Run a GitHub Q&A agent with Docker MCP Toolkit. Use Compose to orchestrate services, keep tooling decoupled, and scale reliably from local to CI/CD.

A vector database stores high-dimensional vectors, which are numerical representations of data such as text, enabling efficient similarity search. By

How FSMs work:

Source Code : https://github.com/rajeshsgr/stream-demo-spring-ai/tree/main

The following code snippet demonstrates how to access and utilize ChatResponseMetadata within a Spring application:

Spring AI Chat Client API

This blog explores various prompt engineering techniques, including simple prompts, user-defined prompts, system-guided prompts, assistant-role prompts, and

Services:

By employing the Spring AI framework and utilizing a well-defined ChatModel abstraction, developers can build highly flexible and adaptable chat applications

Environment Variables (environment): Environment variables define the configuration of Keycloak. Here's a breakdown of the variables:

Scenario 1

Choosing between COPY and ADD in your Dockerfile is not just a matter of syntax; it’s about selecting the right tool for the job. For most scenarios, COPY is

Temperature is a setting in LLM model, which determines the randomness of the model’s output, determining whether the output is more random…

Common Vulnerabilities in Docker Images and Fixes