langchain_google_genai._common.GoogleGenerativeAIError: Error embedding content: 504 Deadline Exceeded

theripnono commented 1 month ago

Description of the bug:

I have the following error when :

gemini_embeddings = GoogleGenerativeAIEmbeddings(model="models/embedding-001",google_api_key=gapiket) vector = gemini_embeddings.embed_query("hello, world!")

I've read that the API doesn't work depending on the country. Could this be the problem?

**Exception has occurred: GoogleGenerativeAIError

Error embedding content: 504 Deadline Exceeded
grpc._channel._InactiveRpcError: <_InactiveRpcError of RPC that terminated with:
    status = StatusCode.DEADLINE_EXCEEDED
    details = "Deadline Exceeded"
    debug_error_string = "UNKNOWN:Error received from peer  {created_time:"2024-05-31T10:56:34.7789233+00:00", grpc_status:4, grpc_message:"Deadline Exceeded"}"
>

During handling of the above exception, another exception occurred:

google.api_core.exceptions.DeadlineExceeded: 504 Deadline Exceeded

The above exception was the direct cause of the following exception:

  File "C:\Users\drosset\Documents\intellicart\data\preprocess.py", line 28, in <module>
    vector = gemini_embeddings.embed_query("hello, world!")
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
langchain_google_genai._common.GoogleGenerativeAIError: Error embedding content: 504 Deadline Exceeded

Actual vs expected behavior:

No response

Any other information you'd like to share?

No response

AkashThorat7 commented 1 month ago

i also face same error

derak-isaack commented 1 month ago

Same error here: `GoogleGenerativeAIError Traceback (most recent call last) /usr/local/lib/python3.10/dist-packages/langchain_google_genai/embeddings.py in embed_documents(self, texts, task_type, titles, output_dimensionality) 148 ) 149 except Exception as e: --> 150 raise GoogleGenerativeAIError(f"Error embedding content: {e}") from e 151 return [e.values for e in result.embeddings] 152

GoogleGenerativeAIError: Error embedding content: 504 Deadline Exceeded`

bruna-calistrate commented 1 month ago

I was facing the same issue using langchain-google-genai. The solution was using langchain-google-genai==1.0.3 version.

Here's the full requirements I'm using:

google-ai-generativelanguage==0.6.2
google-api-core==2.19.0
google-api-python-client==2.128.0
google-auth==2.29.0
google-auth-httplib2==0.2.0
google-generativeai==0.5.2
googleapis-common-protos==1.63.0
langchain==0.1.17
langchain-community==0.0.37
langchain-core==0.1.52
langchain-google-genai==1.0.3
langchain-pinecone==0.1.0
langchain-text-splitters==0.0.1

derak-isaack commented 1 month ago

Yes, you are correct. Downgrading langchain-google-genai works for me now

theripnono commented 1 month ago

I was facing the same issue using langchain-google-genai. The solution was using langchain-google-genai==1.0.3 version.

Here's the full requirements I'm using:
google-ai-generativelanguage==0.6.2
google-api-core==2.19.0
google-api-python-client==2.128.0
google-auth==2.29.0
google-auth-httplib2==0.2.0
google-generativeai==0.5.2
googleapis-common-protos==1.63.0
langchain==0.1.17
langchain-community==0.0.37
langchain-core==0.1.52
langchain-google-genai==1.0.3
langchain-pinecone==0.1.0
langchain-text-splitters==0.0.1

Thank @bruna-calistrate !! donwgrading it works. Maybe someone could have conflicts between langchain-google-gena and langchain-openai. My requirements.txt had:

google-ai-generativelanguage==0.6.4
google-api-core==2.19.0
google-api-python-client==2.131.0
google-auth==2.29.0
google-auth-httplib2==0.2.0
google-generativeai==0.5.4
googleapis-common-protos==1.63.0
langchain==0.2.1
langchain-core==0.2.3
langchain-google-genai==1.0.3
langchain-openai==0.1.8
langchain-text-splitters==0.2.0

google-gemini / generative-ai-python