The repository hosts all the source code created for the articles published on https://www.kodesastra.com/. It contains example projects and modules referenced by the articles linked below.

• Description: The repository hosts all the source code created for the articles published on www.kodesastra.com.
• Languages: Java (primary)

This module contains source code related to the articles on Spring AI.

• Building AI Assistance Using Spring AI's Function Calling API
• Spring AI Structured Output API
• Spring AI Advisors API
• Spring AI Image Model API
• Spring AI's Transcription API
• Spring AI's Text-to-Speech API
• Running Spring AI Ollama with Testcontainers
• Spring AI Integration with Perplexity AI
• Spring AI - Azure Open AI Integration
• Spring AI - Implement RAG with OpenSearch and Azure OpenAI

This module contains source code related to articles and examples using Spring AI MCP.

• MCP Server and Client Implementation Using Spring AI

This module contains source code related to integrating Spring AI with the Qdrant vector database.

• Qdrant DB - Spring AI Integration
• Implement RAG with Spring AI and Qdrant DB

This module contains source code related to articles and examples using Testcontainers.

• Ollama - Testcontainers Module in Java

I want you to know that contributions, corrections, and additions are welcome. If you find issues in example code or article links, please open an issue or submit a pull request.

Please refer to individual module folders for license information (if provided) or contact the repository maintainer via the project’s GitHub page.