LlamaIndex

LlamaIndex is a flexible data framework designed to connect custom data sources to large language models (LLMs). It simplifies the process of building, iterating, and deploying multi-agent AI systems, enabling autonomous task execution over various data types. LlamaIndex supports both read and write functions, allowing 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