René's URL Explorer Experiment

Title: GitHub - mmacy/openai-python: Fork for the UNOFFICIAL docs for the OpenAI Python library: · GitHub

Open Graph Title: GitHub - mmacy/openai-python: Fork for the UNOFFICIAL docs for the OpenAI Python library:

X Title: GitHub - mmacy/openai-python: Fork for the UNOFFICIAL docs for the OpenAI Python library:

Description: Fork for the UNOFFICIAL docs for the OpenAI Python library: - mmacy/openai-python

Open Graph Description: Fork for the UNOFFICIAL docs for the OpenAI Python library: - mmacy/openai-python

X Description: Fork for the UNOFFICIAL docs for the OpenAI Python library: - mmacy/openai-python

Opengraph URL: https://github.com/mmacy/openai-python

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:3c73367e-d535-26b4-1189-d6f8fb67b0b3
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	89BA:34BFFD:35C7FA7:4A172EB:6A4F2FC9
html-safe-nonce	c67ea4186500283fda879a0cadba104b5a22ba11990c3d5ee36ada11baa7d15e
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4OUJBOjM0QkZGRDozNUM3RkE3OjRBMTcyRUI6NkE0RjJGQzkiLCJ2aXNpdG9yX2lkIjoiNDA0ODc3NDQ5Mzg2MjA0NzY4OSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	ecde7ee633b5cd6e6ce62d3185fa7bd6bc427241f39ba46a8b01912805a36086
hovercard-subject-tag	repository:742253825
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/mmacy/openai-python
twitter:image	https://opengraph.githubassets.com/1f90642edfc91220a6e6ad0d14733e290e603f552e923b7af0d205cbc11b6794/mmacy/openai-python
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/1f90642edfc91220a6e6ad0d14733e290e603f552e923b7af0d205cbc11b6794/mmacy/openai-python
og:image:alt	Fork for the UNOFFICIAL docs for the OpenAI Python library: - mmacy/openai-python
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	b92d11c0aa4a77d54ef4af1078b6a15fb5a70a215b30c4ecf28889d5a8e656d9
turbo-cache-control	no-cache
go-import	github.com/mmacy/openai-python git https://github.com/mmacy/openai-python.git
octolytics-dimension-user_id	13394541
octolytics-dimension-user_login	mmacy
octolytics-dimension-repository_id	742253825
octolytics-dimension-repository_nwo	mmacy/openai-python
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	307213173
octolytics-dimension-repository_parent_nwo	openai/openai-python
octolytics-dimension-repository_network_root_id	307213173
octolytics-dimension-repository_network_root_nwo	openai/openai-python
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	2b8f23afb982271f1b22258a94aede67a6b77760
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/mmacy/openai-python#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmmacy%2Fopenai-python
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmmacy%2Fopenai-python
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=mmacy%2Fopenai-python
Reload	https://github.com/mmacy/openai-python
Reload	https://github.com/mmacy/openai-python
Reload	https://github.com/mmacy/openai-python
mmacy	https://github.com/mmacy
openai-python	https://github.com/mmacy/openai-python
openai/openai-python	https://github.com/openai/openai-python
Notifications	https://github.com/login?return_to=%2Fmmacy%2Fopenai-python
Fork 0	https://github.com/login?return_to=%2Fmmacy%2Fopenai-python
Star 0	https://github.com/login?return_to=%2Fmmacy%2Fopenai-python
Code	https://github.com/mmacy/openai-python
Issues 0	https://github.com/mmacy/openai-python/issues
Pull requests 0	https://github.com/mmacy/openai-python/pulls
Actions	https://github.com/mmacy/openai-python/actions
Security and quality 0	https://github.com/mmacy/openai-python/security
Insights	https://github.com/mmacy/openai-python/pulse
Code	https://github.com/mmacy/openai-python
Issues	https://github.com/mmacy/openai-python/issues
Pull requests	https://github.com/mmacy/openai-python/pulls
Actions	https://github.com/mmacy/openai-python/actions
Security and quality	https://github.com/mmacy/openai-python/security
Insights	https://github.com/mmacy/openai-python/pulse
	https://github.com/mmacy/openai-python
Branches	https://github.com/mmacy/openai-python/branches
Tags	https://github.com/mmacy/openai-python/tags
	https://github.com/mmacy/openai-python/branches
	https://github.com/mmacy/openai-python/tags
747 Commits	https://github.com/mmacy/openai-python/commits/main/
	https://github.com/mmacy/openai-python/commits/main/
.devcontainer	https://github.com/mmacy/openai-python/tree/main/.devcontainer
.devcontainer	https://github.com/mmacy/openai-python/tree/main/.devcontainer
.github	https://github.com/mmacy/openai-python/tree/main/.github
.github	https://github.com/mmacy/openai-python/tree/main/.github
.inline-snapshot/external	https://github.com/mmacy/openai-python/tree/main/.inline-snapshot/external
.inline-snapshot/external	https://github.com/mmacy/openai-python/tree/main/.inline-snapshot/external
bin	https://github.com/mmacy/openai-python/tree/main/bin
bin	https://github.com/mmacy/openai-python/tree/main/bin
examples	https://github.com/mmacy/openai-python/tree/main/examples
examples	https://github.com/mmacy/openai-python/tree/main/examples
scripts	https://github.com/mmacy/openai-python/tree/main/scripts
scripts	https://github.com/mmacy/openai-python/tree/main/scripts
src/openai	https://github.com/mmacy/openai-python/tree/main/src/openai
src/openai	https://github.com/mmacy/openai-python/tree/main/src/openai
tests	https://github.com/mmacy/openai-python/tree/main/tests
tests	https://github.com/mmacy/openai-python/tree/main/tests
.gitignore	https://github.com/mmacy/openai-python/blob/main/.gitignore
.gitignore	https://github.com/mmacy/openai-python/blob/main/.gitignore
.python-version	https://github.com/mmacy/openai-python/blob/main/.python-version
.python-version	https://github.com/mmacy/openai-python/blob/main/.python-version
.release-please-manifest.json	https://github.com/mmacy/openai-python/blob/main/.release-please-manifest.json
.release-please-manifest.json	https://github.com/mmacy/openai-python/blob/main/.release-please-manifest.json
.stats.yml	https://github.com/mmacy/openai-python/blob/main/.stats.yml
.stats.yml	https://github.com/mmacy/openai-python/blob/main/.stats.yml
Brewfile	https://github.com/mmacy/openai-python/blob/main/Brewfile
Brewfile	https://github.com/mmacy/openai-python/blob/main/Brewfile
CHANGELOG.md	https://github.com/mmacy/openai-python/blob/main/CHANGELOG.md
CHANGELOG.md	https://github.com/mmacy/openai-python/blob/main/CHANGELOG.md
CONTRIBUTING.md	https://github.com/mmacy/openai-python/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/mmacy/openai-python/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/mmacy/openai-python/blob/main/LICENSE
LICENSE	https://github.com/mmacy/openai-python/blob/main/LICENSE
README.md	https://github.com/mmacy/openai-python/blob/main/README.md
README.md	https://github.com/mmacy/openai-python/blob/main/README.md
SECURITY.md	https://github.com/mmacy/openai-python/blob/main/SECURITY.md
SECURITY.md	https://github.com/mmacy/openai-python/blob/main/SECURITY.md
api.md	https://github.com/mmacy/openai-python/blob/main/api.md
api.md	https://github.com/mmacy/openai-python/blob/main/api.md
helpers.md	https://github.com/mmacy/openai-python/blob/main/helpers.md
helpers.md	https://github.com/mmacy/openai-python/blob/main/helpers.md
mypy.ini	https://github.com/mmacy/openai-python/blob/main/mypy.ini
mypy.ini	https://github.com/mmacy/openai-python/blob/main/mypy.ini
noxfile.py	https://github.com/mmacy/openai-python/blob/main/noxfile.py
noxfile.py	https://github.com/mmacy/openai-python/blob/main/noxfile.py
pyproject.toml	https://github.com/mmacy/openai-python/blob/main/pyproject.toml
pyproject.toml	https://github.com/mmacy/openai-python/blob/main/pyproject.toml
release-please-config.json	https://github.com/mmacy/openai-python/blob/main/release-please-config.json
release-please-config.json	https://github.com/mmacy/openai-python/blob/main/release-please-config.json
requirements-dev.lock	https://github.com/mmacy/openai-python/blob/main/requirements-dev.lock
requirements-dev.lock	https://github.com/mmacy/openai-python/blob/main/requirements-dev.lock
requirements.lock	https://github.com/mmacy/openai-python/blob/main/requirements.lock
requirements.lock	https://github.com/mmacy/openai-python/blob/main/requirements.lock
README	https://github.com/mmacy/openai-python
Contributing	https://github.com/mmacy/openai-python
License	https://github.com/mmacy/openai-python
Security	https://github.com/mmacy/openai-python
	https://github.com/mmacy/openai-python#openai-python-api-library
	https://pypi.org/project/openai/
httpx	https://github.com/encode/httpx
OpenAPI specification	https://github.com/openai/openai-openapi
Stainless	https://stainlessapi.com/
	https://github.com/mmacy/openai-python#documentation
platform.openai.com	https://platform.openai.com/docs
api.md	https://github.com/mmacy/openai-python/blob/main/api.md
	https://github.com/mmacy/openai-python#installation
v1 migration guide	https://github.com/openai/openai-python/discussions/742
	https://github.com/mmacy/openai-python#usage
api.md	https://github.com/mmacy/openai-python/blob/main/api.md
python-dotenv	https://pypi.org/project/python-dotenv/
	https://github.com/mmacy/openai-python#vision
	https://github.com/mmacy/openai-python#polling-helpers
Run Lifecycle Documentation	https://platform.openai.com/docs/assistants/how-it-works/run-lifecycle
	https://github.com/mmacy/openai-python#bulk-upload-helpers
	https://github.com/mmacy/openai-python#streaming-helpers
helpers.md	https://github.com/mmacy/openai-python/blob/main/helpers.md
	https://github.com/mmacy/openai-python#async-usage
	https://github.com/mmacy/openai-python#streaming-responses
	https://github.com/mmacy/openai-python#module-level-client
	https://github.com/mmacy/openai-python#realtime-api-beta
function calling	https://platform.openai.com/docs/guides/function-calling
websockets	https://websockets.readthedocs.io/en/stable/
here	https://github.com/mmacy/openai-python/blob/main/platform.openai.com/docs/api-reference/realtime-client-events
here	https://platform.openai.com/docs/guides/realtime
TUI script	https://github.com/openai/openai-python/blob/main/examples/realtime/push_to_talk_app.py
	https://github.com/mmacy/openai-python#realtime-error-handling
error event	https://platform.openai.com/docs/guides/realtime/realtime-api-beta#handling-errors
	https://github.com/mmacy/openai-python#using-types
TypedDicts	https://docs.python.org/3/library/typing.html#typing.TypedDict
Pydantic models	https://docs.pydantic.dev
	https://github.com/mmacy/openai-python#pagination
	https://github.com/mmacy/openai-python#nested-params
	https://github.com/mmacy/openai-python#file-uploads
PathLike	https://docs.python.org/3/library/os.html#os.PathLike
PathLike	https://docs.python.org/3/library/os.html#os.PathLike
	https://github.com/mmacy/openai-python#handling-errors
	https://github.com/mmacy/openai-python#request-ids
these docs	https://platform.openai.com/docs/api-reference/debugging-requests
	https://github.com/mmacy/openai-python#retries
	https://github.com/mmacy/openai-python#timeouts
httpx.Timeout	https://www.python-httpx.org/advanced/#fine-tuning-the-configuration
retried twice by default	https://github.com/mmacy/openai-python#retries
	https://github.com/mmacy/openai-python#advanced
	https://github.com/mmacy/openai-python#logging
logging	https://docs.python.org/3/library/logging.html
	https://github.com/mmacy/openai-python#how-to-tell-whether-none-means-null-or-missing
	https://github.com/mmacy/openai-python#accessing-raw-response-data-eg-headers
LegacyAPIResponse	https://github.com/openai/openai-python/tree/main/src/openai/_legacy_response.py
	https://github.com/mmacy/openai-python#with_streaming_response
APIResponse	https://github.com/openai/openai-python/tree/main/src/openai/_response.py
AsyncAPIResponse	https://github.com/openai/openai-python/tree/main/src/openai/_response.py
	https://github.com/mmacy/openai-python#making-customundocumented-requests
	https://github.com/mmacy/openai-python#undocumented-endpoints
	https://github.com/mmacy/openai-python#undocumented-request-params
	https://github.com/mmacy/openai-python#undocumented-response-properties
response.model_extra	https://docs.pydantic.dev/latest/api/base_model/#pydantic.BaseModel.model_extra
	https://github.com/mmacy/openai-python#configuring-the-http-client
httpx client	https://www.python-httpx.org/api/#client
proxies	https://www.python-httpx.org/advanced/proxies/
transports	https://www.python-httpx.org/advanced/transports/
advanced	https://www.python-httpx.org/advanced/clients/
	https://github.com/mmacy/openai-python#managing-http-resources
garbage collected	https://docs.python.org/3/reference/datamodel.html#object.__del__
	https://github.com/mmacy/openai-python#microsoft-azure-openai
Azure OpenAI	https://learn.microsoft.com/azure/ai-services/openai/overview
here	https://github.com/openai/openai-python/blob/main/examples/azure_ad.py
	https://github.com/mmacy/openai-python#versioning
SemVer	https://semver.org/spec/v2.0.0.html
issue	https://www.github.com/openai/openai-python/issues
	https://github.com/mmacy/openai-python#determining-the-installed-version
	https://github.com/mmacy/openai-python#requirements
	https://github.com/mmacy/openai-python#contributing
the contributing documentation	https://github.com/mmacy/openai-python/blob/main/CONTRIBUTING.md
mmacy.github.io/openai-python/	https://mmacy.github.io/openai-python/
gpt	https://github.com/topics/gpt
mkdocs-material	https://github.com/topics/mkdocs-material
mkdocstrings	https://github.com/topics/mkdocstrings
gpt-4	https://github.com/topics/gpt-4
llm	https://github.com/topics/llm
openai-python	https://github.com/topics/openai-python
Readme	https://github.com/mmacy/openai-python#readme-ov-file
Apache-2.0 license	https://github.com/mmacy/openai-python#Apache-2.0-1-ov-file
Contributing	https://github.com/mmacy/openai-python#contributing-ov-file
Security policy	https://github.com/mmacy/openai-python#security-ov-file
Please reload this page	https://github.com/mmacy/openai-python
Activity	https://github.com/mmacy/openai-python/activity
0 forks	https://github.com/mmacy/openai-python/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmmacy%2Fopenai-python&report=mmacy+%28user%29
Contributors	https://github.com/mmacy/openai-python/graphs/contributors
Please reload this page	https://github.com/mmacy/openai-python
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.