Example

from mars_text_embedding_sdk_python import EmbeddingSDK, KeyValue, Object

## Create the caller object to end point
sdk = EmbeddingSDK("http://127.0.0.1:4000/graphql")

## Create objects consisting of KeyValues
objects = [
    Object(
        key_values=[
            KeyValue(key="hello", value="world"),
            KeyValue(key="hello", value="world"),
            KeyValue(key="you", value="are"),
        ],
    ),
    Object(
        key_values=[
            KeyValue(key="you", value="are"),
            KeyValue(key="cool", value="beans"),
            KeyValue(key="cool", value="beans"),
        ]
    )
]

# Make the call and extract data 
# If something goes wrong here, check the .error property instead. .data will be None.
emb_comp = sdk(objects, dims=300).data

# Now, use to_arrays aggregation function to, for instance, aggregate embeddings to their mean
arrs = emb_comp.to_arrays(lambda x: x.mean(axis=0))

Release files for mars-text-embedding-sdk-python 0.2.6

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for mars-text-embedding-sdk-python 0.2.6
File	Size	Uploaded
mars_text_embedding_sdk_python-0.2.6.tar.gz	3.9 kB	Dec 5, 2023	Details

Built distribution (wheel)

Table of built distributions (wheels) for mars-text-embedding-sdk-python 0.2.6
File	Interpreter	ABI	Platform	Reset
mars_text_embedding_sdk_python-0.2.6-py3-none-any.whl 4.4 kB Dec 5, 2023	Python 3	none	any	Details

Total release size: 8.2 kB

Release files / mars_text_embedding_sdk_python-0.2.6.tar.gz

Download URL	mars_text_embedding_sdk_python-0.2.6.tar.gz
Size	3.9 kB
Tags	Source
SHA-256 checksum How to use checksums	`3045d80fc48c02ca5376cce537d33aafbd9853f11fbe16aa80ec5c197a8080ad`
BLAKE2b-256 checksum How to use checksums	`3589dd30274331c40d49cdadc24fdf1d8705a033f3d8008abdb91b93c6b39fd0`
Upload date	Dec 5, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.6.1 CPython/3.9.18 Darwin/23.0.0`

Release files / mars_text_embedding_sdk_python-0.2.6-py3-none-any.whl

Download URL	mars_text_embedding_sdk_python-0.2.6-py3-none-any.whl
Size	4.4 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`8ac571f563ae815f6802963d46ea92a88f29fbfabde1c8c30ba9aa402078e66f`
BLAKE2b-256 checksum How to use checksums	`e87fe44ae00dd0edca720b7b4e174961965adcfa684ab1c9f5cae4e7f90e066b`
Upload date	Dec 5, 2023
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`poetry/1.6.1 CPython/3.9.18 Darwin/23.0.0`