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OpenSearchClient doesn't have a query method implemented #3570
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Reference: github-starred/open-webui#3570
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Originally created by @vinsdragonis on GitHub (Feb 4, 2025).
Bug Report
Important Notes
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Installation Method
Docker pull, docker run
Environment
Open WebUI Version: 0.5.4
Ollama (if applicable): 0.4.5
Operating System: Windows 10
Browser (if applicable): Chrome 100.0
Confirmation:
Expected Behavior:
When adding files to a collection (index, in this case), vector embeddings should be generated, and data needs to be inserted in the chosen vector db.
Actual Behavior:
OpenSearch is chosen in this particular case. When uploading files, an error occurs stating that the 'OpenSeachClient' object has no attribute 'query'.
Description
Bug Summary:
This bug prevents the user from uploading vectors to OpenSearch.
Reproduction Details
Steps to Reproduce:
VECTOR_DB,OPENSEARCH_URI,OPENSEARCH_USERNAME, andOPENSEARCH_PASSWORDdatafolder in Open-WebUI's/backend/data/folderLogs 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
Based on a brief analysis, this is primarily caused by the
query()method not being implemented inbackend/open_webui/retrieval/vector/dbs/opensearch.py.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!