LMForge End To End LLMOps Platform For Multi Model Agents
AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangChain, featuring one-click Docker deployment.
Overview
The LLMOps platform is an innovative solution designed for managing large language model operations, catering to various AI agents and workflows efficiently. With its robust architecture and seamless integration features, it allows users to deploy and manage multi-model agents effortlessly. Whether you’re an AI developer or a business looking to harness the power of language models, LLMOps provides the tools you need to streamline your operations.
Features
- Easy Deployment: Quick one-command setup for seamless deployment using Docker and Docker Compose, ensuring that even users with limited technical expertise can get started effortlessly.
- Web UI Accessibility: Access your operations through a user-friendly web interface hosted locally, making it easy to monitor and manage different agents.
- API Gateway: Utilize a dedicated API gateway that simplifies the integration and interaction with various services, enhancing flexibility and scalability.
- Detailed Documentation: Comprehensive project documentation and API guides designed to assist users at every stage, from installation to advanced configuration.
- Security Best Practices: Comes with built-in security features like CSRF protection and guidelines for changing default passwords to ensure safe operations in a production environment.
- Customizability: Flexible configuration options allow users to set up multi-provider environments tailored to their specific operational needs.
- Robust Architecture: Built with a strong focus on persistence and reliability, ensuring your data remains safe and accessible across operations.
- Flask
Flask is a lightweight and popular web framework for Python, known for its simplicity and flexibility. It is widely used to build web applications, providing a minimalistic approach to web development with features like routing, templates, and support for extensions.
- Vue
Vue.js is a lightweight and flexible JavaScript framework that allows developers to easily build dynamic and reactive user interfaces. Its intuitive syntax, modular architecture, and focus on performance make it a popular choice for modern web development.
- Tailwind
Tailwind CSS is a utility-first CSS framework that provides pre-defined classes for building responsive and customizable user interfaces.
- Docker
A website that uses Docker for containerization to streamline development, testing, and deployment workflows. This includes features such as containerization of dependencies, automated builds and deployments, and container orchestration to ensure scalability and availability.