automata Agent工作流

Install dependencies and run indexing on the local codebase

poetry run automata install-indexing ```

Construct the set of all dependencies that will be used to build the tools

toolkit_list = ["context-oracle"] tool_dependencies = dependency_factory.build_dependencies_for_tools(toolkit_list)

Installation and Usage

Initial Setup

Follow these steps to setup the Automata environment

```bash

Install poetry and the project

pip3 install poetry && poetry install

Configure the environment and setup files

poetry run automata configure

<details>
<summary>Installation via Docker</summary>
<br>
You can also install Automata through Docker.

Pull the Docker image:

Run the Docker image:

This will start a Docker container with Automata installed and open an interactive shell for you to use.
</details>

<details>
<summary>Windows Tips</summary>

Windows users may need to install C++ support through [Visual Studio's "Desktop development with C++"](https://visualstudio.microsoft.com/downloads/?q=build+tools) for certain dependencies.

Additionally, updating to gcc-11 and g++-11 may be required. This can be done by running the following commands:

Installs gcc-11 and g++-11 packages

sudo apt install gcc-11 g++-11

Build the embeddings + docs

```

Example - Building your own agent

Sometimes the best way to understand a complicated system is to start by understanding a basic example. The following example illustrates how to run your own Automata agent. The agent will be initialized with a trivial instruction, and will then attempt to write code to fulfill the instruction. The agent will then return the result of its attempt.

```python

from automata.config.base import AgentConfigName, OpenAIAutomataAgentConfigBuilder from automata.agent import OpenAIAutomataAgent from automata.singletons.dependency_factory import dependency_factory from automata.singletons.py_module_loader import py_module_loader from automata.tools.factory import AgentToolFactory

Build the tools

tools = AgentToolFactory.build_tools(toolkit_list, **tool_dependencies)

Build the agent config

agent_config = ( OpenAIAutomataAgentConfigBuilder.from_name("automata-main") .with_tools(tools) .with_model("gpt-4") .build() )

Contribution guidelines

If you want to contribute to Automata, be sure to review the contribution guidelines. This project adheres to Automata's code of conduct. By participating, you are expected to uphold this code.

We use GitHub issues for tracking requests and bugs, please see Automata Discussions for general questions and discussion, and please direct specific questions.

The Automata project strives to abide by generally accepted best practices in open-source software development.

Demo

https://github.com/emrgnt-cmplxty/Automata/assets/68796651/2e1ceb8c-ac93-432b-af42-c383ea7607d7

Initialize git submodules

git submodule update --init

Updates the list of packages on your system

sudo apt update

Initialize the module loader to the local directory

py_module_loader.initialize()