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Support for Custom AI Models

Dialoqbase supports custom AI models, allowing you to utilize your own AI model to generate responses. This is particularly beneficial if you prefer using a model that Dialoqbase does not support or if you wish to avoid relying on third-party services.

Providers

We support two types of Custom AI model providers:

  1. AI models API compatible with the OpenAI API.
  2. Ollama (recommended).

Prerequisites

  • Ensure a running instance of the AI model API or the Ollama server.

Integration Steps

To integrate a custom AI model with Dialoqbase, follow these steps:

1. Log in as an Administrator

  • Log in to Dialoqbase as an administrator.

2. Navigate to Model Settings

  • Go to Settings.
  • From the side menu, select Models.

3. Add a New Model

  • Click on Add Model.

4. Fill in the Model Details

  • By default, the custom model type is set to OpenAI API-compatible models.

IMPORTANT

If you are using a local AI server from the local machine, make sure to use host.docker.internal instead of localhost in the URL. For example:

For OpenAI API-compatible models:

http://host.docker.internal:8080/v1

For Ollama:

http://host.docker.internal:11434

4.1. Adding an OpenAI API Compatible Model

Add the following details:

  • URL: The URL of the AI model API.

    For example, if you are using the LocalAI server, the URL will be http://localhost:8080/v1. Ensure to include /v1 at the end of the URL.

  • API Key: The API key of the AI model API (optional).

Then click on Fetch Models to retrieve the list of models from the API.

The list of models will be displayed in the Model dropdown. Select the desired model and provide a name. Then click on Save.

4.2. Adding an Ollama Model

Add the following details:

  • URL: The URL of the Ollama server.

    For example, if you are using the LocalAI server, the URL will be http://localhost:11434.

Then click on Fetch Models to retrieve the list of models from the API.

The list of models will be displayed in the Model dropdown. Select the desired model and provide a name. Then click on Save.

Conclusion

That's it! You have successfully integrated a custom AI model with Dialoqbase. Now, you can use it to generate responses or engage in a conversation with a document.

MIT Licensed Open Source Project