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https://github.com/sqlshep/OpenAI

Landing Page for OpenAI related links and topics
https://github.com/sqlshep/OpenAI

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Landing Page for OpenAI related links and topics

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# OpenAI Links and Resources

Landing Page for OpenAI related links and topics



## Getting Started

### Responsible AI 

[**Responsible AI with LLMs**](https://github.com/Azure/FTALive-Sessions/blob/main/content/ai/responsible-ai/en/responsible-ai-for-llms.md)



[**Red Teamming LLMs**](https://owasp.org/www-project-top-10-for-large-language-model-applications/llm-top-10-governance-doc/LLM_AI_Security_and_Governance_Checklist-v1.pdf)



[**Azure OpenAI Code of Conduct**](https://learn.microsoft.com/en-us/legal/cognitive-services/openai/code-of-conduct)



[**Responsible AI Maturity Model**](https://www.microsoft.com/en-us/research/uploads/prod/2023/05/RAI_Maturity_Model_Aether_Microsoft_whitepaper.pdf)



[**Azure AI Content Safety**](https://azure.microsoft.com/en-us/products/cognitive-services/ai-content-safety)



[**Data, privacy, and security for Azure OpenAI Service**](https://learn.microsoft.com/en-us/legal/cognitive-services/openai/data-privacy)



[**Azure OpenAI Service Price**](https://azure.microsoft.com/en-us/pricing/details/cognitive-services/openai-service/#overview)



### Register for Access

**Register for OpenAI Access**

https://aka.ms/oai/access



**GPT-4 Access**

https://aka.ms/oai/get-gpt4



## Useful Repos



### Deployable Application Samples



[**Azure OpenAI Embeddings QnA**](https://github.com/ruoccofabrizio/azure-open-ai-embeddings-qna)



[**Azure Cosmos DB + OpenAI ChatGPT**](https://github.com/Azure-Samples/cosmosdb-chatgpt)



[**ChatGPT + Enterprise data with Azure OpenAI and Cognitive Search**](https://github.com/Azure-Samples/azure-search-openai-demo)



[**OpenAI .NET Samples**](https://github.com/Azure-Samples/openai-dotnet-samples)



### Jupyter Notebook Samples



[**Azure OpenAI Examples**](https://github.com/jakeatmsft/AzureOpenAIExamples)



[**OpenAI Cookbook**](https://github.com/openai/openai-cookbook)



[**Semantic Kernel**](https://github.com/microsoft/semantic-kernel/tree/main/python/notebooks)



[**Getting Started with Vector Databases**](https://github.com/openai/openai-cookbook/tree/main/examples/vector_databases)



[**GPT Fundamentals, Use Cases and Sample Solutions**](https://github.com/Azure/azure-openai-samples)



### Fine Tuning

[**When to use Azure OpenAI fine-tuning**](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/fine-tuning?tabs=turbo%2Cpython&pivots=programming-language-python)



[**Customize a model with fine-tuning**](https://learn.microsoft.com/en-us/azure/ai-services/openai/how-to/fine-tuning?tabs=turbo%2Cpython&pivots=programming-language-python)



[**Video--To Fine Tune or Not Fine Tune? That is the question**](https://www.youtube.com/watch?v=0Jo-z-MFxJs)



## Blogs and Posts and Videos



[**Introduction to Azure OpenAI and Architecture Patterns Video**](https://youtu.be/TI85JJVPnrM)



[**Getting started with Azure Machine Learning Prompt Flow**](https://youtu.be/t73rFjUNY88?si=v8CDNCqSpY6xArfE)



[**Azure OpenAI Chat With Your Data No Code Edition**](https://www.youtube.com/watch?v=tFJNasjGM3E)



[**Azure Openai Design Patterns**](https://github.com/microsoft/azure-openai-design-patterns)



[**Azure Cognitive Search! | Intro to Semantic Kernel**](https://www.youtube.com/watch?v=4bvnDf0F6yk)



[**Building AI Plugins With Semantic Kernel**](https://www.deeplearning.ai/short-courses/microsoft-semantic-kernel/)



[**Semantic Kernel Tutorial Microsoft DevRadio**](https://www.youtube.com/watch?v=itNmb0runVo)



[**How ChatGPT Plugins (could) work**](https://techcommunity.microsoft.com/t5/fasttrack-for-azure/how-chatgpt-plugins-could-work/ba-p/3761483)



[**The importance of effective prompt engineering in AI (Generative AI)**](https://www.linkedin.com/pulse/importance-effective-prompt-engineering-ai-thiago-rotta/)



[**15 Tips to Prompt Engineering**](https://techcommunity.microsoft.com/t5/azure-ai-services-blog/15-tips-to-become-a-better-prompt-engineer-for-generative-ai/ba-p/3882935)



[**Unleashing the power of AI with Azure OpenAI: A simple guide to get started.**](https://techcommunity.microsoft.com/t5/fasttrack-for-azure/unleashing-the-power-of-ai-with-azure-openai-a-simple-guide-to/ba-p/3725706)



[**FastTrack for Azure - Azure OpenAI**](https://github.com/Azure/FTALive-Sessions/tree/main/content/ai/azure-openai/en)



[**Azure OpenAI Service: 10 ways generative AI is transforming businesses**](https://azure.microsoft.com/en-us/blog/azure-openai-service-10-ways-generative-ai-is-transforming-businesses/)