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Issue with opensearch as vector db #3309
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Reference: github-starred/open-webui#3309
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Originally created by @alex780505 on GitHub (Jan 17, 2025).
Bug Report
Important Notes
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Installation Method
Deployment on Azure Container App with docker image
Environment
Confirmation:
Expected Behavior:
When adding files to a collection, it should work and insert data in the chosen vector db
Actual Behavior:
Failed to add files and error in logs
Description
Bug Summary:
Failed with error "ERROR [open_webui.routers.files] 400: 'OpenSearchClient' object has no attribute 'query'"
Reproduction Details
Steps to Reproduce:
Add environment variables :
VECTOR_DB=opensearch
OPENSEARCH_URI=https://my.opensearch.org:443
OPENSEARCH_USERNAME=myuser
OPENSEARCH_PASSWORD=mypassword
Logs and Screenshots
Browser Console Logs:
Error 400 :
{
"detail": "400: 'OpenSearchClient' object has no attribute 'query'"
}
Docker Container Logs:
INFO [open_webui.routers.retrieval] save_docs_to_vector_db: document XXXXXXXX-0c90d78c-8c05-4132-a656-a543c7288581
ERROR [open_webui.routers.retrieval] 'OpenSearchClient' object has no attribute 'query'
Traceback (most recent call last):
File "/app/backend/open_webui/routers/retrieval.py", line 953, in process_file
raise e
File "/app/backend/open_webui/routers/retrieval.py", line 926, in process_file
result = save_docs_to_vector_db(
^^^^^^^^^^^^^^^^^^^^^^^
File "/app/backend/open_webui/routers/retrieval.py", line 686, in save_docs_to_vector_db
result = VECTOR_DB_CLIENT.query(
^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'OpenSearchClient' object has no attribute 'query'
ERROR [open_webui.routers.files] 400: 'OpenSearchClient' object has no attribute 'query'
Traceback (most recent call last):
File "/app/backend/open_webui/routers/retrieval.py", line 953, in process_file
raise e
File "/app/backend/open_webui/routers/retrieval.py", line 926, in process_file
result = save_docs_to_vector_db(
^^^^^^^^^^^^^^^^^^^^^^^
File "/app/backend/open_webui/routers/retrieval.py", line 686, in save_docs_to_vector_db
result = VECTOR_DB_CLIENT.query(
^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'OpenSearchClient' object has no attribute 'query'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/app/backend/open_webui/routers/files.py", line 74, in upload_file
process_file(request, ProcessFileForm(file_id=id))
File "/app/backend/open_webui/routers/retrieval.py", line 962, in process_file
raise HTTPException(
fastapi.exceptions.HTTPException: 400: 'OpenSearchClient' object has no attribute 'query'
ERROR [open_webui.routers.files] Error processing file: 0c90d78c-8c05-4132-a656-a543c7288581
INFO: 158.255.116.146:0 - "POST /api/v1/files/ HTTP/1.1" 200 OK
ERROR [open_webui.routers.retrieval] 'OpenSearchClient' object has no attribute 'query'
Traceback (most recent call last):
File "/app/backend/open_webui/routers/retrieval.py", line 846, in process_file
result = VECTOR_DB_CLIENT.query(
^^^^^^^^^^^^^^^^^^^^^^
AttributeError: 'OpenSearchClient' object has no attribute 'query'
INFO: 158.255.116.146:0 - "POST /api/v1/knowledge/1a1c6ad0-aa9a-497d-aa2b-7c07737fc5bd/file/add HTTP/1.1" 400 Bad Request
Screenshots/Screen Recordings (if applicable):
[Attach any relevant screenshots to help illustrate the issue]
Additional Information
[Include any additional details that may help in understanding and reproducing the issue. This could include specific configurations, error messages, or anything else relevant to the bug.]
Note
If the bug report is incomplete or does not follow the provided instructions, it may not be addressed. Please ensure that you have followed the steps outlined in the README.md and troubleshooting.md documents, and provide all necessary information for us to reproduce and address the issue. Thank you!