기업의 AI 활용: 신기루인가 신세계인가? - 생성형 AI와 비즈니스 혁신
Explore AI's real-world business impact, from AlphaGo to ChatGPT, examining ROI challenges, implementation efficiency, and practical applications in corporate settings, with insights on Generative AI's potential.
SETFIT Few-Shot Learning for SBERT Text Classification - Part 43
Discover how SETFIT's few-shot learning approach revolutionizes text classification, outperforming GPT-3 while using SBERT Sentence Transformers for efficient processing with limited training data.
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.
FrugalGPT: Reducing Costs and Improving Performance with LLM Cascades
Discover how to optimize LLM costs and performance through FrugalGPT's innovative approach using prompt adaptation, caching solutions, and multi-model cascades for efficient AI implementation.
The Uncontrollable Complexity of AI - Lessons Learned from the World's Largest AI Red Team
Explore critical insights from Gandalf AI red teaming exercises, examining security vulnerabilities in large language models and discovering effective mitigation strategies for enterprise AI applications.
Machine Learning and the Future of Creative Expression - How AI is Transforming Creativity
Explore how AI and machine learning are revolutionizing creative expression, from text-to-image generation to broader implications for human creativity and artistic innovation.
Improving Cybersecurity Posture with an AI Security Assistant
Discover how AI security assistants leverage MITRE ATT&CK knowledge base and LangChain framework to enhance cybersecurity through advanced threat detection, mapping, and rapid response capabilities.
Generate AI Images in Real-Time Using Flux and FastAPI - Type, Speak, and See Instant Results
Create an interactive AI image generation app with real-time results using FastAPI, OpenAI, and Together API. Implement typing and speech input for a hands-free experience.
Concrete Type Inference for Code Optimization using Machine Learning with SMT Solving
Explore innovative concrete type inference for dynamically typed languages, combining machine learning and SMT solving to enable code optimization without manual type annotations, significantly boosting performance.
ChatGPT as Your Erlang Coach - Using AI for Effective Learning
Leverage ChatGPT as an Erlang mentor to accelerate learning, generate code examples, and explore key concepts like concurrency, message passing, and hot code updates.
How to Create a Blog Using AI - Complete Blogging Tutorial
Master AI-powered blogging: Choose topics, find keywords, and create engaging content using ChatGPT. Learn to start and grow your blog efficiently with step-by-step guidance.
LLMs: Revolutionizing Customer Support or Ringing its Death Knell?
Explore the impact of LLMs on customer support, examining pros, cons, hybrid approaches, and stakeholder perspectives for a balanced view of this technological shift.
APIOps: Harnessing AI for Rapid API Delivery
Explore AI-powered APIOps for rapid API delivery, leveraging Kong and decK for federated management. Includes live coding demo and tool references.
Apache NiFi, Kafka, RisingWave, and Iceberg for Stock Data Processing with LLM - Conf42 Python 2024
Explore stream processing with Apache NiFi, Kafka, RisingWave, and Iceberg. Learn real-time analytics, event-driven applications, and integrating stock data with LLMs in this comprehensive overview.
Building Apache NiFi 2.0 Python Processors - Conf42 Python 2024
Explore Apache NiFi 2.0 Python processors for data engineering, covering features, use cases, and real-time generative AI integration with a live demo.
Make LLM Apps Sane Again - Forgetting Incorrect Data in Real Time
Explore real-time data correction in LLM applications using vector indexing. Learn to build a chatbot that adapts to changing information, ensuring accuracy and reliability in AI-powered conversations.
Measuring Hallucinations in RAG - Retrieval Augmented Generation
Explore techniques to measure and mitigate hallucinations in Retrieval-Augmented Generation (RAG) systems, with practical examples and insights on improving LLM-based applications.
Adding Generative AI to Real-Time Streaming Pipelines - Conf42 LLMs 2024
Explore integrating generative AI into real-time streaming pipelines, covering enterprise use cases, model selection, and implementation using tools like NiFi, Flink SQL, and cloud services.
Future of LLMs and Machine Learning Productionization - Conf42 LLMs 2024
Explore the future of LLM deployment, traditional AI models in production, and generative AI application development using Langchain frameworks. Gain insights into MLOps and ChatGPT's impact.
LLM SecOps - Securing Large Language Model Applications
Explore LLM SecOps: from understanding and building LLM applications to addressing security challenges and implementing practical safeguards for robust AI-driven systems.
Behind the Scenes Scaling ChatGPT - Optimizing Infrastructure and Team Dynamics
Explore the challenges and strategies behind scaling ChatGPT, including GPU optimization, team growth, and rapid industry adaptation.