Substrate Engineering - Foundations for AI-Assisted Development
Explore the importance of substrate engineering in LLM-based tools, focusing on improving programming languages and frameworks for enhanced code reliability and safety.
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.
Using Data Science Techniques to Promote Cross-Selling Opportunities and Understand Client Needs
Explore market basket analysis and sentiment analysis for identifying cross-selling opportunities and understanding client needs in this data science presentation.
Scaling Analytical Capabilities for Increasing Client Demand
Explore how NatWest Boxed leverages LLMs to create a text-to-SQL product, democratizing data access and scaling analytical capabilities to meet growing client demands.
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.
Prompt Optimization and Parameter Efficient Fine Tuning for Large Language Models
Explore state-of-the-art prompt optimization techniques and parameter efficient fine-tuning methods for large language models to enhance performance on various tasks.
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.
The Hugging Face Transformers Library - Beginner's Guide and Chatbot UI with Gradio
Explore the Hugging Face Transformers library for easy, cost-free use of open-source language models. Learn sentiment analysis, summarization, and build a chatbot UI with Gradio.
Fine-tuning Large Language Models (LLMs) with Example Code
Learn to fine-tune large language models with practical Python examples. Explore techniques like LoRA for efficient parameter tuning and implement a text classification model using distilBERT.
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.
Total Synthesis Guidance for Chemists Using LLM and LMM Prompts
Enhance total synthesis efficiency using LLM and LMM prompts to analyze recent papers, extracting key insights for improved yield, purity, and cost-effectiveness in complex organic molecule production.
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.
Unify Project Demo - RAG Playground with LangChain
Explore a LangChain RAG Playground for document analysis, comparing LLM performance across providers for optimal speed, latency, and cost using dynamic routing.
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.