Welcome to Sembosa Project

Sembosa is your go-to resource for building and understanding the most famous Large Language Model (LLM) architectures from scratch. Whether you're a seasoned developer or just starting out, our detailed project guides will walk you through the intricacies of LLMs and help you create powerful applications, including cutting-edge Retriever Augmented Generation (RAG) systems.

What You'll Find Here

Comprehensive Guides: Step-by-step tutorials on constructing LLM architectures like GPT, Llama, Mistral, and more. We break down complex concepts into manageable parts, making it easier for you to grasp the fundamentals and advanced techniques alike.

RAG Applications: Learn how to build apps that leverage LLMs for tasks such as question answering, content generation, and more. We provide examples of how to integrate LLMs into your applications and showcase real-world applications that leverage LLMs for various tasks.

Why Sembosa?

At Sembosa, we're passionate about democratizing AI and making advanced technologies accessible to everyone. Our guides are crafted with clarity and practical insights, ensuring that you can follow along and implement your own projects with confidence. Whether you're building a foundation in NLP or looking to expand your expertise, Sembosa is here to support your journey.

Join the Sembosa Community

Sembosa is not just a set of guides; it's a vibrant community of learners, builders, and innovators. We encourage you to participate by raising issues and submitting pull requests on GitHub. Whether you're sharing your projects, collaborating on new concepts, or simply connecting with others who share your passion for AI, Sembosa offers a space for meaningful engagement and growth.