https://github.com/arize-ai/openinference

Auto-Instrumentation for AI Observability
https://github.com/arize-ai/openinference

Keywords

llmops telemetry

Keywords from Contributors

control routing distribution virtual transform crop report simulations weighted file-upload

Last synced: 11 months ago
JSON representation

Acceptance Criteria

Revelant topics? true
External users? true
Open source license? true
Active? true
Fork? false

Repository metadata

Auto-Instrumentation for AI Observability

Host: GitHub
URL: https://github.com/arize-ai/openinference
Owner: Arize-ai
License: apache-2.0
Created: 2023-12-26T17:33:58.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-05-22T22:53:38.000Z (12 months ago)
Last Synced: 2024-05-23T04:59:34.333Z (12 months ago)
Topics: llmops, telemetry
Language: Python
Homepage: https://arize-ai.github.io/openinference/
Size: 2.34 MB
Stars: 99
Watchers: 7
Forks: 17
Open Issues: 36
Releases: 0
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY

Owner metadata

Name: Arize AI
Login: Arize-ai
Email: [email protected]
Kind: organization
Description: A machine learning observability platform that provides real-time monitoring and explainability to help you understand how your models are performing.
Website: https://www.arize.com
Location:
Twitter: arizeai
Company:
Icon url: https://avatars.githubusercontent.com/u/59858760?v=4
Repositories: 6
Last ynced at: 2023-03-04T03:49:22.543Z
Profile URL: https://github.com/Arize-ai

GitHub Events

Total

Create event: 70
Release event: 4
Issues event: 27
Watch event: 31
Delete event: 63
Issue comment event: 22
Public event: 1
Push event: 232
Pull request review comment event: 97
Pull request review event: 116
Pull request event: 140

Last Year

Create event: 70
Delete event: 63
Issue comment event: 22
Issues event: 27
Public event: 1
Pull request event: 140
Pull request review comment event: 97
Pull request review event: 116
Push event: 232
Release event: 4
Watch event: 31

Name	Email	Commits
Mikyo King	m**o@a**m	110
github-actions[bot]	4****]	27
Roger Yang	8****g	26
Dustin Ngo	d**o@g**m	3
Xander Song	a**y@g**m	3
Mikyo King	m**g@g**m	1

Issue and Pull Request metadata

Last synced: 11 months ago

Total issues: 249
Total pull requests: 802
Average time to close issues: 7 days
Average time to close pull requests: about 23 hours
Total issue authors: 12
Total pull request authors: 12
Average comments per issue: 0.88
Average comments per pull request: 0.38
Merged pull request: 691
Bot issues: 0
Bot pull requests: 216

Past year issues: 249
Past year pull requests: 802
Past year average time to close issues: 7 days
Past year average time to close pull requests: about 23 hours
Past year issue authors: 12
Past year pull request authors: 12
Past year average comments per issue: 0.88
Past year average comments per pull request: 0.38
Past year merged pull request: 691
Past year bot issues: 0
Past year bot pull requests: 216

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/arize-ai/openinference

Top Issue Authors

mikeldking (151)
axiomofjoy (36)
RogerHYang (36)
Parker-Stafford (14)
gkgourav45 (3)
franperezlopez (2)
trevor-laviale-arize (2)
diicellman (1)
ewianda (1)
krzysztofspalinski (1)
undo76 (1)
yeesian (1)

Top Pull Request Authors

github-actions[bot] (216)
mikeldking (169)
axiomofjoy (139)
RogerHYang (114)
fjcasti1 (100)
Parker-Stafford (29)
anticorrelator (19)
pbadhe (6)
exiao (5)
lyred193 (2)
nathanhammond (2)
krzysztofspalinski (1)

Top Issue Labels

enhancement (88)
language: python (75)
bug (52)
language: js (47)
documentation (35)
examples (32)
triage (30)
help wanted (13)
instrumentation: llama-index (6)
backlog (6)
question (6)
roadmap (4)
blocked (1)
good first issue (1)
wontfix (1)
duplicate (1)

Top Pull Request Labels

lgtm (554)
size:S (285)
autorelease: tagged (137)
size:M (125)
size:XS (109)
size:L (73)
size:XL (42)
autorelease: pending (32)
size:XXL (18)
feature branch (5)
language: js (1)

Package metadata

Total packages: 12
Total downloads:
- pypi: 176,312 last-month
- npm: 14,641 last-month
Total dependent packages: 40 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 131
Total maintainers: 8

pypi.org: clank-so-openinference-instrumentation-dspy

OpenInference DSPy Instrumentation (clank.so fork)

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-dspy
Documentation: https://clank-so-openinference-instrumentation-dspy.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.6 (published about 1 year ago)
Last Synced: 2024-05-30T12:01:46.843Z (11 months ago)
Versions: 3
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 114 Last month
Rankings:
- Dependent packages count: 9.623%
- Average: 36.559%
- Dependent repos count: 63.495%
Maintainers (1)
- neoxelox

pypi.org: openinference-instrumentation

OpenInference instrumentation utilities

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/openinference-instrumentation
Documentation: https://openinference-instrumentation.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.6 (published 12 months ago)
Last Synced: 2024-05-23T05:08:55.747Z (12 months ago)
Versions: 8
Dependent Packages: 7
Dependent Repositories: 0
Downloads: 32,054 Last month
Rankings:
- Dependent packages count: 9.647%
- Average: 36.649%
- Dependent repos count: 63.651%
Maintainers (1)
- arizeai

pypi.org: openinference-instrumentation-mistralai

OpenInference Mistral AI Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-mistralai
Documentation: https://openinference-instrumentation-mistralai.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.0.6 (published 12 months ago)
Last Synced: 2024-05-30T21:01:46.365Z (11 months ago)
Versions: 8
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 280 Last month
Rankings:
- Dependent packages count: 9.665%
- Average: 36.718%
- Dependent repos count: 63.77%
Maintainers (1)
- arizeai

npmjs.org: @arizeai/openinference-instrumentation-langchain

OpenInference Instrumentation for LangChain.js

Homepage: https://github.com/Arize-ai/openinference
Licenses: Apache-2.0
Latest release: 0.0.5 (published about 1 year ago)
Last Synced: 2024-05-25T21:46:26.181Z (12 months ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 465 Last month
Rankings:
- Dependent repos count: 30.631%
- Average: 37.244%
- Dependent packages count: 43.858%
Maintainers (6)

pypi.org: openinference-instrumentation-langchain

OpenInference LangChain Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-langchain
Documentation: https://openinference-instrumentation-langchain.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.15 (published 12 months ago)
Last Synced: 2024-06-05T19:31:46.215Z (11 months ago)
Versions: 20
Dependent Packages: 4
Dependent Repositories: 0
Downloads: 34,166 Last month
Rankings:
- Dependent packages count: 9.956%
- Average: 37.836%
- Dependent repos count: 65.716%
Maintainers (1)
- arizeai

pypi.org: openinference-instrumentation-bedrock

OpenInference Bedrock Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-bedrock
Documentation: https://openinference-instrumentation-bedrock.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.5 (published 12 months ago)
Last Synced: 2024-05-23T05:08:56.503Z (12 months ago)
Versions: 6
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 486 Last month
Rankings:
- Dependent packages count: 9.956%
- Average: 37.836%
- Dependent repos count: 65.716%
Maintainers (1)
- arizeai

pypi.org: openinference-instrumentation-dspy

OpenInference DSPy Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-dspy
Documentation: https://openinference-instrumentation-dspy.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.8 (published 12 months ago)
Last Synced: 2024-05-23T05:08:55.894Z (12 months ago)
Versions: 10
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 1,528 Last month
Rankings:
- Dependent packages count: 9.967%
- Average: 37.88%
- Dependent repos count: 65.792%
Maintainers (1)
- arizeai

pypi.org: openinference-instrumentation-llama-index

OpenInference LlamaIndex Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-llama-index
Documentation: https://openinference-instrumentation-llama-index.readthedocs.io/
Licenses: Apache Software License
Latest release: 1.3.0 (published about 1 year ago)
Last Synced: 2024-06-10T16:00:39.514Z (11 months ago)
Versions: 16
Dependent Packages: 4
Dependent Repositories: 0
Downloads: 32,960 Last month
Rankings:
- Dependent packages count: 9.978%
- Average: 37.92%
- Dependent repos count: 65.862%
Maintainers (1)
- arizeai

pypi.org: openinference-instrumentation-openai

OpenInference OpenAI Instrumentation

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/instrumentation/openinference-instrumentation-openai
Documentation: https://openinference-instrumentation-openai.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.5 (published 12 months ago)
Last Synced: 2024-05-23T05:08:56.344Z (12 months ago)
Versions: 7
Dependent Packages: 5
Dependent Repositories: 0
Downloads: 33,108 Last month
Rankings:
- Dependent packages count: 10.032%
- Average: 38.124%
- Dependent repos count: 66.217%
Maintainers (1)
- arizeai

pypi.org: openinference-semantic-conventions

OpenInference Semantic Conventions

Homepage: https://github.com/Arize-ai/openinference/tree/main/python/openinference-semantic-conventions
Documentation: https://openinference-semantic-conventions.readthedocs.io/
Licenses: Apache Software License
Latest release: 0.1.6 (published about 1 year ago)
Last Synced: 2024-05-23T05:08:55.995Z (12 months ago)
Versions: 8
Dependent Packages: 12
Dependent Repositories: 0
Downloads: 41,616 Last month
Rankings:
- Dependent packages count: 10.072%
- Average: 38.283%
- Dependent repos count: 66.494%
Maintainers (1)
- arizeai

npmjs.org: @arizeai/openinference-instrumentation-openai

OpenInference instrumentation for OpenAI

Homepage: https://github.com/Arize-ai/openinference
Licenses: Apache-2.0
Latest release: 0.2.0 (published 12 months ago)
Last Synced: 2024-05-25T21:46:27.387Z (12 months ago)
Versions: 21
Dependent Packages: 1
Dependent Repositories: 0
Downloads: 5,133 Last month
Rankings:
- Dependent repos count: 34.34%
- Average: 41.653%
- Dependent packages count: 48.967%
Maintainers (6)

npmjs.org: @arizeai/openinference-semantic-conventions

This package provides OpenInference semantic conventions for tracing of LLM Applications.

Homepage: https://github.com/arize-ai/openinference/tree/main/js/packages/openinference-semantic-conventions
Licenses: Apache-2.0
Latest release: 0.4.0 (published about 1 year ago)
Last Synced: 2024-05-25T21:46:27.577Z (12 months ago)
Versions: 18
Dependent Packages: 4
Dependent Repositories: 0
Downloads: 9,043 Last month
Rankings:
- Dependent repos count: 34.663%
- Average: 42.063%
- Dependent packages count: 49.463%
Maintainers (6)

Dependencies

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js/packages/openinference-instrumentation-openai/package.json npm

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js/packages/openinference-semantic-conventions/package.json npm

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python/openinference-semantic-conventions/pyproject.toml pypi

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python/instrumentation/openinference-instrumentation-openai/pyproject.toml pypi

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opentelemetry-semantic-conventions *
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js/examples/llama-index-express/backend/package.json npm

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js/examples/llama-index-express/frontend/package-lock.json npm

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openinference-semantic-conventions *
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python/instrumentation/openinference-instrumentation-bedrock/pyproject.toml pypi

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opentelemetry-api *
opentelemetry-instrumentation *
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python/instrumentation/openinference-instrumentation-dspy/examples/requirements.txt pypi

dspy-ai >=2.1.0
openinference-instrumentation-dspy *
opentelemetry-exporter-otlp *
opentelemetry-sdk *

python/instrumentation/openinference-instrumentation-dspy/pyproject.toml pypi

openinference-semantic-conventions *
opentelemetry-api *
opentelemetry-instrumentation *
opentelemetry-semantic-conventions *
wrapt *

python/instrumentation/openinference-instrumentation-langchain/examples/requirements.txt pypi

langchain_openai *
openinference-instrumentation-langchain *
opentelemetry-exporter-otlp *
opentelemetry-sdk *

python/instrumentation/openinference-instrumentation-langchain/pyproject.toml pypi

openinference-semantic-conventions *
opentelemetry-api *
opentelemetry-instrumentation *
opentelemetry-semantic-conventions *

python/instrumentation/openinference-instrumentation-llama-index/examples/requirements.txt pypi

chromadb *
llama-index >=0.9.14
openinference-instrumentation-llama-index *
openinference-instrumentation-openai *
opentelemetry-exporter-otlp *
opentelemetry-sdk *

python/instrumentation/openinference-instrumentation-llama-index/pyproject.toml pypi

openinference-semantic-conventions *
opentelemetry-api *
opentelemetry-instrumentation *
opentelemetry-semantic-conventions *
wrapt *

python/instrumentation/openinference-instrumentation-openai/examples/requirements.txt pypi

openai >=1.0.0
openinference-instrumentation-openai *
opentelemetry-exporter-otlp *
opentelemetry-instrumentation-httpx *
opentelemetry-sdk *

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