<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Posts on Clemens Siebler's Blog</title><link>https://clemenssiebler.com/posts/</link><description>Recent content in Posts on Clemens Siebler's Blog</description><generator>Hugo</generator><language>en</language><lastBuildDate>Mon, 16 Jun 2025 00:00:00 +0000</lastBuildDate><atom:link href="https://clemenssiebler.com/posts/index.xml" rel="self" type="application/rss+xml"/><item><title>Running Small Language Models (SLMs) locally using Azure AI Foundry Local</title><link>https://clemenssiebler.com/posts/running-slm-locally-azure-foundry-local/</link><pubDate>Mon, 16 Jun 2025 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/running-slm-locally-azure-foundry-local/</guid><description/></item><item><title>Securely deploying Deepseek R1 on Azure Machine Learning</title><link>https://clemenssiebler.com/posts/deploying-deepseek-r1-azure-machine-learning/</link><pubDate>Tue, 28 Jan 2025 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/deploying-deepseek-r1-azure-machine-learning/</guid><description/></item><item><title>The new gpt-4o-audio-preview in Azure OpenAI is awesome! But how much will it actually cost me?</title><link>https://clemenssiebler.com/posts/azure-openai-gpt4o-audio-api-cost-analysis/</link><pubDate>Fri, 24 Jan 2025 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-openai-gpt4o-audio-api-cost-analysis/</guid><description/></item><item><title>Deploying BGE-M3 and other embedding models on Azure Machine Learning with Managed Online Endpoints</title><link>https://clemenssiebler.com/posts/deploying-bge-m3-embedding-models-azure-machine-learning-managed-online-endpoints/</link><pubDate>Tue, 22 Oct 2024 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/deploying-bge-m3-embedding-models-azure-machine-learning-managed-online-endpoints/</guid><description/></item><item><title>Deploying vLLM models on Azure Machine Learning with Managed Online Endpoints</title><link>https://clemenssiebler.com/posts/vllm-on-azure-machine-learning-managed-online-endpoints-deployment/</link><pubDate>Wed, 09 Oct 2024 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/vllm-on-azure-machine-learning-managed-online-endpoints-deployment/</guid><description/></item><item><title>Versioning Azure OpenAI Endpoints behind Azure API Management</title><link>https://clemenssiebler.com/posts/versioning-azure-openai-endpoints-behind-api-management/</link><pubDate>Thu, 27 Jun 2024 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/versioning-azure-openai-endpoints-behind-api-management/</guid><description/></item><item><title>Sharing Azure OpenAI Provisioned Throughput (PTU) for multiple use cases with Azure API Management</title><link>https://clemenssiebler.com/posts/sharing-azure-openai-provisioned-throughput-ptu-multiple-use-cases-api-management/</link><pubDate>Tue, 25 Jun 2024 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/sharing-azure-openai-provisioned-throughput-ptu-multiple-use-cases-api-management/</guid><description/></item><item><title>Understanding Azure OpenAI's x-ratelimit-remaining-tokens and x-ratelimit-remaining-requests headers</title><link>https://clemenssiebler.com/posts/understanding-azure-openai-x-ratelimit-remaining-tokens-x-ratelimit-remaining-requests-headers/</link><pubDate>Wed, 05 Jun 2024 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/understanding-azure-openai-x-ratelimit-remaining-tokens-x-ratelimit-remaining-requests-headers/</guid><description/></item><item><title>Smart Load-Balancing for Azure OpenAI with Azure API Management</title><link>https://clemenssiebler.com/posts/smart-loadbalancing-for-azure-openai-with-api-management/</link><pubDate>Wed, 20 Dec 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/smart-loadbalancing-for-azure-openai-with-api-management/</guid><description/></item><item><title>Using LangChain with Azure OpenAI to implement load balancing via fallbacks</title><link>https://clemenssiebler.com/posts/azure_openai_load_balancing_langchain_with_fallbacks/</link><pubDate>Thu, 24 Aug 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure_openai_load_balancing_langchain_with_fallbacks/</guid><description/></item><item><title>A Guide to Azure OpenAI Service's Rate Limits and Monitoring</title><link>https://clemenssiebler.com/posts/understanding-azure-openai-rate-limits-monitoring/</link><pubDate>Tue, 01 Aug 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/understanding-azure-openai-rate-limits-monitoring/</guid><description/></item><item><title>Optimizing latency for Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/optimizing-latency-azure-openai/</link><pubDate>Tue, 01 Aug 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/optimizing-latency-azure-openai/</guid><description/></item><item><title>Using Azure Search for vector search with Azure OpenAI and LangChain</title><link>https://clemenssiebler.com/posts/azure-search-vector-search-openai-langchain/</link><pubDate>Thu, 27 Jul 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-search-vector-search-openai-langchain/</guid><description/></item><item><title>Using LangChain and gpt-3.5-turbo (ChatGPT API) with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/using-langchain-and-chatgpt-turbo-with-azure-openai-service/</link><pubDate>Thu, 04 May 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-langchain-and-chatgpt-turbo-with-azure-openai-service/</guid><description/></item><item><title>Using LlamaIndex and gpt-3.5-turbo (ChatGPT API) with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/using-llamaindex-with-turbo-and-azure-openai-service/</link><pubDate>Thu, 04 May 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-llamaindex-with-turbo-and-azure-openai-service/</guid><description/></item><item><title>Embeddings Tutorial using Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/azure-openai-service-embeddings-tutorial/</link><pubDate>Tue, 18 Apr 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-openai-service-embeddings-tutorial/</guid><description/></item><item><title>Chatting with your private data using LangChain with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/chatting-private-data-langchain-azure-openai-service/</link><pubDate>Mon, 03 Apr 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/chatting-private-data-langchain-azure-openai-service/</guid><description/></item><item><title>Using LangChain with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/using-langchain-with-azure-openai-service/</link><pubDate>Mon, 27 Mar 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-langchain-with-azure-openai-service/</guid><description/></item><item><title>Using LlamaIndex (GPT Index) with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/using-gpt-index-llamaindex-with-azure-openai-service/</link><pubDate>Thu, 09 Mar 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-gpt-index-llamaindex-with-azure-openai-service/</guid><description/></item><item><title>5 tips for writing better prompts in Azure OpenAI Studio, OpenAI Playground and ChatGPT</title><link>https://clemenssiebler.com/posts/5-tips-for-writing-better-prompts-in-openai-chatgpt/</link><pubDate>Fri, 17 Feb 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/5-tips-for-writing-better-prompts-in-openai-chatgpt/</guid><description/></item><item><title>Getting started with Azure OpenAI Studio</title><link>https://clemenssiebler.com/posts/getting-started-with-azure-openai-studio/</link><pubDate>Thu, 16 Feb 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/getting-started-with-azure-openai-studio/</guid><description/></item><item><title>Using Azure Active Directory (AAD) to authenticate with Azure OpenAI Service</title><link>https://clemenssiebler.com/posts/using-aad-for-azure-openai-service-authentication/</link><pubDate>Fri, 03 Feb 2023 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-aad-for-azure-openai-service-authentication/</guid><description/></item><item><title>Using Azure OpenAI Service for processing claim calls</title><link>https://clemenssiebler.com/posts/using-azure-openai-service-for-processing-claim-calls/</link><pubDate>Mon, 28 Nov 2022 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-azure-openai-service-for-processing-claim-calls/</guid><description/></item><item><title>Azure Active Directory (AAD) authentication for Azure Cognitive Services</title><link>https://clemenssiebler.com/posts/azure-active-directory-aad-authentication-for-azure-cognitive-services/</link><pubDate>Tue, 22 Feb 2022 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-active-directory-aad-authentication-for-azure-cognitive-services/</guid><description/></item><item><title>Using Cognitive Services Read API with data secured by VNET</title><link>https://clemenssiebler.com/posts/using-cognitive-services-read-api-with-data-secured-by-vnet/</link><pubDate>Tue, 22 Feb 2022 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/using-cognitive-services-read-api-with-data-secured-by-vnet/</guid><description/></item><item><title>Using Azure Read API for processing many documents at scale</title><link>https://clemenssiebler.com/posts/azure-read-api-for-processing-many-documents-at-scale/</link><pubDate>Wed, 17 Nov 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-read-api-for-processing-many-documents-at-scale/</guid><description/></item><item><title>Analyzing Call Center Transcripts with Azure Cognitive Search and PowerBI</title><link>https://clemenssiebler.com/posts/analyzing-call-center-transcripts-azure-cognitive-search-powerbi/</link><pubDate>Tue, 16 Nov 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/analyzing-call-center-transcripts-azure-cognitive-search-powerbi/</guid><description/></item><item><title>Azure Cognitive Services Containers processing time comparison</title><link>https://clemenssiebler.com/posts/azure-cognitive-services-processing-time-comparison/</link><pubDate>Tue, 21 Sep 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-cognitive-services-processing-time-comparison/</guid><description/></item><item><title>Invoking Azure Machine Learning Pipelines from Azure Data Factory using DataPath</title><link>https://clemenssiebler.com/posts/azure-machine-learning-pipelines-azure-data-factory-datapath/</link><pubDate>Fri, 23 Jul 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-machine-learning-pipelines-azure-data-factory-datapath/</guid><description/></item><item><title>Enforcing Init Scripts on Azure Machine Learning Compute Instances</title><link>https://clemenssiebler.com/posts/enforcing-init-scripts-on-azure-machine-learning-compute-instances/</link><pubDate>Mon, 19 Jul 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/enforcing-init-scripts-on-azure-machine-learning-compute-instances/</guid><description/></item><item><title>Deploying Azure Machine Learning Models to Azure App Service</title><link>https://clemenssiebler.com/posts/deploying-azure-machine-learning-models-azure-app-service/</link><pubDate>Wed, 05 May 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/deploying-azure-machine-learning-models-azure-app-service/</guid><description/></item><item><title>Azure Machine Learning Custom Images (for Advanced Scenarios)</title><link>https://clemenssiebler.com/posts/azure-machine-learning-custom-images/</link><pubDate>Mon, 03 May 2021 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/azure-machine-learning-custom-images/</guid><description/></item><item><title>Mounting Datasets to a Compute Instance in Azure Machine Learning</title><link>https://clemenssiebler.com/posts/mount-datasets-compute-instance-azure-machine-learning/</link><pubDate>Mon, 07 Dec 2020 00:00:00 +0000</pubDate><guid>https://clemenssiebler.com/posts/mount-datasets-compute-instance-azure-machine-learning/</guid><description/></item></channel></rss>