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LlamaIndex

4.5
•

LlamaIndex lets you build smart AI tools that read, understand, and act on your company's complex documents. It uses your own data to make AI more accurate, helping it make better decisions and automate tasks across various industries.

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OverviewFeaturesUse CasesFAQIntegrationsPricing

About LlamaIndex

Who It's For

This tool is for developers and AI teams building smart AI applications. It helps create AI agents that understand and use all kinds of company documents. From finance to healthcare, it connects AI with your specific business information.

What You Get

You get powerful tools to read and understand complex documents, including tables, images, or handwriting. It helps AI agents extract key information, find insights, and take actions. This makes your AI applications reliable, precise, and saves time. You can also build multi-step AI processes.

How It Works

The tool first takes your documents and uses advanced parsing to understand all content. It then organizes this data so AI models quickly find and use relevant information. You then create AI agents that combine these steps to answer questions, automate tasks, and make smarter decisions using your unique company data.

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Features & Capabilities

📄 Advanced Document Processing

LlamaParse

Provides industry-leading parsing for over 90 unstructured file types, including complex layouts, images, and handwritten notes.

LlamaExtract

Transforms unstructured content into structured insights using schema-based, LLM-powered extraction agents with citations and confidence scores.

Enterprise-Grade Indexing

Offers a robust chunking and embedding pipeline designed for precision and relevance in retrieval-augmented generation (RAG).

⚙️ AI Workflow Orchestration

Multi-Step Workflow Automation

Enables easy chaining, looping, and parallel paths to orchestrate complex AI processes and document pipelines.

Asynchronous Processing

Built with an async-first design for high-speed workflows that integrate seamlessly with modern Python applications like FastAPI.

Event-Driven Architecture

Supports stateful workflows that can be launched, paused, and resumed based on events for precise control.

🛠️ Developer Framework & Integration

Modular Agent Building Blocks

Offers core components like state, memory, and human-in-the-loop review to rapidly build GenAI applications.

Developer-First SDKs

Provides fully-featured Python and Typescript SDKs for easy embedding into existing technology stacks.

Broad Third-Party Integration

Includes pre-built connectors for various LLMs, data sources, and vector databases to integrate anywhere.

Use Cases

Building Intelligent Customer Support & Internal Knowledge Bases

Businesses struggle to provide quick, accurate answers from their vast documentation, leading to frustrated customers and inefficient support teams. LlamaIndex allows developers to build AI agents and chatbots that leverage RAG to instantly retrieve precise information from FAQs, manuals, and internal documents, significantly boosting agent accuracy and user satisfaction.

Enterprise OperationsFor: Customer Support Teams, Internal Knowledge Management, Developers

Automating Financial Research and Due Diligence

Financial institutions face challenges rapidly processing and extracting accurate insights from highly complex documents like reports, filings, and invoices. LlamaIndex, using LlamaParse and LlamaExtract, automates the high-accuracy parsing and structured data extraction from these documents, enabling financial analysts to conduct research and due diligence significantly faster and with greater precision.

Financial ServicesFor: Financial Analysts, Investment Managers, Data Scientists

Accelerating Document Processing in Regulated Industries

Industries like Insurance and Healthcare are overwhelmed by complex, often handwritten, and unstructured documents such as claims, medical records, and policy documents, hindering efficient operations. LlamaIndex offers robust parsing and extraction capabilities to transform this data into structured insights, automating critical processes like underwriting, claims processing, and administrative workflows with enhanced accuracy.

Regulated Industries (Insurance, Healthcare)For: Operations Managers, Compliance Officers, Data Entry Specialists

Accelerating Production-Ready GenAI Applications and Custom Agents

AI development teams face significant hurdles in building and deploying scalable, accurate Generative AI applications that integrate with their unique enterprise data and complex workflows. LlamaIndex offers a comprehensive, developer-first framework with modular components, robust parsing, and an orchestration engine to drastically reduce time-to-production for custom RAG applications and intelligent agents.

Software Development, Enterprise AIFor: AI Developers, Machine Learning Engineers, Solution Architects

Frequently asked questions

Tags

information retrievaldocument processingsemantic searchenterprise searchdata indexing

Specifications

Deployment
Browser
API
Self-hosted
Cloud
Target Audience
Business
Enterprise
Complexity
Expert

Pricing

Free

Per monthly

Free
  • 10K included credits
  • 0 pay-as-you-go credits
  • 1 user
  • 1 project
  • 5 indexes
  • 50 files in index
  • 0 data sources
  • File upload only
  • Basic support
  • SaaS deployment

Starter

Per monthly

$50
  • 50K included credits
  • Up to 500K pay-as-you-go credits ($500)
  • 5 users
  • 1 project
  • 50 indexes
  • 250 files in index
  • 50 data sources
  • S3 Bucket integration
  • Azure Blob Storage integration
  • Microsoft OneDrive integration
  • Microsoft Sharepoint integration
  • Box integration
  • Google Drive integration
  • 1 data sink
  • 2 extraction agents
  • Basic support
  • SaaS deployment

Pro

Per monthly

$500
  • 500K included credits
  • Up to 5,000K pay-as-you-go credits ($5K)
  • 10 users
  • 5 projects
  • 100 indexes
  • 1,250 files in index
  • 100 data sources
  • S3 Bucket integration
  • Azure Blob Storage integration
  • Microsoft OneDrive integration
  • Microsoft Sharepoint integration
  • Box integration
  • Google Drive integration
  • 5 data sinks
  • 15 extraction agents
  • Slack support
  • SaaS deployment

Enterprise

Per monthly

Free
  • Custom included credits
  • Custom pay-as-you-go credits
  • Unlimited users
  • Unlimited projects
  • Unlimited indexes
  • Unlimited files in index
  • Unlimited data sources
  • S3 Bucket integration
  • Azure Blob Storage integration
  • Microsoft OneDrive integration
  • Microsoft Sharepoint integration
  • Box integration
  • Google Drive integration
  • Confluence integration
  • Unlimited data sinks
  • Unlimited extraction agents
  • Dedicated support
  • SaaS deployment
  • VPC Deployment

✓ Free plan • ✓ Plans from $50 / monthly • ✓ Enterprise options

Integrations

FastAPI
Salesforce

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Links

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