Build and benchmark Software Engineering agents with Composio's tooling ecosystem using JavaScript
SWE Development Kit (swekit) is a powerful framework for building Software Engineering agents using Composio's tooling ecosystem. It provides tools like Github, Repo Indexing, Repo Search, File Manager, Shell Manager, and more.
- Agent Scaffolding: Quickly create Devin like agents that work out-of-the-box with popular agentic frameworks like OpenAI, Langchain, and more.
- Flexible Workspace Environments: Operate your agents within a variety of secure and isolated environments including Docker, E2B, and FlyIO for security and isolation.
- Customizable Tools: Add or optimize your agent's abilities with a variety of tools.
- Benchmarking: Evaluate your agents against the SWE-bench, a comprehensive benchmark for software engineering tasks.
Begin by installing the core packages using your favourite package manager. The recommended method is using pnpm
, but you can also use npm
or yarn
.
pnpm install -g composio-core
To utilize Github Issues as a task source, link your Github account by setting the GITHUB_ACCESS_TOKEN
environment variable with your personal access token. Run the following command in your terminal:
export GITHUB_ACCESS_TOKEN=<github_access_token>
Warning: To use Docker as the default workspace environment, ensure your Docker server is running.
To quickly get started, clone the template from GitHub using the command below:
git clone https://github.com/ComposioHQ/swe-js-template.git swe-js
Install all the required dependencies for the SWE agent using pnpm
, which is the recommended package manager:
cd swe-js && pnpm i
To start the agent, just run the following command:
pnpm start
You will be prompted to specify the repository and issue for the agent to address.