Open SWE

Warning

Open SWE is under active development and is not yet ready for production use.

Open SWE is an open-source cloud based coding agent.

Usage

First, clone the repository:

git clone https://github.com/langchain-ai/open-swe.git
cd open-swe

Next, install dependencies:

yarn install

Copy the .env.example files to .env in their respective packages, and fill in the values:

# Agent .env file
cp ./apps/open-swe/.env.example ./apps/open-swe/.env
# Web .env file
cp ./apps/web/.env.example ./apps/web/.env

The agent .env file should contain the following variables:

# ------------------LangSmith tracing------------------
LANGCHAIN_PROJECT="default"
LANGCHAIN_API_KEY=""
LANGCHAIN_TRACING_V2=true
# -----------------------------------------------------

# Defaults to Anthropic models, OpenAI & Google keys are optional, unless using those models
ANTHROPIC_API_KEY=""
OPENAI_API_KEY=""
GOOGLE_API_KEY=""

# Daytona API key for accessing and modifying the code in the cloud sandbox.
DAYTONA_API_KEY=""

And the web .env file should contain the following variables:

NEXT_PUBLIC_API_URL=http://localhost:2024 # Change to production URL when deployed
NEXT_PUBLIC_ASSISTANT_ID="open-swe"

# For the GitHub OAuth flow
GITHUB_APP_CLIENT_ID=""
GITHUB_APP_CLIENT_SECRET=""
GITHUB_APP_REDIRECT_URI="http://localhost:3000/api/auth/github/callback"

GITHUB_APP_NAME="open-swe-dev"
GITHUB_APP_ID=""
GITHUB_APP_PRIVATE_KEY=""

To get the GitHub App secrets, first create a new GitHub app (note: this is not the same as the OAuth app) in the developer settings.

Give the app a name and description.

Under Callback URL, set it to: http://localhost:3000/api/auth/github/callback for local development. Then, uncheck Expire user authorization tokens, and check Request user authorization (OAuth) during installation.

Under Post installation, check Redirect on update.

Under Webhook, uncheck Active.

Under Repository permissions, give the app the following permissions:

• Contents - Read & Write
• Metadata - Read & Write
• Pull requests - Read & Write
• Issues - Read & Write

Finally, under Where can this GitHub App be installed? ensure Any account is selected.

After creating the app, you will be taken to the app's settings page. Copy/generate the following fields for your environment variables:

App ID - GITHUB_APP_ID Client ID - GITHUB_APP_CLIENT_ID Client secrets - Generate a new secret key, and set it under GITHUB_APP_CLIENT_SECRET Scroll down to Private keys, and generate a new private key. This will download a file. Set the contents of this file under GITHUB_APP_PRIVATE_KEY. Set GITHUB_APP_REDIRECT_URI to http://localhost:3000/api/auth/github/callback for local development. Set GITHUB_APP_NAME to the name of your app.

That's it! You can now authenticate users with GitHub, and generate tokens for them.

Running the graph

[!INFO] Since Open SWE is still under development, the following requires hard coding the repository information. This will be changed before the release.

To run the graph, first you must set which repository you want Open SWE to make changes to inside the web package. To do this, search for instances of repo: "open-swe", inside the apps/web directory. This should yield 7 results in 5 files. Go through each of these, and modify the owner and repo properties to match the repository you want Open SWE to make changes to. (ensure your GitHub PAT has access to this repository).

After updating these values, you should start the web server:

# Inside `apps/web`
yarn dev

And the agent server:

# Inside `apps/open-swe`
yarn dev

You can now open the web app at http://localhost:3000 and send a request.

Sending a request will trigger the agent, which first enters the planning subgraph. This will run for just under a minute, and once it's finished, it'll interrupt the graph with the proposed plan.

To start the agent execution flow, you can:

• accept the plan as is
• edit & submit the plan

Both of these actions will trigger the agent to start the execution flow with the plan.

If you are not happy with the plan, you can also send a response. This will cause the agent to rewrite the plan according to the instructions you provided.

Tip

Responding to the plan interrupt will not trigger the agent to re-enter the planning subgraph, so it will not be able to gather more information than it already has. If you want the agent to start over and gather new context, you must create a new chat and send an updated prompt.

Once you've accepted the plan, it will begin the execution flow. When the agent finishes, a pull request will automatically be opened in the repository.

Note

The chat UI is very buggy at the moment, so I recommend also having the agent server terminal window open so you can inspect the logs as the agent runs.

Accessing Changes

Open SWE will automatically create a branch whenever you create a new thread with a naming format of open-swe/<threadId>. Every time a file is created, modified, or deleted, the changes will be committed to this branch. You can access the changes in the repository by checking out this branch.

Install Daytona CLI

# Mac os
brew install daytonaio/cli/daytona
# Windows
powershell -Command "irm https://get.daytona.io/windows | iex"