LlamaIndex

LlamaIndex is a versatile data framework that connects custom data sources to large language models. It enhances the development, iteration, and deployment of multi-agent artificial intelligence systems, allowing for autonomous task execution across various types of data. LlamaIndex facilitates both reading and writing operations, supporting dynamic data ingestion and modification through a reasoning loop and tool abstractions.

• Distributed service-oriented architecture
• Standardized API interfaces
• Agentic and explicit orchestration flows
• Ease of deployment
• Scalability and resource management

• Complex question-answering systems
• Collaborative AI assistants
• Distributed AI workflows
• Context-augmented applications
• Document understanding and extraction