Hi there, Llama Enthusiasts! 🦙
Welcome to this week's edition of the LlamaIndex newsletter! We're excited to bring you updates including our upcoming document parsing webinar, a powerful finance triage agent workflow, our collaboration with MongoDB on enterprise document processing, and the MavenBio success story. Plus, don't miss our exclusive re:Invent afterparty in Vegas! Check out these developments along with our comprehensive guides and tutorials to maximize your use of these new features.
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:
- Beyond OCR: AI Agents for Complex Document Parsing Webinar: Join us December 4th at 9 AM PST to learn industry secrets for parsing complex documents using AI agents instead of traditional OCR. Get practical strategies for handling handwriting, rotated scans, nested tables, and visually dense layouts. Register now.
- MongoDB Partnership: Enterprise Document Processing at Scale: Watch our collaboration session breaking down how to turn messy, real-world documents into reliable insights using LlamaParse and MongoDB Atlas in a complete S3 → LlamaParse → MongoDB Atlas → LLM workflow. Watch recording.
- Finance Triage Agent Workflow: Build an intelligent system that automatically triages incoming emails with attachments using LlamaClassify, LlamaExtract, and Agent Workflows to handle invoices and expense reports with different business logic. View example.
🗺️ LlamaCloud And LlamaParse:
- Email-Triggered Agent Workflows: New integration with Resend webhooks allows you to trigger agent workflows directly from your inbox, automatically classifying and extracting information from document attachments and sending intelligent replies. Get started with LlamaCloud.
- MavenBio Case Study: Learn how MavenBio transformed complex scientific visuals in biopharma documents into searchable intelligence, achieving 10x-20x faster workflows and enhanced accuracy in processing conference posters and regulatory filings. Read full case study.
✨ Framework:
- Agent Workflows with Memory and Persistent States: Discover how to augment your LlamaIndex agent workflows with memory and persistent states for building context-rich AI systems leveraging vector search and workflow engineering. Watch tutorial | Learn more about workflows.
✍️ Community:
- re:Invent Afterparty in Vegas: Join us for an exclusive afterparty at Diner Ross Steakhouse in The LINQ with cocktails, networking, and tech conversations alongside teams from Browserbase, Braintrust, and Modal Labs. RSVP now.
