The repository provides a step-by-step tutorial and reference implementation for creating a ReAct-based AI agent that uses DeepSeek for high-dimensional vector retrieval. It covers environment setup, dependency installation, and configuration of vector stores for custom data. The agent employs the ReAct pattern to combine reasoning traces with external knowledge searches, resulting in transparent and explainable responses. Users can extend the system by integrating additional document loaders, fine-tuning prompt templates, or swapping vector databases. This flexible framework enables developers and researchers to prototype powerful conversational agents that reason, retrieve, and interact seamlessly with various knowledge sources in a few lines of Python code.

Driveway is a powerful AI-driven Chrome extension that automates the process of creating step-by-step guides, product demos, and workflow walkthroughs. By recording your click actions in the browser, it generates perfectly cropped screenshots along with written instructions. This tool is invaluable for educators, trainers, and businesses looking to enhance their documentation and training materials without the hassle of manual editing. With Driveway, anyone can create professional-looking guides quickly and efficiently, allowing for easier knowledge sharing within teams or with customers.