Adding Embedding Models
Add an OpenAI Embedding Model
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1. Click the "Connections" dropdown
Navigate to "Connections" tab.
2. Click "Embeddings"
Select the "Embeddings" option from the menu.
3. Click "New Model"
Click on "New Model" to create a new embedding model.
4. Enter a name to identify your embedding model
Provide a unique name to identify your embedding model.
5. Select "OpenAI" from the list of Embedding Models
Select "OpenAI" from the list of Embedding Models
6. Select your specific model embedding model
Select your specific model embedding model
7. Enter your OpenAI API Key
Enter your OpenAI API Key
8. Click "Test Connection"
Test the connection by clicking on "Test Connection."
9. Click "Save"
If your connection test is successful, you should be able to save the connection
Add a Cohere Embedding Model
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1. Click the "Connections" dropdown
Access your data connections.
2. Click "Embeddings"
Navigate to the embeddings section.
3. Click "New Model"
Create a new model for embeddings.
4. Enter a name to identify your embedding model
Name your embedding model.
5. Select "Cohere" from the list of Embedding Models
Choose the desired model source.
6. Select your specific Cohere model from the list
Select the embedding type.
7. Enter your API Key
Provide your API key.
8. Click "Test Connection"
Verify the connection.
9. Click "Save"
If your connection test is successful, you should see a button to save your connection
Add a Google Gemini Embedding Model
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1. Retrieve your Google Gemini API Key
Navigate to the Google AI for Developers page within your Google Cloud console (https://ai.google.dev/gemini-api/docs/api-key). Note you need to have an active billing account
2. You will be redirected to the Google AI Studio page where you can create your API Key
You will be asked to select your project before creating the key
3. Click the "Connections" dropdown
Navigate to the "Connections" tab in the application.
4. Click "Embeddings"
Proceed to the "Embeddings" section within the platform.
5. Click "New Model"
Select the option to create a new model for Google Gemini embedding.
6. Enter a name to identify your embedding model
Provide a unique identifier for your new embedding model.
7. Select "Google Gemini" from the list of Embedding Models
Choose the desired model source.
8. Select your specific Gemini model from the list
Select the embedding type.
9. Enter your API Key
Provide your API Key.
10. Click "Test Connection"
Verify the connection by clicking on "Test Connection".
11. Click "Save"
If your connection test is successful, you should see a button to save your connection
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