L2MAC

The LLM Automatic Computer Framework

A collaborative LLM-based framework for complex tasks, bypassing the fixed context limit of LLMs

Multi-Agent Collaboration

Harness multiple LLM agents operating in tandem to perform complex tasks, bypassing the fixed context limits of individual models.

Extensive Output Generation

Generate extensive outputs like complete codebases or entire books, all from a single prompt, powered by our innovative LLM Automatic Computer.

Advanced Memory Handling

Utilize advanced memory systems that allow agents to store, recall, and utilize past interactions and outputs, enhancing consistency and depth in task handling.

Self-Generating Prompt Programs

Automatically generate and execute sequential prompt programs that guide LLM agents through complex tasks, eliminating the need for manual intervention.

Tool Integration and Error Handling

Incorporate external tools for syntax checking and test running of code, ensuring high-quality and error-free outputs.

Customizable Task Execution

Adapt the framework to various domains by customizing the task execution steps, ensuring versatility and broad applicability.