René's URL Explorer Experiment


Title: GitHub - phrocker/GenerativeAIExamples: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Open Graph Title: GitHub - phrocker/GenerativeAIExamples: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

X Title: GitHub - phrocker/GenerativeAIExamples: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

Description: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - phrocker/GenerativeAIExamples

Open Graph Description: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - phrocker/GenerativeAIExamples

X Description: Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - phrocker/GenerativeAIExamples

Opengraph URL: https://github.com/phrocker/GenerativeAIExamples

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:a1662cde-6a67-2445-c3ec-525eef5ffa55
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idC5C2:2D647F:18FA956:221BBD2:6964BBAC
html-safe-nonce5ec49aec709e15b839912462a7afa8b044bcc42c94c52e79a890d524f3fdb4f3
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDNUMyOjJENjQ3RjoxOEZBOTU2OjIyMUJCRDI6Njk2NEJCQUMiLCJ2aXNpdG9yX2lkIjoiMjI5MTg0MDEzNjQzMDcwMzgwIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac691da90bd1e991af859e8507e2d6d702d3cd29ff829bda2cef7c9bef534941e0
hovercard-subject-tagrepository:846066409
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/phrocker/GenerativeAIExamples
twitter:imagehttps://opengraph.githubassets.com/a9ff4b7d5d324d734590151978086221690e18b04ace2fbacd573cd321853904/phrocker/GenerativeAIExamples
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/a9ff4b7d5d324d734590151978086221690e18b04ace2fbacd573cd321853904/phrocker/GenerativeAIExamples
og:image:altGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - phrocker/GenerativeAIExamples
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None9917306ebdf5f9f30d13ede7b74f08a45b5f12b401ce3e4bfabd895ea0ca0ada
turbo-cache-controlno-preview
go-importgithub.com/phrocker/GenerativeAIExamples git https://github.com/phrocker/GenerativeAIExamples.git
octolytics-dimension-user_id1781585
octolytics-dimension-user_loginphrocker
octolytics-dimension-repository_id846066409
octolytics-dimension-repository_nwophrocker/GenerativeAIExamples
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id707237272
octolytics-dimension-repository_parent_nwoNVIDIA/GenerativeAIExamples
octolytics-dimension-repository_network_root_id707237272
octolytics-dimension-repository_network_root_nwoNVIDIA/GenerativeAIExamples
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
release020ceddb26807bba62dcfb410905847d63243ff5
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/phrocker/GenerativeAIExamples#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fphrocker%2FGenerativeAIExamples
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fphrocker%2FGenerativeAIExamples
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=phrocker%2FGenerativeAIExamples
Reloadhttps://github.com/phrocker/GenerativeAIExamples
Reloadhttps://github.com/phrocker/GenerativeAIExamples
Reloadhttps://github.com/phrocker/GenerativeAIExamples
phrocker https://github.com/phrocker
GenerativeAIExampleshttps://github.com/phrocker/GenerativeAIExamples
NVIDIA/GenerativeAIExampleshttps://github.com/NVIDIA/GenerativeAIExamples
Notifications https://github.com/login?return_to=%2Fphrocker%2FGenerativeAIExamples
Fork 0 https://github.com/login?return_to=%2Fphrocker%2FGenerativeAIExamples
Star 0 https://github.com/login?return_to=%2Fphrocker%2FGenerativeAIExamples
Apache-2.0 license https://github.com/phrocker/GenerativeAIExamples/blob/main/LICENSE.md
0 stars https://github.com/phrocker/GenerativeAIExamples/stargazers
955 forks https://github.com/phrocker/GenerativeAIExamples/forks
Branches https://github.com/phrocker/GenerativeAIExamples/branches
Tags https://github.com/phrocker/GenerativeAIExamples/tags
Activity https://github.com/phrocker/GenerativeAIExamples/activity
Star https://github.com/login?return_to=%2Fphrocker%2FGenerativeAIExamples
Notifications https://github.com/login?return_to=%2Fphrocker%2FGenerativeAIExamples
Code https://github.com/phrocker/GenerativeAIExamples
Pull requests 0 https://github.com/phrocker/GenerativeAIExamples/pulls
Actions https://github.com/phrocker/GenerativeAIExamples/actions
Projects 0 https://github.com/phrocker/GenerativeAIExamples/projects
Security Uh oh! There was an error while loading. Please reload this page. https://github.com/phrocker/GenerativeAIExamples/security
Please reload this pagehttps://github.com/phrocker/GenerativeAIExamples
Insights https://github.com/phrocker/GenerativeAIExamples/pulse
Code https://github.com/phrocker/GenerativeAIExamples
Pull requests https://github.com/phrocker/GenerativeAIExamples/pulls
Actions https://github.com/phrocker/GenerativeAIExamples/actions
Projects https://github.com/phrocker/GenerativeAIExamples/projects
Security https://github.com/phrocker/GenerativeAIExamples/security
Insights https://github.com/phrocker/GenerativeAIExamples/pulse
Brancheshttps://github.com/phrocker/GenerativeAIExamples/branches
Tagshttps://github.com/phrocker/GenerativeAIExamples/tags
https://github.com/phrocker/GenerativeAIExamples/branches
https://github.com/phrocker/GenerativeAIExamples/tags
62 Commitshttps://github.com/phrocker/GenerativeAIExamples/commits/main/
https://github.com/phrocker/GenerativeAIExamples/commits/main/
RAGhttps://github.com/phrocker/GenerativeAIExamples/tree/main/RAG
RAGhttps://github.com/phrocker/GenerativeAIExamples/tree/main/RAG
communityhttps://github.com/phrocker/GenerativeAIExamples/tree/main/community
communityhttps://github.com/phrocker/GenerativeAIExamples/tree/main/community
docshttps://github.com/phrocker/GenerativeAIExamples/tree/main/docs
docshttps://github.com/phrocker/GenerativeAIExamples/tree/main/docs
finetuninghttps://github.com/phrocker/GenerativeAIExamples/tree/main/finetuning
finetuninghttps://github.com/phrocker/GenerativeAIExamples/tree/main/finetuning
industries/healthcare/medical-device-training-assistanthttps://github.com/phrocker/GenerativeAIExamples/tree/main/industries/healthcare/medical-device-training-assistant
industries/healthcare/medical-device-training-assistanthttps://github.com/phrocker/GenerativeAIExamples/tree/main/industries/healthcare/medical-device-training-assistant
.dockerignorehttps://github.com/phrocker/GenerativeAIExamples/blob/main/.dockerignore
.dockerignorehttps://github.com/phrocker/GenerativeAIExamples/blob/main/.dockerignore
.gitattributeshttps://github.com/phrocker/GenerativeAIExamples/blob/main/.gitattributes
.gitattributeshttps://github.com/phrocker/GenerativeAIExamples/blob/main/.gitattributes
.gitignorehttps://github.com/phrocker/GenerativeAIExamples/blob/main/.gitignore
.gitignorehttps://github.com/phrocker/GenerativeAIExamples/blob/main/.gitignore
.pre-commit-config.yamlhttps://github.com/phrocker/GenerativeAIExamples/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://github.com/phrocker/GenerativeAIExamples/blob/main/.pre-commit-config.yaml
CHANGELOG.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/CHANGELOG.md
LICENSE.DATAhttps://github.com/phrocker/GenerativeAIExamples/blob/main/LICENSE.DATA
LICENSE.DATAhttps://github.com/phrocker/GenerativeAIExamples/blob/main/LICENSE.DATA
LICENSE.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/LICENSE.md
LICENSE.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/LICENSE.md
README.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/README.md
README.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/README.md
SECURITY.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/SECURITY.md
SECURITY.mdhttps://github.com/phrocker/GenerativeAIExamples/blob/main/SECURITY.md
READMEhttps://github.com/phrocker/GenerativeAIExamples
Licensehttps://github.com/phrocker/GenerativeAIExamples
Securityhttps://github.com/phrocker/GenerativeAIExamples
https://github.com/phrocker/GenerativeAIExamples/blob/main/docs/images/apps-catalog-promo-web-banner-laptop-300@2x.jpg
https://github.com/phrocker/GenerativeAIExamples#nvidia-generative-ai-examples
https://github.com/phrocker/GenerativeAIExamples#whats-new
https://github.com/phrocker/GenerativeAIExamples#knowledge-graph-rag
Knowledge Graphs for RAG with NVIDIA AI Foundation Models and Endpointshttps://github.com/phrocker/GenerativeAIExamples/blob/main/community/knowledge_graph_rag
https://github.com/phrocker/GenerativeAIExamples#agentic-workflows-with-llama-31
Bloghttps://developer.nvidia.com/blog/build-an-agentic-rag-pipeline-with-llama-3-1-and-nvidia-nemo-retriever-nims/
notebookhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/agentic_rag_with_nemo_retriever_nim.ipynb
NVIDIA Morpheus, NIM microservices, and RAG pipelines integrated to create LLM-based agent pipelineshttps://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/experimental/event-driven-rag-cve-analysis
https://github.com/phrocker/GenerativeAIExamples#rag-with-local-nim-deployment-and-langchain
Bloghttps://developer.nvidia.com/blog/tips-for-building-a-rag-pipeline-with-nvidia-ai-langchain-ai-endpoints/
notebookhttps://github.com/NVIDIA/GenerativeAIExamples/blob/v0.7.0/notebooks/08_RAG_Langchain_with_Local_NIM.ipynb
releaseshttps://github.com/NVIDIA/GenerativeAIExamples/releases/
https://github.com/phrocker/GenerativeAIExamples#try-it-now
NVIDIA API Cataloghttps://build.ngc.nvidia.com/explore/
https://localhost:8090/https://localhost:8090/
https://github.com/phrocker/GenerativeAIExamples#end-to-end-rag-examples-and-notebooks
LangChainhttps://python.langchain.com/v0.2/docs/integrations/chat/nvidia_ai_endpoints/
LlamaIndexhttps://docs.llamaindex.ai/en/stable/examples/llm/nvidia/
Haystackhttps://haystack.deepset.ai/integrations/nvidia
https://github.com/phrocker/GenerativeAIExamples#notebooks
notebookshttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/README.md
https://github.com/phrocker/GenerativeAIExamples#langchain-notebooks
Basic RAG with CHATNVIDIA Langchain Integrationhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/langchain_basic_RAG.ipynb
RAG using local NIM microservices for LLMs and Retrievalhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/RAG_Langchain_with_Local_NIM.ipynb
RAG for HTML Documentshttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/RAG_for_HTML_docs_with_Langchain_NVIDIA_AI_Endpoints.ipynb
Chat with NVIDIA Financial Reportshttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/Chat_with_nvidia_financial_reports.ipynb
NIM Tool Calling 101https://github.com/langchain-ai/langchain-nvidia/blob/main/cookbook/nvidia_nim_agents_llama3.1.ipynb
Agentic RAG with NeMo Retrieverhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/agentic_rag_with_nemo_retriever_nim.ipynb
Agents with Human in the Loophttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/LangGraph_HandlingAgent_IntermediateSteps.ipynb
https://github.com/phrocker/GenerativeAIExamples#llamaindex-notebooks
Basic RAG with LlamaIndex Integrationhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/notebooks/llamaindex/llamaindex_basic_RAG.ipynb
https://github.com/phrocker/GenerativeAIExamples#end-to-end-rag-examples
exampleshttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/README.md
NVIDIA API Cataloghttps://catalog.ngc.nvidia.com
on premiseshttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/local_deploy
https://github.com/phrocker/GenerativeAIExamples#basic-rag-examples
LangChain examplehttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/basic_rag/langchain/README.md
LlamaIndex examplehttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/basic_rag/llamaindex/README.md
https://github.com/phrocker/GenerativeAIExamples#advanced-rag-examples
Multi-Turnhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/multi_turn_rag/README.md
Multimodal Datahttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/multimodal_rag/README.md
Structured Datahttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/structured_data_rag/README.md
Query Decompositionhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/query_decomposition_rag/README.md
https://github.com/phrocker/GenerativeAIExamples#how-to-guides
Change the inference or embedding modelhttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/change-model.md
Customize the vector databasehttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/vector-database.md
Chunking strategyhttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/text-splitter.md
Prompt template engineeringhttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/prompt-customization.md
Support multiturn conversationshttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/multiturn.md
Configure LLM parameters at runtimehttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/llm-params.md
Speak queries and listen to responses with NVIDIA Rivahttps://github.com/phrocker/GenerativeAIExamples/blob/main/docs/riva-asr-tts.md
https://github.com/phrocker/GenerativeAIExamples#tools
Evaluationhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/tools/evaluation/README.md
Observabilityhttps://github.com/phrocker/GenerativeAIExamples/blob/main/RAG/tools/observability/README.md
https://github.com/phrocker/GenerativeAIExamples#community
communityhttps://github.com/phrocker/GenerativeAIExamples/blob/main/community/README.md
https://github.com/phrocker/GenerativeAIExamples#related-nvidia-rag-projects
NVIDIA Tokkio LLM-RAGhttps://docs.nvidia.com/ace/latest/workflows/tokkio/text/Tokkio_LLM_RAG_Bot.html
Hybrid RAG Project on AI Workbenchhttps://github.com/NVIDIA/workbench-example-hybrid-rag
Readme https://github.com/phrocker/GenerativeAIExamples#readme-ov-file
Apache-2.0 license https://github.com/phrocker/GenerativeAIExamples#Apache-2.0-1-ov-file
Please reload this pagehttps://github.com/phrocker/GenerativeAIExamples
Activityhttps://github.com/phrocker/GenerativeAIExamples/activity
0 starshttps://github.com/phrocker/GenerativeAIExamples/stargazers
0 watchinghttps://github.com/phrocker/GenerativeAIExamples/watchers
0 forkshttps://github.com/phrocker/GenerativeAIExamples/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fphrocker%2FGenerativeAIExamples&report=phrocker+%28user%29
Releaseshttps://github.com/phrocker/GenerativeAIExamples/releases
8 tags https://github.com/phrocker/GenerativeAIExamples/tags
Packages 0https://github.com/users/phrocker/packages?repo_name=GenerativeAIExamples
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.