Using Anaconda Desktop With Kilo Code

Kilo Code can discover the text-generation model served by Anaconda Desktop and connect to its local OpenAI-compatible endpoint. Kilo imports the server connection for you, so you do not need to copy an API key or configure a base URL manually.

Official documentation: Anaconda Desktop

Supported Platforms

Anaconda Desktop and Kilo must run on the same supported computer.

Operating systemSupported installation
WindowsWindows 11, x86-64
macOSmacOS 13 or later, Apple Silicon
LinuxDebian or Ubuntu, x86-64 or ARM64

Remote backends, remote-only model endpoints, and non-interactive or headless setup are not supported. Complete setup in the Kilo TUI or VS Code on the computer running Anaconda Desktop.

Set Up Anaconda Desktop

  1. Download and install Anaconda Desktop from the official product page. See Anaconda's installation guide for platform-specific steps.
  2. Open Anaconda Desktop and sign in with your Anaconda account or your organization's assigned credentials.
  3. Select Model Catalog and filter for a Text Generation model. Prefer a model tagged Tool Calling for full Kilo agent functionality.
  4. Select a quantization that fits your computer, then click Download. Anaconda's model catalog guide explains model types, hardware requirements, and quantization choices.
  5. Select Model Servers, choose the downloaded model and file, and start its server. Enable tool calling when the selected model and server configuration support it.
📝Note

Kilo only discovers Desktop state and connects to an existing server. Downloading or deleting models and creating, switching, starting, stopping, or deleting servers must be done in Anaconda Desktop. See Anaconda's model server guide.

Connect Kilo Code

  1. Run /connect in the Kilo TUI.
  2. Select Anaconda Desktop.
  3. Follow the setup dialog. Kilo can open Anaconda Desktop; after making changes there, return and choose Check again.
  4. When the model server is ready, choose Connect to import its connection and make the served model available in the model picker.

To refresh an existing connection, run /connect, select Anaconda Desktop, and choose connect / refresh now after changing the model, server address or port, or server API key in Desktop. Kilo re-discovers the active server and replaces its stored model and connection information.

Tool Calling

When Desktop reports that the model server supports tool calling, Kilo allows you to connect without an additional warning. Tool calling lets the model use Kilo's tools to inspect files, edit code, and run commands.

⚠️Warning

If tool support is unavailable or cannot be detected, Kilo shows a warning and requires confirmation before connecting. You can still use the model for text generation, but normal coding-agent actions are limited and may fail. For the best experience, choose a Text Generation model tagged Tool Calling and enable the server's tool-call support when available.

How Keys Are Handled

Anaconda Desktop uses two separate credentials:

  • Desktop management key - Allows local discovery of Desktop models and servers. Kilo reads it from Desktop's configuration only when needed and never copies it into Kilo storage.
  • Inference server key - Authenticates chat-completion requests to the running model server. Kilo imports this key into its normal provider authentication storage together with the local endpoint and model details.

Kilo never asks you to paste either key. If the inference server key or endpoint changes, use Refresh to import the current values.

Disconnect

In VS Code, open Settings > Providers and select Disconnect for Anaconda Desktop. In a terminal, run kilo auth logout and select Anaconda Desktop. Disconnecting removes only Kilo's stored provider authentication and connection metadata. It does not stop Anaconda Desktop, stop the model server, or delete the downloaded model.

Use Anaconda Desktop itself to stop or change the server.

Troubleshooting

  • Desktop is not detected: Install it from the official product page, or use Open Anaconda Desktop if it is installed but not running.
  • Sign-in is required: Open Desktop, complete sign-in, and leave the Kilo setup dialog open so it can detect the change.
  • No model is available: Download a model whose type is Text Generation, not an embedding-only model.
  • No server is available: Start the downloaded model from Model Servers in Desktop.
  • The server changed: Use Refresh in Kilo to replace the stored model, endpoint, and inference key.
  • The server is unhealthy: Check the server status and logs in Desktop, then restart it there before refreshing Kilo.