These handlers make use of the getCompletion and getCodeCompletion functions we defined earlier. In this example, we create two HTTP handlers, textGenerationHandler and codeCompletionHandler, which handle requests for text generation and code completion, respectively. Package main import ( "bytes" "encoding/json" "fmt" "net/http" ) const openAIEndpoint = "" type CodexRequest struct Įnter fullscreen mode Exit fullscreen mode To initialize Go modules, run the following command in your project directory: In this project, we will use Go modules for dependency management. Ensure that you have GoLang installed on your system, and then create a new project directory for your microservice. To get started with OpenAI API integration, we need to set up the GoLang development environment. Section 2: Setting Up the GoLang Development Environment By integrating the OpenAI API in GoLang microservices, developers can enhance their applications with intelligent features, ranging from chatbots and virtual assistants to code auto-completion and language translation. These APIs enable developers to access state-of-the-art natural language processing and code generation capabilities. OpenAI is at the forefront of AI research and has developed powerful language models like GPT-3 and Codex. Section 1: Understanding OpenAI API and its Applications Addressing security concerns and data privacy in AI-powered microservices. Implementing rate-limiting and monitoring to ensure API usage efficiency. Adopting best practices for API integration in microservices. ![]() Using GoLang debugging tools to troubleshoot issues and improve performance.Writing unit tests for the OpenAI API integration in GoLang.Testing and Debugging the Integrated Microservices Organizing microservices with OpenAI functionalities for maintainability.ĩ.Implementing middleware for handling API requests and responses.Integrating OpenAI API calls into GoLang microservices functions.Incorporating OpenAI API in Microservices Showcasing Codex's potential in automating repetitive programming tasks.Ĩ.Utilizing the Codex API to generate code snippets and solve coding problems.Examples of generating text, answering questions, and providing language translations.Demonstrating how to use the GPT-3 API for natural language processing tasks.Working with GPT-3 for Natural Language Processing Implementing error handling and retry mechanisms for robustness.Ħ.Handling API responses and parsing JSON data in GoLang.Creating API request payloads in GoLang for specific OpenAI endpoints.Ensuring secure handling and storage of API credentials in microservices.Implementing API authentication in GoLang using API keys.Understanding API keys and their role in authenticating API requests. ![]() Signing up for an OpenAI account and obtaining API access credentials.Setting up dependencies for API communication and JSON handling.Creating a new GoLang project for the microservice integration.Installing GoLang and setting up a development environment. ![]() Setting Up the GoLang Development Environment
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