LangGraph Deep Dive: Building AI Research Agents with Graphs
Build an AI research agent using LangGraph, exploring its graph-based approach for flexible execution. Learn to integrate tools like GPT-4, Pinecone, arXiv, and Google for in-depth report generation on chosen topics.
PepsiCo's Low-Code Global Data Platform Powered by Unity Catalog
Explore PepsiCo's data revolution using Unity Catalog, enhancing security, governance, and efficiency. Learn how this global platform streamlines data processes across multiple digital products and business units.
Make Generative AI Work - Best Practices from Data Leaders
Data leaders discuss implementing generative AI, sharing real-world experiences, challenges, and strategies. Learn to bridge the gap from concept to deployment, break down data silos, and build a data culture embracing AI's transformative power.
State-of-the-Art Retrieval Augmented Generation at Scale in Spark NLP
Efficient scaling of RAG systems using Spark NLP: pre-processing, embedding calculation, post-processing, and integration with LangChain and HayStack for production-grade LLM systems.
Lessons Learned from Migrating the Largest Immunization Analytics Platform
Insights from migrating a massive immunization registry to Databricks, covering data understanding, file structure impact, compute requirements, and workflow optimization for healthcare analytics.
Introduction to Vector Search on Databricks
Explore vector search integration in Databricks for enhanced data retrieval. Learn fundamentals, implementation, optimization, and real-world applications to transform your data processes.
Argo CD and GitOps Security: Exploiting Redis Vulnerability in Kubernetes Clusters
Unveiling a critical vulnerability in Argo CD, exposing Kubernetes clusters to privilege escalation attacks. Learn about the exploit, its impact, and essential mitigation strategies for GitOps security.
Manual Training of Voice-Powered AI Computer - OpenAI, Python, SQLite, Google Voice
Learn to manually train an AI-powered voice assistant using OpenAI, Python, SQLite, and Google Voice. Covers system design, text and voice-based implementations, and code review.
DIY Computer Vision Web App with OpenAI API for Online Images - Python, Bottle, OpenAI
Build a web app using Python, Bottle, and OpenAI API to analyze online images with computer vision, including SQLite integration for data storage.
DIY: Ollama Compare LLM Results Web App - Python, Bottle, and SQLite
Build a web app to compare LLM results using Ollama, Python, Bottle, and SQLite. Learn project architecture, setup, and coding for CLI and web interfaces.
DIY AI-Powered Autoblog with Ollama, Llama2, Python, and Bottle
Learn to create an AI-powered autoblog using Ollama, Llama2, Python, and Bottle. Rewrite existing blog content with LLM technology and store it in a database.
DIY: Ultimate AI-Powered Autoblog Using RSS - Python, Ollama, Beautiful Soup, Feedparser, SQLite
Learn to create an AI-powered autoblog using Python, Ollama, Beautiful Soup, Feedparser, and SQLite. Explore architecture, code examples, and best practices for automated content generation.
GraphQL API Development with Spring Boot, Java, and Maven
Live coding session: Build a GraphQL API with Spring Boot, Java & Maven. Load blog posts from JSON to Postgres database. Practical demonstration of GraphQL implementation in a Spring Boot environment.
Getting in the Weeds with Time-Series Databases for AI
Explore integrating time-series databases and tools like InfluxDB 3.0 and Bytewax to develop AI-driven applications for effective real-time data capture and management.
Introducing Pydantic's New Platform
Unveiling Pydantic's latest innovation: a comprehensive demo and explanation of their newly announced platform, showcasing its features and potential impact on Python development.
What's in a Vector Database? - Understanding Vector Storage and AI Integration
Explore vector databases' unique features, including indexing, hybrid searches, and AI integration. Learn how they differ from traditional databases and their role in modern AI applications.
The Spring Data Cookbook - Delicious Recipes for Fast, Secure Data
Explore classic and innovative data repository recipes using Spring, JPA, and NoSQL. Learn about result limits, keyset scrolling, and enhance applications with observability and metrics.
Connecting to SQL Databases from VS Code - Creating and Modifying Databases
Learn to connect SQL databases in VS Code using Azure and SQLTools extensions. Create, modify, and interact with databases using Python and SQLAlchemy in this hands-on tutorial.
Hash Tables in Database Systems - Lecture 7
Explore hash table implementations in database systems and their impact on query processing efficiency. Includes a flash talk on RelationalAI's innovative approach to data management.
Memory and Disk I/O Management - Lecture 6
Explore memory and disk I/O management in database systems, covering buffer pool organization, replacement policies, and optimizations for efficient data access and storage.
Modern SQL - Lecture 2
Explore advanced SQL concepts and techniques for efficient database management and querying in modern systems.