Text2vec_huggingface is not working

Support
1

Description

im trying to connect weaviate to my hugging face endpoint using hf api key :

def create_weaviate_client(huggingface_key, weaviate_url, weaviate_api_key):
    headers = {"X-HuggingFace-Api-Key": huggingface_key}
    client = weaviate.connect_to_weaviate_cloud(
        cluster_url=weaviate_url,
        auth_credentials=Auth.api_key(weaviate_api_key),
        headers=headers
    )
    return client

# Import schema to Weaviate
def import_schema_to_weaviate(client, schema_data, model):
    schema_name = schema_data["database_name"]+"hi1"

    # Create the schema collection in Weaviate
    client.collections.create(
        name=schema_name,
        vectorizer_config=wvc.config.Configure.Vectorizer.text2vec_huggingface(model=model),
        vector_index_config=Configure.VectorIndex.hnsw(),  # Use the HNSW index
        properties=[
            wvc.config.Property(name="content", data_type=wvc.config.DataType.TEXT),
            wvc.config.Property(name="type", data_type=wvc.config.DataType.TEXT),
            wvc.config.Property(name="entity", data_type=wvc.config.DataType.TEXT),
            wvc.config.Property(name="description", data_type=wvc.config.DataType.TEXT)
        ]
    )
    print(f"Schema {schema_name} created successfully.")

the collelction is created successfully
but when i insert new object : for entry in schema_entries:
schema_collection.data.insert(properties=entry) , i get the following error : Error data insertion: Object was not added! Unexpected status code: 500, with response body: {‘error’: [{‘message’: ‘vectorize target vector : update vector: unmarshal error response body: Not Found’}]}.
Error data insertion: Object was not added! Unexpected status code: 500, with response body: {‘error’: [{‘message’: ‘vectorize target vector : update vector: unmarshal error response body: Not Found’}]}.

2

hi @4oned !!

Welcome to our community :hugs: !!

This error message seems to be an issue from the vectorizer.

What is the value of the variable model?

Here you can find more information on Huggingface available models:

Let me know if this helps!

Thanks!

3

Thank you so much , @DudaNogueira
The model i’m using is : BAAI/bge-base-en-v1.5 , and it worked for me before with the same code ; i guess it’s from hugging face part