LlamaIndex

Functionalities

Abstraction Flow

• (Loader → Documents → Index → QueryEngine →) Tools → Worker → Agent

Graph Functionality

via PropertyGraphIndex

Agentic Functionality

Let the LLM agent figure out what tasks to do.

Declarative Pipelines

Has a similar interface to sklearn and Haystack.