Building a Chatbot Web Interface Using Large Language Models and RAG
Dive into building chatbots with OpenAI models, exploring retrieval augmented generation (RAG), and learn practical implementation strategies for creating an effective knowledge base interface.
Building AI-Powered Chatbots with Retrieval Augmented Generation
Discover practical techniques for building AI chatbots using retrieval augmented generation, with emphasis on data quality management and real-world implementation through live code demonstrations.
Integrating Streaming Telemetry on Cisco NX-OS with Open Source Tooling
Master network visibility by integrating NX-OS with open-source TIG stack for real-time monitoring, data visualization, and troubleshooting using Grafana dashboards and streaming telemetry.
Accelerate Multi-Cloud Management with VMware Tanzu Hub
Discover how VMware Tanzu Hub revolutionizes multi-cloud management through comprehensive visibility, efficient resource navigation, and intelligent services integration for optimized cloud operations.
Data Center Life Cycle Manageability at Scale - A Blueprint for Hyperscale Evolution
Explore scalable data management strategies for hyperscale data centers, focusing on lifecycle representation, fleet asset management, and evolving architectural requirements.
How SSDs Enhance Vector Data Scaling in GenAI RAG Systems
Explore how SSD technology optimizes RAG architectures and vector databases for large-scale LLM deployments, improving inference accuracy and performance in Generative AI systems.
Unified Redfish Schema for Managing OCP Liquid Cooling Equipment
Explore the development of unified management schemas for liquid cooling systems, including CDUs, immersion cooling, and heat exchangers, with practical demonstrations and implementation examples.
Improving AI Workload Efficiency Through Precise Time Synchronization
Discover how precision time synchronization can boost AI workload efficiency, reduce system idle time, and enhance datacenter performance through IEEE1588 and PCIe PTM technologies.
Database Schemas in the Wild - Learning from a Large Corpus of Relational Database Schemas
Explore the insights from GitSchemas, a vast collection of 150k+ database schemas extracted from SQL scripts, revealing patterns in real-world database design and constraints across 1M+ tables.
RAG - How to Extract Information from PDF with LlamaIndex and OpenAI GPT-4
Master PDF information extraction techniques using LlamaIndex and GPT-4, enabling efficient document processing and data retrieval through practical implementation steps.
RAG Integration with Nvidia NIM and LlamaIndex - Building Document Query Applications
Explore building a RAG application using LlamaIndex and Nvidia NIM to effectively query private documents with LLama 3.2 3B and Phi3 3.5 Small 128k models.
Interoperating Bazel and Other Build Systems - Migrating Complex Codebases
Discover how MongoDB successfully migrated multiple codebases to Bazel build system while maintaining interoperability, focusing on handling complex configurations and ensuring smooth transitions across development platforms.
Migrating Applications from VMware to OpenStack - Tutorial and Live Demo
Master the automated migration process from VMware to OpenStack with hands-on demonstrations, best practices, and step-by-step guidance for seamlessly transferring workloads using Mirantis Migration tools.
Database Operations from the Disk's Perspective
Dive into advanced database performance optimization through real-time IO visualization, NVMe SSD operations, and monitoring metrics for maximizing throughput in data-intensive applications.
Attacks on GenAI Data and Using Vector Encryption for Protection
Explore cutting-edge vector encryption techniques and security measures to protect GenAI data from embedding inversion attacks while enabling privacy-preserving searches over encrypted vectors.
Atomic Honeypot - A MySQL Honeypot That Drops Shells
Discover how a weaponized MySQL honeypot server exploits vulnerabilities to counter-attack malicious clients, featuring innovative use of CVE-2023-21980 and CVE-2024-21096 for defensive security research.
Data Mesh for Instant Query - Why Trino on Data Mesh
Discover how modern data platforms are evolving from producer-centric to consumer-centric approaches, exploring Trino's role in data mesh architecture for efficient cross-platform data analysis and instant querying.
Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT
Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.
Connecting the Dots: Graph Analytics for Economic Sustainability
Discover how graph analytics drives economic sustainability through pattern recognition, data connections, and risk reduction strategies for more efficient and cost-effective business operations.
Making Data the Central Feature: From Task-Oriented to Data-Oriented Workflows
Explore the shift from task-oriented to data-oriented workflows in modern data engineering, focusing on tools and approaches that prioritize data assets over process management.
Scalable Data Flow Management for Smart Farming Digital Twins
Discover how semantic data infrastructure and digital twins revolutionize smart farming, enabling better crop monitoring and reduced chemical usage through advanced data models and ontologies.