Summary Agents An Open-source Framework for Autonomous Language Agents arxiv.org
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One Line
Agents is an open-source framework that enables autonomous language agents by incorporating planning, memory, tool usage, multi-agent communication, and symbolic control.
Slides
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Key Points
- Agents is an open-source framework for autonomous language agents that aims to make recent advances in large language models accessible to a wider audience.
- The framework supports important features such as planning, memory, tool usage, multi-agent communication, and symbolic control.
- It enables agents to navigate the internet and gather information through specialized APIs.
- Agents supports customizing multi-agent systems, including a new feature called "dynamic scheduling" that allows a controller agent to decide.
- It offers human-agent interaction and controllability through symbolic plans.
- The framework allows developers to customize agents with new functionalities easily, including a "is-human" property for human interaction.
- Agents implements long-short term memories using sentence-transformers for action histories and integrates OpenAI's GPT APIs for context-dependent tool calls.
- The document is a compilation of references to various software, frameworks, and research papers related to autonomous language agents.
Summaries
28 word summary
Agents is an open-source framework for autonomous language agents, making recent advances in large language models accessible. It supports planning, memory, tool usage, multi-agent communication, and symbolic control.
42 word summary
Agents is an open-source framework for autonomous language agents that aims to make recent advances in large language models accessible to a wider audience. The framework supports important features such as planning, memory, tool usage, multi-agent communication, and symbolic control. It enables
245 word summary
Agents is an open-source framework for autonomous language agents that aims to make recent advances in large language models accessible to a wider audience. The framework supports important features such as planning, memory, tool usage, multi-agent communication, and symbolic control. It is
A GENTS is an open-source framework for autonomous language agents that enables agents to navigate the internet and gather information through specialized APIs. It supports customizing multi-agent systems, including a new feature called "dynamic scheduling" that allows a controller agent to decide
The document discusses an open-source framework called Agents for building autonomous language agents. The framework supports tool usage, long-short term memory, and multi-agent communication. It also offers human-agent interaction and controllability through symbolic plans. The framework is designed following
The open-source framework for autonomous language agents allows developers to customize agents with new functionalities easily. Unlike other frameworks, this one includes a "is-human" property that allows human users to interact with the agent. This feature enables flexible human-agent interaction in both
A GENTS is an open-source framework for autonomous language agents that implements long-short term memories using sentence-transformers for action histories. It supports tool usage and web navigation through ToolComponents and integrates OpenAI's GPT APIs for context-dependent tool calls.
This document is a compilation of references to various software, frameworks, and research papers related to autonomous language agents. The references include URLs to GitHub repositories, academic papers, and preprints. Some of the key topics covered include interactive generation of long text,