Aiwaves-agents

Agents is an open-source library/framework designed for building autonomous language agents. It offers various features such as long-short term memory, tool usage, web navigation, multi-agent communication, human-agent interaction, and symbolic control. Unlike other frameworks, Agents allows users to provide fine-grained control and guidance to language agents through a Standard Operation Process (SOP). The framework enables customization of language agents by simply filling in a config file in natural language and deploying them in different interfaces.

Key Features:

1. Tool Usage: The library allows language agents to utilize external tools and APIs through function-calling. Developers can also add their own customized tools.

2. Web Navigation: Language agents can navigate the web and gather useful information by using search engines.

3. Human-Agent Interaction: Agents supports human users to directly interact with language agents and play the role of an agent themselves. Users can input their own actions and communicate with other language agents within the environment.

4. Symbolic Control: Unlike other frameworks, Agents enables users to define subgoals and subtasks for the overall task through an SOP. This allows for customization of fine-grained workflows for language agents.

5. Multi-agent Communication: The library supports the creation of multi-agent systems, where language agents can communicate with each other and the environment. Agents includes a controller function that dynamically decides which agent performs the next action based on the previous actions, environment, and current states, making multi-agent communication more flexible.

Use Cases:

- Building autonomous language agents for customer service chatbots, where agents can utilize external tools, navigate the web for information, and interact with human users.

- Developing multi-agent systems for collaborative problem-solving tasks, where agents can communicate with each other and the environment to achieve complex goals.

- Creating language agents for virtual assistants, allowing users to interact with the agent and customize its behavior through an SOP.

Agents is a powerful open-source library/framework that empowers users to build autonomous language agents with advanced features. Its ability to provide fine-grained control and customization through an SOP sets it apart from other frameworks. With Agents, developers can create highly versatile and adaptable language agents that can utilize external tools, navigate the web, interact with humans, and communicate with other agents. Whether it's for customer service, collaboration, or virtual assistants, Agents offers a flexible and efficient solution for building intelligent language agents.