Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision - SIGIR 2024 - M1.1
Explore innovative techniques for enhancing LLM agents through step-wise thought retrieval and aligned decision-making processes.
Artificial Intelligence in Cardiovascular Medicine Today
Explore the current applications and potential of AI in cardiovascular medicine, focusing on its impact on diagnosis, treatment, and patient care in this informative grand rounds presentation.
Crafting Intelligent GitHub Bots
Develop AI-infused GitHub bots using Quarkus GitHub App Framework and LangChain4j to enhance workflows, automate tasks, and boost productivity in your development process.
Transforming Banking with Advanced AI: GenAI, RAG, and Multi-Agent Systems
Explore how GenAI, RAG, and Multi-Agent Systems revolutionize banking operations, customer engagement, and knowledge management through real-world applications and case studies.
Code Security Reinvented: Navigating the Era of AI
Explore AI's impact on secure software development through practical demos in GitHub Copilot. Gain insights on leveraging global security knowledge for safer coding practices.
Pushing LLMs over the Edge: Exploring the Limits of the Possible
Explore LLM limits through outrageous applications using LangChain4j and Quarkus. Witness complex tasks, potential havoc, and self-evaluating models in this thrilling journey of AI possibilities.
Practical LLM Inference in Modern Java
Implement efficient local LLM inference in Java, leveraging modern features for CPU-based performance without specialized hardware. Explore flexible frameworks adaptable to multiple architectures.
Hexagonal Architecture in Practice - Live Coding for Sustainable Applications
Discover how Hexagonal Architecture tackles software complexity through hands-on live coding, making applications adaptable, sustainable, and easier to maintain.
Oh No, Not Another Chatbot - Java and AI for Real Business Use Cases
Explore Java development with AI using LangChain4J and Spring AI. Learn to extract information from images for automatic form-filling using Azure OpenAI and Container Apps in a microservice architecture.
RAG: From Dumb Implementation to Serious Results - Optimizing Retrieval-Augmented Generation
Elevate RAG implementations using LangChain4j. Master advanced chunking, query refinement, metadata filtering, document reranking, data lifecycle management, and evaluation techniques for accurate, relevant results.
Building AI Agents with Shell Scripts
Explore AI agent development using shell scripting, focusing on Nushell and Couchbase for vector database integration. Learn to create powerful, iterative systems efficiently.
One Billion Row Challenge: Optimizing Java for Massive Data Processing
Explore efficient techniques for processing massive CSV files in Java, including parallelization, optimized parsing, and custom data structures. Learn from the One Billion Row Challenge.
Valhalla - Where Are We? Project Update and Performance Enhancements
Explore Project Valhalla's advancements in Java's object model, including value objects and enhanced generics for improved performance.
Architecting for Tomorrow: A Pragmatic Perspective
Explore pragmatic architecture principles, balancing complexity and simplicity. Learn adaptive decision-making, fostering a culture of learning, and effective communication for successful architectural endeavors.
Software Archaeology - Learning from the Moon Landing
Explore groundbreaking software engineering concepts from Apollo Guidance Computer, including priority scheduling, multitasking, and error handling that ensured mission success.
Avoiding Career Pitfalls - A Well-Grounded Software Engineer
Discover strategies to build a resilient software engineering career. Learn to set goals, improve communication, prevent burnout, and seek mentorship for continued professional growth and success.
The Best of Java Shorts Show - 100 Snippets in 50 Minutes
Explore 100 popular Java snippets, from shell scripting to LLM access, in a rapid-fire showcase of Java's versatility without complex build tools.
Testing Done Right: From Bugs to Brilliance
Explore effective testing strategies, from unit tests to the testing pyramid and trophy, with real-world examples to enhance code quality and reliability.
Will AI Assistant Make Developers Redundant?
Explore how JetBrains AI Assistant enhances coding workflows, combining IDE knowledge with LLM power to boost developer productivity.
Avoid Common LLM Pitfalls - Techniques for Enhancing LLM Outputs
Explore techniques to overcome LLM limitations: response schemas, RAG, function calling, and grounding for improved outputs and real-world applications.
Enabling Teams for Happier and More Productive Engineers
Discover strategies to reorganize teams, reduce stress, and boost productivity using the Enabling teams concept from Team Topologies. Learn practical activities for implementation and improvement.