Master Local LLMs with Orquesta CLI and Dashboard Sync

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

Running large language models (LLMs) locally offers significant advantages including enhanced privacy, reduced latency, and greater control over computational resources. Orquesta CLI provides a robust solution for managing local LLMs, such as Claude, OpenAI, Ollama, and vLLM, and seamlessly syncing configurations with a cloud dashboard. This integration empowers teams to monitor and optimize their AI workflows effectively.

Local LLM Management Made Easy

Managing LLMs locally can be a daunting task without the right tools. Orquesta CLI simplifies this process by providing:

• Unified Interface: Orquesta CLI offers a consistent command-line interface for managing multiple LLMs locally. This eliminates the need to learn disparate tools for different models.
• Efficient Resource Utilization: By running LLMs on your own hardware, you can leverage existing infrastructure, reducing dependency on cloud resources.
• Enhanced Security: Keeping your data on-premises ensures that sensitive information is never exposed to external servers.

Here's a simple example of how you can manage a local LLM using Orquesta CLI:

# Start an LLM instance locally
orquesta-cli start llm --model claude

# View the status of running LLMs
orquesta-cli status

Synchronizing Configurations to the Cloud Dashboard

One of the standout features of Orquesta CLI is the ability to synchronize configurations and prompt histories to a cloud dashboard. This ensures consistency across different environments and facilitates collaboration among team members. Here’s how it works:

Bidirectional Sync

• Local to Cloud: As you modify LLM configurations locally, Orquesta CLI automatically syncs these changes to the cloud dashboard. This ensures that all team members have access to the latest configurations.
• Cloud to Local: Any changes made in the cloud dashboard are mirrored back to your local setup. This bidirectional sync eliminates discrepancies and ensures all environments are in sync.

Org-Scoped Tokens

Orquesta CLI supports organization-scoped tokens, offering a secure way to manage access and permissions across your team. This ensures that only authorized personnel can alter LLM configurations or access sensitive data.

# Sync configurations to the cloud
orquesta-cli sync --direction up

# Fetch the latest configurations from the cloud
orquesta-cli sync --direction down

Tracking Prompt History

Understanding past interactions with your LLMs is crucial for debugging, improving prompt efficiency, and ensuring quality control. Orquesta CLI provides comprehensive prompt history tracking:

• Detailed Logs: Each interaction with an LLM is logged, providing a complete audit trail. This includes timestamps, prompt details, and response snippets.
• Searchable History: The cloud dashboard offers advanced search capabilities, allowing you to quickly locate specific interactions or analyze patterns.

Streamlining Team Collaboration

Orquesta CLI isn't just about individual efficiency; it’s designed with team collaboration in mind:

• Role-Based Access: Assign roles and permissions to team members, ensuring that everyone has the right level of access.
• Prompt Submissions: Team members can submit prompts directly from their devices, whether via the CLI or through integrated tools like the Telegram bot.

Here’s how you can manage roles with Orquesta CLI:

# List current team roles and permissions
orquesta-cli roles list

# Update permissions for a specific role
orquesta-cli roles update --role developer --permissions read,write

Conclusion

Orquesta CLI, with its local-first approach to LLM management and seamless cloud sync capabilities, provides a comprehensive solution for modern AI workflows. By integrating local resource management with robust cloud features, it supports both individual developers and larger teams in achieving their AI development goals efficiently and securely. Whether you're managing Claude, OpenAI, or any other supported model, Orquesta CLI offers the tools needed to streamline your processes and maximize productivity.