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# 🪡 orra (✨Alpha✨)
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Move beyond simple Crews and Agents. Use Orra to build production-ready multi-agent applications that handle complex real-world interactions.
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Move beyond simple Crews and Agents. Use orra to build production-ready multi-agent applications that handle complex real-world interactions.
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Orra coordinates tasks across your existing stack, agents and any tools run as services using intelligent reasoning — across any language, agent framework or deployment platform.
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orra coordinates tasks across your existing stack, agents and any tools run as services using intelligent reasoning — across any language, agent framework or deployment platform.
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* 🧠 Smart pre-evaluated execution plans
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* 🎯 Domain grounded
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-[Installation](#installation)
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-[How The Plan Engine Works](#how-the-plan-engine-works)
Download the latest CLI binary for your platform from our [releases page](https://github.com/orra-dev/orra/releases):
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→ [Full CLI documentation](docs/cli.md)
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### 2. Get Orra Plan Engine Running
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### 2. Get orra Plan Engine Running
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Clone the repository and start the Plan Engine:
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#### 1. Base Planning
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Your agents stay clean and simple (wrapped in the Orra SDK):
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Your agents stay clean and simple (wrapped in the orra SDK):
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**Python**
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```python
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* Real-time status updates
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* Webhook result delivery
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### Explore Examples
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## Guides
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-[From Fragile to Production-Ready Multi-Agent App](https://github.com/orra-dev/agent-fragile-to-prod-guide)
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## Explore Examples
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- 🛒 [E-commerce AI Assistant (JavaScript)](examples/ecommerce-agent-app) - E-commerce customer service with a delivery specialized agent
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- 👻 [Ghostwriters (Python)](examples/crewai-ghostwriters) - Content generation example showcasing how to use Orra with [CrewAI](https://www.crewai.com) 🆕🎉
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- 👻 [Ghostwriters (Python)](examples/crewai-ghostwriters) - Content generation example showcasing how to use orra with [CrewAI](https://www.crewai.com) 🆕🎉
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- 📣 [Echo Tools as Service (JavaScript)](examples/echo-js) - Simple example showing core concepts using JS
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- 📣 [Echo Tools as Service (Python)](examples/echo-python) - Simple example showing core concepts using Python
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###Docs and Guides
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## Docs
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-[Rapid Multi-Agent App Development with Orra](docs/rapid-agent-app-devlopment.md)
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-[What is an Agent in Orra?](docs/what-is-agent.md)
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-[Orchestrating Actions with Orra](docs/actions.md)
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-[Rapid Multi-Agent App Development with orra](docs/rapid-agent-app-devlopment.md)
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-[What is an Agent in orra?](docs/what-is-agent.md)
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-[Orchestrating Actions with orra](docs/actions.md)
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-[Domain Grounding Execution](docs/grounding.md)
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-[Execution Plan Caching](docs/plan-caching.md)
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-[Core Topics & Internals](docs/core.md)
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## Self Hosting
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1.**Storage**: We use BadgerDB to persist all state
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2.**Deployment**: Single-instance only, designed for development and self-hosted deployments
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2.**Deployment**: Single-instance only, using containers designed for development and self-hosted deployments
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