Guides, tutorials, and insights on open-source AI
Discover how to construct a powerful Retrieval-Augmented Generation (RAG) pipeline entirely on your local machine using open-source tools. This guide covers everything from data ingestion and vectorization to setting up a local LLM, enabling secure and private AI applications with your own data.
Unlock the full potential of open-source AI by fine-tuning models for your unique domain. This guide covers the why, what, and how of adapting powerful pre-trained models to excel at specific tasks, from data preparation to deployment. Learn to transform generic AI into specialized, high-performance solutions.
Discover how to construct robust, scalable, and customizable AI chatbots for production environments using a stack of powerful open-source technologies. This guide covers everything from natural language understanding to deployment strategies, ensuring your chatbot is ready for real-world applications.