Generate AI Images in Real-Time Using Flux and FastAPI - Type, Speak, and See Instant Results
Create an interactive AI image generation app with real-time results using FastAPI, OpenAI, and Together API. Implement typing and speech input for a hands-free experience.
Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time
Explore real-time data correction in LLM applications using vector indexing. Learn to build a chatbot that adapts to changing information, ensuring accuracy and reliability in AI-powered conversations.
Substrate Engineering - Foundations for AI-Assisted Development
Explore the importance of substrate engineering in LLM-based tools, focusing on improving programming languages and frameworks for enhanced code reliability and safety.
Prompt Optimization and Parameter Efficient Fine Tuning for Large Language Models
Explore state-of-the-art prompt optimization techniques and parameter efficient fine-tuning methods for large language models to enhance performance on various tasks.
Total Synthesis Guidance for Chemists Using LLM and LMM Prompts
Enhance total synthesis efficiency using LLM and LMM prompts to analyze recent papers, extracting key insights for improved yield, purity, and cost-effectiveness in complex organic molecule production.
Using Custom Instructions with Copilot to Enhance Prompts - Visual Studio Code Tutorial
Enhance prompts with Copilot's Custom Instructions to streamline development. Learn to leverage specifications and database definitions for efficient project generation and testing.
Introduction to Generative AI
Explore the fundamentals of Generative AI, its applications, model types, and usage principles in this concise overview.
Accelerating Generative AI with Vertex AI Studio - Put Your Prompts on the Fast Track
Optimize prompt management for AI models using Vertex AI Studio. Learn end-to-end lifecycle, rapid evaluation, and automatic improvements for faster production.
AI Unwrapped: Creating a Christmas Calendar App Using Only AI-Generated Code
Explore AI-driven app development through a Christmas calendar project. Learn prompts, challenges, and practical insights on leveraging AI tools for coding and innovation.
Trusting Your Co-Pilot: Understanding AI Assistants and Their Reliability
Explore the trustworthiness of Co-Pilots, understanding their information handling and response accuracy. Gain insights into GPT-4, Microsoft 365 Co-Pilot, and the iterative inference process.
Foundation Models in the Modern Data Stack - Part 2
Explore foundation models' applications in data analytics, cleaning, and linkage. Learn solutions for production deployment challenges in the modern data stack.
Wardley Mapping for Prompt Engineering - Part 2
Explore Wardley Mapping for strategic prompt engineering in AI, learning to analyze value chains and target efforts effectively.
LIMA: Less is More for Alignment - Turning Language Models into Chatbots
Explore LIMA, a LLaMa-based model fine-tuned on 1,000 curated prompts, producing impressive responses without user data or RLHF. Discover insights on language model alignment from this innovative approach.
Evaluating LLMs for AI Risk - Techniques for Red Teaming Generative AI
Explore cutting-edge techniques for red-teaming generative AI and building validation engines to probe models for security, ethics, and safety issues. Learn a framework to manage AI risk across the model lifecycle.
Graphs and Language - AI in Production Lightning Talk
Explore building knowledge graphs with language models and small language models to improve quality. Learn about NLP, recommender systems, and blockchain applications in digital solutions.
Taming AI Product Development Through Test-driven Prompt Engineering
Explore test-driven development's crucial role in prompt engineering for AI systems. Learn to create reliable, predictable AI products through effective TDD practices.
LLMs vs LMs in Production - Key Differences in Using 100M vs 100B Parameter Models
Explore key differences between using 100M vs 100B parameter models in production, covering MLOps processes, prompt testing, automated training, and real-time inference for conversational AI.
ell: A Powerful, Robust Framework for Prompt Engineering
Explore ell, a robust framework for prompt engineering. Learn versioning, visualization, and advanced techniques to craft perfect prompts without boilerplate code.
How to Win Friends and Influence LLMs with Prompt Engineering
Master prompt engineering techniques to optimize large language model outputs for text and code tasks.
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.
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.