LlamaIndex

What is LlamaIndex?

LlamaIndex is a groundbreaking framework designed to build knowledge assistants that can effectively process and understand enterprise data. The platform enables organisations to create production agents capable of finding information, synthesising insights, generating reports, and taking actions over complex enterprise data structures, while providing a flexible framework for building context-augmented AI agents.

Key Features

The core capabilities and features of LlamaIndex encompass:

1. Enterprise Data Integration

Seamlessly connects with enterprise data sources including Microsoft SharePoint, Box, and S3, with native handling of access controls and incremental syncing.

2. Advanced Document Parsing

LlamaParse provides exceptional handling of nested tables, complex spatial layouts, and image extraction for maintaining data integrity in advanced RAG pipelines.

3. Knowledge Management

Offers fast and secure management of unstructured knowledge bases including PDFs, PowerPoints, and Excel sheets, enabling rapid deployment of knowledge assistants.

4. Multi-Agent Workflows

Features a core framework for orchestrating both single and multi-agent workflows, allowing for complex task automation and processing.

5. Integration Flexibility

Supports connections to over 40 vector stores, 40 LLMs, and 160 data sources, ensuring comprehensive compatibility across platforms.

Who uses

LlamaIndex

Enterprise organisations, data scientists, AI engineers, business analysts, and development teams across finance, manufacturing, IT, and professional services sectors that need to build and deploy AI knowledge assistants.

Keywords

enterprise AI
knowledge assistants
RAG framework
document parsing
LLM integration

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LlamaIndex

What is LlamaIndex?

Key Features

Who uses

Summary

Keywords

Development & Programming