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If you’re looking to add powerful search capabilities to your blog, Elasticsearch is a fantastic option. After some research, I’ve put together a simple guide to help you set up Elasticsearch for your site using Docker and .NET. Let’s get started! 1. Create a Docker Compose File To run Elasticsearch in a Docker container, create a docker-compose.yml file with the following content: version: '3.7' services: elasticsearch: image: docker.elastic.co/elasticsearch/elasticsearch:8.17.4 container_name: elasticsearch environment: - discovery.type=single-node - ES_JAVA_OPTS=-Xms512m -Xmx512m ulimits: memlock: soft: -1 hard: -1 volumes: - esdata:/usr/share/elasticsearch/data ports: - 9200:9200 networks: - elastic networks: elastic: driver: bridge volumes: esdata: driver: local 2. Configure System Settings Elasticsearch requires certain system settings to function properly. Run the following command to allow it to lock memory: ...

Overview This exercise demonstrates how to build a Retrieval Augmented Generation (RAG) chat application that integrates custom data sources into prompts for a generative AI model. The app is developed using Azure AI Foundry and deployed with Azure OpenAI and Azure AI Search. Steps & Configuration Details 1. Create an Azure AI Foundry Hub and Project Open Azure AI Foundry portal (https://ai.azure.com) and create a hub project. Configuration Items: Subscription: Your Azure subscription. Resource Group: Select or create a resource group. Hub Name: A valid name. Location: Example values → East US 2, Sweden Central (quota limits may require a different region). 2. Deploy Models Two models are required: ...

Overview This exercise demonstrates how to implement Retrieval Augmented Generation (RAG) using Azure OpenAI Service and Azure AI Search. The goal is to enhance AI-generated responses by grounding them in custom data sources. Steps & Configuration Details 1. Provision Azure Resources To complete this exercise, you need: Azure OpenAI resource Azure AI Search resource Azure Storage Account resource Configuration Items: Azure OpenAI Resource: Subscription: Select an approved Azure subscription. Resource Group: Choose or create a resource group. Region: Choose from: East US East US 2 North Central US South Central US Sweden Central West US West US 3 Name: A unique name. Pricing Tier: Standard S0 Azure AI Search Resource: ...