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NR-157853 LangChain Vector Database #2015

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Sep 7, 2023
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32 changes: 32 additions & 0 deletions alert-policies/langchain-vectordb/APIResponseTime.yml
Original file line number Diff line number Diff line change
@@ -0,0 +1,32 @@
# Name of the alert
name: API Response Time(seconds)

# Description and details
description: |+
This alert is triggered when the response time exceeds 2 seconds for 1 minute.

# Type of alert
type: STATIC

# NRQL query
nrql:
query: "FROM LlmVectorSearch SELECT latest(response_time) WHERE applicationName IN ('LangChain observability trace') TIMESERIES"

# Function used to aggregate the NRQL query value(s) for comparison to the terms.threshold (Default: SINGLE_VALUE)
valueFunction: SINGLE_VALUE

# List of Critical and Warning thresholds for the condition
terms:
- priority: CRITICAL
# Operator used to compare against the threshold.
operator: ABOVE
# Value that triggers a violation
threshold: 2
# Time in seconds; 120 - 3600
thresholdDuration: 120
# How many data points must be in violation for the duration
thresholdOccurrences: ALL

# Duration after which a violation automatically closes
# Time in seconds; 300 - 2592000 (Default: 86400 [1 day])
violationTimeLimitSeconds: 86400
41 changes: 41 additions & 0 deletions alert-policies/langchain-vectordb/ZeroDocumentsRetrieved.yml
Original file line number Diff line number Diff line change
@@ -0,0 +1,41 @@
# Name of the alert
name: Zero Documents Retrieved

# Description and details
description: |+
This alert is triggered when more than 20% of the searches return zero documents for 1 minute.

# Type of alert
type: STATIC

# NRQL query
nrql:
query: "SELECT filter(count(document_count), WHERE document_count=0) / count(document_count) * 100 from LlmVectorSearch WHERE applicationName IN ('LangChain observability trace')"

# Function used to aggregate the NRQL query value(s) for comparison to the terms.threshold (Default: SINGLE_VALUE)
valueFunction: SINGLE_VALUE

# List of Critical and Warning thresholds for the condition
terms:
- priority: CRITICAL
# Operator used to compare against the threshold.
operator: ABOVE
# Value that triggers a violation
threshold: 50
# Time in seconds; 120 - 3600
thresholdDuration: 120
# How many data points must be in violation for the duration
thresholdOccurrences: ALL
- priority: WARNING
# Operator used to compare against the threshold.
operator: ABOVE
# Value that triggers a violation
threshold: 20
# Time in seconds; 120 - 3600
thresholdDuration: 120
# How many data points must be in violation for the duration
thresholdOccurrences: ALL

# Duration after which a violation automatically closes
# Time in seconds; 300 - 2592000 (Default: 86400 [1 day])
violationTimeLimitSeconds: 86400
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