This section details on the original issue you should resolve
<issue_title>Fix "failed to get embeddings for error group tag" error when error_object_id is 0</issue_title>
<issue_description>## Problem
The backend is logging repeated errors with the message "failed to get embeddings for error group tag" with attributes showing"error": "INVALID" and"error_object_id": "0".
From the logs and traces, this error occurs during theresolver.GetTopErrorGroupMatchByEmbedding span, which is called from within thetagErrorGroup function.
Root Cause
The issue is in/backend/public-graph/graph/resolver.go in thetagErrorGroup function (lines 401-413):
func (r*Resolver)tagErrorGroup(ctx context.Context,errorObj*model.ErrorObject)*int {eMatchCtx,cancel:=context.WithTimeout(ctx,embeddings.InferenceTimeout)defercancel()query:=embeddings.GetErrorObjectQuery(errorObj)tags,err:=embeddings.MatchErrorTag(eMatchCtx,r.DB,r.EmbeddingsClient,query)iferr==nil&&len(tags)>0 {return&tags[0].ID }else {log.WithContext(ctx).WithError(err).WithField("error_object_id",errorObj.ID).Error("failed to get embeddings for error group tag") }returnnil}This function is called fromGetOrCreateErrorGroup at two locations:
- Line 456: When creating a new error group (before the error object is saved)
- Line 488: When updating an existing error group (also before the error object is saved)
The problem is thaterrorObj.ID is0 because the error object hasn't been persisted to the database yet whentagErrorGroup is called. The embeddings service expects a valid error object ID and returns "INVALID" when it receives 0.
Proposed Solution
There are two potential approaches:
Option 1: Skip tagging when error object ID is 0
Add a guard clause at the beginning oftagErrorGroup:
func (r*Resolver)tagErrorGroup(ctx context.Context,errorObj*model.ErrorObject)*int {iferrorObj.ID==0 {returnnil }eMatchCtx,cancel:=context.WithTimeout(ctx,embeddings.InferenceTimeout)defercancel()// ... rest of function}Option 2: Use error object content instead of ID
Modify the embeddings code to not require a saved error object ID, using the error content directly for matching.
Recommendation
Option 1 is simpler and safer. The error tagging can be deferred until the error object has been persisted to the database, or it could be handled in a separate process after error objects are created.
Impact
- Reduces log noise from repeated "INVALID" errors
- Prevents unnecessary embeddings API calls with invalid data
- Should not affect functionality since the function already handles the case where tagging fails by returning
nil
Traces
The error pattern shows:
- Multiple occurrences per minute (34+ instances in logs)
- Always with
error_object_id: "0" anderror: "INVALID" - Traces show the error occurs in span
resolver.GetTopErrorGroupMatchByEmbedding - The
openai.GetEmbeddings span showsnum_errors: "1" indicating the embeddings call is actually being made but failing</issue_description>
Comments on the Issue (you are@copilot in this section)
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Problem
The backend was logging repeated errors with the message "failed to get embeddings for error group tag" with attributes showing
"error": "INVALID"and"error_object_id": "0". These errors were occurring 34+ times per minute, creating significant log noise.Root Cause
The
tagErrorGroupfunction in/backend/public-graph/graph/resolver.gowas being called before error objects were persisted to the database. This happened at two locations withinGetOrCreateErrorGroup:At both call sites, the error object hasn't been saved yet, so
errorObj.IDis 0. The embeddings service expects a valid error object ID and returns "INVALID" when it receives 0.Solution
Added a guard clause at the beginning of
tagErrorGroupto skip processing when the error object ID is 0:This is a minimal, surgical fix that:
nil)Testing
Added two test cases to verify the fix:
TestTagErrorGroup_WithZeroID: Confirms the function returns nil when ID is 0TestTagErrorGroup_WithValidID: Confirms normal processing continues with valid IDsBoth tests follow existing patterns in the codebase and compile successfully.
Impact
This fix addresses the issue raised in the logs without requiring any changes to the error grouping flow or embeddings infrastructure. Error objects will still be tagged appropriately once they have valid IDs, but we no longer attempt to tag them prematurely.
Original prompt
Fixes#10285
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