LlamaIndex AI Framework

  • Language: Python

  • Company: Llama Index Inc.

  • License: MIT

Llama Index AI Framework by Llama Index Inc. is an open-source solution for developing production-grade, multi-agent AI systems. This framework supports agents functioning autonomously within a scalable, orchestrated environment suited for real-world applications.

Key Features and Capabilities

  • Agent-as-a-Service: Each agent operates as a distinct service within the system, providing modularity and scalability. Agents can be easily added or adjusted based on the system’s evolving needs.

  • Centralized Message Queue: Agents communicate via a centralized message queue, publishing and pulling messages to coordinate tasks effectively and maintain smooth inter-agent communication.

  • Control Plane with Orchestration: The framework includes a control plane that tracks tasks and services, dynamically assigning next steps through an orchestrator. This orchestrated control ensures efficient task handling and system stability.

  • Built-In CLI Tool: Llama Index offers a command-line interface to monitor and manage agent services. This CLI enables real-time tracking, direct interaction, and troubleshooting of agent activities.

LlamaIndex in Action! - Example

As a sneak peak around the capabilities of LlamaIndex, please check out: