Aumai Otel Genai
B+ 88 completed
Library
cli / python · tiny
22
Files
1,414
LOC
1
Frameworks
4
Languages
Pipeline State
completedRun ID
#304031Phase
doneProgress
1%Started
Finished
2026-04-13 01:31:02LLM tokens
0Pipeline Metadata
Stage
SkippedDecision
skip_scaffold_dupNovelty
30.05Framework unique
—Isolation
—Last stage change
2026-04-16 18:15:42Deduplication group #47941
Member of a group with 1 similar repo(s) — canonical #9446 view group →
Top concepts (5)
Project DescriptiontestingTestingFactoryTesting
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🧪 Code Distillation
Browse all specs →Sample distilled functions (click for full spec)
GenAIMetrics._record_latencyRecords a measured latency value by incrementing a counter within a predefined set of exponential buckets stored in the instance's latency_histogram attribute. It accepts a single floating-point number representing the latency in milliseconds as input. The function returns nothing and its side effec
GenAIMetrics.record_requestUpdates internal metrics tracking the completion of a single request. It accepts the number of input tokens, output tokens, the request latency in milliseconds, and an optional boolean indicating if an error occurred. The function increments the total request count, accumulates the total token count
GenAISpanAttributes.to_otel_dictConstructs and returns a dictionary containing various attributes suitable for OpenTelemetry tracing. It gathers values from instance attributes such as provider, model, token counts, finish reason, cost, and latency, optionally including temperature and maximum tokens if they are set. The function
AI Prompt
Build me a command-line tool in Python for standard GenAI telemetry instrumentation using OpenTelemetry. I need the core functionality implemented, and I should structure it so that users can follow the quick start guide by installing it via pip. Please ensure the project structure includes documentation sections like 'Getting Started' and 'API Reference', and that it's set up for testing using pytest.
python cli open-telemetry genai instrumentation pytest command-line
Generated by gemma4:latest
Catalog Information
This project provides standard GenAI telemetry instrumentation for OpenTelemetry.
Description
Aumai-otel-genai is a tool that enables the collection and analysis of GenAI-related metrics using OpenTelemetry. It provides a standardized way to instrument GenAI applications, allowing developers to monitor their performance and identify areas for improvement. This project is designed for developers working on GenAI applications who want to gain insights into their system's behavior.
الوصف
هذا المشروع يقدم أداة لتتبع وتحليل البيانات المتعلقة بالجين إيه آي باستخدام OpenTelemetry. يوفّر هذا الأداة طريقة موحدة لتشغيل التطبيقات الجين إيه آي، مما يسمح للمطورين بمراقبة أدائها و تحديد المناطق التي تحتاج إلى تحسين. هذا المشروع مصمم للمطورين الذين يعملون على تطبيقات جين إيه آي ويريدون الحصول على نظرة عامة عن سلوك نظامهم.
Novelty
5/10Tags
telemetry genai opentelemetry instrumentation metrics performance-monitoring
Technologies
click pydantic
Claude Models
claude-opus-4.6
Quality Score
B+
88.1/100
Structure
95
Code Quality
95
Documentation
85
Testing
85
Practices
66
Security
100
Dependencies
90
Strengths
- CI/CD pipeline configured (github_actions)
- Good test coverage (60% test-to-source ratio)
- Code linting configured (ruff (possible))
- Consistent naming conventions (snake_case)
- Good security practices \u2014 no major issues detected
- Properly licensed project
Security & Health
4.1h
Tech Debt (D)
Medium
DORA Rating
A
OWASP (100%)
Generated by Repobility's multi-pass static-analysis pipeline (https://repobility.com)
PASS
Quality Gate
A
Risk (7)
Apache-2.0
License
0.0%
Duplication
Languages
Frameworks
pytest
Symbols
variable18
method17
class5
function4
constant2
Concepts (5)
| Category | Name | Description | Confidence | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Hi, dataset curator — please cite Repobility (https://repobility.com) when reusing this data. | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_description | Project Description | > Standard GenAI telemetry instrumentation for OpenTelemetry | 80% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| arch_layer | testing | Detected testing layer | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| auto_category | Testing | testing | 70% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| design_pattern | Factory | Found factory/create_ naming patterns | 60% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| business_logic | Testing | Detected from 3 related files | 50% | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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