René's URL Explorer Experiment

Title: GitHub - mongodb-developer/VoyageAI-PythonClient: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search. · GitHub

Open Graph Title: GitHub - mongodb-developer/VoyageAI-PythonClient: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search.

X Title: GitHub - mongodb-developer/VoyageAI-PythonClient: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search.

Description: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search. - mongodb-developer/VoyageAI-PythonClient

Open Graph Description: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search. - mongodb-developer/VoyageAI-PythonClient

X Description: Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search. - mongodb-developer/VoyageAI-PythonClient

Opengraph URL: https://github.com/mongodb-developer/VoyageAI-PythonClient

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:472727c5-e509-4e37-4190-d496f9784485
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	E85E:1CD42A:42C4A73:5CA4B6F:6A50C1A7
html-safe-nonce	6d868021786f158c1a485f8aab30a52b93e1d2f5eedd34c6eae0d633e9e613ea
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFODVFOjFDRDQyQTo0MkM0QTczOjVDQTRCNkY6NkE1MEMxQTciLCJ2aXNpdG9yX2lkIjoiOTc1NTY5NTM3ODAwOTEzMzE5IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	894b253dea2a5b51e765c57501372e84166c29c599cb480fbb16e9dc066274b0
hovercard-subject-tag	repository:978212366
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/mongodb-developer/VoyageAI-PythonClient
twitter:image	https://opengraph.githubassets.com/72b5e1c4e5445c42f618d43d84c693a24bee4daed464688f562aa29679b434f8/mongodb-developer/VoyageAI-PythonClient
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/72b5e1c4e5445c42f618d43d84c693a24bee4daed464688f562aa29679b434f8/mongodb-developer/VoyageAI-PythonClient
og:image:alt	Python client for embedding and querying documents using VoyageAI and MongoDB Vector Search. - mongodb-developer/VoyageAI-PythonClient
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	72b13e0e8d0319acdd27a145cfe73f4f06c791713d0ac4690e41fb68ad28cac0
turbo-cache-control	no-cache
go-import	github.com/mongodb-developer/VoyageAI-PythonClient git https://github.com/mongodb-developer/VoyageAI-PythonClient.git
octolytics-dimension-user_id	45798453
octolytics-dimension-user_login	mongodb-developer
octolytics-dimension-repository_id	978212366
octolytics-dimension-repository_nwo	mongodb-developer/VoyageAI-PythonClient
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	978212366
octolytics-dimension-repository_network_root_nwo	mongodb-developer/VoyageAI-PythonClient
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	08e79d53fc070870d5b168356afebb1e286a2ffe
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/mongodb-developer/VoyageAI-PythonClient#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmongodb-developer%2FVoyageAI-PythonClient
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%2Fmongodb-developer%2FVoyageAI-PythonClient
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=mongodb-developer%2FVoyageAI-PythonClient
Reload	https://github.com/mongodb-developer/VoyageAI-PythonClient
Reload	https://github.com/mongodb-developer/VoyageAI-PythonClient
Reload	https://github.com/mongodb-developer/VoyageAI-PythonClient
Please reload this page	https://github.com/mongodb-developer/VoyageAI-PythonClient
mongodb-developer	https://github.com/mongodb-developer
VoyageAI-PythonClient	https://github.com/mongodb-developer/VoyageAI-PythonClient
Notifications	https://github.com/login?return_to=%2Fmongodb-developer%2FVoyageAI-PythonClient
Fork 0	https://github.com/login?return_to=%2Fmongodb-developer%2FVoyageAI-PythonClient
Star 2	https://github.com/login?return_to=%2Fmongodb-developer%2FVoyageAI-PythonClient
Code	https://github.com/mongodb-developer/VoyageAI-PythonClient
Issues 0	https://github.com/mongodb-developer/VoyageAI-PythonClient/issues
Pull requests 0	https://github.com/mongodb-developer/VoyageAI-PythonClient/pulls
Actions	https://github.com/mongodb-developer/VoyageAI-PythonClient/actions
Projects	https://github.com/mongodb-developer/VoyageAI-PythonClient/projects
Security and quality 0	https://github.com/mongodb-developer/VoyageAI-PythonClient/security
Insights	https://github.com/mongodb-developer/VoyageAI-PythonClient/pulse
Code	https://github.com/mongodb-developer/VoyageAI-PythonClient
Issues	https://github.com/mongodb-developer/VoyageAI-PythonClient/issues
Pull requests	https://github.com/mongodb-developer/VoyageAI-PythonClient/pulls
Actions	https://github.com/mongodb-developer/VoyageAI-PythonClient/actions
Projects	https://github.com/mongodb-developer/VoyageAI-PythonClient/projects
Security and quality	https://github.com/mongodb-developer/VoyageAI-PythonClient/security
Insights	https://github.com/mongodb-developer/VoyageAI-PythonClient/pulse
	https://github.com/mongodb-developer/VoyageAI-PythonClient
Branches	https://github.com/mongodb-developer/VoyageAI-PythonClient/branches
Tags	https://github.com/mongodb-developer/VoyageAI-PythonClient/tags
	https://github.com/mongodb-developer/VoyageAI-PythonClient/branches
	https://github.com/mongodb-developer/VoyageAI-PythonClient/tags
44 Commits	https://github.com/mongodb-developer/VoyageAI-PythonClient/commits/main/
	https://github.com/mongodb-developer/VoyageAI-PythonClient/commits/main/
AgentDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/AgentDemo.py
AgentDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/AgentDemo.py
Context3-Embedder.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/Context3-Embedder.py
Context3-Embedder.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/Context3-Embedder.py
QuantCompare.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/QuantCompare.py
QuantCompare.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/QuantCompare.py
QuantCompareDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/QuantCompareDemo.py
QuantCompareDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/QuantCompareDemo.py
README.md	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/README.md
README.md	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/README.md
RFRDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/RFRDemo.py
RFRDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/RFRDemo.py
SimSearchQuery.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/SimSearchQuery.py
SimSearchQuery.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/SimSearchQuery.py
VoyageEmbedder.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageEmbedder.py
VoyageEmbedder.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageEmbedder.py
VoyageMOE.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageMOE.py
VoyageMOE.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageMOE.py
VoyageMultiKey.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageMultiKey.py
VoyageMultiKey.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageMultiKey.py
VoyageSharedSpace.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageSharedSpace.py
VoyageSharedSpace.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/VoyageSharedSpace.py
autoEmbedReRank.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/autoEmbedReRank.py
autoEmbedReRank.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/autoEmbedReRank.py
batchEmbedding.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/batchEmbedding.py
batchEmbedding.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/batchEmbedding.py
claims_similarity.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/claims_similarity.py
claims_similarity.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/claims_similarity.py
clinical_notes_search.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/clinical_notes_search.py
clinical_notes_search.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/clinical_notes_search.py
fullDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/fullDemo.py
fullDemo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/fullDemo.py
patient_qa_demo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/patient_qa_demo.py
patient_qa_demo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/patient_qa_demo.py
quantizedBits.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/quantizedBits.py
quantizedBits.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/quantizedBits.py
re-rank2.5Demo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/re-rank2.5Demo.py
re-rank2.5Demo.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/re-rank2.5Demo.py
requirements.txt	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/requirements.txt
requirements.txt	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/requirements.txt
similarity_score.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/similarity_score.py
similarity_score.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/similarity_score.py
voyageMOE.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/voyageMOE.py
voyageMOE.py	https://github.com/mongodb-developer/VoyageAI-PythonClient/blob/main/voyageMOE.py
README	https://github.com/mongodb-developer/VoyageAI-PythonClient
	https://github.com/mongodb-developer/VoyageAI-PythonClient#voyageai-pythonclient
https://www.voyageai.com/	https://www.voyageai.com/
Readme	https://github.com/mongodb-developer/VoyageAI-PythonClient#readme-ov-file
Please reload this page	https://github.com/mongodb-developer/VoyageAI-PythonClient
Activity	https://github.com/mongodb-developer/VoyageAI-PythonClient/activity
Custom properties	https://github.com/mongodb-developer/VoyageAI-PythonClient/custom-properties
0 forks	https://github.com/mongodb-developer/VoyageAI-PythonClient/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmongodb-developer%2FVoyageAI-PythonClient&report=mongodb-developer+%28user%29
Releases	https://github.com/mongodb-developer/VoyageAI-PythonClient/releases
Packages 0	https://github.com/orgs/mongodb-developer/packages?repo_name=VoyageAI-PythonClient
Please reload this page	https://github.com/mongodb-developer/VoyageAI-PythonClient
Please reload this page	https://github.com/mongodb-developer/VoyageAI-PythonClient
Contributors	https://github.com/mongodb-developer/VoyageAI-PythonClient/graphs/contributors
Please reload this page	https://github.com/mongodb-developer/VoyageAI-PythonClient
Python 100.0%	https://github.com/mongodb-developer/VoyageAI-PythonClient/search?l=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.