Hi there, Llama Enthusiasts! 🦙
Welcome to this week's edition of the LlamaIndex newsletter! We're excited to share major breakthroughs in Document AI and agentic OCR that are transforming how businesses handle complex documents. From experimental chart parsing capabilities to real-world insurance automation success stories, this week showcases the power of intelligent document processing at scale.
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:
- Document Parsing Agents Webinar: Join our live webinar on December 4th at 9 AM PST where the LlamaParse team reveals industry secrets for building next-generation document parsing workflows using AI agents instead of traditional OCR. Register now.
- Experimental Agentic Chart Parsing: Chart OCR gets a major upgrade with our new experimental feature in LlamaParse that follows contours in line charts and extracts precise numerical data, eliminating hours of manual correction. Try it now.
- SEC Filings Document Agent Template: Build a document understanding agent for SEC filings using LlamaClassify and Extract with a multi-step approach, complete with customizable schemas and intuitive frontend UI. Get the template.
🗺️ LlamaCloud And LlamaParse:
- Document AI Evolution: Learn how agentic OCR combined with LLM-powered workflows is achieving 90%+ pass-through rates and transforming document automation across industries with our complete Document AI stack. Read the blog post.
- Pathwork Case Study: See how Pathwork scaled their life insurance document processing from 5,000 to 40,000 pages per week using LlamaParse, achieving 8x improved throughput on complex medical records and decades-old scanned PDFs. Read the case study.
- Email-Triggered Agent Workflows: Trigger your agent workflows directly from your inbox using LlamaAgents and Resend webhooks to automatically classify, extract, and respond to documents via email. Learn more about agent workflows.
✨ Framework:
- Financial Document Agent: Check out the complete example of building email-triggered workflows that classify invoices and expenses, extract relevant information, and send automated replies using LlamaAgents deployed to the cloud. Star the repo.
✍️ Community:
- Late Shift re:Invent Afterparty: Join us for an exclusive re:Invent afterparty with cocktails, networking, and tech conversations at Diner Ross Steakhouse in The LINQ, hosted with Browserbase, Braintrust, and Modal Labs. RSVP now.
