Stable Diffusion on Mobile - Model Optimization for Speed and Efficiency
Optimize Stable Diffusion for mobile: Learn techniques to enhance speed and efficiency, overcoming complexity challenges for improved performance on mobile devices.
Transforming Light: Exploring AI-Powered Image Relighting
Explore AI-powered image relighting techniques for transforming light in game development. Learn innovative approaches to enhance visual quality and realism in gaming environments.
Building an Orca Mini and Phi 3 Chatbot with Python on Raspberry Pi 5
Build a Python-based chatbot using Orca Mini and Phi 3 models on Raspberry Pi 5, running locally without internet or subscriptions. Gain hands-on experience in implementing AI models on embedded systems.
Creating Computer Vision Applications with OpenCV on Android Devices
Build computer vision apps on Android with OpenCV. Learn project setup, camera integration, image processing, and deployment on physical devices in this hands-on tutorial.
All About Ops: DataOps, MLOps, DevOps, AIOps
Explore DataOps, MLOps, DevOps, and AIOps with Michelle and Andreea. Discover how these practices optimize enterprise data, machine learning, and AI projects for improved efficiency and quality.
Security and Real-Time Linux in the Automotive Industry
Explore modern IT solutions for connected vehicles, including real-time Linux, OTA updates, and open-source best practices for automotive safety and innovation.
Putting an AI-Powered Data Analyst to the Test
Evaluate an AI-powered analyst prototype across beginner to advanced analytics queries, showcasing its capabilities in data analysis and interpretation.
Reimagining Recommendation Engines with OpenAI Function Calling, Langchain, and LLMs
Explore AI-powered travel recommendations using OpenAI, Langchain, and APIs. Learn to create personalized suggestions for ideal weather experiences and envision the future of AI assistants in service industries.
OpenAI Function Calling Tutorial for Beginners
Master OpenAI function calling to develop powerful LLM apps, from understanding its benefits to building your first application.
Retrieval Augmented Generation (RAG) for LLM-Powered Apps
Explore retrieval augmented generation (RAG) for enhancing LLM-powered applications, gaining insights into its importance and practical implementation.
Using Open Source LLMs with AutoGen - Deploying Llama 2 70B Tutorial
Deploy open-source LLMs with AutoGen using vLLM, Runpod, and Postman to simulate OpenAI chat completion endpoints. Learn to utilize this setup as a direct replacement for OpenAI invocations.
Building Local AI Agents with LangGraph and Ollama
Explore building local AI agents using LangGraph and Ollama. Learn integration techniques, code implementation, and compare with vLLM. Gain insights on Ollama's effectiveness for agent development.
Building Your First Python LLM App - A Tutorial on Cloning and Customizing
Clone and adapt a prototype flight search app using OpenAI, Langchain, and live data to build your own LLM-powered application.
Building a Custom GPT with OpenAI's GPTs - Live Demo
Explore building custom GPTs with OpenAI's tools in this live demo, enhancing content engagement and simplifying technical aspects for users.
Why Retrieval Augmented Generation (RAG) is Overrated
Explore the limitations of Retrieval Augmented Generation (RAG), including hallucinations, complexity, and cost. Learn practical approaches to make RAG more effective in AI applications.
AI Agent - Open-Source Perplexity Alternative Using LangGraph and Advanced Prompt Engineering
Explore Jar3d, an open-source AI agent using LangGraph and advanced prompt engineering. Learn to build a Perplexity alternative with Llama 3.1 for research-intensive tasks and local operation.
Kube Mentor - A Custom GPT for Certified Kubernetes Administrator (CKA) Exam Preparation
Explore Kube Mentor, a custom GPT designed to help you prepare for and excel in the Certified Kubernetes Administrator exam. Learn how this tailored AI can enhance your study process.
Running Llama 3 Locally with Ollama and LlamaEdge
Explore running Llama3 locally with Ollama and LlamaEdge. Learn to operate language models, use WebUI, serve models, and interact via Python. Discover GPTScript and Ollama's user interface for enhanced local LLM usage.
WebAssembly on Kubernetes Using Spinkube and Rancher Desktop
Deploy Wasm workloads on Kubernetes using SpinKube and Rancher Desktop. Create a Spin app, run it locally, and leverage cloud GPUs for AI inference deployment on KillerCoda.
Learn ChatGPT with DevOps Applications
Explore ChatGPT's applications in DevOps, from Linux commands to Kubernetes code. Gain insights on leveraging AI for efficient development and automation while understanding its limitations.
State of Cloud Native in 2024 - WebAssembly, Sustainability, Platform Engineering and More
Explore 2024's cloud native trends: WebAssembly advancements, sustainable computing practices, AI integration, and platform engineering evolution. Gain insights into transformative technologies shaping the future of cloud ecosystems.