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Nomic

Nomic builds products that make AI systems and their data more accessible and explainable.

Deploying your model​

Nomic offers the capability to deploy various embedding models under its umbrella, to facilitate easy and scalable embedding options.

Embedding Model​

Refer to their documentation to understand the latest offerings.

Usage with MAAP​

To use Nomic embedding with MAAP framework, you would need to feed below values.

  • Config File :​

    Provided below are the values required to be added in config.yaml file in embedding section. You can select the version 1 or 1.5 for Nomic.

    embedding:
        class_name: Nomic-v1.5 or Nomic-v1

  • Environment Variable :​

    Below value(s) are to be added in .env file, present at builder/partnerproduct/.

    FIREWORKS_API_KEY = <check_references_below>

Deploying your model using the LlamaIndex framework​

MAAP now provides the option to choose if you want to use LlamaIndex as your main framework to deploy your embeddings.

This can be done by adding the 'framework' configuration to the config.yaml file

  • Config File​

    embedding:
      class_name: Nomic-v1.5 or Nomic-v1
      framework: 'LlamaIndex'

References​

Provided below are the instructions on how to procure the right values for building your MAAP framework.

  • API Key​

    Nomic works using Fireworks underneath, thus Fireworks API key needs to be updated here. You will need to sign up and retrieve a Fireworks API Key.