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.
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.
Discovering Wolfram Food through AI
Explore AI-powered food data analysis using Wolfram's tools, from nutrition retrieval to recipe transformation and chatbot integration.
Fighting AI with AI: Securing Kubernetes for the Next Decade
Explore how GenAI is reshaping Kubernetes security and learn strategies to leverage AI for protecting deployments against evolving threats in the cloud-native landscape.
ChatGPT Experiment - Building with Unfamiliar Technology
Explore building a CRUD backend service using ChatGPT4, navigating unfamiliar technologies like TypeScript, Express, MySQL, and Docker for microservices development.
BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale
Explore Bumble's innovative GPU-powered solution for multilingual topic modeling, enabling faster analysis of millions of data points using BERT-based models.
How Tech Helps High Yield Lawyers Work More Efficiently - Shaking Off the Powersuit
Discover how modern tech and LLM integrations streamline legal debt document analysis, enhancing efficiency for high yield lawyers in leveraged finance.
What Does the AI Revolution Mean for Open Source, Open Tech and Open Societies
Explore the impact of AI on open source, tech, and society. Examine challenges like access, innovation, discrimination, and environmental concerns. Discuss ethical AI solutions.
Demystifying Large Language Models - ChatGPT, GPT-4, and the Future of AI Communication
Explore the inner workings of ChatGPT and GPT-4, their practical applications, and societal implications. Gain insights into how these AI models are shaping the future of communication and problem-solving.
How to Improve LLMs with RAG - Overview and Python Code
Learn to enhance LLMs using Retrieval Augmented Generation (RAG). Explore its principles, implementation, and practical application in improving a fine-tuned model for YouTube comment responses.
Compressing Large Language Models (LLMs) with Python Code - 3 Techniques
Explore three LLM compression techniques: quantization, pruning, and knowledge distillation. Learn to implement these methods with Python code examples for efficient model optimization.
ChemRxiv: Large Multimodal Models for Chemical Research with Document Retrieval
Explore AI's impact on chemical research through spectra and reaction analysis, leveraging Large Multimodal Models for rapid processing and enhanced image-related tasks.
Paclitaxel Biosynthesis AI Breakthrough: Accelerating Drug Synthesis Research
Explore AI-driven breakthroughs in paclitaxel biosynthesis, covering retrobiosynthesis, microorganism engineering, research areas, and challenges. Gain insights into AI's potential to accelerate drug synthesis advancements.
Building a Healthcare and Life Sciences Knowledge Graph with Synthea and ChatGPT
Explore plug-and-play healthcare Knowledge Graphs and ChatGPT's role in answering questions, generating graphs, and creating medical notes. Learn about entity-event models and AI-human collaboration.
Why GenAI Needs Careful Training Data Management
Explore the critical role of training data management in GenAI, including harmonization across stages and its impact on model effectiveness and safety in various domains and languages.