Solution Plays
/marketplace/category/solution-playsSolution Plays — 597 plays. Every Microsoft anchor repo is free to import. Other plays require Pro to keep harvest costs sustainable.
- Harvestedfreeazure
Aca Landing Zone Accelerator
Azure Container Apps Landing Zone reference. Production-grade ACA + Bicep + Terraform variants.
Azure
MIT - Harvestedfreeazure
ACES
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedpaidgcp
Adk Mcp Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Karthiksambangi
Unknown - Harvestedfreeaws
Advanced Rag Router With Amazon Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeazure
Agent Governance Toolkit
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Agent Openai Banking Assistant Csharp
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Agent Openai Java Banking Assistant
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreegcp
Agent Starter Pack
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedpaidoss
AgentGPT
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
reworkd
GPL-3.0 - Harvestedpaidoss
AgentGuide
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
adongwanai
Unknown - Harvestedpaidoss
Agentic Rag For Dummies
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
GiovanniPasq
MIT - Harvestedpaidgcp
Agentl
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
leonli
Apache-2.0 - Harvestedpaidoss
Agentops
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
AgentOps-AI
MIT - Harvestedpaidoss
Agents Course
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
huggingface
Apache-2.0 - Harvestedfreeaws
Agentsforbedrock Retailagent
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreegcp
Agentsmithy
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
Ai Agents For Beginners
12-lesson agentic AI course. The global default starting point for 'how do I learn agents'. Multi-framework coverage.
microsoft
MIT - Harvestedfreeazure
Ai Chat Aspire Meai Csharp
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Ai Chat Quickstart Csharp
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Ai Chat Vision Quickstart Csharp
Subset of azd-templates with explicit AI focus; catches RAG, agents, voice, doc-intel.
Azure-Samples
MIT - Harvestedpaidgcp
AI Code Review Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
mkantwala
Unknown - Harvestedfreeazure
AI Gateway
APIM-as-AI-Gateway labs: AI Models + MCP servers + agents + Foundry. The 'production AI traffic' story.
Azure-Samples
MIT - Harvestedfreeazure
AI In A Box
Microsoft-curated Azure AI solution accelerator collection. Meta-repo of meta-repos — high signal density.
Azure
MIT - Harvestedfreegcp
Ai Ml Recipes
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedpaidaws
AI Native Collections Platform
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
LogicMason5
Unknown - Harvestedpaidgcp
Ai Partner Catalyst
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Evalutik
MIT - Harvestedpaidoss
Ai Pdf Chatbot Langchain
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
mayooear
MIT - Harvestedfreeazure
AI Powered Call Center Intelligence Accelerator
Call-center NLU: real-time + recorded transcription, custom speech models, industry NLP. Vertical-ready.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
AI Powered Insurance Claims Automation Accelerator
Insurance-claims AI: image/ID/document processing. Industry-finance vertical anchor.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Ai Rag Chat Evaluator
RAG quality evaluation toolkit using Azure AI Evaluate SDK. The eval-layer reference Play 17 will pollinate to.
Azure-Samples
MIT - Harvestedfreeazure
Ai Solution Accelerators List
Microsoft-maintained Azure AI Solution Accelerators index. The 'official' list — our doctrine line 1 reference point.
Azure
MIT - Harvestedfreeazure
Ai Tutorials
Hands-on Foundry tutorials. Step-by-step generative AI app builds. Onboarding-tier content.
microsoft-foundry
MIT - Harvestedfreegcp
Aicoe
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
Aisearch Openai Rag Audio
VoiceRAG pattern: gpt-4o-realtime + AI Search hybrid retrieval. Voice + grounding = enterprise voice agent.
Azure-Samples
MIT - Harvestedfreegcp
Aistudio Repository Template
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Unknown - Harvestedfreeazure
Aitour26 BRK444 Advanced Retrieval For Your Ai Apps And Agents On Azure
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedfreeazure
Aitour26 LTG151 Build Trustworthy Ai With Systematic Evaluations In Microsoft Foundry
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedpaidoss
All Agentic Architectures
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
FareedKhan-dev
MIT - Harvestedpaidoss
All In Rag
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
datawhalechina
Unknown - Harvestedfreeaws
Allthings Bedrock Nova Models
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidgcp
Althuraya Invitations
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
JanaFaisall
Unknown - Harvestedfreeaws
Amazon Bedrock Ai Karaoke
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Bedrock Rag
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Bedrock Samples
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Kendra Langchain Extensions
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Ab Testing Pipeline
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Aws Greengrass Custom Object Detection Model
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Built In Algorithms Mlops Pipeline Using Aws Cdk
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Clip Search
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Codeserver
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Drift Detection
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Edge Defect Detection Computer Vision
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Experiments Dvc Demo
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Finetune Deploy Whisper Huggingface
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Local Mode
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Managed Spot Training
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Mlops Workshop
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Personalized Generative Ai
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Amazon Sagemaker Pytorch Detectron2
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreegcp
Angular Webxr Art Sample
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
Aoai Realtime Audio Sdk
gpt-4o-realtime audio SDK. Bidirectional low-latency voice — frontier voice-agent capability.
Azure-Samples
MIT - Harvestedfreegcp
Api Examples
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
APICenter Reference
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Apm
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
App Service Javascript Sap Cap Quickstart
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
App Service Javascript Sap Cloud Sdk Quickstart
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
App Templates Dotnet Azuresql Appservice
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
App Templates Java Openai Springapps
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreegcp
Applied Ai Engineering Samples
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
Apptemplate Wordpress On Aca
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidoss
Argilla
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
argilla-io
Apache-2.0 - Harvestedpaidgcp
Argos Panoptes
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
theaayushstha1
MIT - Harvestedpaidoss
Ask Anything
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
OpenGVLab
MIT - Harvestedfreegcp
Asl Ml Immersion
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
Aspire Semantic Kernel Creative Writer
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Aspire Skills
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeaws
AutoHelix
LLM-specific samples from AWS Labs; e.g. AGI ingestion patterns.
awslabs
Apache-2.0 - Harvestedfreeaws
Automate Image Processing With Amazon Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreegcp
Automlops
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedpaidaws
Autonomous Code Sandbox
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Alucard1718
Unknown - Harvestedpaidoss
Awesome Chatgpt Zh
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
EmbraceAGI
MIT - Harvestedpaidoss
Awesome Langchain
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
kyrolabs
CC0-1.0 - Harvestedfreeaws
Awesome Sagemaker
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Agentic Document Assistant
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Ai Ml Workshop Kr
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Bedrock Langchain Python Cdk
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Do Hyperpod
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedpaidaws
AWS Evidence Layer
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
adog0822
Unknown - Harvestedfreeaws
Aws Genai Llm Chatbot
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Genai Rfpassistant
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Generative Ai Terraform Samples
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidaws
Aws Instructor Agent
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
ihatesea69
MIT - Harvestedfreeaws
Aws Kr Startup Samples
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Lambda Docker Serverless Inference
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Ml Jp
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Aws Smart Product Onboarding
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Azd Ai Starter
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azd Aistudio Starter
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azd Starter Bicep
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedfreeazure
Azd Starter Terraform
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedfreeazure
Azure Ai Foundry Whatsapp Bot
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedfreeazure
Azure Ai Travel Agents
Enterprise multi-agent app: ACA + MCP + LangChain.js + LlamaIndex + Agent Framework. Polyglot agent reference.
Azure-Samples
MIT - Harvestedfreeazure
Azure Dev
The azd CLI itself. Foundational: every other azd-template depends on this. F-layer essential.
Azure
MIT - Harvestedfreeazure
Azure Language OpenAI Conversational Agent Accelerator
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Assistant Javascript
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Chat Frontend
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Entity Extraction
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Keyless Go
Subset of azd-templates with explicit AI focus; catches RAG, agents, voice, doc-intel.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Keyless Js
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Keyless Python
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Openai Rag Workshop
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Redis Dalle Semantic Caching
Subset of azd-templates with explicit AI focus; catches RAG, agents, voice, doc-intel.
Azure-Samples
MIT - Harvestedfreeazure
Azure Search Openai Demo
Canonical Azure RAG: hybrid retrieval + Azure OpenAI + Bicep + azd template. The reference every other RAG sample is benchmarked against.
Azure-Samples
MIT - Harvestedfreeazure
Azure Search Openai Demo Csharp
C# port of the canonical Azure RAG demo. Same architecture, .NET ecosystem.
Azure-Samples
MIT - Harvestedfreeazure
Azure Search Openai Demo Java
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azure Search Openai Javascript
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azureai Samples
Official community-driven Azure AI examples. The breadth catalog under the Azure AI Foundry umbrella.
Azure-Samples
MIT - Harvestedfreeazure
Azureai Travel Agent Python
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Azurekorea
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedfreeazure
AzureOpenAI With APIM
Auto-configure APIM in front of Azure OpenAI. Zero-trust pattern; Azure Government compatible.
microsoft
MIT - Harvestedfreeaws
Bedrock Access Gateway
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Bedrock Agent Carpart Lookup
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Bedrock Chat
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Bedrock Claude Chatbot
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Bedrock Engineer
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Bedrock Kb Rag Workshop
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidaws
Bezon
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
aditya000099
Unknown - Harvestedfreeazure
Bindings Dapr Csharp Cron Postgres
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedfreeazure
Bindings Dapr Nodejs Cron Postgres
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedpaidoss
Botpress
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
botpress
MIT - Harvestedfreeazure
Build 2025 Demos
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
Unknown - Harvestedfreeaws
Build Intelligent Ai Voice Agents With Pipecat And Amazon Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Unknown - Harvestedfreeazure
Build26 BRK201 Multi Agent Patterns In Vs Code You Wont Learn From Docs
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK204 What We Learned Shipping Vs Code Weekly Without Breaking Everything
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK205 Aspire For Agents Transform How You Build And Deploy Distributed Apps
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK206 Your Agent Anywhere Multiclient Multidevice With Github Copilot Sdk
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK221 Idea To Production Ready Agent In Seconds On Ai Native Runtime
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK222 The Honest Practitioners Take On Agentic Ai On Kubernetes
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK231 Deploy Observe Learn Reinforcement Learning For Production Agents
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK240 Build Context Aware Agents From Data To Decisions
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK241 From Prototype To Production Build And Run Agents At Scale
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK242 Turn Your Agents Into Action Connect Tools Apis And Documents
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK243 Claw And Agent Harness In Microsoft Foundry
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK247 Scott And Mark Learn How Agents Reshape Software Engineering
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 BRK252 From Observability To Roi For Ai Agents On Any Framework
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM300 Supercharged Profiling Finding Performance Bugs With Agents
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM312 Multi Agents In Action With 3 Ai Agents 3 Frameworks Tools Models
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM331 Turn Apis Tools And Data Into Real Agent Velocity
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM332 From Zero To Teammate In 25 Minutes Build A Teams Agent Live
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM334 Build Agents Where Work Happens Chats Channels And Meetings In Microsoft Teams
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM341 Any Agent Any Cloud Standardized Tracing With Foundry And Opentelemetry
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 DEM364 Simplify App Dev With Cloud Native Postgresql In Azure Horizondb
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 OD819 Real Time Intelligence Building Event Driven Ai Apps And Agents
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Build26 OD820 Designing Reliable Multi Agent Apps With Azure Cosmos Db
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedfreeazure
Build26 OD852 Powering Enterprise Grade Ai Agents With Windows 365 For Agents
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeaws
Building Genai Applications With Golang
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidaws
Businessdirectory
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
RedonaNova
Unknown - Harvestedpaidgcp
Bye Sub
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
vero-code
MIT - Harvestedfreeazure
Call Center Voice Agent Accelerator
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Cbilling
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Liberxue
Apache-2.0 - Harvestedpaidgcp
Chaigent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
fmind
MIT - Harvestedpaidoss
Chainlit
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
Chainlit
Apache-2.0 - Harvestedfreeazure
Chat With Your Data Solution Accelerator
Production-grade RAG with best practices baked in. Goes deeper than the demo on enterprise concerns.
Azure-Samples
MIT - Harvestedpaidaws
Chatops Incident Agent
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
OmerEdry
MIT - Harvestedpaidaws
Chrome Ai
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
jesamkim
Apache-2.0 - Harvestedpaidgcp
Cityguardai
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
rudra496
MIT - Harvestedpaidaws
Clanker
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
bgdnvk
MIT - Harvestedfreeazure
Claude
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Claude Ops
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Lifecycle-Innovations-Limited
MIT - Harvestedpaidaws
Clavis
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
sayik
Unknown - Harvestedpaidgcp
Clutch The Last Minute Life Saver
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Paaarthiv
MIT - Harvestedpaidgcp
Codeguard
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
manojmallick
MIT - Harvestedpaidoss
Codeinterpreter Api
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
shroominic
MIT - Harvestedfreeaws
Codeknit
LLM-specific samples from AWS Labs; e.g. AGI ingestion patterns.
awslabs
Apache-2.0 - Harvestedfreeazure
Cognitive Services Speech Sdk
Cross-language Speech SDK samples (C#, Python, JS, Java, etc.). The canonical voice-IO reference.
Azure-Samples
MIT - Harvestedfreeazure
Cognitive Speech TTS
Custom neural voice + TTS samples. Speech-synthesis depth covering prosody, transformers, traditional TTS.
Azure-Samples
Unknown - Harvestedfreeaws
Comfyui On Amazon Sagemaker
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreegcp
Computer Use Preview
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeaws
Connect Contact Flow Comparison Github Action
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Content Processing Solution Accelerator
Doc-intel + schema extraction over multi-modal content. Foundry + AI Content Understanding + Cosmos.
microsoft
MIT - Harvestedfreeazure
Contoso Chat
End-to-end Prompty + Foundry RAG with evals + LLMOps + GitHub Actions deployment. The 'production chat' archetype.
Azure-Samples
MIT - Harvestedfreeazure
Contoso Creative Writer
Multi-agent creative writing showcase. Azure AI Agent Service + AI Search + Bing grounding.
Azure-Samples
MIT - Harvestedfreeazure
Contoso Real Estate
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Conversational Ai Assistant Multi Route Chain
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Conversational Azure OpenAI Accelerator
ChatGPT-powered customer support (Zammo.ai partner). Voice + text channels + telephony integration.
MSUSAzureAccelerators
Unknown - Harvestedfreeaws
Convert Gpt Text Prompts To Amazon Bedrock Llm Prompts
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreegcp
Cookbook
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
Copilot Studio With Azure AI Search
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreegcp
Cortex Framework
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
GoogleCloudPlatform
Apache-2.0 - Harvestedpaidoss
Coze Loop
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
coze-dev
Apache-2.0 - Harvestedfreegcp
Crewai Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeaws
Custom Lens Wa Hub
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Custom Web Experience With Amazon Q Business
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreegcp
Cymbal Air Toolbox Demo
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeaws
Data Insights With Amazon Q Business
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidaws
DBT Athena With Kafka
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Gaurav0807
Unknown - Harvestedpaidoss
Decepticon
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
PurpleAILAB
Apache-2.0 - Harvestedpaidaws
Decyra
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
nikwilldoit
MIT - Harvestedpaidoss
Deepagents
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langchain-ai
MIT - Harvestedpaidoss
Deer Flow
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
bytedance
MIT - Harvestedfreeaws
Deploy Langfuse On Ecs With Fargate
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreegcp
Deprecated Generative Ai Android
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Deprecated Generative Ai Dart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Deprecated Generative Ai Js
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Deprecated Generative Ai Python
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Deprecated Generative Ai Swift
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Unknown - Harvestedpaidgcp
Deskmate
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
parapinich
Unknown - Harvestedpaidaws
Devops Ai Guidelines
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
VersusControl
MIT - Harvestedpaidaws
Devops Ai Workflows
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
23seriy
MIT - Harvestedpaidgcp
Devops Assistant Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
DerbSwag
MIT - Harvestedpaidgcp
DevPath Navigator
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
muroshima
Apache-2.0 - Harvestedfreeazure
Digital Experience Solution Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedpaidgcp
Digital Persona
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Kshitijm7
Apache-2.0 - Harvestedfreegcp
Disco Rl
DeepMind research-grade samples; high quality, lower volume. Strategic for 'foundation model' fruits.
google-deepmind
Apache-2.0 - Harvestedfreeazure
Discussions
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
MIT - Harvestedfreeazure
Doc Intelligence In A Box
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Documentdb Mcp
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Doodle To Code
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
CC-BY-4.0 - Harvestedfreeaws
Dotnet Aiml Samples
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
DotNET FrontEnd To BackEnd On Azure Container Apps
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Draw An App
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidaws
Drishti Marketing Os Showcase
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Vaibhav-Singh2
Unknown - Harvestedfreeazure
Drug Therapy Risk Prediction Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
Unknown - Harvestedfreeazure
Durable Functions Order Processing
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidgcp
Dynacompliance Starter
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
manojmallick
MIT - Harvestedfreeaws
Easy Model Deployer
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Ec Genai Demo
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidoss
Eino
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
cloudwego
Apache-2.0 - Harvestedfreeaws
Embodied Chess Demo With Amazon Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Apache-2.0 - Harvestedpaidgcp
EnerGreen AI Powered And IoT Based Green Energy Consumption Monitoring System
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
CryoYohan
MIT - Harvestedfreeaws
Esg Compliance Report Processor
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeazure
EShopLite
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidgcp
Event Boost
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
mikaelaldy
MIT - Harvestedfreegcp
Example Chat App
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeaws
Extract Medical Insights From Amazon Healthlake With Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Apache-2.0 - Harvestedfreeaws
File Tagger With Llms
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidaws
Financial Agent
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
schen9999
Unknown - Harvestedfreeaws
Fine Tune Embedding Models On Sagemaker
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeazure
Fine Tuning
Fine-tuning examples + sample datasets. Foundry's authoritative fine-tune reference.
microsoft-foundry
MIT - Harvestedfreeaws
Finetune Bge Embeddings Blog
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Flint Chart
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedpaidoss
Flowise
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
FlowiseAI
Unknown - Harvestedfreeazure
ForBeginners
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeazure
Forgebook
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
MIT - Harvestedfreeaws
Fortuna
AWS Labs (research-grade) AI samples. Often more advanced than aws-samples.
awslabs
Apache-2.0 - Harvestedfreeaws
Foundation Model Benchmarking Tool
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Foundational Llm Chat
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Foundry Agent Lab
Progressively complex agent demos with how-it-works narratives. Pedagogical agent reference.
microsoft-foundry
MIT - Harvestedfreeazure
Foundry Agent Webapp
Copilot-enabled agent webapp with Entra ID auth + Foundry Agents integration. Identity-aware agent UX.
microsoft-foundry
MIT - Harvestedfreeazure
Foundry Local Lab
Foundry Local workshop — local AI without cloud. RAG + agents in Python/JS/C# offline.
microsoft-foundry
MIT - Harvestedfreeazure
Foundry Mcp Playground
Experimental Foundry MCP playground. Early-access surface for MCP-via-Foundry exploration.
microsoft-foundry
MIT - Harvestedfreeazure
Foundry Samples
Canonical Microsoft Foundry samples embedded in official docs. Living source of truth.
microsoft-foundry
MIT - Harvestedfreeazure
Foundry Toolkit For VSCode Lab
Hands-on workshop: build, test, deploy single + multi-agent Foundry Hosted Agents from VS Code.
microsoft-foundry
MIT - Harvestedfreegcp
Fraudfinder
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
FrontierWeekHack
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeaws
Fullstack Solution Template For Agentcore
AWS Labs (research-grade) AI samples. Often more advanced than aws-samples.
awslabs
Apache-2.0 - Harvestedfreeaws
Function Calling Using Amazon Bedrock Anthropic Claude 3
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
Apache-2.0 - Harvestedfreeazure
Function Python Ai Langchain
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Function Python Ai Openai Chatgpt
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Functions Quickstart Dotnet Azd
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Functions Quickstart Powershell Azd
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Functions Quickstart Python Http Azd
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidoss
Gateway
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
Portkey-AI
MIT - Harvestedfreegcp
Gcc Creative Studio
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreegcp
Gemini Android Computer Use Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Api Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Cli
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Cli Action
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Fullstack Langgraph Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Image Editing Nextjs Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Live Api Examples
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Unknown - Harvestedfreegcp
Gemini Managed Agents Templates
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Gemini Skills
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedpaidgcp
Gemini Social Asset
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
yangyang-how
Unknown - Harvestedpaidgcp
Gemscout
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
DavidDiazMerino
MIT - Harvestedfreeaws
Gen Ai Evaluation Toolkit On Aws
LLM-specific samples from AWS Labs; e.g. AGI ingestion patterns.
awslabs
Apache-2.0 - Harvestedfreeaws
Gen Ai Video Short Form Generator
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidoss
GenAI Agents
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
NirDiamant
Unknown - Harvestedpaidaws
GenAI DrawIO Creator
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
tuoxie2046
Apache-2.0 - Harvestedfreegcp
Genai Factory
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreegcp
Genai For Marketing
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeaws
Genai Knowledge Capture
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreegcp
Genai Processors
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreegcp
Genai Product Catalog
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Unknown - Harvestedfreeaws
Genai System Evaluation
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreegcp
Generative Ai
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeaws
Generative Ai Cdk Constructs
LLM-specific samples from AWS Labs; e.g. AGI ingestion patterns.
awslabs
Apache-2.0 - Harvestedfreeaws
Generative Ai Cdk Constructs Samples
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
Apache-2.0 - Harvestedfreeazure
Generative Ai For Beginners
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeazure
Generative AI For Beginners Dotnet
.NET-first GenAI fundamentals. Anchor for the Microsoft enterprise developer segment.
microsoft
MIT - Harvestedfreeaws
Generative Ai Ml Latam Samples
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Generative Ai Newsletter App
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT - Harvestedfreeaws
Generative Ai On Amazon Sagemaker
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Generative Ai On Aws Immersion Day
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Generative Ai Sagemaker Cdk Demo
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Generative Ai Use Cases
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Generative Ai With Javascript
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeaws
Generative Bi Using Rag
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeazure
Get Started With Ai Agents
Basic AI Foundry agent web-app starter. The 'hello world' for Azure AI agents.
Azure-Samples
MIT - Harvestedfreeazure
Get Started With Ai Chat
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Ghosthunter
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
avinash-matrixgard
AGPL-3.0 - Harvestedfreegcp
Google Cloud Abap
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
GPT RAG
Enterprise-secure GPT RAG reference. Network isolation + Bicep + scaled-out architecture.
Azure
MIT - Harvestedpaidoss
GPTCache
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
zilliztech
MIT - Harvestedfreeazure
Graphrag Accelerator
One-click GraphRAG on Azure. Novel topology beyond vanilla vector RAG — knowledge graph + LLM.
Azure-Samples
MIT - Harvestedfreeazure
Hands On Lab Azure Functions Flex Openai
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedpaidoss
Hands On Llms
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
iusztinpaul
MIT - Harvestedpaidoss
Headroom
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
headroomlabs-ai
Apache-2.0 - Harvestedfreeazure
Healthcare Agent Orchestrator
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidoss
Helicone
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
Helicone
Apache-2.0 - Harvestedpaidgcp
Hermes Anywhere
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
paras200
MIT - Harvestedpaidgcp
Hermes Skill Imagen Vertex
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
SC32br
Unknown - Harvestedpaidgcp
Hermes Skill Veo Vertex
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
SC32br
Unknown - Harvestedpaidoss
Honcho
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
plastic-labs
AGPL-3.0 - Harvestedfreeazure
Hosted Agents Workshop DotNET
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedfreeazure
Ignite25 PREL13 Observe Manage And Scale Agentic Ai Apps With Microsoft Foundry
Broader microsoft org Azure-OpenAI samples beyond Azure-Samples; e.g. content-processing-accelerator.
microsoft
MIT - Harvestedfreeaws
Improve Employee Productivity Using Genai
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Improve Public Speaking Skills Using A Genai Based Virtual Assistant With Amazon Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidgcp
Incidentiq
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
manojmallick
MIT - Harvestedfreeaws
Inference Audiocraft Musicgen On Amazon Sagemaker
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Information Extraction Using Anthropic Function Calling On Bedrock Cdk
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidaws
Insideout Power
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
luthersystems
Apache-2.0 - Harvestedfreeazure
Intelligent App Workshop
Agent Framework + Foundry immersive workshop. Showcase of integrating foundation models into product experiences.
Azure
MIT - Harvestedfreeazure
Intelligent Document Processing Accelerator
Document workflow automation: classify, extract, route. The doc-process-automation industry vertical.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Intelligent Supply Chain Management
Supply-chain forecasting + inventory optimization with Ray on AKS. Industry-retail vertical anchor.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Iq Series
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedpaidaws
IronShift Assistant
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Clavel-AI
MIT - Harvestedfreeazure
Java On Aca
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Jira Ticket Classification
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreegcp
Journal With Gemini
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedpaidoss
Langchain
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langchain-ai
MIT - Harvestedpaidoss
Langchain Chatchat
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
chatchat-space
Apache-2.0 - Harvestedpaidoss
LangChain ChatGLM Webui
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
X-D-Lab
Apache-2.0 - Harvestedpaidoss
LangChain Chinese Getting Started Guide
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
liaokongVFX
Unknown - Harvestedpaidoss
Langchain Mcp Adapters
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langchain-ai
MIT - Harvestedpaidoss
Langchain4j
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langchain4j
Apache-2.0 - Harvestedpaidoss
Langchaingo
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
tmc
MIT - Harvestedpaidoss
Langfuse
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langfuse
Unknown - Harvestedpaidoss
Langgraph
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
langchain-ai
MIT - Harvestedpaidgcp
Launchroom Rapid Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
voidd0
MIT - Harvestedpaidoss
LazyLLM
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
LazyAGI
Apache-2.0 - Harvestedpaidoss
LEANN
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
StarTrail-org
MIT - Harvestedpaidaws
Lets Video
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
leonleerl
Unknown - Harvestedpaidoss
Litellm
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
BerriAI
Unknown - Harvestedfreegcp
Live Api Web Console
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedpaidgcp
Live Race Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
kamdinshafiepour
Unknown - Harvestedpaidoss
Llama Cookbook
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
meta-llama
MIT - Harvestedfreeazure
Llama Index Javascript
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Llama Index Python
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Llm Apps Workshop
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedpaidoss
Llm Graph Builder
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
neo4j-labs
Apache-2.0 - Harvestedpaidoss
Llm Scraper
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
mishushakov
MIT - Harvestedpaidoss
Llm Universe
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
datawhalechina
Unknown - Harvestedpaidaws
Lowkey
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
inceptionstack
Apache-2.0 - Harvestedpaidaws
M2m Ai Agents On Aws Bedrock
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Devalent
Unknown - Harvestedfreeaws
Manage Access Control In Generative Ai Powered Search Applications
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeazure
Markitdown
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
microsoft
MIT - Harvestedfreeazure
Mattergen
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedpaidoss
MaxKB
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
1Panel-dev
GPL-3.0 - Harvestedfreeazure
Mcp Agent Langchainjs
Serverless MCP agent using LangChain.js. Burger-ordering reference for MCP + agents.
Azure-Samples
MIT - Harvestedpaidaws
Mcp Cloudwatch Explorer
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
sarteta
MIT - Harvestedfreeazure
Mcp Foundry
MCP server for Azure AI Foundry. The bridge between Cursor/Claude users and Foundry resources.
microsoft-foundry
MIT - Harvestedpaidoss
Mirage
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
strukto-ai
Apache-2.0 - Harvestedfreeazure
Miyagi
Copilot stack showcase: Semantic Kernel, agents, Llama, Phi, prompt flow, TaskWeaver, TypeChat.
Azure-Samples
Unknown - Harvestedpaidoss
Mlflow
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
mlflow
Apache-2.0 - Harvestedfreeaws
Mlops Multi Account Terraform
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreegcp
Mlops With Vertex Ai
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeazure
Model Mastery
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
MIT - Harvestedfreeazure
Model Router Auto Evaluation
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
MIT - Harvestedpaidgcp
Monet
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
tworiver0931
MIT - Harvestedpaidgcp
Movie Mood Matcher
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
anirban94chakraborty
Unknown - Harvestedfreeazure
Msdocs Django Postgresql Sample App
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Msdocs Flask Postgresql Sample App
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
MSUSAzureAccelerators.github.io
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Multi Agent Reference Architecture
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeaws
Multi Interface Chatbot Using Amazon Q And Slack With CloudFront Clickable References
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Multi Modal Chatbot With Advanced Rag
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Multi Model Server
AWS Labs (research-grade) AI samples. Often more advanced than aws-samples.
awslabs
Apache-2.0 - Harvestedfreeaws
Multimodal Rag On Slide Decks
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidgcp
My Credentials
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
VojislavMiloradovic
Unknown - Harvestedpaidgcp
N8n Beauty Clinic AI Assistant
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
raghad595
Unknown - Harvestedfreegcp
Nano Banana Hackathon Kit
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
Near Real Time Fraud And Compliance Analytics Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Netai Chat With Your Data
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
New Foundry Portal
Newest Microsoft Foundry samples (MCP, hosted agents, Foundry Local). Live source of truth for Foundry features.
microsoft-foundry
Unknown - Harvestedfreeaws
News Clustering And Summarization
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidaws
Nimbus
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
hritvikgupta
Unknown - Harvestedpaidoss
Openagent
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
the-open-agent
Apache-2.0 - Harvestedfreeazure
Openai
Notebooks complementing the OpenAI cookbook. Long-tail samples across modalities and patterns.
Azure-Samples
MIT - Harvestedfreeazure
Openai Chat App Entra Auth Builtin
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Openai Chat App Quickstart
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Openai Chat Vision Quickstart
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Openai Plugin Fastapi
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Openai Secure Ui Js
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Openclaw Ai Agent Setup
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
igulshansharma21
Unknown - Harvestedpaidaws
Openclaw Ec2 Cdk
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
MacksMind
MIT - Harvestedpaidaws
Openclaw Setup
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
mohsinkhadim59
Unknown - Harvestedpaidoss
Opik
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
comet-ml
Apache-2.0 - Harvestedpaidgcp
Ops Whisperer Google Cloud
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Veena-K-Venugopal
Unknown - Harvestedfreeazure
Overdose Prevention Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedfreeaws
Pace Genai Demos
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Personalized Travel Itinerary Planner
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidgcp
Phantom Runtime Lite
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
vuln-alerts
Apache-2.0 - Harvestedpaidoss
Phoenix
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
Arize-ai
Unknown - Harvestedfreeazure
Pizza Mcp Agents
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Pranillama
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Pranillama
Unknown - Harvestedpaidgcp
Proactive Supply Chain Disruption Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Smit-Parekh
MIT - Harvestedpaidoss
Prompt Engineering
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
NirDiamant
Unknown - Harvestedfreeazure
Prompty
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreegcp
Proxy To Gemini
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
Pubsub Dapr Csharp Servicebus
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Apache-2.0 - Harvestedfreeazure
Pubsub Dapr Nodejs Servicebus
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Pubsub Dapr Python Servicebus
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedpaidaws
Push Job
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
TushaeBXN
Unknown - Harvestedfreeazure
PyRIT
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeazure
Python Ai Agent Frameworks Demos
Side-by-side Python agent frameworks (Semantic Kernel, AutoGen, LangChain, LlamaIndex). Framework comparison anchor.
Azure-Samples
MIT - Harvestedpaidaws
Qovery Migration Ai Agent
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
Qovery
MIT - Harvestedfreeaws
Query Databases With Natural Language
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedpaidgcp
Raceai Gcp
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
kamdinshafiepour
Unknown - Harvestedfreeazure
Rag Postgres Openai Python
RAG over Postgres rows with pgvector + Container Apps + FastAPI. Database-native RAG path.
Azure-Samples
MIT - Harvestedpaidoss
RAG Techniques
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
NirDiamant
Unknown - Harvestedfreeazure
Rag Time
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeaws
Rag Using Langchain Amazon Bedrock And Opensearch
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Bedrock And Documentdb
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Bedrock And Memorydb
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Bedrock And Opensearch
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Bedrock And Pgvector
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Opensearch And Sagemaker
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Amazon Opensearch Serverless And Sagemaker
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeaws
Rag With Human Support
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedpaidaws
Realty AI Experts
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
LogicMason5
Unknown - Harvestedfreeaws
Reducing Hallucinations In LLM Agents With A Verified Semantic Cache
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidgcp
Regpipeline
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
manojmallick
MIT - Harvestedfreeazure
Reliable Web App Pattern Dotnet
WAF-aligned reliable web app reference (.NET). Anchors the cost/reliability/security pillars for cloud-native apps.
Azure
MIT - Harvestedfreeazure
Reliable Web App Pattern Java
Enterprise patterns (landing zones, reliable-web-app, GPT-RAG) from the Azure org itself.
Azure
MIT - Harvestedfreeaws
Remote Swe Agents
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
Repoclassbench
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeazure
Risk Classification And Loan Modeling Accelerator
Predictive loan-risk modeling with Synapse + ML. Industry-finance second vertical anchor.
MSUSAzureAccelerators
MIT - Harvestedfreegcp
Robotics Samples
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeaws
Rss Aggregator Using Cohere Embeddings Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker 101 Workshop
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
Unknown - Harvestedfreeaws
Sagemaker Custom Project Templates
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker End To End Workshop
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker Feature Store Real Time Recommendations
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker Rl Energy Storage System
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker Run Notebook
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
Apache-2.0 - Harvestedfreeaws
Sagemaker Ssh Helper
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker Studio Custom Image Samples
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sagemaker Studio Image Build Cli
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentcore Deep Research
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentcore Memory Openclaw
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentcore Websearch Agent Skill
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Ai Demos
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Cost Optimizer
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Delegation
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Form Filling
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Insurance Claims Processing Demo
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Retail Dynamic Pricing Demo
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Agentic Tax Calculator
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Ai Powered Sdlc Patterns With Aws
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Aiml Security Assessment
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Aiops On Amazon Sagemakerai
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Amazon Bedrock 5g Signaling Trace Analyzer
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Amazon Bedrock Agentcore Fullstack Webapp
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Amazon Bedrock For Beginners
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Amazon Bedrock Global Cris
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Amazon Connect Health Unified Clinical Workflow
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Assess Workbench
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Automated Reasoning Formalization
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Aws Bedrock Rag Govcloud Cdk Python
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Aws Health Agentic Assistant
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Aws Idp Pipeline
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Unknown - Harvestedfreeaws
Sample Backup Assistant With Ai Agents
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bda Redaction
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Unknown - Harvestedfreeaws
Sample Bedrock Agent Powertools For Aws
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bedrock Agentcore Twilio Agent Connect Reference
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bedrock Deep Researcher
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bedrock Insights
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bedrock Invocation Analytics
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Bedrock Knowledge Base Drift Detection
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Browser Order Automation Agentcore
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Building Mcp Servers With Rust
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Capacity Finder For Ec2 Capacity Block And Sagemaker Training Plan
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
Unknown - Harvestedfreeaws
Sample Certs Cli Quiz App
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Chatbot For Bedrock Knowledge Base And Multimodal Llms
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Claude Code Multi Model
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Cloud Spend Mcp Server
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Compliance Assistant With Agents
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Connector For Bedrock
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Cost Analyzer Agent
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Document Processing With Amazon Bedrock Data Automation
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Durable Multi Agent Step Functions Agentcore
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Ecs Mcp Server
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Evaluating Agents On Aws With Strands And Agentcore
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample File Operations With Strands Agents
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Fraud Investigation Assistance Using Aws Bedrock Strandsagents Mcp
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Frictionless Insurance Advisor
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Gen Ai Evaluations Workshop
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Genai On Eks Starter Kit
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Genai Reflection For Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Getting Started With Amazon Agentcore
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Getting Started With Strands Agents Course
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Industryllm Mlops
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
Apache-2.0 - Harvestedfreeaws
Sample Kiro Flock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
Unknown - Harvestedfreeaws
Sample Litellm Bedrock Gateway On Eks
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Llm Search Citation Analysis With Amazon Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Mcp Workflow Orchestrator For Agentcore
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Multimodal Agent Tutorial
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Object Detection Nova 2 Lite
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Ollama Server
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample On Demand Workflow Orchestrator
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Openclaw Multi Tenant Platform
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Practical Generative Ai On Aws Book
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Pricing Assistant For Aws
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Rca Deep Investigations
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Scribe Ai
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Serverless Bedrock Idp
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Simple Bedrock Proxy Enterprise
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Smart Prescription Reader
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Stateful Agentic Ai Workflows Aurora Mcp Agentcore
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Strands Agentcore Starter
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Strands Agents Chat
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Video Demo Generator System
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Video Generation On Amazon Sagemaker
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Voice Ai Multilingual Helpdesk Amazon Connect
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Voicebot Nova Sonic
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Well Architected Acceleration With Generative Ai
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Sample Why Agents Fail
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidgcp
Sanba
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
godhuu0505
MIT - Harvestedfreeaws
Semantic Image Search For Articles
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Semi Structured Data Processing With Amazon Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeazure
Serverless Chat Langchainjs
Serverless RAG with LangChain.js + Azure Functions + MongoDB. JavaScript-first RAG path.
Azure-Samples
MIT - Harvestedfreeazure
Serverless Chat Langchainjs Purview
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Serverless Genai Food Analyzer App
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Serverless Rag Demo
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedpaidaws
Serverlessclaw
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
serverlessclaw
MIT - Harvestedpaidaws
Servonaut
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
zb-ss
MIT - Harvestedfreeazure
Simplechat
Secure RBAC chat with docs/video/audio. Personal + group workspaces. Modular feature extension model.
microsoft
Unknown - Harvestedfreeaws
Simplified Corrective Rag
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Simplify Natural Language Query With Anthropic Claude On Amazon Bedrock
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreegcp
Simulation Streams
DeepMind research-grade samples; high quality, lower volume. Strategic for 'foundation model' fruits.
google-deepmind
Apache-2.0 - Harvestedfreeaws
Sm Kornlp
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeazure
Smart Spaces Sustainability Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
Unknown - Harvestedfreegcp
Solutions Genai Llm Workshop
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreeaws
Sound Anomaly Detection For Manufacturing
SageMaker training + deployment samples. High bar — only 200+ stars to filter out tutorials.
aws-samples
MIT-0 - Harvestedfreeazure
SouthReusableAssets
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedfreeazure
Sovereign Chat Experience Starter
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Spec To Agents
Multi-agent event-planning workflow combining Semantic Kernel + AutoGen patterns via Agent Framework.
microsoft
MIT - Harvestedfreegcp
Starter Applets
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedfreeazure
STATE Bench
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedpaidoss
SurfSense
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
MODSetter
Unknown - Harvestedfreeazure
Sustainable Smart Buildings HackInBox
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
Unknown - Harvestedfreeazure
Svc Invoke Dapr Csharp
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedfreeazure
Svc Invoke Dapr Nodejs
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
Unknown - Harvestedpaidoss
Swarms
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
kyegomez
Apache-2.0 - Harvestedfreeaws
Tailoring Foundation Models For Business Needs Guide To Rag Fine Tuning Hybrid Approaches
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedpaidoss
TaskingAI
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
TaskingAI
Apache-2.0 - Harvestedfreeazure
TaskWeaver
Microsoft agent solution repositories, including new accelerator patterns that predate catalog-specific topic tagging.
microsoft
MIT - Harvestedpaidgcp
TaxEase.AI Vertex AI Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
VishalTheHuman
MIT - Harvestedfreeaws
Techniques For Automatic Summarization Of Documents Using Language Models
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Text Embeddings Pipeline For Rag
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeaws
Text To Sql Bedrock Workshop
RAG-specific patterns; cross-cloud equivalents for the 'no hidden competitors' doctrine.
aws-samples
MIT-0 - Harvestedfreeaws
Text To Sql With Bedrock Lambda And Snowflake
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
TimeCraft
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeazure
Todo Csharp Cosmos Sql
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Csharp Sql
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Nodejs Mongo
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Nodejs Mongo Aca
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Nodejs Mongo Aks
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Nodejs Mongo Terraform
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Python Mongo
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Python Mongo Aca
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeazure
Todo Python Mongo Terraform
Microsoft-canonical azd-template samples. Anchors the catalog; ~60 hits on 2026-05-24.
Azure-Samples
MIT - Harvestedfreeaws
Uncovering Hidden Connections In Unstructured Financial Data
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Unified Kg Rag On Aws
LLM-specific samples from AWS Labs; e.g. AGI ingestion patterns.
awslabs
Apache-2.0 - Harvestedpaidoss
Unstructured
LangChain ecosystem — 1000+ stars filters to substantial integrations + templates.
Unstructured-IO
Apache-2.0 - Harvestedfreegcp
Veo 3 Nano Banana Gemini Api Quickstart
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedpaidaws
Versus Incident
Cross-org topic search for agentic patterns on AWS — picks up partner + community accelerators.
VersusControl
MIT - Harvestedfreegcp
Vertex Ai Creative Studio
Vertex AI platform samples — orchestration, training, deployment patterns.
GoogleCloudPlatform
Apache-2.0 - Harvestedfreegcp
Vertex Ai Samples
Google-canonical generative AI notebooks + samples. The anchor for GCP variety.
GoogleCloudPlatform
Apache-2.0 - Harvestedpaidgcp
VertexAI2BigQuery
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
allanreda
GPL-3.0 - Harvestedfreeazure
Video Agents Foundry Solution
Subset of azd-templates with explicit AI focus; catches RAG, agents, voice, doc-intel.
Azure-Samples
MIT - Harvestedpaidgcp
Videosense Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
kenny0312
Unknown - Harvestedpaidgcp
VoiceAI Support Dashboard
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
kostasuser01gr
Unknown - Harvestedfreeazure
Voicelive Samples
Speech Service Voice Live API samples. Real-time voice surface beyond the audio SDK.
microsoft-foundry
Unknown - Harvestedpaidgcp
Voyance
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
ibtisamafzal
Unknown - Harvestedpaidgcp
Web3 Repo Risk Review Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
davidweb3-ctrl
MIT - Harvestedfreeaws
Well Architected Iac Analyzer
Broader generative-AI samples from aws-samples; ~80+ hits.
aws-samples
MIT-0 - Harvestedfreeaws
Whats New Summary Notifier
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
MIT-0 - Harvestedfreeazure
WindowsML
Microsoft generative-AI repositories that may not carry the Azure OpenAI topic. Admission remains governed by the shared discovery filter po
microsoft
MIT - Harvestedfreeaws
Winform Amazon Bedrock Document Bot
AWS-canonical Bedrock samples — Claude, Llama, Titan models with RAG + agents.
aws-samples
Apache-2.0 - Harvestedfreeazure
Workplace Intelligence Accelerator
Industry-vertical accelerators (call-center, insurance, supply-chain). Low star bar — long-tail strategic value.
MSUSAzureAccelerators
MIT - Harvestedfreegcp
Workshops
Gemini API reference samples + cookbooks from the Gemini org.
google-gemini
Apache-2.0 - Harvestedpaidgcp
Xbot Ai
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
vero-code
MIT - Harvestedpaidgcp
Yui Agent Cloud Ver
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
itiwoja
Unknown - Harvestedpaidgcp
Zoo Ai Tour Guide
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
Jogesh6895
Apache-2.0 - Harvestedpaidgcp
Zoo Guide Agent
Cross-org topic search for agentic patterns on GCP — picks up partner + community accelerators.
chandanayj
Unknown