Hanzo

Embedding Providers

Introduction

Embedding is a technique used to represent words and documents as vectors. Embedding providers allow you to analyze and process data within your knowledge base system, making it more intelligent and efficient.

Refer to the Core Concepts section of our previous documentation for more information about embedding.

In Hanzo Cloud, you can add an embedding provider by following these steps:

Add a New Embedding Provider

Embedding providers are used to integrate embedding into Hanzo Cloud. You can add them by following these steps:

Click the Providers button on the page.

Hanzo Cloud-home-providers

Add an Embedding Provider

Click the Add button to add an embedding provider.

Hanzo Cloud-providers-add

Fill in Embedding Provider Details

Fill in the embedding provider details and click the Save & Exit button.

Hanzo Cloud-embedding

Tip

Hanzo Cloud supports many embedding providers, including:

  • OpenAI
    • AdaSimilarity
    • DavinciSimilarity
    • AdaEmbedding2
    • ......
  • Hugging Face
    • sentence-transformers/paraphrase-MiniLM-L6-v2
    • ......

Return providers list page:

Hanzo Cloud-embedding-view

Now, you can use the embedding provider to convert text to vectors.

After adding an embedding provider, you can use it to retrieve similar documents in Hanzo Cloud. For more information, please refer to the Core Concepts section of our previous documentation.

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