Join us as we discuss event-driven architectures (EDA) with MuleSoft's latest capabilities with Alex Martinez. The discussion will explore the integration of AsyncAPI specifications, which streamline the transition from REST to event-driven systems, enabling high-volume asynchronous communications and improved API lifecycle management.

The conversation highlights tools like Anypoint Studio and Anypoint Code Builder that simplify complex integrations using messaging technologies such as Kafka, Solace, and Salesforce Platform Events. Whether new to EDA or an experienced developer, this episode is packed with valuable information and resources to elevate integration strategies and deepen understanding of the future of software development.

Show Highlights:

• Transitioning from REST to event-driven systems using async API specifications.
• Exploration of MuleSoft tools like Anypoint Studio and Anypoint Code Builder for API design and management.
• Benefits of using MuleSoft for integrating messaging technologies like Kafka, Solace, Anypoint MQ, and Salesforce Platform Events.
• Importance of API governance for maintaining compliance and consistency across specifications.

Links:

• Build Real-Time AI Experiences with MuleSoft - https://www.salesforce.com/plus/experience/dreamforce_2024/series/it_at_dreamforce_2024/episode/episode-s1e24
• AsyncAPI Support to Implement Event-Driven Architecture - https://docs.mulesoft.com/release-notes/platform/event-driven-api

Australia's Dave Norris joins us in exploring the cutting-edge techniques of Retrieval Augmented Generation (RAG) and hybrid search methods. We delve into the limitations of traditional keyword searches in the face of unstructured data like PDFs and emails, which make up a significant portion of enterprise data. By using Data Cloud and hyperscalers like Google, Amazon, and Microsoft, Dave shows how to transform chaotic data into intelligent search engines.

The discussion highlights the role of context in AI-generated responses, illustrating this with the challenge of summarizing meetings without enough information. The episode also examines the potential of hybrid search technologies such as Agentforce and vector search, emphasizing the importance of prompt engineering in refining data retrieval.

Through examples from Dreamforce and fictional companies, listeners gain insights into how these technologies enhance user experiences by combining semantic and keyword searches, showcasing the advanced potential of modern search innovations.

Show Highlights:

• Discussion on the limitations of traditional keyword searches in data retrieval.
• Insights into the use of Data Cloud for managing unstructured data via hyperscalers like Google, Amazon, and Microsoft.
• Examination of hybrid search techniques, including Agentforce and vector search technology.
• Focus on the importance of prompt engineering to enhance AI responses and prevent hallucinations.
• Introduction to hybrid search, combining vector and keyword search for improved precision and relevance.

Links:

Using Retrieval Augmented Generation in Data Cloud — https://help.salesforce.com/s/articleView?id=sf.c360_a_rag_overview.htm&type=5

In this episode, we dive into the latest innovations and updates unveiled at Dreamforce 2024 with Philippe Ozil. We explore the refreshed Lightning Design System (SLDS2), which enhances accessibility and themability without disrupting customizations. Discover the game-changing Local Development (beta), offering real-time component updates and seamless page state maintenance. We also highlight new mobile capabilities, including native feature plugins and the empowering AgentForce suite designed for specialized AI agents.

Learn about significant advancements in Salesforce tooling, the benefits of local development without deployment, and the introduction of Core Cloud, a new sample app rich with educational resources. Don't miss insights from the latest developer keynote and future trends in Data Cloud and Data Graphs.

Show Highlights:

• Deep dive into Lightning Web Components Local Development version 2.
• New mobile capabilities and native feature plugins.
• Advancements in Salesforce tooling, such as local development benefits without deployment to an org and hub module reloading.
• Exploration of Core Cloud, a new sample app for developers focusing on agents, prompts, and Data Cloud.
• Overview of Data Cloud features, new color themes, and future trends

Links:

• Developer Keynote: Build the Future with the Platform - https://www.youtube.com/watch?v=80reYTg9xXI
• LWC Local Development Server (Beta) - https://developer.salesforce.com/docs/platform/sfvscode-extensions/guide/lwclocaldev.html