LlamaIndex Newsletter 2025-09-02

Hi there, Llama Enthusiasts! 🦙

Welcome to this week's edition of the LlamaIndex newsletter! We're excited to bring you updates including major improvements to our vibe-llama coding tool with the new docuflows feature, enhanced workflow persistence capabilities, and automatic schema generation with LlamaExtract. Plus, we're sharing insights from industry leaders and upcoming events where you can connect with the LlamaIndex community.

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.

🤩 The Highlights:

• vibe-llama v0.3.0 with docuflows: Our latest update introduces an interactive CLI agent that builds complete document-processing workflows from natural language descriptions. Transform "I need to extract invoice line items" into production-ready Python code in minutes. GitHub
• Enhanced Vibe Coding Tools: Solve the problem of outdated API suggestions in coding agents like Cursor and Claude Code with our CLI tool that injects current LlamaIndex context, detailed prompt templates for Streamlit apps, and production-ready patterns. Blog Guide
• Durable Workflows: Build workflows that persist across multiple runs with three new strategies: workflow instance storage, Context object state store, and external checkpointing. Perfect for long-running document processing and multi-step AI agents. Documentation

🗺️ LlamaCloud And LlamaParse:

• Auto-Generate Extraction Schemas: LlamaExtract now automatically creates schemas for data extraction without manual setup. Simply provide a prompt and example files to automatically infer data structure and skip manual schema definition. Documentation

✨ Framework:

• SemTools Integration: Add blazing-fast semantic search to your entire filesystem without a vector database through our integration with SemTools.

🎤 Community:

• Upcoming Webinar - September 30th: Join the LlamaIndex team, as we share how the latest advancements in agentic document processing are unlocking a new era of better RAG and intelligent, context-aware AI agents. Register
• AI Leader Series - Cemex Case Study: Learn how one of the world's leading building materials companies is transforming with LlamaIndex, from streamlining supply chains to enhancing customer engagement and improving retrieval accuracy on technical documents. YouTube
• Vector Space Day - Berlin: Our own Clelia will be speaking about Vector Databases for Workflow Engineering, covering workflow state management, persistency, and long-term memory for LLMs and agents. September 26 in Berlin. RSVP
• Low-Code AI Development Webinar: Join us and Weights & Biases for a deep dive into building production-ready AI agents with live demos, real-time visibility, and practical evaluation strategies. Register