Master Local LLM Management with Orquesta CLI

Originally published at orquesta.live/blog/master-local-llm-management-with-orquesta-cli

Managing local large language models (LLMs) can be a complex endeavor, especially when dealing with multiple models and configurations. At Orquesta, we’ve built a CLI tool that drastically simplifies this process, while also offering seamless integration with our cloud dashboard. Whether you’re running Claude, OpenAI, Ollama, or vLLM, the Orquesta CLI enables you to manage these LLMs locally with the added benefit of bidirectional configuration synchronization.

Simplifying Local LLM Management

The Orquesta CLI is designed to make local management of LLMs straightforward and efficient. Here’s how we achieve that:

• Local Execution: Run models like Claude, OpenAI, Ollama, and vLLM entirely on your local machine. This ensures your data remains within your infrastructure, aligning with any compliance or privacy concerns.
• Config Sync: All configurations can be synced with the Orquesta cloud dashboard, allowing you to maintain a consistent environment across your team.
• Prompt History Tracking: Every prompt submitted through the CLI is tracked, providing a comprehensive history for review and audit purposes.

Why Local Execution Matters

Running LLMs locally has distinct advantages. It provides greater control over computational resources, reduces latency, and enhances security by keeping sensitive data off external servers. Furthermore, for organizations with strict compliance needs, the ability to run models within their own infrastructure is non-negotiable.

orquesta-cli run -m claude --prompt "Generate a summary for the latest report."

This command demonstrates how simple it is to execute a prompt locally using the Orquesta CLI. The tool interacts with the model of your choice, processes the input, and outputs the results without ever leaving your network.

Bidirectional Config Sync

Seamless Integration with Cloud Dashboard

One of the standout features of the Orquesta CLI is its bidirectional configuration sync with the Orquesta dashboard. This feature ensures that any changes made locally are reflected in the cloud and vice versa. This synchronization is crucial for maintaining consistency across different environments and team members.

• Org-Scoped Tokens: Manage access and permissions efficiently with organization-scoped tokens. This allows for fine-grained control over who can access specific models and run certain commands.
• Real-time Updates: Any modifications to settings are instantly updated across all platforms, reducing the overhead of manual configuration management.

Tracking and Auditing

The CLI keeps a detailed log of all interactions, including prompts and configurations, which are stored securely and can be accessed through the dashboard. This feature is essential for auditing and quality control, ensuring that all actions are traceable and accountable.

Streamlining Team Collaboration

Orquesta’s CLI is not just a tool for individuals but a platform designed for team collaboration. Here’s how it empowers teams:

• Role-Based Permissions: Assign roles to team members to control who can submit prompts, change configurations, or access certain models.
• Shared Prompt Library: Access a shared library of prompts that can be reused and adapted, increasing efficiency and reducing redundancy.

Example Workflow

1. Invite a Team Member: Use the CLI to invite a new team member and assign them a role.

   orquesta-cli team invite [e-mail] --role=developer

1. Submit a Prompt: The team member submits a prompt that is logged and tracked.

   orquesta-cli run -m openai --prompt "Analyze the customer feedback from Q3."

1. Sync Configurations: Any config changes made during this process are synced with the dashboard.

Conclusion: Empowering Autonomous AI Operations

The Orquesta CLI is a powerful tool that simplifies local LLM management while ensuring seamless integration with our cloud dashboard. By maintaining strict control over execution environments and configurations, teams can work more collaboratively and efficiently. Our solution is designed to meet the needs of modern teams who demand security, control, and ease of use from their AI operations.

Orquesta gives you the tools to manage your LLMs autonomously, ensuring that you have the insights and control needed to drive your AI initiatives forward.