Maestrist: AI Agent Platform

Part of the Orcest AI Ecosystem

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Maestrist is an AI agent platform that enables autonomous software development through intelligent agents. It is a core component of the Orcest AI ecosystem, integrated with RainyModel (rm.orcest.ai) for intelligent LLM routing across free, internal, and premium providers.

Orcest AI Ecosystem

Service	Domain	Role
Lamino	llm.orcest.ai	LLM Workspace
RainyModel	rm.orcest.ai	LLM Routing Proxy
Maestrist	agent.orcest.ai	AI Agent Platform
Orcide	ide.orcest.ai	Cloud IDE
Login	login.orcest.ai	SSO Authentication

Features

• AI-Driven Development: Autonomous agents that can write, test, and debug code
• Multiple Agent Types: CodeAct, Browsing, Visual Browsing, and more
• RainyModel Integration: Smart LLM routing with automatic fallback (Free → Internal → Premium)
• SSO Authentication: Enterprise-grade access control via login.orcest.ai
• Extensible Architecture: Plugin system for custom agents and tools
• MCP Compatibility: Full Model Context Protocol support
• Web Browsing: Agents can browse and interact with web pages
• Multi-Model Support: Works with any OpenAI-compatible LLM provider

Quick Start

Using Docker (Recommended)

docker run -it \
  -e LLM_BASE_URL="https://rm.orcest.ai/v1" \
  -e LLM_API_KEY="your-rainymodel-key" \
  -e LLM_MODEL="rainymodel/agent" \
  -p 3000:3000 \
  orcestai/maestrist

Configuration

Maestrist uses RainyModel as its default LLM backend. Configure via environment variables:

LLM_BASE_URL=https://rm.orcest.ai/v1
LLM_API_KEY=<your-rainymodel-api-key>
LLM_MODEL=rainymodel/agent

Or via config.toml:

[llm]
model = "rainymodel/agent"
api_key = "your-rainymodel-api-key"
base_url = "https://rm.orcest.ai/v1"

Development

make build
make setup-config
make run

Contributing

See CONTRIBUTING.md for contribution guidelines.

License

This project is licensed under the MIT License.

Part of the Orcest AI ecosystem.