Function calling is a powerful built-in feature of Gemini that gives developers structured outputs and full control when connecting large language models (LLMs) to real-time data in external systems via APIs. Function calling is an intuitive way to build generative AI applications that can access real-time information in databases, CRMs, document repositories, customer support platforms, and other types of systems. In this session, we’ll give an overview of function calling and show you how to define functions, tools, and parameters that enable Gemini to interact with external systems. We’ll show sample code and apps that can interact with BigQuery via natural language prompts, handle RAG operations to retrieve and summarize documents from vector databases, or (optionally) integrate with OSS frameworks such as LangChain and LlamaIndex. We'll also discuss best practices to follow when using function calling, including how to write descriptive function and parameter definitions, how to work with structured outputs, how to handle API calls and function responses, and how to work with function calling in text and chat modalities. By the end of this session, you’ll have a good understanding of how function calling in Gemini works and how you can use it to build apps that interact with your own APIs and services. We’ll cover the following topics: How function calling solves limitations in LLMs and generative models The benefits of using function calling vs. traditional approaches How to use function calling and how it works at runtime Interacting with SQL databases, vector databases, and other systems How to get started with function calling with your own systems You’ll also have time for  live Q&A, so bring your questions!  Register Today Please complete this form to register for the event. Once registered, you'll receive a calendar invite via email. Even if you can't make it live, register and we'll send you a link to the recording.  Thank you - we hope to see you there!      
Wednesday, March 6, 2024
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Tuesday, October 1, 2024
Rincon Center Garage, 121 Spear Street, San Francisco, CA, USA
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Wednesday, October 2, 2024
1020 West Fulton Market, Chicago, IL 60607, USA
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Tuesday, October 15, 2024
1105 West Peachtree Street Northwest, Atlanta, Georgia, EE. UU.
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Wednesday, October 16, 2024
75 Ninth Avenue, New York, Nueva York, EE. UU.
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Wednesday, November 13, 2024
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Mergulhe no universo da Inteligência Artificial Generativa e descubra como o Apigee pode ser a chave para o sucesso dos seus projetos! Nesta apresentação, vamos explorar o cenário atual do desenvolvimento de aplicações GenAI, abordando os desafios e as melhores práticas para garantir segurança, gerenciamento operacional eficiente e uma estratégia sólida de monetização. Tópicos 👀 Contexto atual de desenvolvimento de aplicações GenAI e seus desafios. Segurança: Apigee para Governança, Auditoria e Autorização/Autenticação para LLMs. Gerenciamento Operacional para LLMs: Apigee implementando Token-limits, roteamento entre modelos, caching semântico, failover entre modelos. Produtização, FinOps e Monetização para GenAI: Apigee na criação de Tiers de serviço, FinOps, Chargebacks, Model Garden customizado e BI. RAG, Agentes Conversacionais - como o Application Integration (plataforma de integração No-Code do GCP) é a cola mágica para acelerar seus projetos de GenAI. Não perca esta oportunidade única de se tornar um expert em integração de aplicações GenAI! Garanta já sua vaga e descubra como o Apigee pode impulsionar seus projetos para o próximo nível. Não perca tempo e garanta sua vaga! Recursos do Evento Obrigado por participar do nosso evento! Conforme prometido, aqui você pode encontrar os recursos compartilhados: a apresentação e a gravação da sessão. Esperamos que esses materiais sejam úteis e que possamos contar com a sua presença nos próximos eventos.    
Tuesday, November 19, 2024
Google Meet Meeting
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¡Sumérgete en el apasionante mundo de la Inteligencia Artificial Generativa! Descubre cómo Apigee puede ser tu aliado estratégico para impulsar tus proyectos al éxito. En esta presentación, revelaremos los secretos del desarrollo de aplicaciones de IA Generativa, desde los desafíos iniciales hasta las mejores prácticas para garantizar su seguridad, escalabilidad y rentabilidad. Agenda 👀 Contexto actual de desarrollo de aplicaciones GenAI y sus desafíos. Seguridad: Apigee para Gobernanza, Auditoría y Autorización/Autenticación para LLMs. Gerenciamiento Operacional para LLMs. Productización, FinOps y Monetización para IA Generativa: Apigee en la creación de niveles de servicio, FinOps e inteligencia de negocios. RAG, Agentes Conversacionales: cómo la Integración de Aplicaciones (plataforma de integración sin código de GCP) es la pieza clave para acelerar sus proyectos de IA Generativa. Con ejemplos prácticos y demostraciones en vivo, aprenderás a construir arquitecturas de integración sólidas, implementar APIs de alto rendimiento, orquestar flujos de trabajo complejos y garantizar la gobernanza de tus integraciones. Ya seas desarrollador, arquitecto de soluciones o profesional de TI, esta serie es tu oportunidad de convertirte en un maestro de la conectividad e impulsar la transformación digital de tu organización Recursos del Evento ¡Gracias por venir a nuestro evento! Como te prometimos, aquí están los recursos que compartimos: la presentación y la grabación. Esperamos que te sirvan y nos vemos en los próximos eventos.      
Tuesday, November 26, 2024
Google Meet Meeting
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Thursday, December 5, 2024
Google Torre Picasso, Plaza Pablo Ruiz Picasso, Madrid, España
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Thursday, December 12, 2024
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Thursday, February 6, 2025
Google Meet
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Thursday, February 20, 2025
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Join us in this series of weekly office hours, where you'll dive deep into the world of APIs and integration on Google Cloud with Apigee and Application Integration. Whether you're a seasoned Google Cloud pro, partner, customer, or just curious, this is your opportunity to learn & connect alongside experts. We'll meet on Thursdays at 4:00 PM CET for engaging, hour-long sessions packed with insights - Don't miss out & register now! Bite-Sized Presentations: We'll kick things off with two to three 15-minute presentations. Open Tech Discussion: 15 minutes of interactive discussion, where you can ask questions, share ideas, and explore solutions directly with our team and peers. Catch up Anytime: We'll share the recordings along with the presentation decks, ensuring you can catch up anytime. Agenda for this session | March Monitoring Madness Kick-Off! We are starting the month of March with Monitoring Madness, with deep dive sessions all around advanced monitoring, alerting & analytics sessions in Apigee & App. Integration. On our first session we will do a kick-off on the topic, with a first deep dive into advanced monitoring and alerting in Apigee and App. Integration using Google Cloud Monitor. Friendly open discussion, Q&A forum.     Register Today   Event Resources Thank you to everyone who joined us! 👥 We appreciate your participation and engagement throughout the session. As promised, find below the recording & deck. We look forward to seeing you at our future events!                  
Thursday, March 6, 2025
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