Introduction to openaigo
openaigo is an open-source API client designed for interacting with the OpenAI platform's API. While it is a community-maintained project and not officially supported by OpenAI, it provides a robust and user-friendly way for developers to access and use OpenAI's functionalities in their Go applications. The library helps in managing complex API requests and responses with ease, making it a practical choice for developers who wish to integrate AI features into their applications.
Key Features
Community-Driven and Open-Source
openaigo is maintained by a vibrant community of developers. It features an active repository with multiple quality checks. The presence of numerous badges such as Go Report Card, Codecov, and CodeQL indicates the project's health and reliability.
Comprehensive API Support
openaigo supports a wide range of endpoint functionalities from the OpenAI API:
- Models Management: Developers can list and retrieve models using the API.
- Text and Chat Completions: Users can create text-based responses and manage chat completions, including new features like function calls.
- Edits and Embeddings: The library allows for text editing tasks and the creation of embeddings for easier data handling.
- Image Processing: Even in its beta phase, it supports image creation, editing, and generating variations.
- File Operations: Users can handle file uploads, deletions, and retrievals seamlessly.
- Fine-Tuning and Moderation: Other supports include fine-tuning models and conducting moderation on content.
Practical Usage Example
A simple example in Go demonstrates how to set up and use the openaigo client. By initializing the client with an API key, developers can perform various operations like creating chat requests. The provided example is straightforward and helps developers get started quickly.
client := openaigo.NewClient(os.Getenv("OPENAI_API_KEY"))
request := openaigo.ChatRequest{
Model: "gpt-4o",
Messages: []openaigo.Message{
{Role: "user", Content: "Hello!"},
},
}
ctx := context.Background()
response, err := client.Chat(ctx, request)
fmt.Println(response, err)
API Key Access
To begin using openaigo, developers need an API key from OpenAI, which can be obtained from the OpenAI platform website. This initial access is free, allowing users to explore the OpenAI API.
Advanced Functionalities
Function Call
openaigo supports advanced features like function_call, allowing developers to inject functions directly into the request. This is useful when a specific operation needs to be executed based on API responses.
request := openaigo.ChatRequest{
Messages: []openaigo.Message{
{Role: "user", Content: "How's the weather today in Tokyo?"},
},
Functions: []openaigo.Function{
{
Name: "get_weather",
Parameters: openaigo.Parameters{
Type: "object",
Properties: map[string]map[string]any{
"location": {"type": "string"},
"date": {"type": "string", "description": "ISO 8601 date string"},
},
Required: []string{"location"},
},
}
},
}
Stream Functionality
For use cases requiring real-time updates, the stream option allows developers to handle streaming responses through callback functions, enabling a smooth integration of dynamic content.
Proxy Configuration
To cater to different network configurations, openaigo allows developers to configure an HTTP client with custom proxy settings, enhancing its flexibility in varied environments.
client := openaigo.NewClient(OPENAI_API_KEY)
transport := &http.Transport{ Proxy: http.ProxyFromEnvironment }
client.HTTPClient = &http.Client{ Transport: transport }
Reporting and Feedback
The project is open to issues and feedback, ensuring continuous improvement and support from its user community. Developers can report issues on the project's GitHub repository under the Issues section.
By providing a wide array of features and maintaining a strong community presence, openaigo stands as a practical solution for developers aiming to leverage OpenAI's capabilities in their applications.