a two-tier memory system with durable long-term storage (PostgreSQL) and token-limited working memory, enabling applications to recall context from past conversations using ...

justprep is a CLI tool implemented as a Ruby gem AND a compiled Crystal binary. It allows a task file to be auto-generated from seperate source files that contain inclusionary keywords such as include, import, require and with.

Under development. Contributors welcome.

Command-line interface for Ragdoll's unified text-based RAG system. Converts all media types (images, audio, documents) to searchable text for powerful cross-modal search capabilities. Under development. Contributors welcome.

Rails engine providing ActiveRecord integration, background jobs, and UI components for Ragdoll's unified text-based RAG system. Converts all media types to searchable text for powerful cross-modal search capabilities.

SharedTools provides a collection of reusable common tools for Ruby applications using ruby_llm gem.

Much like ActiveRecord abstracts the model as an ORM from the backend data-store, SmartMessage abstracts the message from its backend transport processes.

Simplistic playpen (e.g. not for serious use) for doing technical analysis of stock prices. Under Construction.

A Sinatra-based web application for stock market analysis using the SQA library

An SQA-specific wrapper around the ta_lib_ffi gem which access to TA-Lib providing many technical analysis indicators for stock analysis. Part of the SQA (Simple Qualitative Analysis) ecosystem.

TrakFlow is a specialized task tracking system designed for robots. It implements a dependency-aware graph, allowing robots to handle complex/lengthy task workflows without losing context. Tasks are stored as JSONL files within a designated directory, using Git as the underlying database for vers...

Some REST some SOAP some WORK some DON'T