LlamaIndex

docs.llamaindex.ai/en/latest/e...

⚡ Compare results before and after reranking to see measurable improvements in answer quality

LlamaParse handles complex PDF structures while reranking ensures your users get the most relevant information every time.

Check out the complete tutorial:

🎯 Combine LlamaParse's advanced PDF extraction with reranking models to surface the most relevant chunks
📈 Implement semantic reranking with 𝙯𝙚𝙧𝙖𝙣𝙠-1 to improve retrieval quality beyond basic similarity search

Improve retrieval accuracy by reranking your LlamaParse PDF results with ZeroEntropy rerankers 📊

Learn how to enhance your document search pipeline with reranking techniques that significantly boost relevance scores for better AI responses.

All-in-one virtual event platform | Zoom Events

Register for the workshop: Thu, Aug 14, 2025 6:00 PM CEST

events.zoom.us/ev/An5QWREm...

🔗 Set up Zoom RTMS to capture live audio
📊 Use transcript chunks for as LLM context
🧠 Build intelligent, event-driven agents that can summarize conversations, detect intent, create action items and meeting notes

Join for a complete blueprint for LLM orchestration with live voice data.

Build realtime AI agents that can process live voice data from Zoom meetings using RTMS and LlamaIndex 🎙️🤖

Join us for a hands-on technical workshop on August 14th where you'll learn to create production-grade AI systems that work with streaming audio:

We then test it for time and the number of tool calls.

Try out Agent Maze: https://@github.com/run-llama/a...
And get started with LlamaIndex & GPT-5:
docs.llamaindex.ai/en/stable/e...

Hello GPT-5! OpenAI just announced their latest model 🔥

We have day-0 support: 𝗽𝗶𝗽 𝗶𝗻𝘀𝘁𝗮𝗹𝗹 -𝗨 𝗹𝗹𝗮𝗺𝗮-𝗶𝗻𝗱𝗲𝘅-𝗹𝗹𝗺𝘀-𝗼𝗽𝗲𝗻𝗮𝗶

Can GPT-5 find treasure in a maze? Try it out with Agent Maze: an agent with minimal tools, tasked to solve a maze (that we generate).

Getting Started with LlamaCloud Index & Agents | LlamaCloud Documentation LlamaCloud Index is an enterprise service from LlamaIndex which makes it easy to load, parse, index and retrieve data and then use it in AI Agents built in our LlamaIndex open source framework.

youtu.be/Trsu_NJIfnw...
📖 Get started with the tutorial:
docs.cloud.llamaindex.ai/llamacloud/...

The agent successfully processes a complex banking scenario involving overdraft calculations, fee assessments, and timing - demonstrating how LlamaCloud Index integrates seamlessly with agentic workflows built on our open source framework.

📹 Watch the full walkthrough:

📊 Stream agent reasoning in real-time to see exactly how your AI system processes multi-step problems

🤖 Create multi-tool agents using our Workflows abstraction that can query your indexed data alongside other functions
💰 Handle complex scenarios like calculating banking fees across multiple transactions and timeframes

This tutorial by @seldo.com walks you through creating your first LlamaCloud Index, using JP Morgan Chase banking documents and building an agent that can reason across multiple data sources:

🏦 Set up LlamaCloud Index to parse and index dense PDF documents like banking agreements and fee schedules

Build enterprise AI applications with LlamaCloud Index and connect them to intelligent tool calling agents that can handle complex, multi-step queries.

🤖 @anthropic.com just dropped Claude Opus 4.1 and we have day-zero support for it, you just have to run:

𝘱𝘪𝘱 𝘪𝘯𝘴𝘵𝘢𝘭𝘭 -𝘜 𝘭𝘭𝘢𝘮𝘢-𝘪𝘯𝘥𝘦𝘹-𝘭𝘭𝘮𝘴-𝘢𝘯𝘵𝘩𝘳𝘰𝘱𝘪𝘤

Curious of trying it out with LlamaIndex? Check out our example notebook:
docs.llamaindex.ai/en/latest/e...

Automating Invoice Processing with Document Agents: The Complete Guide to AI-Powered Financial Workflows — LlamaIndex - Build Knowledge Assistants over your Enterprise Data LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.

Read the full guide on building invoice processing automation:
www.llamaindex.ai/blog/automa...

⚡ Set up automated processing pipelines that route invoices based on content, flag anomalies, and integrate with existing accounting systems
🔄 Handle multiple invoice formats and layouts using advanced document parsing strategies with LlamaParse

🤖 Create intelligent document agents that understand invoice structure and can extract key information like vendor details, amounts, and line items with LlamaExtract

Build automated invoice processing systems using LlamaIndex document agents and LlamaCloud. Extract, validate, and process invoice data with minimal human intervention.

Document Agents for Finance: Automate Document Data with AI Financial services are overloaded with complex, unstructured documents—10-Ks packed with nested tables, earnings reports combining charts and text. Join LlamaIndex to see how to automate document processing with GenAI.

Join @tuana.dev and the LlamaIndex team, August 12th at 9 AM PST: landing.llamaindex.ai/2025-aug-we...

💼 Implement real use cases like SEC filing analysis, portfolio risk assessment, and compliance reporting with intelligent pipelines
⚡ Move beyond traditional OCR limitations to extract actionable data from unstructured financial documents

📊 Build document agents using LlamaCloud's enterprise-grade parsing engine that handles nested tables, charts, and inconsistent formats in 10-Ks and earnings reports
🤖 Set up end-to-end automated workflows with LlamaIndex agentic orchestration for seamless document processing

Ready to see how Document Agents handle messy financial documents?

Our upcoming webinar in just 1️⃣ week shows you exactly how to build systems that work with the complex, multimodal documents financial teams deal with every day:

docs.llamaindex.ai/en/stable/e...

Try it out now with LlamaIndex workflows and Ollama to host the model 👇
· use gpt-oss 20b with Ollama
· see how to use the LLM directly for streaming + thinking
· use it with agents for tool calling

🚀 OpenAI just dropped their first open-source LLM since GPT-2!

GPT-OSS-120B & GPT-OSS-20B are here with:

✅ Reasoning that matches o4-mini
✅ Apache 2.0 license
✅ Runs locally
✅ Ready to use with LlamaIndex
The open-source AI game just changed 🔥

Clean Inputs, Smarter Minds: How Delphi Uses LlamaCloud to Power Better Data Ingestion Pipelines — LlamaIndex - Build Knowledge Assistants over your Enterprise Data LlamaIndex is a simple, flexible framework for building knowledge assistants using LLMs connected to your enterprise data.

Read the full case study: www.llamaindex.ai/blog/clean-...

The results: higher LLM accuracy, clean citation fidelity, and scale-ready infrastructure that processes everything from YouTube transcripts to Google Drive exports into trusted training data.

⚖️ Balanced agentic mode optimizes extraction quality while keeping costs predictable at scale
🔧 Zero manual patching means engineers spend less time debugging ingestion pipelines