Localhost AI
Namaste 🙏, I am Deepak.Here you will find a collection of AI related projects, articles and resources that I have been working on. My main focus is on privacy and local-first AI. Feel free to explore and quickest way to reach out to me would be LinkedIn. My other work can be found at dbanswan.com
Latest Projects
Some of the projects I've recently worked on.
Labelytics
Mobile app to read and understand any product ingredients label. Formerly known as LabelLens
Latest Articles
Some thoughts, articles on AI and other related topics.
serve huggingface models locally over http
A guide to serve Hugging Face models locally over HTTP using the Transformers library.
workflow design for creating generative ai solutions
Creating generative ai solutions while being very popular right now, it can get overwhelming very soon if a well defined workflow agreed upon by all stakeholders is not in place.
zero shot vs few shot prompting
Getting prompts just right achieving optimal result from the llm's model is a crucial and iterative process. In this article we will discuss the difference between zero-shot and few-shot prompting and how to use them effectively.
prompt engineering question refinement pattern
A pattern to refine your prompts for better results
how to avoid prompt injection in your ai models
How to avoid prompt injection in your AI models
Learning Resources
Explore a collection of AI related articles, research papers.