Is RAG All You Need? A Look at the Limits of Retrieval Augmented Generation
Explore RAG's strengths and limitations in LLMs, examining its effectiveness for different applications and discussing alternative approaches for improved output quality.
Using pgvector and PostgreSQL to Find Pictures at a Party
Explore using pgvector and PostgreSQL to automate finding photos of yourself at events. Learn to extract faces, calculate embeddings, and query image data efficiently.
Learning to Code in the Age of AI
Explore the impact of AI on coding education, balancing AI tools with foundational skills to enhance learning and avoid potential pitfalls in programmer development.
State-of-the-Art Image Generation for the Masses with Diffusers
Explore open-source Diffusers library for fast, high-quality image and video generation. Learn applications in inpainting, editing, and scene composition using diffusion models.
MemComputing: When Memory Becomes a Computing Tool - Lecture 37
Explore MemComputing, a revolutionary approach where memory acts as a computing tool, presented by Prof. Massimiliano Di Ventra from UC San Diego.
AI, Determinism, Code Generation and Refactoring - GeeCON Prague 2023
Explore AI's role in software development, its limitations, and potential future directions with insights from Michael Feathers at GeeCON Prague 2023.
Building Smarter Solutions With No Expertise in Machine Learning
Discover how to create intelligent solutions without ML expertise. Learn practical approaches to leverage AI technologies for smarter applications.
How I Built the World's Okay-est Battlesnake - Devoxx Poland 2022
Odkryj tajniki tworzenia Battlesnake'a, poznaj strategie i algorytmy, które pomogą Ci stworzyć własnego węża do gry w programistyczne wyzwanie.
Thoughts and Practices of Apache HugeGraph in Open Source Graph Databases
Explore Apache HugeGraph's journey in open-source graph databases. Learn about its features, Apache Foundation integration, community operations, and strategies for efficiency and cost control in graph database systems.
Real-time AI Made Easy - Harnessing Generative AI Functions in Apache Kafka and Apache Pulsar
Harness Generative AI Functions in Apache Kafka and Pulsar for real-time AI applications. Explore Vector Search, Computing Embeddings, and Chat Completion use cases with a live demonstration.
GitHub Copilot for SQL Development - Integrating AI into Database Development
Discover how to leverage GitHub Copilot as an AI assistant for efficient SQL coding and database development, enhancing your daily workflow.
Extendable by Design - Building Generative AI Apps with PostgreSQL, Vector Storage, and Azure AI
Harness PostgreSQL's extensibility to build AI-enabled apps using pgvector and Azure OpenAI. Gain hands-on experience through live demonstrations and practical insights.
Navigating the Skies of Open AI - Perfecting Grounding for Large Language Models
Explore ChatGPT's impact on knowledge consumption, learn about LLM grounding and vector databases, and understand OpenAI's technology for efficient data retrieval and scalability.
Navigating Data Governance in the Age of Generative AI
Explore LLMs' impact on data analytics, their advantages, and governance challenges. Gain insights to effectively integrate AI into data strategies while maintaining proper oversight.
Designing and Building AI Applications with Vector Search Using Azure OpenAI and Azure Cosmos DB
Design and build AI applications using vector search with Azure OpenAI and Azure Cosmos DB, enhancing your skills in creating advanced AI solutions.
Air Traffic Control - Data Governance with Databricks Unity Catalog: Tips, Tricks, and Best Practices
Discover data governance essentials and Unity Catalog's role in simplifying management for lakehouse analytics and AI initiatives. Learn key requirements and best practices.
Lessons Learned: Insights from 30 Years in Cloud and AI/ML Integration
Explore insights from 30 years of cloud and AI/ML integration, focusing on data governance's role in streamlining operations and delivering business value through trusted data products.
The Next Frontier - Azure OpenAI Models and the Arrival of GPT-4
Explore GPT-4's capabilities and Azure's integration for innovative AI applications. Gain insights into cutting-edge advancements for developers, data scientists, and business professionals.
Welcome to the World of SQL Copilots - Latest Innovations in AI Companions for SQL Development
Explore AI companions transforming SQL development. Learn about GitHub Copilots for T-SQL and Azure SQL management assistance. Discover the latest innovations in SQL Copilot technology through demos.
Harnessing Data Science and AI in Microsoft Fabric
Explore latest data science developments in Microsoft Fabric, including end-to-end workflow support, Copilot experiences, and evolving AI capabilities for enhanced productivity.
Building AI-Ready Applications with Azure SQL DB and Azure AI Services
Explore development of AI-ready apps using Azure SQL DB, open-source platforms, and Azure AI services. Learn modern design principles and vector capabilities for intelligent, data-driven solutions.