Proxmox LangChain Agent

what is Proxmox LangChain Agent?

Proxmox LangChain Agent is a lightweight FastAPI service that provides a chat endpoint backed by LangChain and Redis-based message history, designed to interact with a Proxmox MCP (Model Context Protocol) server for conversational access to Proxmox cluster and VM information.

how to use Proxmox LangChain Agent?

To use the agent, you need to set up a Proxmox MCP server and a Redis instance. After building the Docker image, run the container and send a POST request to the /chat endpoint with your query in JSON format.

key features of Proxmox LangChain Agent?

• FastAPI-based chat service for Proxmox management.
• Integration with LangChain for advanced conversational capabilities.
• Redis for persistent message history.
• Custom tools for retrieving VM and cluster information.

use cases of Proxmox LangChain Agent?

1. Managing Proxmox VMs through conversational queries.
2. Retrieving cluster status and VM lists via chat.
3. Automating Proxmox management tasks using natural language.

FAQ from Proxmox LangChain Agent?

• What is required to run the Proxmox LangChain Agent?

You need Docker, a Redis instance, and access to a Proxmox MCP server.

• How do I send a query to the agent?

Send a POST request to /chat with a JSON body containing your message.

• Can I extend the agent with new tools?

Yes! You can define new functions and add them to the tools list in the app.py file.