René's URL Explorer Experiment


Title: [E-2] 11-Reranker / 04-FlashRank-Reranker by forwardyoung · Pull Request #455 · LangChain-OpenTutorial/LangChain-OpenTutorial · GitHub

Open Graph Title: [E-2] 11-Reranker / 04-FlashRank-Reranker by forwardyoung · Pull Request #455 · LangChain-OpenTutorial/LangChain-OpenTutorial

X Title: [E-2] 11-Reranker / 04-FlashRank-Reranker by forwardyoung · Pull Request #455 · LangChain-OpenTutorial/LangChain-OpenTutorial

Description: LangChain, LangGraph Open Tutorial for everyone! Contribute to LangChain-OpenTutorial/LangChain-OpenTutorial development by creating an account on GitHub.

Open Graph Description: {PR Message - Write freely, remove this bracket if unnecessary} Author Checklist PR Title Format: I have confirmed that the PR title follows the correct format. (e.g., [N-2] 07-Text Splitter / 0...

X Description: {PR Message - Write freely, remove this bracket if unnecessary} Author Checklist PR Title Format: I have confirmed that the PR title follows the correct format. (e.g., [N-2] 07-Text Splitter / 0...

Opengraph URL: https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455

X: @github

direct link

Domain: github.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:f6e545d0-eb58-fa5a-7c06-b56d6beafd7f
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idDF20:1FDC06:C0840E:11183FE:6A638695
html-safe-noncefc6f2ce0ce3504e8e3182dc0f828fe9b0ddc5af3224ccd3dae0bfa3d0ee3092e
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERjIwOjFGREMwNjpDMDg0MEU6MTExODNGRTo2QTYzODY5NSIsInZpc2l0b3JfaWQiOiI3NTIxNDMxOTk0MjMwODY3NjA1IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacfcddfb7bb2e009360af7136016f3bf590d7f81d634fd5fdc76feef84fefd61f4
hovercard-subject-tagpull_request:2286184069
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/LangChain-OpenTutorial/LangChain-OpenTutorial/455/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/f5c67a18273307cf92a83d139fd6850d1aa57b3780c3640220e4da9a8fd2fe05/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f5c67a18273307cf92a83d139fd6850d1aa57b3780c3640220e4da9a8fd2fe05/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
og:image:alt{PR Message - Write freely, remove this bracket if unnecessary} Author Checklist PR Title Format: I have confirmed that the PR title follows the correct format. (e.g., [N-2] 07-Text Splitter / 0...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameforwardyoung
hostnamegithub.com
expected-hostnamegithub.com
Nonee4fb64aef87da454ec25b158147f7f5f14aef29216e5ca1612c2e48faa599d1f
turbo-cache-controlno-cache
go-importgithub.com/LangChain-OpenTutorial/LangChain-OpenTutorial git https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial.git
octolytics-dimension-user_id191695441
octolytics-dimension-user_loginLangChain-OpenTutorial
octolytics-dimension-repository_id903410228
octolytics-dimension-repository_nwoLangChain-OpenTutorial/LangChain-OpenTutorial
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id903410228
octolytics-dimension-repository_network_root_nwoLangChain-OpenTutorial/LangChain-OpenTutorial
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
releasee839936ba5faffb9c836dda1cf4729d50c88a32e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial%2Fpull%2F455
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/enterprise/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://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%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial%2Fpull%2F455
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%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=LangChain-OpenTutorial%2FLangChain-OpenTutorial
Reloadhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
Reloadhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
Reloadhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
Please reload this pagehttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
LangChain-OpenTutorial https://github.com/LangChain-OpenTutorial
LangChain-OpenTutorialhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial
Notifications https://github.com/login?return_to=%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial
Fork 344 https://github.com/login?return_to=%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial
Star 1.1k https://github.com/login?return_to=%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial
Code https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial
Issues 97 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues
Pull requests 4 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pulls
Discussions https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/discussions
Actions https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/actions
Projects https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/projects
Security and quality 0 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/security
Insights https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pulse
Code https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial
Issues https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues
Pull requests https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pulls
Discussions https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/discussions
Actions https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/actions
Projects https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/projects
Security and quality https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/security
Insights https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pulse
teddylee777https://github.com/teddylee777
LangChain-OpenTutorial:mainhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/tree/main
forwardyoung:mainhttps://github.com/forwardyoung/LangChain-OpenTutorial/tree/main
Conversationhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
Commits1 (1)https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/commits
Checkshttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/checks
Files changedhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/files
[E-2] 11-Reranker / 04-FlashRank-Rerankerhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#top
teddylee777https://github.com/teddylee777
LangChain-OpenTutorial:mainhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/tree/main
forwardyoung:mainhttps://github.com/forwardyoung/LangChain-OpenTutorial/tree/main
https://github.com/forwardyoung
forwardyounghttps://github.com/forwardyoung
Jan 19, 2025https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#issue-2797598141
Proofread: < 11-Reranker / 04-FlashRank-Reranker > #429https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues/429
Please reload this pagehttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
https://github.com/forwardyoung
docs: Fix typos and update formatting in 04-FlashRank-Reranker.ipynbhttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/commits/a7f08f868b2bff55562aa305df82b2a9afac6387
a7f08f8https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/commits/a7f08f868b2bff55562aa305df82b2a9afac6387
https://github.com/forwardyoung
forwardyounghttps://github.com/forwardyoung
BokyungisaGodhttps://github.com/BokyungisaGod
chaeyoonyunakimhttps://github.com/chaeyoonyunakim
January 19, 2025 12:26https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#event-15988734063
https://github.com/chaeyoonyunakim
chaeyoonyunakimhttps://github.com/chaeyoonyunakim
Jan 19, 2025 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#pullrequestreview-2560993869
View reviewed changes https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/files/a7f08f868b2bff55562aa305df82b2a9afac6387
https://github.com/chaeyoonyunakim
chaeyoonyunakimhttps://github.com/chaeyoonyunakim
proofreading https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues?q=state%3Aopen%20label%3Aproofreading
Jan 19, 2025https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#event-15988748997
https://github.com/chaeyoonyunakim
chaeyoonyunakimhttps://github.com/chaeyoonyunakim
Jan 19, 2025 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#ref-issue-2796349565
Proofread: < 11-Reranker / 04-FlashRank-Reranker > #429 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues/429
https://github.com/BokyungisaGod
BokyungisaGodhttps://github.com/BokyungisaGod
Jan 20, 2025 https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#pullrequestreview-2561366227
View reviewed changes https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/files/a7f08f868b2bff55562aa305df82b2a9afac6387
BokyungisaGodhttps://github.com/BokyungisaGod
https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#pullrequestreview-2561366227
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
https://github.com/teddylee777
teddylee777https://github.com/teddylee777
b7557dahttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/commit/b7557dac4c37354ee27a7f49ce70ad22ccea8ce8
Jan 20, 2025https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455#event-16000706206
https://github.co/hiddenchars
https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign in to commenthttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FLangChain-OpenTutorial%2FLangChain-OpenTutorial%2Fpull%2F455
https://github.com/chaeyoonyunakim
chaeyoonyunakim https://github.com/chaeyoonyunakim
https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/files/a7f08f868b2bff55562aa305df82b2a9afac6387
https://github.com/BokyungisaGod
BokyungisaGod https://github.com/BokyungisaGod
https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455/files/a7f08f868b2bff55562aa305df82b2a9afac6387
proofreading https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues?q=state%3Aopen%20label%3Aproofreading
Proofread: < 11-Reranker / 04-FlashRank-Reranker > https://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/issues/429
Please reload this pagehttps://github.com/LangChain-OpenTutorial/LangChain-OpenTutorial/pull/455
https://github.com/forwardyoung
https://github.com/chaeyoonyunakim
https://github.com/BokyungisaGod
https://github.com/teddylee777
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.