What is LlamaIndex?
LlamaIndex is a leading data framework that empowers developers to build knowledge AI agents by connecting Large Language Models (LLMs) to private, enterprise-grade data. It offers a comprehensive suite of tools to parse, manage, and integrate documents, structured databases, APIs, and cloud storage into agent workflows, enabling context-aware, enterprise-ready AI applications.
LlamaIndex Features
- LlamaIndex Document Parsing: Parse unstructured data from text, tables, diagrams, and charts to make documents LLM-ready.
- Data Extraction: Use schema-driven engines to extract structured information from raw documents and enhance data usability.
- Knowledge Management: Connect and transform scattered enterprise data into organized, accessible knowledge bases for AI agents.
- Agent Framework: Deploy multi-agent systems with orchestration tools designed for complex enterprise workflows.
- LlamaCloud: A cloud-native service to parse, index, store, and manage enterprise data efficiently at scale.
- Enterprise Integrations: Directly integrate with Microsoft SharePoint, Box, S3, and more to ensure secure data syncing with access controls.
- Agentic Workflows: Build advanced applications powered by agentic workflows using context-rich knowledge augmentation.
- Community Connectors: Tap into hundreds of ready-made connectors contributed by the open-source community to extend agent capabilities.
LlamaIndex Pricing
LlamaIndex offers 10K credits per month for one user. Visit LlamaIndex Pricing for more details about their plans.
- Free: $0/month – Includes 10K credits, 1 user, file upload only, basic support.
- Starter: $50/month – Includes 50K credits, up to 5 users, 5 external data sources, basic support.
- Pro: $500/month – Includes 500K credits, up to 10 users, 25 external data sources, basic support.
- Enterprise: Custom pricing – Personal limits, enterprise-only features, SaaS/VPC deployment, and dedicated support.
LlamaIndex Use Cases
- Enterprise Knowledge Assistants: Build private AI agents that securely access company data for internal search and decision support.
- Data Extraction Pipelines: Extract structured information from unstructured documents such as PDFs, reports, and contracts.
- Agentic Automation: Build autonomous agents that orchestrate tasks using real-time, structured data from various sources.
Conclusion
LlamaIndex offers a smart solution for developers aiming to bridge the gap between raw enterprise data and intelligent AI applications. With powerful document parsing, structured knowledge extraction, agent frameworks, and deep enterprise integrations, it empowers the next generation of context-rich, scalable AI solutions across industries.
