Hi there, Llama Enthusiasts! 🦙
Welcome to this week's edition of the LlamaIndex newsletter! We're excited to bring you updates including llamactl, our command line tool to develop and run LlamaAgents locally, the launch of our Workflow Debugger, powerful text-to-SQL capabilities, and exciting events coming your way with our friends at MongoDB.
If you haven't explored LlamaCloud yet, make sure to sign up and get in touch with us to discuss your specific enterprise use case.
📆 Upcoming Webinar:
- Document Processing at Scale: Transform your document processing pipeline with LlamaParse and MongoDB to extract meaningful insights from PDFs, reports, and contracts with intelligent parsing and vector search capabilities. Webinar Registration.
🤩 The Highlights:
- Get started with LlamaAgents locally with llamactl: LlamaAgents introduces a way for you to deploy your agents built with LlamaIndex workflows to the cloud. But, with llamactl, you can also get started with developing and serving LlamaAgents locally. Check out the getting started docs and fill in the feedback form.
- Workflow Debugger Now Available: Debug and visualize your LlamaIndex Workflows in real-time with our new debugger that lets you see event logs, compare runs, and monitor workflow execution as it happens. Workflow Docs, Debugger UI.
- Advanced Text-to-SQL with Workflows: Transform natural language into SQL queries using open-source models and workflow orchestration, featuring semantic table retrieval, Arctic Text-to-SQL models, and production-ready error handling. Implementation.
🗺️ LlamaCloud And LlamaParse:
- Custom Extraction Agents: Build production-ready document extraction agents in minutes with LlamaAgents, featuring custom schemas, validation, confidence scoring, and instant deployment to LlamaCloud. Early Access, Demo Video.
✨ Framework:
- Microservices Orchestration with Workflows: Explore how to orchestrate entire microservices setups using LlamaIndex Workflows, Docker, and Apache Kafka for scalable e-commerce systems. Demo Video, GitHub Repository, Documentation.
✍️ Community:
- AI in Finance: Dhruv Shah from OneCarlyle shares insights on how AI agents are transforming finance by redefining how analysts think, combining innovation with reliability and trust. Video Interview.
- Insurance Industry Innovation: LlamaIndex is heading to ITC Vegas 2025 to showcase how AI agents are streamlining claims, underwriting, and customer experience in the insurance sector. Meeting Booking.
