Date: 2024-08-22; Time: 10:00-12:00 EST. AWS Discovery Day - Introduction to Prompt Engineering.

Date: 2024-08-22; Time: 10:00-12:00 EST. AWS Discovery Day - Introduction to Prompt Engineering.

Date: 2024-08-22; Time: 10:00-12:00 EST. AWS Discovery Day - Introduction to Prompt Engineering.

Date: 2024-08-22; Time: 10:00-12:00 EST. AWS Discovery Day - Introduction to Prompt Engineering.

Your AI team doesn't need a platform, but a paved ramp sure can help! In this session, Ramiro will discuss the risks of premature platformatization, why Kubernetes is the best tool for AI Infrastructure, and how remote development environments are especially useful when it comes to building paved roads for AI development.

Abstract: It is possible to implement AI-based solutions without coding. In this workshop, I will reshape an old application of mine for fraud detection. First I will read documents from a dataset of contracts, then find the frauds, and finally use GenAI to send the customer an alert email in their preferred language. It takes just three nodes to generate the email text: Authenticate – Connect – Prompt. With a few more nodes, using RAG, I can also generate the alert email from a context document.

It is possible to implement AI-based solutions without coding. In this workshop, I will reshape an old application of mine for fraud detection. First I will read documents from a dataset of contracts, then find the frauds, and finally use GenAI to send the customer an alert email in their preferred language. It takes just three nodes to generate the email text: Authenticate – Connect – Prompt. With a few more nodes, using RAG, I can also generate the alert email from a context document.

Explore the power of real-time streaming with GenAI using Apache NiFi. Learn how NiFi simplifies data engineering workflows, allowing you to focus on creativity over technical complexities. Tim Spann will guide you through practical examples, showcasing NiFi's automation impact from ingestion to delivery. Whether you're a seasoned data engineer or new to GenAI, this talk offers valuable insights into optimizing workflows. Join us to unlock the potential of real-time streaming and witness how NiFi makes data engineering a breeze for GenAI applications!

Conversation with Andrew Hoh, a long-time product leader at Microsoft, Facebook, and Airbnb, now founder of LastMile AI. Discusses his transition to founding LastMile AI and building a GenAI platform, including features like prompt management, editors, model routing, source control, and evaluation.

A fireside chat between Hugo and Simon Willison exploring LLMs, GenAI, and democratizing data tools. They discuss what LLMs are capable of, the evolving ecosystem, running LLMs locally, and how Unix philosophy, Python, and LLMs can be combined into a productivity toolkit. Includes a live coding intro to Simon’s LLM CLI utility and Python library.

Bien que la GenAI offre un grand potentiel, elle est confrontée aux défis de l’hallucination et de la connaissance limitée du domaine. La génération augmentée de recherche alimentée par les graphes (GraphRAG) aide à surmonter ces défis en intégrant la recherche vectorielle aux graphes de connaissances et aux techniques de data science. Cette approche améliore le contexte, la compréhension sémantique, la personnalisation et les mises à jour en temps réel. Dans cet atelier, vous explorerez des exemples de code détaillés pour vous lancer avec la GenAI et les graphes. Vous repartirez avec des compétences pratiques que vous pourrez immédiatement appliquer à vos propres projets.

Jesús Barrasa vous expliquera comment les graphes révèlent les connexions naturelles dans vos données d’entreprise et fournissent le contexte dont l’IA a besoin pour produire des résultats concrets. Découvrez comment des organisations de premier plan transforment la connaissance de l’entreprise en avantage concurrentiel, en favorisant des décisions intelligentes et en conduisant la transformation de l’entreprise.