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14 changes: 12 additions & 2 deletions docs/ai/ai.md
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- [dair-ai/Prompt-Engineering-Guide](https://github.com/dair-ai/Prompt-Engineering-Guide) - Guides, papers, lecture, notebooks and resources for prompt engineering
- [LLM University](https://cohere.com/llmu)
- [e2b-dev/awesome-ai-agents](https://github.com/e2b-dev/awesome-ai-agents) - A list of AI autonomous agents
- [Hugging Face Learn](https://huggingface.co/learn)

## Articles
- [Reviewing GitHub Copilot by Building a Deck of Cards](https://programmingpercy.tech/blog/reviewing-github-copilot-by-building-deck-of-cards/)
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- [How to Install AutoGPT in Minutes](https://geekflare.com/how-to-install-autogpt/)
- [What Are Transformer Models and How Do They Work?](https://txt.cohere.com/what-are-transformer-models/?twclid=2-6qtbhc5iselai1y94f8am1xxm&fbclid=IwAR1gBV0PNiPHU--HAKWLXMqwbnkiaQQ4oRFbRQ2vNqLy83UlrfbJ0_PbMz4)
- [Running Large Language Models locally – Your own ChatGPT-like AI in C#](https://blog.maartenballiauw.be/post/2023/06/15/running-large-language-models-locally-your-own-chatgpt-like-ai-in-csharp.html)
- [Introducing GPTs](https://openai.com/blog/introducing-gpts)
- [Chat Templates](https://huggingface.co/blog/chat-templates)
- [Introducing Microsoft.Extensions.AI Preview – Unified AI Building Blocks for .NET](https://devblogs.microsoft.com/dotnet/introducing-microsoft-extensions-ai-preview/)
- [GitHub Models and .NET: Building Generative AI apps for engineers](https://devblogs.microsoft.com/dotnet/using-github-models-and-dotnet-to-build-generative-ai-apps/)

## 📺 Videos
- [ChatGPT Might Make Developers Unemployed In A Few Years](https://www.youtube.com/watch?v=C6tRcvY5xZg)
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- [meta-llama/codellama](https://github.com/meta-llama/codellama) - Inference code for CodeLlama models
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
- [deepseek-ai/DeepSeek-Coder-V2](https://github.com/deepseek-ai/DeepSeek-Coder-V2) - DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
- [UKPLab/sentence-transformers](https://github.com/UKPLab/sentence-transformers) - State-of-the-Art Text Embeddings
- [SciSharp/TensorFlow.NET](https://github.com/SciSharp/TensorFlow.NET) - .NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.
- [dotnet/smartcomponents](https://github.com/dotnet/smartcomponents) - Sample intelligent app features provided as reusable .NET components

## Tools
- [zed-industries/zed](https://github.com/zed-industries/zed) - Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.
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- [Pythagora-io/gpt-pilot](https://github.com/Pythagora-io/gpt-pilot) - The first real AI developer
- [microsoft/chat-copilot](https://github.com/microsoft/chat-copilot)
- [All-Hands-AI/OpenHands](https://github.com/All-Hands-AI/OpenHands) - OpenHands: Code Less, Make More
- [Doriandarko/o1-engineer](https://github.com/Doriandarko/o1-engineer) - o1-engineer is a command-line tool designed to assist developers in managing and interacting with their projects efficiently.
- [Doriandarko/claude-engineer](https://github.com/Doriandarko/claude-engineer) - Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks.
- [Doriandarko/RepoToTextForLLMs](https://github.com/Doriandarko/RepoToTextForLLMs) - Automate the analysis of GitHub repositories for LLMs with RepoToTextForLLMs.
- [carlrobertoh/CodeGPT](https://github.com/carlrobertoh/CodeGPT) - The leading open-source AI copilot for JetBrains. Connect to any model in any environment, and customize your coding experience in any way you like.

## Samples
- [Azure-Samples/openai-dotnet-samples](https://github.com/Azure-Samples/openai-dotnet-samples)
- [facebookresearch/llama-recipes](https://github.com/facebookresearch/llama-recipes/) - Examples and recipes for Llama 2 model
- [dotnet/ai-samples](https://github.com/dotnet/ai-samples)

## Books
- [Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG](https://www.amazon.com/Building-LLMs-Production-Reliability-Fine-Tuning/dp/B0D4FFPFW8)
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# Embedding & Vector

## Articles
- [Introducing text and code embeddings](https://openai.com/index/introducing-text-and-code-embeddings/)
- [Embedding models](https://ollama.com/blog/embedding-models)
- [Get Started with Milvus Vector DB in .NET](https://devblogs.microsoft.com/dotnet/get-started-milvus-vector-db-dotnet/)
- [Introducing the ML.NET Text Classification API](https://devblogs.microsoft.com/dotnet/introducing-the-ml-dotnet-text-classification-api-preview/)
- [Introduction to Sentence Transformers](https://www.marqo.ai/course/introduction-to-sentence-transformers)
- [Automate vector search in Postgres with any Hugging Face transformer](https://tembo.io/blog/sentence-transformers)
- [How to use Chroma to store and query vector embeddings](https://stephencollins.tech/posts/how-to-use-chroma-to-store-and-query-vector-embeddings)
- [How to use Milvus to Store and Query Vector Embeddings](https://stephencollins.tech/posts/how-to-use-milvus-to-store-and-query-vector-embeddings)
- [Introduction to Vector Search and Embeddings](https://stephencollins.tech/posts/introduction-to-vector-search-and-embeddings)
- [Code Search with Vector Embeddings: A Transformer's Approach](https://stephencollins.tech/posts/code-search-with-vector-embeddings)

## Videos
- [Vector Database Explained | What is Vector Database?](https://www.youtube.com/watch?v=72XgD322wZ8)
- [OpenAI Embeddings and Vector Databases Crash Course](https://www.youtube.com/watch?v=ySus5ZS0b94)

## Libraries
- [neuml/txtai](https://github.com/neuml/txtai) - All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
- [chroma-core/chroma](https://github.com/chroma-core/chroma) - the AI-native open-source embedding database
- [chroma-core/chroma](https://github.com/chroma-core/chroma) - the AI-native open-source embedding database
- [milvus-io/milvus](https://github.com/milvus-io/milvus) - A cloud-native vector database, storage for next generation AI applications
- [UKPLab/sentence-transformers](https://github.com/UKPLab/sentence-transformers/) - State-of-the-Art Text Embeddings
- [dotnet/smartcomponents](https://github.com/dotnet/smartcomponents) - Sample intelligent app features provided as reusable .NET components
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# ML.Net

## Articles
- [What's new in ML.NET](https://learn.microsoft.com/en-us/dotnet/machine-learning/whats-new/overview)
- [Using Huggingface Transformers with ML.NET](https://rubikscode.net/2021/10/25/using-huggingface-transformers-with-ml-net/)
- [BERT Tokenizers NuGet Package for C#](https://rubikscode.net/2022/09/13/bert-tokenizers-for-ml-net/)

## Libraries
- [dotnet/machinelearning](https://github.com/dotnet/machinelearning) - ML.NET is an open source and cross-platform machine learning framework for .NET.
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# Hugging Face

## Articles
- [Chat Templates](https://huggingface.co/blog/chat-templates)

## Videos
- [Getting Started With Hugging Face in 15 Minutes | Transformers, Pipeline, Tokenizer, Models](https://www.youtube.com/watch?v=QEaBAZQCtwE)
- [What is Hugging Face - Crash Course (No Coding) | ML Products for Beginners](https://www.youtube.com/watch?v=x8gdOPO35HA)
- [What is Hugging Face - Crash Course (No Coding) | ML Products for Beginners](https://www.youtube.com/watch?v=x8gdOPO35HA)

## Libraries
- [huggingface/transformers](https://github.com/huggingface/transformers) - Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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# Models

## Libraries
- [deepseek-ai/DeepSeek-Coder-V2](https://github.com/deepseek-ai/DeepSeek-Coder-V2) - DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
- [deepseek-ai/DeepSeek-Coder-V2](https://github.com/deepseek-ai/DeepSeek-Coder-V2) - DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
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- [Tool support](https://ollama.com/blog/tool-support)
- [Embedding models](https://ollama.com/blog/embedding-models)
- [An entirely open-source AI code assistant inside your editor](https://ollama.com/blog/continue-code-assistant)
- [Use Ollama with any GGUF Model on Hugging Face Hub](https://huggingface.co/docs/hub/en/ollama)

## Videos
- [Importing Open Source Models to Ollama](https://www.youtube.com/watch?v=fnvZJU5Fj3Q)
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## Articles
- [Announcing the stable release of the official OpenAI library for .NET](https://devblogs.microsoft.com/dotnet/announcing-the-stable-release-of-the-official-open-ai-library-for-dotnet/)
- [Introducing GPTs](https://openai.com/blog/introducing-gpts)

## Libraries
- [openai/openai-dotnet](https://github.com/openai/openai-dotnet) - The official .NET library for the OpenAI API
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- [Optimizing SLM with ONNX Runtime: Phi-3 on CPU with Sidecars for App Service](https://azure.github.io/AppService/2024/08/19/Phi-3-ONNX.html)
- [Building Smarter Apps: Integrating Phi-3 SLM with Linux App Service](https://azure.github.io/AppService/2024/08/05/Using-SLM-with-Sidecar.html)
- [Building an Advanced RAG System With Self-Querying Retrieval](https://www.mongodb.com/developer/products/atlas/advanced-rag-self-querying-retrieval/)
- [Demystifying Retrieval Augmented Generation with .NET](https://devblogs.microsoft.com/dotnet/demystifying-retrieval-augmented-generation-with-dotnet/)
- [Building Intelligent Applications with Local RAG in .NET and Phi-3: A Hands-On Guide](https://techcommunity.microsoft.com/t5/educator-developer-blog/building-intelligent-applications-with-local-rag-in-net-and-phi/ba-p/4175721)
- [Bring your AI Copilots to the edge with Phi-3 and Semantic Kernel
](https://arafattehsin.com/ai-copilot-offline-phi3-semantic-kernel/)

## Videos
- [.NET AI Community Standup - Phi-3 & C#: Bringing AI to your .NET Apps](https://www.youtube.com/watch?v=fbojvzHGtkM)
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## Samples
- [NikiforovAll/notebook-agent](https://github.com/NikiforovAll/notebook-agent) - Demonstrates how to use Semantic Kernel and Kernel Memory in a polyglot notebook environment.
- [luisquintanilla/RAGDotnetAIFundamentals](https://github.com/luisquintanilla/RAGDotnetAIFundamentals) - This sample shows how to apply vanilla / simple RAG pattern using .NET fundamentals in the AI ecosystem

## Books
- [Building LLMs for Production: Enhancing LLM Abilities and Reliability with Prompting, Fine-Tuning, and RAG](https://www.amazon.com/Building-LLMs-Production-Reliability-Fine-Tuning/dp/B0D4FFPFW8)
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## Articles
- [What is Semantic Kernel?](https://learn.microsoft.com/en-us/semantic-kernel/overview/)
- [Getting started with Semantic Kernel](https://learn.microsoft.com/en-us/semantic-kernel/get-started/quick-start-guide?pivots=programming-language-csharp)
- [Introducing new Ollama Connector for Local Models](https://devblogs.microsoft.com/semantic-kernel/introducing-new-ollama-connector-for-local-models/)

## Libraries
- [microsoft/semantic-kernel](https://github.com/microsoft/semantic-kernel) - Integrate cutting-edge LLM technology quickly and easily into your apps
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12 changes: 4 additions & 8 deletions docs/cloud-design-patterns/strangler-fig-pattern.md
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# Strangler Fig pattern

## 📕 Articles
# Strangler Fig Pattern

## Articles
- [Strangler Fig pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/strangler-fig)

## 🚀 Samples

- [VisualReCode/Cocoon](https://github.com/VisualReCode/Cocoon)
> An implementation of the Strangler Fig pattern for ASP.NET Core
- [StranglerFigApplication](https://martinfowler.com/bliki/StranglerFigApplication.html)
- [Refactoring Legacy Code with the Strangler Fig Pattern](https://shopify.engineering/refactoring-legacy-code-strangler-fig-pattern)
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- [Strategy Pattern C#](https://codewithshadman.com/strategy-pattern-csharp)
- [C# Design Patterns – Strategy Design Pattern](https://code-maze.com/strategy/)
- [The Strategy Pattern in C#](https://www.exceptionnotfound.net/strategy-pattern-in-csharp/)
- [Implement Custom Logic for Clients using the Strategy and Factory Design Patterns](https://www.codebyamir.com/blog/implement-custom-logic-for-clients-using-strategy-and-factory-design-patterns)
- [Design Pattern Combination – Strategy with Factory Method](https://blog.e-zest.com/design-pattern-combination-strategy-with-factory-method/)
- [Strategy Pattern in ASP.NET Core](https://www.ezzylearning.net/tutorial/strategy-pattern-in-asp-net-core)
- [3 Ways to Implement Strategy Design Pattern in C#](https://levelup.gitconnected.com/3-ways-to-implement-strategy-design-pattern-in-c-a58548d8a4ad)
- [Building a CachedRepository via Strategy Pattern](https://ardalis.com/building-a-cachedrepository-via-strategy-pattern/?utm_sq=glv8x7culc)
- [Strategy Design Pattern In .NET C#](https://levelup.gitconnected.com/strategy-design-pattern-in-net-c-b9dbd863c31e)
- [Advanced Dependency Injection Techniques in ASP.NET Core](https://medium.com/geekculture/advanced-dependency-injection-techniques-in-asp-net-core-3e6e9e0c541a)
## 📺 Videos

## 📺 Videos
- [SOLID Principles for C# Developers](https://www.pluralsight.com/courses/csharp-solid-principles)

## 🚀 Samples

- [WestDiscGolf/StrategyPatternExample](https://github.com/WestDiscGolf/StrategyPatternExample)
- [Dashell/strategy-pattern-dotnetcore](https://github.com/Dashell/strategy-pattern-dotnetcore)

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- [Apache Kafka - 2022 Edition [.NET 6 Consumer and Producer, Docker containerized Kafka services]](https://www.youtube.com/watch?v=A4Y7z6wFRk0)
- [ASP.NET Producer for Apache Kafka - 2022 Edition [Multiple partitions and ASP.NET Producer]](https://www.youtube.com/watch?v=FzufaOUdA10)
- [Event-driven integration #5 - Quick intro to Apache Kafka [ASPF02O|E044]](https://www.youtube.com/watch?v=tUzCxZdKEr4)
- [Event-driven integration #6 - Publishing events (feat. Apache Kafka) [ASPF02O|E045]](https://www.youtube.com/watch?v=T2Dy7cH486c&t=41s)
- [Event-driven integration #6 - Publishing events (feat. Apache Kafka) [ASPF02O|E045]](https://www.youtube.com/watch?v=T2Dy7cH486c)
- [Building Scalable Real Time Event Processing with Kafka and Flink](https://doordash.engineering/2022/08/02/building-scalable-real-time-event-processing-with-kafka-and-flink/)
- [Apache Kafka in 1 hour for C# Developers - Guilherme Ferreira - Copenhagen DevFest 2023](https://www.youtube.com/watch?v=E07CGvGVal8)
- [Kafka for .NET Developers - Ian Cooper - NDC Oslo 2024](https://www.youtube.com/watch?v=tIZC70Swfwk)

## 📦 Libraries
- [confluentinc/confluent-kafka-dotnet/](https://github.com/confluentinc/confluent-kafka-dotnet/) - Confluent's Apache Kafka .NET client
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## 📕 Articles
- [Improving Application Availability: The Basics](https://medium.com/ssense-tech/improving-application-availability-the-basics-f6c3365235fc)
- [Improving Application Availability: Redundancy and Persistence](https://medium.com/ssense-tech/improving-application-availability-redundancy-and-persistence-e68d1f891dc4)
- [Improving Your Application Availability — Graceful Degradation and Asynchronous Processing](https://medium.com/ssense-tech/improving-your-application-availability-graceful-degradation-and-asynchronous-processing-c4356eb5dc07)
- [Deployment stamps pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/deployment-stamp)
- [Geodes Pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/geodes)
- [Health Endpoint Monitoring Pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/health-endpoint-monitoring)
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- [Throttling Pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/throttling)
- [Queue-Based Load Leveling Pattern](https://docs.microsoft.com/en-us/azure/architecture/patterns/queue-based-load-leveling)
- [Improving Microservices Availability](https://www.ledjonbehluli.com/posts/improving_microservices_availability/)
- [Improving Monolith's Availability](https://www.ledjonbehluli.com/posts/improving_monoliths_availability/)
- [Improving Monolith's Availability](https://www.ledjonbehluli.com/posts/improving_monoliths_availability/)
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- [Actually Talking about Modular Monoliths](https://jeremydmiller.com/2024/04/08/actually-talking-about-modular-monoliths/)
- [Modular Monoliths and the “Critter Stack”](https://jeremydmiller.com/2024/04/15/modular-monoliths-and-the-critter-stack/)
- [Breaking It Down: How to Migrate Your Modular Monolith to Microservices](https://www.milanjovanovic.tech/blog/breaking-it-down-how-to-migrate-your-modular-monolith-to-microservices)
- [Modular Monolith - A Gentle Introduction](https://www.dandoescode.com/blog/modular-monolith/a-gentle-introduction)
- [Modular Monolith - Implementation Deep Dive](https://www.dandoescode.com/blog/modular-monolith/implementation-deep-dive)

## 📺 Videos
- [GOTO 2018 • Modular Monoliths • Simon Brown](https://www.youtube.com/watch?v=5OjqD-ow8GE)
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- [evolutionary-architecture/evolutionary-architecture-by-example](https://github.com/evolutionary-architecture/evolutionary-architecture-by-example) ⭐ - Navigate the complex landscape of .NET software architecture with our step-by-step, story-like guide. Unpack the interplay between modular monoliths, microservices, domain-driven design, and various architectural patterns
- [kamilbaczek/Estimation-Tool](https://github.com/kamilbaczek/Estimation-Tool) ⭐ - Modular monolith architecture example in .NET. Estimation Tool is tool to optimize estimation process in IT company.
- [baranacikgoz/modular-monolith-ddd-vsa-webapi](https://github.com/baranacikgoz/modular-monolith-ddd-vsa-webapi) - A .NET 8 Webapi boilerplate with Modular Monolith approach, Domain-Driven Design and Vertical Slices architecture along with Clean Architecture principles per feature
- [kamilbaczek/Modular-monolith-by-example](https://github.com/kamilbaczek/Modular-monolith-by-example) - Modular monolith architecture example in .NET. Estimation Tool is tool to optimize estimation process in IT company.
- [kamilbaczek/Modular-monolith-by-example](https://github.com/kamilbaczek/Modular-monolith-by-example) - Modular monolith architecture example in .NET. Estimation Tool is tool to optimize estimation process in IT company.
- [PeterKneale/modular_monolith_saas](https://github.com/PeterKneale/modular_monolith_saas)
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- [vietnam-devs/coolstore-microservices](https://github.com/vietnam-devs/coolstore-microservices/blob/main/src/BFFs/WebApiGateway/Startup.cs)
- [thangchung/northwind-dotnet](https://github.com/thangchung/northwind-dotnet/blob/main/AppGateway/appsettings.json)
- [thangchung/clean-architecture-dotnet](https://github.com/thangchung/clean-architecture-dotnet/blob/main/samples/AppGateway/appsettings.json)
- [khalidabuhakmeh/YarpReverseProxyFlowThroughAuth](https://github.com/khalidabuhakmeh/YarpReverseProxyFlowThroughAuth)
- [khalidabuhakmeh/YarpReverseProxyFlowThroughAuth](https://github.com/khalidabuhakmeh/YarpReverseProxyFlowThroughAuth)
- [cecilphillip/yarp-samples](https://github.com/cecilphillip/yarp-samples) - Samples for setting up YARP and HTTP APIs
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