Use google embeddings for local setup

General
1 
I am using weaviate running through docker with following docker-compose setupservices:

  weaviate:

    command:

    - --host

    - 0.0.0.0

    - --port

    - '8080'

    - --scheme

    - http

    image: cr.weaviate.io/semitechnologies/weaviate:1.30.0

    ports:

    - 8080:8080

    - 50051:50051

    volumes:

    - weaviate_data:/var/lib/weaviate

    restart: on-failure:0

    environment:

      QUERY_DEFAULTS_LIMIT: 1000

      AUTHENTICATION_ANONYMOUS_ACCESS_ENABLED: 'true'

      PERSISTENCE_DATA_PATH: '/var/lib/weaviate'

      DEFAULT_VECTORIZER_MODULE: 'text2vec-google'

      ENABLE_MODULES: 'text2vec-google'

      CLUSTER_HOSTNAME: 'node1'

      # Google PaLM/Vertex AI configuration

      PALM_APIKEY: 'AIzaSyDP5WGBgFNEYiF-------------'

volumes:

  weaviate_data:

following is code snippet where i am trying to connect to local and creating vector configclient = weaviate.connect_to_local(

    host="127.0.0.1",

    port=8080,

    grpc_port=50051,

    headers={

            "X-Goog-Studio-Api-Key": "AIzaSyDP5WGBgFNEYiF————-"

    }

)  



vector_config=[

        Configure.Vectors.text2vec_google(

            name="content_vector",

            source_properties=["content"],

            # Optional: specify the model

            # model="text-embedding-004",  # or "textembedding-gecko@001" for Vertex AI

            model="gemini-embedding-001",  # or "textembedding-gecko@001" for Vertex AI

            # Optional: specify project ID if using Vertex AI

            project_id="my-project-name"

            )

        ],

i get error as
{‘message’: ‘Failed to send all objects in a batch of 61’, ‘error’: “WeaviateInsertManyAllFailedError(‘Every object failed during insertion. Here is the set of all errors: connection to Google failed with status: 401 error: Request had invalid authentication credentials. Expected OAuth 2 access token, login cookie or other valid authentication credential. See https://developers.google.com/identity/sign-in/web/devconsole-project.’)”}

i tried playaround with code, by commenting project_id and other, but after commenting project_id, i get as it as required parameter, what is the solution on this

2

Hi! It seems that this API key is not working.

This message:

Request had invalid authentication credentials. Expected OAuth 2 access token, login cookie or other valid authentication credential. See https://developers.google.com/identity/sign-in/web/devconsole-project.’

comes from Google when Weaviate tries to vectorize something using that service.

LEt me know if that helps.

Thanks!