René's URL Explorer Experiment


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

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

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

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

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

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

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

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:64954cf7-85f1-94c7-c90e-8aa3adf0d883
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idDFEC:178CF3:28ED722:34A8B34:697D9533
html-safe-nonceca9ae5dcf1ca153410e72130d6799931a2c1005320e5579e3ab318d5045be584
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJERkVDOjE3OENGMzoyOEVENzIyOjM0QThCMzQ6Njk3RDk1MzMiLCJ2aXNpdG9yX2lkIjoiNzg1MjQ4Njk2OTU4NDg4Mjk5NSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac9d922dcc8d2be345537a69921cb54bfe3455ce5fb364de16da2e4dacde30e6e5
hovercard-subject-tagrepository:954077158
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/vaikulka/GenerativeAIExamples
twitter:imagehttps://opengraph.githubassets.com/d58df0b4f2a8046e8295bede30913ddb216ee2f0a32683ea910dd9b63c04e419/vaikulka/GenerativeAIExamples
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/d58df0b4f2a8046e8295bede30913ddb216ee2f0a32683ea910dd9b63c04e419/vaikulka/GenerativeAIExamples
og:image:altGenerative AI reference workflows optimized for accelerated infrastructure and microservice architecture. - vaikulka/GenerativeAIExamples
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None60279d4097367e16897439d16d6bbe4180663db828c666eeed2656988ffe59f6
turbo-cache-controlno-preview
go-importgithub.com/vaikulka/GenerativeAIExamples git https://github.com/vaikulka/GenerativeAIExamples.git
octolytics-dimension-user_id38546877
octolytics-dimension-user_loginvaikulka
octolytics-dimension-repository_id954077158
octolytics-dimension-repository_nwovaikulka/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
release7c85641c598ad130c74f7bcc27f58575cac69551
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fvaikulka%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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fvaikulka%2FGenerativeAIExamples
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=vaikulka%2FGenerativeAIExamples
Reloadhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Reloadhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Reloadhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
vaikulka https://patch-diff.githubusercontent.com/vaikulka
GenerativeAIExampleshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
NVIDIA/GenerativeAIExampleshttps://patch-diff.githubusercontent.com/NVIDIA/GenerativeAIExamples
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fvaikulka%2FGenerativeAIExamples
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fvaikulka%2FGenerativeAIExamples
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fvaikulka%2FGenerativeAIExamples
Apache-2.0 license https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/LICENSE.md
0 stars https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/stargazers
961 forks https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/forks
Branches https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/branches
Tags https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tags
Activity https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fvaikulka%2FGenerativeAIExamples
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fvaikulka%2FGenerativeAIExamples
Code https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Pull requests 0 https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/pulls
Actions https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/actions
Projects 0 https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/projects
Security 0 https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/security
Insights https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/pulse
Code https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Pull requests https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/pulls
Actions https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/actions
Projects https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/projects
Security https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/security
Insights https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/pulse
Brancheshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/branches
Tagshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tags
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/branches
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tags
146 Commitshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/commits/main/
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/commits/main/
RAGhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/RAG
RAGhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/RAG
communityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/community
communityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/community
docshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/docs
docshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/docs
finetuninghttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/finetuning
finetuninghttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/finetuning
industries/healthcarehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/industries/healthcare
industries/healthcarehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/industries/healthcare
llama_3.3_nemotron_super_49Bhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/llama_3.3_nemotron_super_49B
llama_3.3_nemotron_super_49Bhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/llama_3.3_nemotron_super_49B
nemohttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/nemo
nemohttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/nemo
vision_workflowshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/vision_workflows
vision_workflowshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/tree/main/vision_workflows
.dockerignorehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.dockerignore
.dockerignorehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.dockerignore
.gitattributeshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitattributes
.gitattributeshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitattributes
.gitignorehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitignore
.gitmoduleshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitmodules
.gitmoduleshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.gitmodules
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/.pre-commit-config.yaml
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/CHANGELOG.md
LICENSE.DATAhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/LICENSE.DATA
LICENSE.DATAhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/LICENSE.DATA
LICENSE.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/LICENSE.md
LICENSE.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/LICENSE.md
README.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/README.md
SECURITY.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/SECURITY.md
SECURITY.mdhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/SECURITY.md
READMEhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Contributinghttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Licensehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Securityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/images/apps-catalog-promo-web-banner-laptop-300@2x.jpg
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#nvidia-generative-ai-examples
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#table-of-contents
What's New?https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#whats-new
Knowledge Graph RAGhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#knowledge-graph-rag
Agentic Workflows with Llama 3.1https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#agentic-workflows-with-llama-31
RAG with Local NIM Deployment and LangChainhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-with-local-nim-deployment-and-langchain
Vision NIM Workflowshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#vision-nim-workflows
Try it Now!https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#try-it-now
RAGhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag
RAG Notebookshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-notebooks
RAG Exampleshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-examples
RAG Toolshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-tools
RAG Projectshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-projects
Documentationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#documentation
Getting Startedhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#getting-started
How To'shttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#how-tos
Referencehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#reference
Communityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#community
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#whats-new
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#knowledge-graph-rag
Knowledge Graphs for RAG with NVIDIA AI Foundation Models and Endpointshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/community/knowledge_graph_rag
https://patch-diff.githubusercontent.com/vaikulka/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://patch-diff.githubusercontent.com/vaikulka/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://patch-diff.githubusercontent.com/vaikulka/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
Generative AI Example releaseshttps://github.com/NVIDIA/GenerativeAIExamples/releases/
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#vision-nim-workflows
GenerativeAIExamples/vision_workflowshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/vision_workflows/README.md
Learn how to use VLMs to automatically monitor a video stream for custom events.https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/nim_workflows/vlm_alerts/README.md
Learn how to search images with natural language using NV-CLIP.https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/nim_workflows/nvclip_multimodal_search/README.md
Learn how to combine VLMs, LLMs and CV models to build a robust text extraction pipeline.https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/nim_workflows/vision_text_extraction/README.md
Learn how to use embeddings with NVDINOv2 and a Milvus VectorDB to build a few shot classification model.https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/nim_workflows/nvdinov2_few_shot/README.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#try-it-now
NVIDIA API Cataloghttps://build.ngc.nvidia.com/explore/
https://localhost:8090/https://localhost:8090/
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-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
notebookshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/README.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#langchain-notebooks
Basic RAG with CHATNVIDIA LangChain Integrationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/langchain_basic_RAG.ipynb
RAG using local NIM microservices for LLMs and Retrievalhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/RAG_Langchain_with_Local_NIM.ipynb
RAG for HTML Documentshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/RAG_for_HTML_docs_with_Langchain_NVIDIA_AI_Endpoints.ipynb
Chat with NVIDIA Financial Reportshttps://patch-diff.githubusercontent.com/vaikulka/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://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/agentic_rag_with_nemo_retriever_nim.ipynb
Agents with Human in the Loophttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/langchain/LangGraph_HandlingAgent_IntermediateSteps.ipynb
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#llamaindex-notebooks
Basic RAG with LlamaIndex Integrationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/notebooks/llamaindex/llamaindex_basic_RAG.ipynb
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-examples
exampleshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/README.md
NVIDIA API Cataloghttps://catalog.ngc.nvidia.com
on premiseshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/local_deploy
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#basic-rag-examples
LangChain examplehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/basic_rag/langchain/README.md
LlamaIndex examplehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/basic_rag/llamaindex/README.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#advanced-rag-examples
Multi-Turnhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/multi_turn_rag/README.md
Multimodal Datahttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/multimodal_rag/README.md
Structured Datahttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/structured_data_rag/README.md
Query Decompositionhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/examples/advanced_rag/query_decomposition_rag/README.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#rag-tools
Evaluationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/tools/evaluation/README.md
Observabilityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/RAG/tools/observability/README.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#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
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#documentation
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#getting-started
Prerequisiteshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/common-prerequisites.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#how-tos
Changing the Inference or Embedded Modelhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/change-model.md
Customizing the Vector Databasehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/vector-database.md
Customizing the Chain Serverhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/chain-server.md
Chunking Strategyhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/text-splitter.md
Prompting Template Engineeringhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/prompt-customization.md
Configuring LLM Parameters at Runtimehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/llm-params.md
Supporting Multi-Turn Conversationshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/multiturn.md
Speaking Queries and Listening to Responses with NVIDIA Rivahttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/riva-asr-tts.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#reference
Support Matrixhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/support-matrix.md
Architecturehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/architecture.md
Using the Sample Chat Web Applicationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/using-sample-web-application.md
RAG Playground Web Applicationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/frontend.md
Software Component Configurationhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/configuration.md
https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#community
contributinghttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/docs/contributing.md
communityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/blob/main/community/README.md
Readme https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#readme-ov-file
Apache-2.0 license https://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples#Apache-2.0-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples
Activityhttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/activity
0 starshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/watchers
0 forkshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fvaikulka%2FGenerativeAIExamples&report=vaikulka+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/vaikulka/GenerativeAIExamples/releases
Packages 0https://patch-diff.githubusercontent.com/users/vaikulka/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.