@Logan M why am i keep getting this

@Logan M why am i keep getting this error:

Could not load OpenAI embedding model. If you intended to use OpenAI, please check your OPENAI_API_KEY.
Original error:
No API key found for OpenAI.
Please set either the OPENAI_API_KEY environment variable or openai.api_key prior to initialization.
API keys can be found or created at https://platform.openai.com/account/api-keys

i am using google gemini and i hard code the api in it and i put it in the env file as : API_KEY = "api-is-here"
:
my code is:

import os
from llama_index.core import StorageContext, VectorStoreIndex, load_index_from_storage
from llama_index.readers.file import PDFReader
from dotenv import load_dotenv
from llama_index.core import Settings
from llama_index.llms.gemini import Gemini

Settings.llm = Gemini()

load_dotenv()


def get_index(data, index_name):
    index = None
    if not os.path.exists(index_name):
        print("building index", index_name)
        index = VectorStoreIndex.from_documents(data, show_progress=True)
        index.storage_context.persist(persist_dir=index_name)
    else:
        index = load_index_from_storage(
            StorageContext.from_defaults(persist_dir=index_name)
        )

    return index


pdf_path = os.path.join("data", "the-tafsir-of-the-quran.pdf")
canada_pdf = PDFReader().load_data(file=pdf_path)
canada_index = get_index(canada_pdf, "canada")
canada_engine = canada_index.as_query_engine()

12 comments

LLogan M

Because you didn't set up an embed model

LLogan M

so its defaulting to openai

CCOdXG

how can i do that ?

CCOdXG

with gemini :

for the other files i did this:


from llama_index.llms.gemini import Gemini
GOOGLE_API_KEY = "api-here-";
os.environ["GOOGLE_API_KEY"] = GOOGLE_API_KEY
llm = Gemini()

and it work but even if i do that for this code above ^ message i am still geting the same error coding since i waked up 😦

CCOdXG

@Logan M

LLogan M

Plain Text

pip install llama-index-embeddings-gemini

Plain Text

from llama_index.embeddings.gemini import GeminiEmbedding

Settings.embed_model = GeminiEmbedding()

LLogan M

Something like that

CCOdXG

how about the api will it use the .env file api that i provide there such as: API_KEY = "api-here" or i have to hard code it

CCOdXG

@Logan M now i did this:

Settings.llm = Gemini()
GOOGLE_API_KEY = "api-here";
os.environ["GOOGLE_API_KEY"] = GOOGLE_API_KEY
Settings.embed_model = GeminiEmbedding()

new error:
raise exceptions.DefaultCredentialsError(_CLOUD_SDK_MISSING_CREDENTIALS)
google.auth.exceptions.DefaultCredentialsError: Your default credentials were not found. To set up Application Default Credentials, see https://cloud.google.com/docs/authentication/external/set-up-adc for more information.` i went the link it provided and i have qestion should i still use the api that i used for the gemini model api or diffent api since it is Embedding? and also for the api should i put it in the env and llamaindex will fetch it?

LLogan M

Idk how gemini works man, all I know is whats in the docs

LLogan M

Attachment

CCOdXG

nvm i readed the doc and found the issue in my code thanks tho man @Logan M

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@Logan M why am i keep getting this