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About This Task

If you connect deepset Cloud with a model provider, you no longer need to provide api_key in your pipelines when using a model from this provider. Once a model provider is connected, you could use the models hosted there in your deepset Cloud pipelines.

Currently supported connections for version 1.0 pipelines:

• Hugging Face (only needed for private models hosted there)
• OpenAI
• Snowflake (you can connect to a Snowflake database using SnowflakeExecutor and query your data there)
• Cohere
• AmazonBedrock and SageMaker

Prerequisites

• You must have an active account with the model provider you want to connect.
• Prepare your user access token or credentials as you'll them to connect the model provider to deepset Cloud. For more information, see:
  • User access tokens in Hugging Face.
  • Secret API keys in Open AI
  • Production keys in co:here
  • Model access in Amazon Bedrock
  • Snowflake website

Connect to a Model Provider

1. Click your name in the top right corner and select Connections.
   
2. Click Connect next to a model provider.
3. Enter your user access token and submit it.