Getting Started with Ollama and Web UI for Large Language Models
Learn to install Ollama, run Meta AI's Llama 3.1, and set up Web UI for a ChatGPT-like interface to interact with large language models locally on your machine.
Getting Started with Ollama, Llama 3.1 and Spring AI
Learn to run open-source LLMs locally with Ollama, use Meta's latest Llama 3.1 model, and integrate it into Spring applications using Spring AI for powerful language processing capabilities.
Getting Started with GPT-4 in Spring AI - Chat and Vision Capabilities
Learn to integrate GPT-4's chat and vision capabilities into Spring applications, enhancing AI functionality for more advanced and interactive features.
Getting Started with GPT-4 in Java
Learn to create a Java app that interacts with OpenAI's GPT-4o model, covering API key setup and REST API calls without external dependencies.
Spring AI - Bring Your Own Data by Stuffing the Prompt
Aprenda a técnica de "stuffing the prompt" para adicionar contexto às solicitações de IA, usando Spring AI com modelos de linguagem como GPT-4, melhorando a precisão e relevância das respostas.
Using ChatGPT to Write Python Web Scrapers - Demonstration and Cautions
Explore using ChatGPT to build web scrapers in Python, including benefits and potential pitfalls. Learn to refine prompts and understand limitations of AI-generated code.
Running Stable Diffusion on Apple Silicon Macs - A Simple Guide
Learn to run Stable Diffusion AI image generation on Apple Silicon Macs. Step-by-step guide covers setup, creating art, advanced options, and tips for getting started with this powerful open-source tool.
Generative AI for Social Good - Applications and Ethical Considerations
Explore generative AI's impact on social good, from medical imaging to language support. Learn about ethical applications in diversity training, bias detection, and enhancing communication in underrepresented languages.
OpenAI Strawberry's Innards - How It Works and What Comes Next for OpenAI
Explore OpenAI Strawberry's inner workings and future developments, from bootstrapping INSTRUCT models to advancing reasoning capabilities in AI systems.
AI-Driven Application Optimization Using Bandit Algorithms
Explore bandit algorithms for personalized experiences in modern applications, from recommendations to network optimization. Gain insights as both developer and user.
Creating in the Age of AI - A Creative Revolution
Explore AI's impact on creative industries, breaking barriers and raising ethical questions. Discover how AI-generated content is revolutionizing accessibility and redefining human creativity.
How AI Can Empower Teachers to Transform Education
Explore how AI can revolutionize education by freeing up teachers' time, enabling personalized learning, and fostering deeper student-teacher connections.
Guiding LLMs While Staying in the Driver's Seat - Lightning Talk
Explore strategies for guiding LLMs in software tasks while implementing crucial safety checks to prevent errors and ensure reliable performance.
Reasoning Machines - Building Defensible Apps with LLMs
Explore building defensible apps with LLMs by leveraging the entire tech stack. Learn strategies to create unique products using "reasoning machines" beyond simple model wrappers.
Agentic Relationship Management - Building AI for Complex Personal and Professional Networks
Explore agentic relationship management to navigate complex personal and professional networks in the digital age.
LangChain: Enabling LLMs to Use Tools
Explore LLM tool usage: importance, types, prompting strategies, and challenges. Gain insights from LangChain's CEO on enhancing Language Model applications.
Vector Databases and Large Language Models for Context Retrieval - LLMs in Production
Explore vector databases and LLMs for real-time context retrieval in AI applications. Learn to enhance generative models with up-to-date external knowledge, preventing hallucinations and improving accuracy.
Monitoring Unstructured Data - Lightning Session
Explore ML observability for unstructured data with Arize. Learn about embeddings, monitoring challenges, and solutions through expert insights and a product demo.
Developer Productivity in a Post-AI World
Explore AI's impact on developer tools, from code suggestions to security improvements. Learn to leverage virtual assistants for enhanced productivity and efficiency.
From Web 2.0 to Web 3.0 - Moving to Enterprise-Grade Production
Explore enterprise-grade Web3 adoption with Kaleido and Fidelity. Learn about simplified, compliant solutions, plug-and-play services, and blockchain opportunities in workplace business. Discover how Web3 offers better, faster, and cheaper outcomes.
Hyperledger Fabric and AI for Trusted Enterprise AI Solutions
Explore integrating Hyperledger Fabric with AI for trusted enterprise solutions. Learn how blockchain enhances AI transparency, security, and auditability in business applications.