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.github/workflows/docs.yml

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name: Build workshop docs
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.github/workflows/packages.yml

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.github/workflows/slides.yml

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name: Deploy slides
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.github/workflows/template.yml

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README.md

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- 👉 [**See the workshop using Quarkus + Qdrant**](https://aka.ms/ws/openai-rag-quarkus): we will use [Qdrant](https://qdrant.tech/) to index and search the documents.
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> [!TIP]
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> 💡 [See the completed solution and workshop source for all versions](https://github.com/Azure-Samples/azure-openai-rag-workshop/tree/base)
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## Prerequisites
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- **Azure account**. If you're new to Azure, [get an Azure account for free](https://azure.microsoft.com/free/?WT.mc_id=javascript-0000-cxa) to get free Azure credits to get started.
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Here's the architecture of the application:
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![Architecture diagram](https://github.com/Azure-Samples/azure-openai-rag-workshop/blob/base/docs/assets/architecture.png)
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![Architecture diagram](https://github.com/Azure-Samples/azure-openai-rag-workshop/blob/main/docs/assets/architecture.png)
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## How deploy to Azure
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docs/sections/ai-search/12-conclusion.md

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### References
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- This workshop URL: [aka.ms/ws/openai-rag](https://aka.ms/ws/openai-rag)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop/tree/base)
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- The base template for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- If something does not work: [Report an issue](https://github.com/Azure-Samples/azure-openai-rag-workshop/issues)
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- Introduction presentation for this workshop: [Slides](https://azure-samples.github.io/azure-openai-rag-workshop/)
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- Outperforming vector search performance with hybrid retrieval and semantic ranking: [Blog post](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-search-outperforming-vector-search-with-hybrid/ba-p/3929167)

docs/sections/java-quarkus/12-conclusion.md

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### References
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- This workshop URL: [aka.ms/ws/openai-rag-quarkus](https://aka.ms/ws/openai-rag-quarkus)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop/tree/base)
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- The base template for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop/)
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- If something does not work: [Report an issue](https://github.com/Azure-Samples/azure-openai-rag-workshop/issues)
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- Introduction presentation for this workshop: [Slides](https://azure-samples.github.io/azure-openai-rag-workshop/java-quarkus/)
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- Outperforming vector search performance with hybrid retrieval and semantic ranking: [Blog post](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-search-outperforming-vector-search-with-hybrid/ba-p/3929167)

docs/sections/qdrant/12-conclusion.md

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### References
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- This workshop URL: [aka.ms/ws/openai-rag-qdrant](https://aka.ms/ws/openai-rag-qdrant)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop/tree/base)
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- The base template for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- If something does not work: [Report an issue](https://github.com/Azure-Samples/azure-openai-rag-workshop/issues)
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- Introduction presentation for this workshop: [Slides](https://azure-samples.github.io/azure-openai-rag-workshop/)
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- Outperforming vector search performance with hybrid retrieval and semantic ranking: [Blog post](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-search-outperforming-vector-search-with-hybrid/ba-p/3929167)

docs/workshop.md

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### References
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- This workshop URL: [aka.ms/ws/openai-rag](https://aka.ms/ws/openai-rag)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop/tree/base)
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- The base template for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- The source repository for this workshop: [GitHub link](https://github.com/Azure-Samples/azure-openai-rag-workshop)
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- If something does not work: [Report an issue](https://github.com/Azure-Samples/azure-openai-rag-workshop/issues)
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- Introduction presentation for this workshop: [Slides](https://azure-samples.github.io/azure-openai-rag-workshop/)
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- Outperforming vector search performance with hybrid retrieval and semantic ranking: [Blog post](https://techcommunity.microsoft.com/t5/ai-azure-ai-services-blog/azure-ai-search-outperforming-vector-search-with-hybrid/ba-p/3929167)

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