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. Venue is the Microsoft SV Center, 🗓️ September 27th -- register today! luma.com/k3gytona

Coding agents like Claude Code can't understand business docs by default. Fix this with: 📡 MCP access to indexed repos ⚡ Enhanced CLI with doc parsing 🛠️ Agentic workflows that adapt 🎯 Use all three together for maximum impact Read more: www.llamaindex.ai/blog/adding...

Deleted the below posts out of an abundance of caution. Despite the words of the Proclamation, an unnamed White House official told New York Times that they intend to apply the $100,000 only to new applicants only. If that is correct, the implications are not as urgent.

Don't miss $20,000 in prizes at the Fullstack Agents Hackathon, next Saturday! We are partnering with CopilotKit, Composio, Microsoft for Startups, B Capital & AI Tinkerers to put on an amazing hackathon. Venue is the Microsoft SV Center, 🗓️September 27th -- register today! luma.com/k3gytona

SemTools has gotten some huge updates over the last few weeks: 1. A new `workspace` feature to speed up search calls over large datasets by caching embeddings with LanceDB. On a dataset of 1000 papers, search time goes from minutes to seconds 2. Now installable with npm! github.com/run-llama/s...

Build production-ready document processing pipelines with LlamaParse, @confluent.io & @mongodb.bsky.social! Extract from complex PDFs, stream with Apache Flink, store with Vector Search, plus new MCP Server for @vscode.dev! www.mongodb.com/company/blo...

A free AI conference with dozens of world-class speakers, tomorrow! www.unintelligence.ai/speakers Artificial Unintelligence is a 24-hour event available for free worldwide including our own Laurie Voss! Register to attend here: www.unintelligence.ai/register-to...

Build production-ready PDF agents with complete observability using LlamaIndex and Future AGI! 🔍 Auto-instrument RAG pipelines 📊 Continuous evaluations 🚨 Real-time alerts 📚 Full transparency docs.futureagi.com/cookbook/co...

You heard of LlamaIndex Workflows but you do not know where to start?🤔 vibe-llama, the official vibe-coding tool for the LlamaIndex ecosystem, is here to help🦙

New in LlamaParse - PowerPoint speaker notes! A long-requested feature, our parser now accurately parses out included speaker notes from PPTX files. Check out the demo notebook in action: colab.research.google.com/drive/16nxr... Or sign up for LlamaCloud today! cloud.llamaindex.ai/

📢 Episode 2 of the AI Leader Series is live! We talk with Swami Chandrasekaran, Head of AI & Data Labs at @KPMG_US, about how the Big Four firm powers context-aware AI agents with LlamaIndex. 👉 Watch now + subscribe: www.youtube.com/watch?v=qkp... #AILeaderSeries #KPMG #EnterpriseAI #LlamaIndex

Headed to #MongoDBlocal NYC on Sept 17? 🗽 Find us at booth 322! 🟢 See how LlamaIndex + @MongoDB power agentic workflows for customers like Cemex 🟢 Catch Jerry Liu’s lightning talk: Building Agentic Document Workflows (12:00–12:20 PM ET, Lightning Zone A) 👉 Register: www.mongodb.com/local/new-york

New in LlamaCloud Extract - choose your favorite model! In Extract's Multimodal and Premium modes, you can now pick from a menu of high-powered models to mix-and-match for your use-case. Try LlamaCloud Extract today: cloud.llamaindex.ai/

🦙 vibe-llama is our tool to help you vibe-code your way to a fully functional app powered by LlamaIndex, LlamaCloud, and LlamaIndex Workflows. It jumpstarts your journey with complete, end-to-end documentation examples so you can spend less time searching and more time building. 🚀

Global enterprises like Cemex use LlamaCloud to radically accelerate their data ingestion processes for maintenance, supply chain operations, health and safety and more! Check out the full video here: www.youtube.com/watch?v=Oba...

CLI agents + semantic search = powerful document analysis. We tested SemTools with Claude Code on 1000 Arxiv papers. Unix tools + semantic search creates capable knowledge workers. 🔍 Parse & search commands 📊 More accurate answers ⚡ CLI beats custom RAG www.llamaindex.ai/blog/semtoo...

How @Jeppesen (a @Boeing company) went from 512h → 64h to build AI agents: ✅ Built a Unified Chatbot Framework on LlamaIndex ✅ 1,792h saved already ✅ Nearly 4,900h projected annually From chatbot to full agent orchestration system. 🚀 www.llamaindex.ai/blog/jeppes... #GenAI #AIagents #LlamaIndex

Announcing the Fullstack Agents Hackathon on September 27th! We are partnering with CopilotKit, Composio, Microsoft for Startups, B Capital & AI Tinkerers to put on an amazing hackathon. Venue is the Microsoft SV Center, 🗓️September 27th -- register today! luma.com/k3gytona

Introducing LlamaIndex Classify: Rules-Based Document Classification Made Simple Learn how to automatically classify your documents with LlamaIndex's newest beta feature! Check out the video: youtu.be/fCaCRyPCHto

Build sophisticated document processing agents with our new examples in workflows-py 📄🔧

Auto-generate extraction schemas without manual setup using LlamaExtract 🔄 Automatically create schemas for data extraction, making it easier to pull structured information from documents. Simply start off with a prompt and/or example files! Check it out: docs.cloud.llamaindex.ai/llamaextrac...

In this episode of the AI Leader Series, we sit down with Daniel, Principal Data Scientist at Cemex, to explore how one of the world’s leading building materials companies is transforming with LlamaIndex. Check out the full video here: www.youtube.com/watch?v=Oba...

We’re thrilled that our own @cle-does-things.bsky.social will be speaking at Vector Space Day, hosted by @qdrant.bsky.social‬! Her talk, Vector Databases for Workflow Engineering, dives into workflow engineering: ⚡️ Workflow state management & persistency ⚡️ Long-term memory for LLMs and agents

Ready to build production AI agents without boilerplate? Join us & @weightsbiases.bsky.social for a deep dive into low-code AI development. See live demos, real-time tracing, rapid prototyping & guardrails for RAG pipelines & autonomous agents. wandb.ai/site/resour...

🚀 Our latest vibe coding tool 𝘃𝗶𝗯𝗲-𝗹𝗹𝗮𝗺𝗮 has an update: 𝘃𝟬.𝟯.𝟬 is here! We started with context injection for coding agents (Cursor, Claude Code, etc.) to get up-to-date LlamaIndex knowledge.

Make your vibe coding faster with these tools! 🔧 vibe-llama CLI injects current LlamaIndex context into Cursor and Claude Code 📋 Prompt templates generate complete Streamlit apps 🚀 Python SDK manages multiple agents ⚡ Transform scripts into full apps www.llamaindex.ai/blog/the-fu...

Tomorrow! Join us at the inaugural Agentic AI In Action AWS Partner Showcase at 9:30 AM PT at the AWS Builder’s Loft in San Francisco! Our own George He will be sharing insights in his talk: Building Document Agents with LlamaIndex: Effective Design Patterns. Register: www.aicamp.ai/event/event...

Build durable workflows that persist across multiple runs 👇 By default, LlamaIndex workflows are ephemeral - but production applications need persistence. Our new guide shows you three strategies: 🔄 Store data in workflow instances for simple persistence across multiple runs

Introducing 𝘃𝗶𝗯𝗲-𝗹𝗹𝗮𝗺𝗮 to streamline your LlamaIndex development with context-aware coding agents. A command-line tool that that automatically configures your favorite coding agents with up-to-date context and best practices about LlamaIndex framework, LlamaCloud and workflows

Transform your enterprise documents into intelligent, context-aware AI applications with advanced agentic processing techniques.

Build custom retrievers that beat generic vector search by understanding domain-specific context 🎮 Superlinked shows how to create Steam games retriever using custom LlamaIndex integration with Superlinked's mixture-of-encoders approach. superlinked.com/vectorhub/a...

🚀 New case study: @StackAI_HQ + LlamaCloud ✔️ 1M+ docs processed with high-accuracy parsing ✔️ Faster, smarter enterprise document agents ✔️ Trusted by finance, insurance & more Full story 👉 www.llamaindex.ai/blog/stacka... #GenAI #AIagents #EnterpriseAI

Build data-aware AI apps that query private docs using LlamaIndex + Heroku AI's managed infrastructure. 🚀 Managed Claude Sonnet & @cohere.com embeddings via OpenAI APIs 📊 Vector storage in Heroku Postgres 🔧 Easy RAG pipeline deployment www.heroku.com/blog/buildi...

We have a new comprehensive Model Context Protocol (MCP) documentation section, to help you connect your AI applications to external tools and data sources through a standardized interface.

🚀 Excited to co-sponsor Agentic AI in Action—the AWS Partner Showcase—on Aug 26 in SF! Catch our own Laurie Voss with a live tech talk. Expect food, demos, partner insights, and AI networking magic. 🔗 Register today: www.aicamp.ai/event/event... #AgenticAI #LlamaIndex #AWS #Elastic #AI

Follow along this example of how we created an example vibe-coded Streamlit application for an invoice parser, built with LlamaExtract. In this quick overview, @tuana.dev shows you how we: - Create extraction agents based on a pre-defined schema

Transform unstructured legal documents into queryable knowledge graphs that understand not just content, but relationships between entities. This comprehensive tutorial shows you how to build a knowldedge graph creation workflow using LlamaCloud and neo4j for legal contract processing:

Build multimodal AI applications that can analyze both text and images for market research and surveys 📊 🔍 Process images and documents together in a unified AI pipeline 📈 Extract insights from visual market data like charts, graphs, and product images

New walkthrough: Build web-scraping AI agents with Bright Data and LlamaIndex's agentic framework. 🌐 Learn how to give your AI agents reliable web access 🔧 Set up robust web scraping workflows that can handle dynamic content

Build a complete AI stock portfolio agent using our framework integrated with CopilotKit's AG-UI protocol for seamless frontend-backend communication.

The way we develop AI agent applications is changing, see an example of how we vibe-code a UI for extraction agents 👇

Just in! GPT-5 is now available to preview with LlamaParse. Our initial tests and benchmarks show promising results for gpt-5 mini, providing a nice blend between accuracy and cost with really nice table and visual recognition capabilities!

🦙☁️ Did you know that LlamaExtract is now available in our TypeScript SDK? 📦 You just need to install: 𝘯𝘱𝘮 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 𝘭𝘭𝘢𝘮𝘢-𝘤𝘭𝘰𝘶𝘥-𝘴𝘦𝘳𝘷𝘪𝘤𝘦𝘴

🚀 @SkySQL just cracked the code on hallucination-free SQL generation Using LlamaIndex, they built AI agents that turn natural language into accurate SQL queries across complex database schemas. ✅ Faster development cycles ✅ Seamless MariaDB integration www.llamaindex.ai/blog/how-sk...

New data sink for LlamaCloud 🔥 🦙 Connect your AstraDB database as a data sink in LlamaCloud for seamless vector storage and retrieval.

Transform dense enterprise documents into intelligent AI agents that can reason, calculate, and answer complex questions automatically.

Turn complex financial documents into plain English with AI-powered document analysis, powered by LlamaCloud. This tool helps anyone understand complicated financial reports and figures, regardless of their experience level:

Build a hybrid agentic workflow combining RAG, Text2SQL and a system that intelligently routes between SQL databases and vector search based on the users query. This tutorial and example repository by Akshay shows you how to:

How 11xAIbuild built Alice, the AI SDR 🚀 Onboarding SDRs can take a long time, 11x shrunk this time to days by solving a critical challenge: getting AI to understand complex company materials like humans do.

Using Claude, you how have search results as content blocks, bringing citations to agent applications - no more document workarounds needed!