Python SDK for Data Intelligence solution

Documentation

https://hpe-storage.github.io/pydi-client/

Installation

To install the pydi-client package, follow these steps:

1. Ensure you have Python 3.11.2 installed on your system.

2. Clone the repository or navigate to the directory containing the pyproject.toml file.

3. Install the package using pip:

   pip install pydi-client

4. Verify the installation by running:

   pip list | grep pydi-client

For detailed steps refer to the documentation

Usage

The pydi-client package provides a DIClient class that allows you to interact with the Data Intelligence SDK. Below are the steps to use its methods. For admin operation use DIAdminClient class:

Importing the DIClient

Start by importing the DIClient class:

from pydi_client.di_client import DIClient

Initializing the Client

Create an instance of the DIClient:

client = DIClient(uri="https://your-api-endpoint.com")

Using DIClient Methods

Here are some common methods you can use:

Example: Get collection

response = client.get_collection(name="<collection name>")
print(response)

Example: get collections

response = client.get_all_collections()
print(response)

Example: similarity search on collection

result = client.similarity_search(query="Which Hercule Poirot book is the best",
                                collection_name="agatha_christie_books",
                                top_k=50,
                                access_key="acesskey***",
                                secret_key="secretkey***",
                                search_parameters={"metric": "cosine", "ef_search": "100"})
print(result)

Community

Please file any issues, questions or feature requests you may have here (do not use this facility for support inquiries of your HPE storage product)

Contributing

We value all feedback and contributions. If you find any issues or want to contribute, please feel free to open an issue or file a PR. More details in CONTRIBUTING.md

License

This is open source software licensed using the Apache 2.0. Please see LICENSE for details.