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To generate the public/private key pair, enter this in the Command Prompt: ssh-keygen At the first prompt, “Enter file in which to save the key,” press Enter to save it in the default location. Instructions for creating SSH key pair in windows. On Windows, it is easy to use the free PuTTY SSH client and its related tools (see links below). PuTTYgen allows you to generate an SSH key pair. You can save the private key on your machine and provide the server you want to access with a copy of the public key.

The most successful product teams using Rasa apply software engineering best practices todeveloping their assistants, including:

Add the Public SSH Key to Your Git Server ¶ You have to add the public key of the generated key pair to your Git server. Please make sure to only give the key access to one specific repository instead of giving it global access to all of your Git repositories. For instructions specific to your Git platform, see below. Ssh-keygen -t rsa -b 4096 -C 'your github's email' # Creates a new ssh key # Generating public/private rsa key pair. This will generate a key for you.You have to copy that and insert into your Github's account (just one time). Steps how to do It.

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  • Versioning training data and action code in Git
  • Reviewing changes before they go into production
  • Running automated tests on proposed changes

Rasa X encourages best practices by integrating itself into your existingdevelopment workflows, letting you:

  • Automate data synchronization with your Git repository
  • Automatically stay up to date with the latest state of the remote repository onyour Git server
  • Annotate new data and push those changes to Git

Set yourself up for success by connecting your Rasa X server with Git to monitor,version, and test your training data using GitHub, GitLab, Bitbucket, Travis CI,CircleCI, Jenkins, etc.

  • Connect your Rasa X Server to a Git Repository

In order to connect Rasa X with your assistant’s Git repository, you will need three things:

  • A Rasa X instance running in server mode (local mode does not support Integrated Version Control)
  • A Git repository containing a project in the default Rasa Open Source projectlayout

Note

When you connect your remote Git repository to Rasa X it will overwrite the training data,which is currently stored in Rasa X. Please use a fresh Rasa X instance or exportyour training data if you want to keep the old training data.

For Rasa X to correctly visualize and modify your AI assistant’s data, your projectneeds to follow the default Rasa Open Source project layout created byrasa init:

If you have just installed Rasa Open Source for the first time, you can runrasainit in a new Git repository to achieve this structure. If you have anexisting assistant that you’reconnecting to Rasa X, make sure to add it to a Git repository andreorganize the project if it does not match the above layout.

  1. To connect your Git repository click on the branch icon and clickConnect to a repository.
  1. Configure the repository connection:
    • SSH URL: Rasa X will clone the repository using the given SSH URL. Cloning viaHTTP is currently not supported.
    • target branch: The target branch is the branch that Rasa X will
      • use to show the initial data
      • branch off from when you make new changes
      • return to after you discard or push changes
    • By default users can choose if they want to push their changes directly to thetarget branch or to a new branch. If want to disable pushing changes directly tothe target branch, select Require users to add changes to a new branch.

  1. Add the provided public SSH key to your Git server. This allows Rasa X toauthenticate with the Git server using its private SSH key. Please see thedocumentation of your Git server how to do so. We have linked the instructionsfor some common providers inAdd the Public SSH Key to Your Git Server

    Note

    If you prefer to provide your own keys, please seeConnecting a Repository via the API.

  2. Once you added the public SSH key to your Git server, hit the Verify Connectionbutton. Rasa X will now show that it is connected to your repository.

  3. What to do next: Check out Using Integrated Version Control to understandhow to use Integrated Version Control as part of your process for improving your assistant.

You have to add the public key of the generated key pair to your Git server. Pleasemake sure to only give the key access to one specific repository instead of giving itglobal access to all of your Git repositories. For instructions specific to your Gitplatform, see below.

GitHub¶

Add the generated public SSH key as a Deploykey to your GitHub repository.See theGitHub docsfor more information on how to do so.

GitLab¶

Add the generated public SSH key as a Deploykey to your GitLab repository.See the GitLab docsfor more information on how to do so.

Generate Ssh Key Pair Gitmo

Bitbucket¶

Add the generated public SSH key as an Accesskey to your Bitbucket repository.See theBitbucket docsfor more information on how to do so.

If you want to use self-generated SSH keys or prefer to use the Rasa X API, you canalso the Rasa X HTTP API to connect Rasa X to your Git repository.

  1. To authenticate your Rasa X server with the remote repository, you needto set up an SSH key that Rasa X can use for authentication.Please create a new, single-use SSH key for this (see instructions below).Also, make sure to restrict the SSH keys to only apply to your assistant’s repository.

    To generate a new SSH key pair follow these steps:

    1. Open the Terminal
    2. Execute the following command (make sure to not overwrite your own SSH keys):

    This provides you a private (git-deploy-key) and apublic (git-deploy-key.pub) key in your current directory.

    Note

    Please note that Rasa X currently does not support password protected privatekeys.

  2. Save your repository information and private key to a file repository.json, in the format shownbelow. If your Rasa X server does not use HTTPS, we highly recommend doing this directlyon your server to avoid compromising the key. As the contents of this file willuploaded via a curl request, the directory where it is stored does not matter, butit is recommended to store the file somewhere secure.

    Note

    The target branch is the branch that Rasa X will

    • use to show the initial data
    • branch off from when you make new changes
    • return to after you discard or push changes

    If you want to disable adding changes directly to the target branch, pleasespecify is_target_branch_protected':true/false in the repository.jsonfile.

    For example, your repository.json might look like:

    Warning

    When connecting the Rasa X instance to a git repository, any training data or configuration filesstored in Rasa X will be overwritten by those in the Git repository. If you were using Rasa X tomanage your assistant before setting up Integrated Version Control, be sure to download the data beforecontinuing, so that the data is not lost. You can push the downloaded data from your machine to your Gitrepo before or after connecting it to Rasa X.

  3. To authenticate with the Rasa X server you can use one of two methods:

    • API token authentication: Get your API token by going to the model screen inRasa X and copying the api_token token from the UploadModel command.Similar to the upload command, you add it with the api_token query parametershown in the curl command below.
    • JWT token authentication: Use your JWT access token. You can get it from theauthentication endpoint and pass itwithin the Authorization header.

    Once you have prepared your chosen form of authentication, create the repository by executing the followingHTTP request from the directory that contains your repository.json:

    Note

    If your Rasa X server runs on HTTPS, make sure to use https:// in the --url parameter.

Git Add Ssh Key

Once you’re set up with Git and your assistant is automatically imported, you can Enable Workflows tobegin learning from real users. For more information about how data synchronization works, seeUsing Integrated Version Control.