An SDK written in Go for the Inference Gateway.
To install the SDK, use go get
:
go get github.com/inference-gateway/sdk
To create a client, use the NewClient
function:
package main
import (
"fmt"
"log"
sdk "github.com/inference-gateway/sdk"
)
func main() {
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
}
To list available models, use the ListModels method:
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
ctx := context.Background()
// List all models from all providers
resp, err := client.ListModels(ctx)
if err != nil {
log.Fatalf("Error listing models: %v", err)
}
fmt.Printf("All available models: %+v\n", resp.Data)
// List models for a specific provider
resp, err := client.ListProviderModels(ctx, sdk.Groq)
fmt.PrintF("Provider %s", resp.Provider)
if err != nil {
log.Fatalf("Error listing provider models: %v", err)
}
fmt.Printf("Available Groq models: %+v\n", resp.Data)
To generate content using a model, use the GenerateContent method:
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
ctx := context.Background()
response, err := client.GenerateContent(
ctx,
sdk.Ollama,
"llama2",
[]sdk.Message{
{
Role: sdk.System,
Content: "You are a helpful assistant.",
},
{
Role: sdk.User,
Content: "What is Go?",
},
},
)
if err != nil {
log.Printf("Error generating content: %v", err)
return
}
var chatCompletion CreateChatCompletionResponse
if err := json.Unmarshal(response.RawResponse, &chatCompletion); err != nil {
log.Printf("Error unmarshaling response: %v", err)
return
}
fmt.Printf("Generated content: %s\n", chatCompletion.Choices[0].Message.Content)
To generate content using streaming mode, use the GenerateContentStream method:
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
ctx := context.Background()
events, err := client.GenerateContentStream(
ctx,
sdk.ProviderOllama,
"llama2",
[]sdk.Message{
{
Role: sdk.MessageRoleSystem,
Content: "You are a helpful assistant.",
},
{
Role: sdk.MessageRoleUser,
Content: "What is Go?",
},
},
)
if err != nil {
log.Fatalf("Error generating content stream: %v", err)
}
// Read events from the stream / channel
for event := range events {
if event.Event != nil {
continue
}
switch *event.Event {
case sdk.ContentDelta:
if event.Data != nil {
// Parse the streaming response
var streamResponse sdk.CreateChatCompletionStreamResponse
if err := json.Unmarshal(*event.Data, &streamResponse); err != nil {
log.Printf("Error parsing stream response: %v", err)
continue
}
// Process each choice in the response
for _, choice := range streamResponse.Choices {
if choice.Delta.Content != "" {
// Just print the content as it comes in
fmt.Print(choice.Delta.Content)
}
}
}
case sdk.StreamEnd:
// Stream has ended
fmt.Println("\nStream ended")
case sdk.MessageError:
// Handle error events
if event.Data != nil {
var errResp struct {
Error string `json:"error"`
}
if err := json.Unmarshal(*event.Data, &errResp); err != nil {
log.Printf("Error parsing error: %v", err)
continue
}
log.Printf("Error: %s", errResp.Error)
}
}
}
To use tools with the SDK, you can define a tool and provide it to the client:
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
// Create tools array with our function
tools := []sdk.ChatCompletionTool{
{
Type: sdk.Function,
Function: sdk.FunctionObject{
Name: "get_current_weather",
Description: stringPtr("Get the current weather in a given location"),
Parameters: &sdk.FunctionParameters{
Type: stringPtr("object"),
Properties: &map[string]any{
"location": map[string]any{
"type": "string",
"enum": []string{"san francisco", "new york", "london", "tokyo", "sydney"},
"description": "The city and state, e.g. San Francisco, CA",
},
"unit": map[string]any{
"type": "string",
"enum": []string{"celsius", "fahrenheit"},
"description": "The temperature unit to use",
},
},
Required: &[]string{"location"},
},
}
},
{
Type: sdk.Function,
Function: sdk.FunctionObject{
Name: "get_current_time",
Description: stringPtr("Get the current time in a given location"),
Parameters: &sdk.FunctionParameters{
Type: stringPtr("object"),
Properties: &map[string]any{
"location": map[string]any{
"type": "string",
"enum": []string{"san francisco", "new york", "london", "tokyo", "sydney"},
"description": "The city and state, e.g. San Francisco, CA",
},
},
Required: &[]string{"location"},
},
}
}
}
// Provide the tool to the client
client.WithTools(&tools).GenerateContent(ctx, provider, modelName, messages)
To check if the API is healthy:
client := sdk.NewClient(&sdk.ClientOptions{
BaseURL: "http://localhost:8080/v1",
})
ctx := context.Background()
err := client.HealthCheck(ctx)
if err != nil {
log.Fatalf("Health check failed: %v", err)
}
The SDK supports the following LLM providers:
- Ollama (sdk.Ollama)
- Groq (sdk.Groq)
- OpenAI (sdk.Openai)
- DeepSeek (sdk.Deepseek)
- Cloudflare (sdk.Cloudflare)
- Cohere (sdk.Cohere)
- Anthropic (sdk.Anthropic)
- Run:
task docs
- Open:
http://localhost:6060/pkg/github.com/inference-gateway/sdk
Please refer to the CONTRIBUTING.md file for information about how to get involved. We welcome issues, questions, and pull requests.
This SDK is distributed under the MIT License, see LICENSE for more information.