orka-reasoning 0.9.14

Modular agent orchestrator for reasoning pipelines

Overview

OrKA-reasoning is a open-source, local‑first, YAML‑driven system for composing AI workflows. Define agents and control‑flow in configuration, run them with a single command, and keep everything observable and reproducible.

Think of it as a streamlined, open-source experimental framework with a strong focus on:

• YAML‑first workflows: declarative configs over code > see YAML Configuration
• Visual builder and runner (drag‑and‑drop) > see OrKa UI
• Built‑in memory with vector search and decay > see Memory System
• Local and cloud LLM support with cost controls > see Backends
• Rich control flow (router, fork/join, loop, failover, plan validation) > see Agents & Nodes
• Path discovery with GraphScout (beta) > see GraphScout
• Structured JSON inputs for complex data > see JSON Inputs
• Observability and tracing > see Observability
• Testing guidance and examples > see Testing Guide

Get started

• Quickstart: docs/quickstart.md
• Documentation index: docs/index.md
• Examples: examples/

Community

• Issues & feature requests: https://github.com/marcosomma/orka-reasoning/issues
• Contributing guide: CONTRIBUTING.md

License

Apache 2.0 — see LICENSE