Generative AI Project Template
Template for a new generative ai project using uv, nicegui, fastapi, llms (cloud & local with litellm and ollama) and langfuse for llm observability
Overview
The Generative AI Project Template is a comprehensive toolkit designed for developers looking to kickstart their generative AI projects. It seamlessly integrates various technologies like UV, NiceGUI, FastAPI, and multiple large language models (LLMs), both in the cloud and locally. This versatile template not only simplifies the setup process but also enhances project management with advanced observability features.
With the rise of AI-driven applications, having a structured and efficient foundation for development is crucial. This template enables users to leverage the power of LLMs while ensuring that their projects are built on a solid and scalable architecture.
Features
- Multi-Technology Integration: Combines UV, NiceGUI, FastAPI, and LLMs (cloud & local) for a robust development environment.
- Support for Litellm and Ollama: Easily utilize various large language models to enhance your AI capabilities.
- Langfuse Integration: Provides observability for LLMs, allowing for better monitoring and performance tracking.
- User-Friendly Interface: NiceGUI offers a streamlined and intuitive interface for easier application development.
- Scalable Architecture: Designed to accommodate growth, making it ideal for both small projects and large-scale applications.
- Quick Setup: The template simplifies the initial setup process, allowing developers to focus on building features rather than configurations.
- Extensive Documentation: Comprehensive guides and resources are available, making it easier for newcomers to get started.
- MkDocs
MkDocs is a fast, simple and downright gorgeous static site generator that's geared towards building project documentation. Documentation source files are written in Markdown, and configured with a single YAML configuration file.