LlamaIndex 🦙

Classify documents automatically with LlamaClassify - no more manual sorting through contracts and legal documents. Our new classification service lets you build intelligent document sorting systems that understand content and provide reasoning for their decisions: 📄 Define…

EmbeddingGemma, a compact 308M parameter multilingual embedding model, perfect for on-device RAG applications - and we've made it super easy to integrate with LlamaIndex! 🛠️ Ready-to-use integration with LlamaIndex's @huggingface Embedding class - just specify the query and…

📄 Parse vs. Extract: Two Fundamental Approaches to Document Processing Building document agents? Knowing when to parse versus when to extract is fundamental to getting your architecture right. In this deep dive, @tuanacelik breaks down: 🔍 Parsing - Converting unstructured…

Low-code is nice, but if I had to bet on a future, it’s code-based orchestration + coding agents to let anyone bridge that gap. OpenAI’s AgentKit (left img) lets you get started building various flows, like comparing docs, or a basic assistant. Once you need to encode more…

Document agents are changing everything, but how are they actually being used? Join me and @seldo for a deep dive into real-world @llama_index case studies that are transforming how companies handle information overload. You'll see: - How LlamaIndex powers document intelligence…

⚡ Building Agentic Workflows for Technical Document Analysis Check out our new end-to-end example by @jerryjliu0: an agentic workflow that extracts structured data from solar panel datasheets and automatically generates compliance reports against design requirements. 🔄…

The real story starts after the demo. Agent deployments in production reveal what frameworks can actually do and what they can’t. Two sessions on Wednesday (Oct 8) on making agents work in the real world: 1 PM ET: Real-World Agents: Case Studies from LlamaIndex w/ @seldo…

LlamaParse now supports @AnthropicAI's Claude Sonnet 4.5, plus exciting new features for enhanced document processing! We've integrated Sonnet 4.5 into our parsing capabilities, giving you access to Anthropic's latest model for even better document understanding and parsing.…

Build a full-stack website powered by a LlamaIndex agent in minutes with AG-UI from @CopilotKit and @composiohq! This full-featured template application for building Agent apps get you up and running in no time! Battle-tested from dozens of hackathon participants at our recent…

Had a great conversation with @jerryjliu0 from @llama_index, @dvellante and @knightrm about agents, open source, and enterprise-grade infra. 🚀 Thank you to the team at @SiliconANGLE & @theCUBE for joining us at @UiPath FUSION! Check it out: youtube.com/watch?v=JvreHq…

We tested whether coding agents with CLI tools are all you need for complex document search and analysis tasks 🧪 Our new SemTools benchmark used 1000 @arxiv papers to compare agents with and without semantic search capabilities: 🔍 Agents with semantic search provided more…

Build and ship document agents 10× faster 🚀 We have some great news! LlamaAgents are here, and we're opening it up to early access for a small group of users to start trying! LlamaAgents help you deploy document agents with a single click! Automate document-centric tasks like…

Build an Express Agent with LlamaIndex TypeScript Workflows ⚡ We have new docs walking through a production-ready agent system that combines tool-calling capabilities with real-world deployment patterns using our TypeScript workflows framework. 🤖 Create a workflow with a…

Claude Sonnet 4.5 is here and we have day 0 support as usual! Sonnet 4.5 excels at coding, so we got it to generate its own fireworks celebration of its launch! Read Anthropic's announcement post here: anthropic.com/news/claude-so… Check out our demo notebook (with the fireworks…

This open-source NotebookLM alternative demonstrates a complete architecture for document-powered AI apps: 🏗️ Event-driven workflows orchestrate complex multi-step processes like document parsing, summary generation, and podcast creation ☁️ LlamaCloud handles the heavy lifting…

Give Claude Code a semantic filesystem 🗃️🛠️ Giving Claude Code access to the right CLI tools over your filesystem turns it into a general agent capable of automating far more knowledge work beyond code - it can do dynamic financial/legal/medical/technical/backoffice analysis…

I was at Vector Space Day in Berlin today, and it was nothing short of incredible. So many people, an amazing energy, a wonderful location and awesome talks! I got the opportunity of being among the speakers, and talking about how you can use @llama_index workflows in combination…

Building a full-stack agent application? Our OSS engineer @itsclelia just dropped an example using LlamaIndex Workflows and @nextjs + @tailwindcss for the UI! How does it work? 🗄️ The workflow retrieves context from a @qdrant vector DB 🇬🇧 @OpenAI is used as a translation layer…

THIS SATURDAY: don't miss $20,000 in prizes at the Fullstack Agents Hackathon! We are partnering with CopilotKit, Composio, Microsoft for Startups, B Capital & AI Tinkerers to put on an amazing hackathon. Participants will start with a boilerplate fullstack agent application…

Adding Document Understanding to Claude Code 📑🤖 Coding agents are awesome but they don’t natively understand docs (they kind of do, but it sucks). This limits their ability to build business applications - think about anything from a financial copilot to contract reviewer to…