Ruby agents

Seamless Integration with Amazon Bedrock for AI-Powered Text and Image Generation in Ruby.

Automatically filter sensitive information from RubyLLM conversations using Top Secret.

Convert natural language to bash commands using OpenAI Codex

Personal Blog

The Chatbot Framework written in Ruby

Bring ChatGPT & Dall-E into your CLI as a specialized personal assistant.

Ragnar is a pure Ruby command-line RAG (Retrieval-Augmented Generation) tool with zero external dependencies. It provides local document indexing, semantic search, and LLM-powered query processing. Built to be hackable, it lets Ruby developers experiment with agentic workflows and RAG pipelines natively in Ruby.

Workflow guardrails for coding agents and LLM-assisted development: AGENTS.md, native hooks, MCP, SaneMaster, circuit breakers, and shared process checks.

Workspace for humans and AI agents. Every block is a doc, a task, a discussion, and agent context — one object, not three copies your agent has to choose between. Context is lexically scoped: pin a rule at the root, every task below inherits it. Self-hosted, MCP-native.

NLP Cloud serves high performance pre-trained or custom models for NER, sentiment-analysis, classification, summarization, paraphrasing, intent classification, product description and ad generation, chatbot, grammar and spelling correction, keywords and keyphrases extraction, text generation, image generation, code generation, and much more...

:woman: Lita plugin for AWS CloudFront

RAGGLE - LLM-powered search and chat for all your team's data

Share HTML pages in seconds — drop a file, get a private link. No accounts. Built for AI agents: publish/update API, llms.txt, per-paste isolated origins.

Intent-driven agent harness for humans in the loop. Idea development and work system, with intent stores as project memory, DAG (Direct Acyclic Graph) ordering, auto mode for intent development, new delivery cycle, and more.

Long-term memory for AI agents in Ruby, recall relevant facts and inject them into the prompt, stored in your own Postgres.

A persistent Rails server for AI agents (no MCP needed). Avoids boot overhead for repeated queries via fast command-line access.

Rails-native Matrix SDK for building multi-agent bot systems and real-time communication features

A unified interface for discovering and accessing skill configuration paths for various AI coding agents.

A chatbot for Twitch written in Ruby.

IRC chatbots using the ChatGPT API

:woman: Get images from www.irasutoya.com

Undercover Agents is an open-source, multi-tenant AI platform for building, operating, and publishing agentic systems from a Rails application.

Curated reading list & living survey on long-term memory for LLM agents — 989 papers, 529 archived PDFs, deep notes mapped to memory-kernel modules. Feeds the Ymem Research Radar.

Chatbot powered by Lita!

:performing_arts: an AI/Bot library is designed to run on social networks.

An implementation of the OmniAI interface for Anthropic.

A self-hosted, single-user news dashboard with content is curated by LLM models

GitHub CLI extension for rendering issues and pull requests as markdown for LLM consumption

A Ruby exploration of Thurston Ball's "How to Build an Agent"

🛡️ The safety & validation layer for LLMs in Ruby. Prevents JSON errors, repairs AI outputs, and enforces schemas for Rails & beyond.

Generate a newspaper from my Readwise Reader inbox based on my recent reading and writing

A chat messaging tool for inter-agent communication. Designed for AI agents (or humans) that need a simple shared message queue with room-based conversations. Includes a CLI and a web UI.

Create a RAG AI chatbot with knowledge store from any website

Twilio SMS driver for Stealth

:speech_balloon: An AI bot for IRC written in Ruby

Framework for creating telegram bots.

The gem that makes it easier to use the OpenAI API

Generate Jekyll related posts with AI 🪄

Ruby OpenAI client with support for generating code from prompts & running the generated code

Sales-Agent is an intelligent sales automation platform that combines Ruby on Rails with Large Language Models (OpenAI/Gemini) to: • Automate lead prioritization and follow-ups • Generate AI-driven customer insights • Integrate with CRMs via API • Scale with Docker and GitHub Actions

Agent orchestration

Build your own agent with ruby.

Visual AI orchestrator

Chatbot message voice using jekyll

Stealth driver for voice bots via Amazon Alexa

Smart gateway for LLM calls in Ruby/Rails. Semantic cache (Redis + cosine similarity), model router, stop word compressor, and sliding window history manager.

Pi for Ruby

Botkit is a framework for creating chatbots for different services.

A natural-language interface for your 🐚 shell, powered by GPT 🤖

Aixle Flow — orchestrate coding agents through durable, inspectable workflows.

A simple language aware Ruby chatbot for Telegram messenger using SimSimi API.

🤖 Extend AI coding assistants with 115 skills, 16 agents, and 48 commands for structured, expert-driven development workflows.

Open source agent management deck for your OpenClaw agents

I wanted to play with an autonomous AI and I wanted to do it in Ruby...

Multi-agent orchestration framework in Ruby — dynamic context routing between specialized LLM agents to minimize token usage and avoid context pollution.

Homebrew tap for AgentTap - network-level AI agent observability

Benchmark AI code generation speed and cost across 13 programming languages using Claude Code for clear, data-driven language comparison.

A minimal Ruby client for interacting with CrewAI AMP APIs, supporting kickoff, status tracking, health checks, and workflow resumption.

Deliver daily Chinese AI news summaries by filtering top global tech blog articles into concise, valuable insights for quick reading.

Workflow-first multi-agent orchestration for Ruby, built on RubyLLM.

The fullstack framework for building AI Agents in Ruby on Rails. Build, test, deploy, and monitor in one platform. Advanced alternative to RubyLLM and Active Agent.