MLCommons: Towards Safe and Responsible AI
A brief on MLCommons, along with their AI Safety taxonomy of hazards, and benchmarks.
Topic
AI/ML
A collection of posts on artificial intelligence and machine learning.
Protect Jupyter Notebooks with NB Defense Extension
A step-by-step guide on protecting Jupyter notebooks with NB Defense, an open-source extension by Protect AI.
Blinkist for URLs with LlamaIndex and OpenAI
A brief guide to AI-generated web URL summaries with LlamaIndex and OpenAI.
Chat with PDF using LlamaIndex and LlamaParse
A step-by-step guide on chatting with a PDF document using LlamaIndex, LlamaParse and OpenAI.
Running Open-Source Generative AI Models on Fireworks AI
Run open-source AI models on Fireworks AI — text, image, and code generation via a simple Streamlit app with Kimi K2.5, DeepSeek V3.2, GLM-5, and more.
Generative Q&A with LangChain, Gemini and Chroma
A step-by-step guide on generative question-answering with LangChain, Gemini and Chroma.
Open-Source ChatGPT UI Alternative with Open WebUI
A brief guide to deploying Open WebUI, an open-source ChatGPT UI alternative, on Railway.
Self-Hosted Jupyter Notebooks for Data Science Professionals
A step-by-step guide to self-hosted Jupyter notebook environments for data science professionals.
Running Open-Source Generative AI Models on Replicate
Run open-source AI models on Replicate — text, image, code, audio, and music generation via a Streamlit app with Llama, Flux Schnell, MusicGen, and more.
Magika: Enhancing File Content Type Detection through Deep Learning
Enhancing file content type detection through deep learning with Magika, an open-source tool by Google.