René's URL Explorer Experiment


Title: GitHub - SearchApi/haystack: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots. · GitHub

Open Graph Title: GitHub - SearchApi/haystack: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

X Title: GitHub - SearchApi/haystack: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

Description: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots. - SearchApi/haystack

Open Graph Description: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with yo...

X Description: :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with yo...

Opengraph URL: https://github.com/SearchApi/haystack

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:1afdb42d-face-3a23-957b-9683c79e8223
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDF3C:B008A:DE742B:130D360:6A4DD10A
html-safe-nonce59aeaffaf7637a64474eeb827871a4bb3b22453da89329af9e2431096e07b19c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERjNDOkIwMDhBOkRFNzQyQjoxMzBEMzYwOjZBNEREMTBBIiwidmlzaXRvcl9pZCI6IjIzNTExMzA5MzcxNjc1NjUwNjYiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac673f16609730a43a81b0ce6883f5b5cb1b40870fb0ff113083e48cb45b08d072
hovercard-subject-tagrepository:717103793
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/SearchApi/haystack
twitter:imagehttps://opengraph.githubassets.com/75b772d17a69190f289b70840614e10ad4b4bfcb7acaa52a24dcf3d73b51d798/SearchApi/haystack
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/75b772d17a69190f289b70840614e10ad4b4bfcb7acaa52a24dcf3d73b51d798/SearchApi/haystack
og:image:alt:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with yo...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None06b8a6144231bf3a234f1c2e9993861e07ce98a905912b114aa386c2d7e84b33
turbo-cache-controlno-cache
go-importgithub.com/SearchApi/haystack git https://github.com/SearchApi/haystack.git
octolytics-dimension-user_id106385458
octolytics-dimension-user_loginSearchApi
octolytics-dimension-repository_id717103793
octolytics-dimension-repository_nwoSearchApi/haystack
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id221654678
octolytics-dimension-repository_parent_nwodeepset-ai/haystack
octolytics-dimension-repository_network_root_id221654678
octolytics-dimension-repository_network_root_nwodeepset-ai/haystack
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
release1d344bdb7547fe6bca17a59bb2b8aac3dc9532a0
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/SearchApi/haystack#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FSearchApi%2Fhaystack
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
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/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/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/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%2FSearchApi%2Fhaystack
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=SearchApi%2Fhaystack
Reloadhttps://github.com/SearchApi/haystack
Reloadhttps://github.com/SearchApi/haystack
Reloadhttps://github.com/SearchApi/haystack
Please reload this pagehttps://github.com/SearchApi/haystack
SearchApi https://github.com/SearchApi
haystackhttps://github.com/SearchApi/haystack
deepset-ai/haystackhttps://github.com/deepset-ai/haystack
Notifications https://github.com/login?return_to=%2FSearchApi%2Fhaystack
Fork 0 https://github.com/login?return_to=%2FSearchApi%2Fhaystack
Star 1 https://github.com/login?return_to=%2FSearchApi%2Fhaystack
Code https://github.com/SearchApi/haystack
Pull requests 0 https://github.com/SearchApi/haystack/pulls
Actions https://github.com/SearchApi/haystack/actions
Projects https://github.com/SearchApi/haystack/projects
Security and quality 0 https://github.com/SearchApi/haystack/security
Insights https://github.com/SearchApi/haystack/pulse
Code https://github.com/SearchApi/haystack
Pull requests https://github.com/SearchApi/haystack/pulls
Actions https://github.com/SearchApi/haystack/actions
Projects https://github.com/SearchApi/haystack/projects
Security and quality https://github.com/SearchApi/haystack/security
Insights https://github.com/SearchApi/haystack/pulse
https://github.com/SearchApi/haystack
Brancheshttps://github.com/SearchApi/haystack/branches
Tagshttps://github.com/SearchApi/haystack/tags
https://github.com/SearchApi/haystack/branches
https://github.com/SearchApi/haystack/tags
3,049 Commitshttps://github.com/SearchApi/haystack/commits/main/
https://github.com/SearchApi/haystack/commits/main/
.githubhttps://github.com/SearchApi/haystack/tree/main/.github
.githubhttps://github.com/SearchApi/haystack/tree/main/.github
dockerhttps://github.com/SearchApi/haystack/tree/main/docker
dockerhttps://github.com/SearchApi/haystack/tree/main/docker
docshttps://github.com/SearchApi/haystack/tree/main/docs
docshttps://github.com/SearchApi/haystack/tree/main/docs
e2ehttps://github.com/SearchApi/haystack/tree/main/e2e
e2ehttps://github.com/SearchApi/haystack/tree/main/e2e
exampleshttps://github.com/SearchApi/haystack/tree/main/examples
exampleshttps://github.com/SearchApi/haystack/tree/main/examples
haystackhttps://github.com/SearchApi/haystack/tree/main/haystack
haystackhttps://github.com/SearchApi/haystack/tree/main/haystack
proposalshttps://github.com/SearchApi/haystack/tree/main/proposals
proposalshttps://github.com/SearchApi/haystack/tree/main/proposals
releasenoteshttps://github.com/SearchApi/haystack/tree/main/releasenotes
releasenoteshttps://github.com/SearchApi/haystack/tree/main/releasenotes
testhttps://github.com/SearchApi/haystack/tree/main/test
testhttps://github.com/SearchApi/haystack/tree/main/test
.gitignorehttps://github.com/SearchApi/haystack/blob/main/.gitignore
.gitignorehttps://github.com/SearchApi/haystack/blob/main/.gitignore
.pre-commit-config.yamlhttps://github.com/SearchApi/haystack/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://github.com/SearchApi/haystack/blob/main/.pre-commit-config.yaml
CITATION.cffhttps://github.com/SearchApi/haystack/blob/main/CITATION.cff
CITATION.cffhttps://github.com/SearchApi/haystack/blob/main/CITATION.cff
CONTRIBUTING.mdhttps://github.com/SearchApi/haystack/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/SearchApi/haystack/blob/main/CONTRIBUTING.md
LICENSEhttps://github.com/SearchApi/haystack/blob/main/LICENSE
LICENSEhttps://github.com/SearchApi/haystack/blob/main/LICENSE
README.mdhttps://github.com/SearchApi/haystack/blob/main/README.md
README.mdhttps://github.com/SearchApi/haystack/blob/main/README.md
SECURITY.mdhttps://github.com/SearchApi/haystack/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/SearchApi/haystack/blob/main/SECURITY.md
VERSION.txthttps://github.com/SearchApi/haystack/blob/main/VERSION.txt
VERSION.txthttps://github.com/SearchApi/haystack/blob/main/VERSION.txt
code_of_conduct.txthttps://github.com/SearchApi/haystack/blob/main/code_of_conduct.txt
code_of_conduct.txthttps://github.com/SearchApi/haystack/blob/main/code_of_conduct.txt
pyproject.tomlhttps://github.com/SearchApi/haystack/blob/main/pyproject.toml
pyproject.tomlhttps://github.com/SearchApi/haystack/blob/main/pyproject.toml
tox.inihttps://github.com/SearchApi/haystack/blob/main/tox.ini
tox.inihttps://github.com/SearchApi/haystack/blob/main/tox.ini
READMEhttps://github.com/SearchApi/haystack
Code of conducthttps://github.com/SearchApi/haystack
Contributinghttps://github.com/SearchApi/haystack
Licensehttps://github.com/SearchApi/haystack
Securityhttps://github.com/SearchApi/haystack
https://www.deepset.ai/haystack/
https://github.com/deepset-ai/haystack/actions/workflows/tests.yml
https://github.com/psf/black
https://github.com/python/mypy
https://coveralls.io/github/deepset-ai/haystack?branch=main
https://docs.haystack.deepset.ai
https://pypi.org/project/haystack-ai/
https://camo.githubusercontent.com/ae0b163f8224c6066f93fd9bf2ed50c03cb1dfeb82881822f82668bdc8f3319b/68747470733a2f2f696d672e736869656c64732e696f2f707970692f646d2f686179737461636b2d61693f636f6c6f723d626c7565266c6f676f3d70797069266c6f676f436f6c6f723d676f6c64
https://camo.githubusercontent.com/efd242a8eea60a608ed611c5a95dc1edbe37325e52245077fff8f65a092d1a37/68747470733a2f2f696d672e736869656c64732e696f2f707970692f707976657273696f6e732f6661726d2d686179737461636b3f6c6f676f3d707974686f6e266c6f676f436f6c6f723d676f6c64
https://github.com/SearchApi/haystack/blob/main/LICENSE
https://github.com/deepset-ai/haystack/actions/workflows/license_compliance.yml
https://discord.gg/haystack
https://twitter.com/haystack_ai
Switch to Haystack 1.x, currently on 1.23 herehttps://github.com/deepset-ai/haystack/tree/v1.x
Haystackhttps://haystack.deepset.ai/
https://github.com/SearchApi/haystack#quickstart
retrieverhttps://docs.haystack.deepset.ai/v2.0/docs/retrievers
generatorhttps://docs.haystack.deepset.ai/v2.0/docs/generators
RAG Pipeline Recipehttps://docs.haystack.deepset.ai/v2.0/docs/creating-pipelines#example
https://github.com/SearchApi/haystack#core-concepts
Componentshttps://docs.haystack.deepset.ai/v2.0/docs/components
Pipelineshttps://docs.haystack.deepset.ai/v2.0/docs/pipelines
Document Storeshttps://docs.haystack.deepset.ai/v2.0/docs/document-store
documentationhttps://docs.haystack.deepset.ai/docs/document_store
Integrationshttps://docs.haystack.deepset.ai/v2.0/docs/integrations
Haystack Integrations pagehttps://haystack.deepset.ai/integrations
haystack-core-integrationshttps://github.com/deepset-ai/haystack-core-integrations
https://github.com/SearchApi/haystack#what-to-build-with-haystack
https://github.com/SearchApi/haystack/blob/main/docs/img/deepset-cloud-logo-lightblue.png
deepset Cloudhttps://www.deepset.ai/deepset-cloud?utm_campaign=developer-relations&utm_source=haystack&utm_medium=readme
https://github.com/SearchApi/haystack#features
https://github.com/SearchApi/haystack#resources
Docshttps://docs.haystack.deepset.ai/v2.0/docs
Tutorialshttps://haystack.deepset.ai/tutorials
Integrationshttps://haystack.deepset.ai/integrations
Demoshttps://github.com/deepset-ai/haystack-demos
Cookbookhttps://github.com/deepset-ai/haystack-cookbook
Communityhttps://github.com/deepset-ai/haystack#-community
Discordhttps://discord.gg/haystack
𝕏 (Twitter)https://twitter.com/haystack_ai
Stack Overflowhttps://stackoverflow.com/questions/tagged/haystack
GitHub Discussionshttps://github.com/deepset-ai/haystack/discussions
Contributinghttps://github.com/deepset-ai/haystack#-contributing
Roadmaphttps://haystack.deepset.ai/overview/roadmap
Bloghttps://haystack.deepset.ai/blog
Jobshttps://www.deepset.ai/jobs
https://github.com/SearchApi/haystack#-installation
the official documentationhttps://docs.haystack.deepset.ai/v2.0/docs/installation
piphttps://github.com/pypa/pip
Contributor Guidelineshttps://github.com/deepset-ai/haystack/blob/main/CONTRIBUTING.md
https://github.com/SearchApi/haystack#demos
haystack-demoshttps://github.com/deepset-ai/haystack-demos
Reduce Hallucinations with Retrieval Augmentationhttps://huggingface.co/spaces/deepset/retrieval-augmentation-svb
Should I follow?https://huggingface.co/spaces/deepset/should-i-follow
Explore The Worldhttps://haystack-demo.deepset.ai/
https://github.com/SearchApi/haystack#-community
issue in Githubhttps://github.com/deepset-ai/haystack/issues
Github Discussionshttps://github.com/deepset-ai/haystack/discussions
Discord channelhttps://discord.gg/haystack
𝕏 (Twitter)https://twitter.com/haystack_ai
Stack Overflowhttps://stackoverflow.com/questions/tagged/haystack
https://github.com/SearchApi/haystack#-contributing
Contributor Guidelineshttps://github.com/deepset-ai/haystack/blob/main/CONTRIBUTING.md
https://github.com/SearchApi/haystack#-telemetry
Haystack docshttps://docs.haystack.deepset.ai/v2.0/docs/telemetry
https://github.com/SearchApi/haystack#who-uses-haystack
Airbushttps://www.airbus.com/en
Alcatel-Lucenthttps://www.al-enterprise.com/
Applehttps://www.apple.com/
BetterUphttps://www.betterup.com/
Databrickshttps://www.databricks.com/
Deepsethttps://deepset.ai/
Etalabhttps://www.deepset.ai/blog/improving-on-site-search-for-government-agencies-etalab
Infineonhttps://www.infineon.com/
Intelhttps://github.com/intel/open-domain-question-and-answer#readme
Intelijushttps://www.intelijus.ai/
Intel Labshttps://github.com/IntelLabs/fastRAG#readme
LEGOhttps://github.com/larsbaunwall/bricky#readme
Netflixhttps://netflix.com
Nvidiahttps://developer.nvidia.com/blog/reducing-development-time-for-intelligent-virtual-assistants-in-contact-centers/
PostHoghttps://github.com/PostHog/max-ai#readme
Rakutenhttps://www.rakuten.com/
Sooth.aihttps://www.deepset.ai/blog/advanced-neural-search-with-sooth-ai
haystack.deepset.aihttps://haystack.deepset.ai
Readme https://github.com/SearchApi/haystack#readme-ov-file
Apache-2.0 license https://github.com/SearchApi/haystack#Apache-2.0-1-ov-file
Code of conduct https://github.com/SearchApi/haystack#coc-ov-file
Contributing https://github.com/SearchApi/haystack#contributing-ov-file
Security policy https://github.com/SearchApi/haystack#security-ov-file
Please reload this pagehttps://github.com/SearchApi/haystack
Activityhttps://github.com/SearchApi/haystack/activity
Custom propertieshttps://github.com/SearchApi/haystack/custom-properties
0 forkshttps://github.com/SearchApi/haystack/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FSearchApi%2Fhaystack&report=SearchApi+%28user%29
Releaseshttps://github.com/SearchApi/haystack/releases
Packages 0https://github.com/orgs/SearchApi/packages?repo_name=haystack
Please reload this pagehttps://github.com/SearchApi/haystack
Contributorshttps://github.com/SearchApi/haystack/graphs/contributors
Please reload this pagehttps://github.com/SearchApi/haystack
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.