LlamaIndex Newsletter 2025-01-14

Hi there, Llama Lovers! 🦙

Welcome to this week's edition of the LlamaIndex newsletter! We're thrilled to share some exciting updates, including the introduction of our new NVIDIA AI Blueprint for blog creation, insights into Agentic Document Workflows (ADW), and a comprehensive set of notebooks for automating invoice processing. Dive into these highlights and more as we continue to innovate and enhance your experience with LlamaIndex!

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:

• NVIDIA AI Blueprint for Blog Creation: Unveil our new Document Research Assistant powered by NVIDIA NIM LLMs and NeMo embeddings, designed to streamline content creation through a multi-step process. Read the full announcement, Check out the Blueprint, Watch the video, Get the full code.
• Comprehensive Notebooks for Invoice Processing: Automate invoice processing with our set of notebooks that combine LLM concepts into a unified architecture for easier setup and enhanced power. Match line-items to relevant SKUs, Generate a payment plan, Map spend categories to cost centers, Standardize units.
• Agentic Document Workflows (ADW): Explore the core principles of ADW, a new paradigm for streamlining document processing that integrates directly into business processes. Check out the full blog here.

🗺️ LlamaCloud & LlamaParse:

• Multilingual Visual Embedding Model: We released a new open-source visual embedding model, vdr-2b-multi-v1, for efficient large-scale systems. Learn more.
• LlamaIndex Integration with Cohere: Discover how to use Cohere models with LlamaIndex for enhanced inference and embedding capabilities. Check it out.

✨ Framework:

• LlamaIndex Workflows Deep Dive: Learn how to crystallize LLM-powered processes into controllable, repeatable forms with LlamaIndex Workflows. Get the full details and code.
• Interactive UI for LlamaIndex Workflows: Build a user-friendly interface with @streamlit and integrate real-time updates and feedback. Read the full guide.

✍️ Community:

• Agentic Document Workflows: Explore real-world use cases for ADW, including contract review and medical case summaries. Read more.
• AI Builders Summit: Join @seldo and 40+ speakers at the AI Builders Summit for insights on customizing open-source models and deploying AI agents. Register here.
• GitHub HQ Event: Join us on Jan 15th for expert talks on debugging AI agents and building agentic workflows with LlamaIndex. Register now