LlamaIndex 发布 AgentWorkflow 多智能体系统

Hi there, Llama Lovers! 🦙

Welcome to this week's edition of the LlamaIndex newsletter! We have some exciting updates for you, including the introduction of AgentWorkflow, a new multi-agent workflow for generating visually rich presentations, and a fantastic project for building a travel planner agent. Dive into the details below to maximize your use of these innovative features!

Explore our free and paid plans today.

🤩 The Highlights:

AgentWorkflow Release: Big news! We’ve introduced AgentWorkflow, a high-level system for creating multi-agent systems in LlamaIndex. With flexible agent types, built-in state management, and real-time monitoring, it simplifies the process of defining agents. Learn more in our intro blog post, check out the starter tutorial, and explore the full docs.
Presenter 🎨🖼️: We’re excited to feature a multi-agent workflow that can generate visually rich presentations. This reference repo includes features like generating Mermaid diagrams, scripts with narration through @elevenlabsio, and rendering presentations as HTML or video. Check it out here and get started with LlamaIndex workflows.
DeepSeek-R1: The new open source model is the talk of the town! Check out how R1 compares to OpenAI's o1 on RAG tasks in this thread

✨ Framework:

AgentWorkflows: Our new AgentWorkflow system allows you to define agents easily and provides a robust framework for multi-agent systems. Explore the intro blog post and starter tutorial to get started.
Document Research Agent: Learn how to build a document research agent using LlamaIndex, inspired by @Google Deep Research. This open-source template breaks down tasks into manageable components. Check out the video here.
Vercel integration: Did you know you can use LlamaIndex to speed your use of Vercel's ai package in TypeScript? Find out how!

✍️ Community:

Webinar Recap: Catch the recording of our joint webinar with @Redisinc on building AI agents. It covers the ins and outs of AI agents, best practices for designing agentic systems, and popular tools and frameworks. Watch the full video here.
Knowledge Graphs: Learn how @memgraphdb and LlamaIndex work together to build agentic graph applications. Read the recap or watch the webinar recording here
Travel Planner Agent: Build a travel planner agent from scratch! This project by @clusteredbytes shows you how to process user requests and find relevant flights, hotels, and places to visit. Discover the project here and refer to the Workflows guide for more details.