RenΓ©'s URL Explorer Experiment


Title: GitHub - highfeature/DeepRetrieval: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning

Open Graph Title: GitHub - highfeature/DeepRetrieval: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning

X Title: GitHub - highfeature/DeepRetrieval: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning

Description: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning - highfeature/DeepRetrieval

Open Graph Description: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning - highfeature/DeepRetrieval

X Description: DeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning - highfeature/DeepRetrieval

Opengraph URL: https://github.com/highfeature/DeepRetrieval

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:588b0dd7-a164-0c20-c903-ed60e7ab26ee
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idE26C:DA633:50772D7:6867844:6975203F
html-safe-nonceb03cd93a38b1a409b35d4f4222e8a1b339f429315dff4d0e3fd32581a24305eb
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFMjZDOkRBNjMzOjUwNzcyRDc6Njg2Nzg0NDo2OTc1MjAzRiIsInZpc2l0b3JfaWQiOiI4MTYyODUyNzY5NjYxMDAxNzkxIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmacf11bc148ee20cf46b0786277f669607c422749e19e07b6cd6098c6939b859c2e
hovercard-subject-tagrepository:998576219
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/highfeature/DeepRetrieval
twitter:imagehttps://opengraph.githubassets.com/f83a3edecc59393b57d2b0c1721830da5c289d6f91df237dbd2a0de498bccf62/highfeature/DeepRetrieval
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/f83a3edecc59393b57d2b0c1721830da5c289d6f91df237dbd2a0de498bccf62/highfeature/DeepRetrieval
og:image:altDeepRetrieval - πŸ”₯ Training Search Agent with Retrieval Outcomes via Reinforcement Learning - highfeature/DeepRetrieval
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None4a4bf5f4e28041a9d2e5c107d7d20b78b4294ba261cab243b28167c16a623a1f
turbo-cache-controlno-preview
go-importgithub.com/highfeature/DeepRetrieval git https://github.com/highfeature/DeepRetrieval.git
octolytics-dimension-user_id12999118
octolytics-dimension-user_loginhighfeature
octolytics-dimension-repository_id998576219
octolytics-dimension-repository_nwohighfeature/DeepRetrieval
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id935832790
octolytics-dimension-repository_parent_nwopat-jj/DeepRetrieval
octolytics-dimension-repository_network_root_id935832790
octolytics-dimension-repository_network_root_nwopat-jj/DeepRetrieval
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
release488b30e96dfd057fbbe44c6665ccbc030b729dde
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhighfeature%2FDeepRetrieval
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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/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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhighfeature%2FDeepRetrieval
Sign up https://patch-diff.githubusercontent.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=highfeature%2FDeepRetrieval
Reloadhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Reloadhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Reloadhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
highfeature https://patch-diff.githubusercontent.com/highfeature
DeepRetrievalhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
pat-jj/DeepRetrievalhttps://patch-diff.githubusercontent.com/pat-jj/DeepRetrieval
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fhighfeature%2FDeepRetrieval
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fhighfeature%2FDeepRetrieval
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fhighfeature%2FDeepRetrieval
pat-jj.github.io/DeepRetrieval-AI/https://pat-jj.github.io/DeepRetrieval-AI/
MIT license https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/LICENSE
0 stars https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/stargazers
85 forks https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/forks
Branches https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/branches
Tags https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tags
Activity https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fhighfeature%2FDeepRetrieval
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fhighfeature%2FDeepRetrieval
Code https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Pull requests 0 https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/pulls
Actions https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/actions
Projects 0 https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/projects
Security 0 https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/security
Insights https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/pulse
Code https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Pull requests https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/pulls
Actions https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/actions
Projects https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/projects
Security https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/security
Insights https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/pulse
Brancheshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/branches
Tagshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tags
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/branches
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tags
290 Commitshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/commits/main/
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/commits/main/
codehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tree/main/code
codehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tree/main/code
imageshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tree/main/images
imageshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/tree/main/images
.gitignorehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/LICENSE
README.mdhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/README.md
query_rewrite.pyhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/query_rewrite.py
query_rewrite.pyhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/query_rewrite.py
vllm_host.shhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/vllm_host.sh
vllm_host.shhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/vllm_host.sh
READMEhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Licensehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#deepretrieval---hacking-real-search-engines--retrievers-with-llm-via-rl
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/images/logo.png
https://arxiv.org/pdf/2503.00223
https://huggingface.co/DeepRetrieval
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#news
s3https://github.com/pat-jj/s3
herehttps://github.com/pat-jj/DeepRetrieval?tab=readme-ov-file#%EF%B8%8F-easy-to-use-api-for-query-rewriting
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#what-is-deepretrieval
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/images/framework.png
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#key-features-and-results
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/images/performance_overview.png
Example Wandb Training Log on PubMed Search Enginehttps://wandb.ai/patjj/literature_search?nw=nwuserpj20
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#table-of-contents
πŸ“¦ Installationhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-installation
⚑️ Easy-to-use API for Query Rewritinghttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#%EF%B8%8F-easy-to-use-api-for-query-rewriting
🫧 Get Startedhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-get-started
πŸƒ Run Traininghttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-run-training
🧐 Run Evaluationhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-run-evaluation
πŸ“š Cite DeepRetrievalhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-cite-deepretrieval
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-installation
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#️-easy-to-use-api-for-query-rewriting
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-get-started
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#1-dataset-downloadpreprocess
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#2-get-your-search-engine-api-key-required-if-use-search-engine
herehttps://support.nlm.nih.gov/kbArticle/?pn=KA-05317
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#3-reward-function-related-optional
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#4-customize-monitor-info-optional
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-run-training
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#thinkquery-length-during-training-pubmed
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/blob/main/images/length_study_horizontal.png
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-run-evaluation
https://arxiv.org/pdf/2501.16255https://arxiv.org/pdf/2501.16255
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-acknowledgement
verlhttps://github.com/volcengine/verl
PySerinihttps://github.com/castorini/pySerini
Qwen2.5-3B-Instructhttps://huggingface.co/Qwen/Qwen2.5-3B-Instruct
https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#-cite-deepretrieval
pat-jj.github.io/DeepRetrieval-AI/https://pat-jj.github.io/DeepRetrieval-AI/
Readme https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/highfeature/DeepRetrieval#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval
Activityhttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/activity
Custom propertieshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/custom-properties
0 starshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/watchers
0 forkshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fhighfeature%2FDeepRetrieval&report=highfeature+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/highfeature/DeepRetrieval/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/highfeature/packages?repo_name=DeepRetrieval
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.