Files
scriptorium/internal/llm/openai_compatible_client.go

206 lines
5.7 KiB
Go

package llm
import (
"bytes"
"context"
"encoding/json"
"errors"
"fmt"
"io"
"net/http"
"net/url"
"os"
"strings"
"time"
"gitea.maximumdirect.net/eric/scriptorium/internal/defaults"
"gitea.maximumdirect.net/eric/scriptorium/internal/domain"
)
var (
ErrInvalidConfig = errors.New("invalid llm client configuration")
ErrInvalidRequest = errors.New("invalid generate request")
ErrRequestFailed = errors.New("llm request failed")
ErrUnexpectedStatus = errors.New("llm returned non-success status")
ErrMalformedResponse = errors.New("malformed llm response")
)
type OpenAICompatibleConfig struct {
BaseURL string
Model string
Timeout time.Duration
HTTPClient *http.Client
}
type OpenAICompatibleClient struct {
baseURL string
defaultModel string
timeout time.Duration
httpClient *http.Client
}
func NewOpenAICompatibleClient(cfg OpenAICompatibleConfig) (*OpenAICompatibleClient, error) {
baseURL := strings.TrimSpace(cfg.BaseURL)
if baseURL != "" {
if _, err := url.ParseRequestURI(baseURL); err != nil {
return nil, fmt.Errorf("%w: invalid base URL: %v", ErrInvalidConfig, err)
}
}
timeout := cfg.Timeout
if timeout <= 0 {
timeout = defaults.LLMRequestTimeoutDefault
}
var client *http.Client
if cfg.HTTPClient != nil {
client = cfg.HTTPClient
if client.Timeout == 0 {
client.Timeout = timeout
}
} else {
client = &http.Client{Timeout: timeout}
}
return &OpenAICompatibleClient{
baseURL: strings.TrimRight(baseURL, "/"),
defaultModel: cfg.Model,
timeout: timeout,
httpClient: client,
}, nil
}
func (c *OpenAICompatibleClient) Generate(ctx context.Context, req domain.GenerateRequest) (*domain.GenerateResponse, error) {
if req.Target.TimeoutSeconds < 0 {
return nil, fmt.Errorf("%w: timeout_seconds must be greater than or equal to 0", ErrInvalidRequest)
}
model := strings.TrimSpace(req.Target.Model)
if model == "" {
model = strings.TrimSpace(c.defaultModel)
}
if model == "" {
return nil, fmt.Errorf("%w: model is required", ErrInvalidRequest)
}
endpoint := strings.TrimSpace(req.Target.Endpoint)
if endpoint == "" {
endpoint = c.baseURL
}
if endpoint == "" {
return nil, fmt.Errorf("%w: endpoint is required", ErrInvalidRequest)
}
endpoint = strings.TrimRight(endpoint, "/") + "/chat/completions"
wireReq := openAIChatRequest{
Model: model,
}
wireReq.Messages = make([]openAIChatMessage, 0, len(req.Prompt.Messages))
for _, msg := range req.Prompt.Messages {
wireReq.Messages = append(wireReq.Messages, openAIChatMessage{
Role: msg.Role,
Content: msg.Content,
})
}
if req.Target.Temperature != 0 {
wireReq.Temperature = &req.Target.Temperature
}
if req.Target.MaxTokens != 0 {
wireReq.MaxTokens = &req.Target.MaxTokens
}
if req.Target.TopP != 0 {
wireReq.TopP = &req.Target.TopP
}
payload, err := json.Marshal(wireReq)
if err != nil {
return nil, fmt.Errorf("%w: failed to encode request: %v", ErrRequestFailed, err)
}
httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, endpoint, bytes.NewReader(payload))
if err != nil {
return nil, fmt.Errorf("%w: failed to create request: %v", ErrRequestFailed, err)
}
httpReq.Header.Set("Content-Type", "application/json")
if envName := strings.TrimSpace(req.Target.APIKeyEnv); envName != "" {
apiKey := strings.TrimSpace(os.Getenv(envName))
if apiKey == "" {
return nil, fmt.Errorf("%w: api key environment variable %q is not set", ErrInvalidRequest, envName)
}
httpReq.Header.Set("Authorization", "Bearer "+apiKey)
}
effectiveTimeout := c.timeout
if req.Target.TimeoutSeconds > 0 {
effectiveTimeout = time.Duration(req.Target.TimeoutSeconds) * time.Second
}
httpClient := c.httpClient
if httpClient == nil {
httpClient = &http.Client{Timeout: effectiveTimeout}
} else if httpClient.Timeout != effectiveTimeout {
cloned := *httpClient
cloned.Timeout = effectiveTimeout
httpClient = &cloned
}
httpResp, err := httpClient.Do(httpReq)
if err != nil {
return nil, fmt.Errorf("%w: %v", ErrRequestFailed, err)
}
defer httpResp.Body.Close()
if httpResp.StatusCode < 200 || httpResp.StatusCode >= 300 {
body, _ := io.ReadAll(io.LimitReader(httpResp.Body, 4096))
return nil, fmt.Errorf("%w: status=%d body=%q", ErrUnexpectedStatus, httpResp.StatusCode, strings.TrimSpace(string(body)))
}
var wireResp openAIChatResponse
if err := json.NewDecoder(httpResp.Body).Decode(&wireResp); err != nil {
return nil, fmt.Errorf("%w: failed to decode response: %v", ErrMalformedResponse, err)
}
if len(wireResp.Choices) == 0 {
return nil, fmt.Errorf("%w: no choices returned", ErrMalformedResponse)
}
content := wireResp.Choices[0].Message.Content
if content == "" {
return nil, fmt.Errorf("%w: first choice has empty message content", ErrMalformedResponse)
}
return &domain.GenerateResponse{
Content: content,
Usage: domain.TokenUsage{
PromptTokens: wireResp.Usage.PromptTokens,
CompletionTokens: wireResp.Usage.CompletionTokens,
TotalTokens: wireResp.Usage.TotalTokens,
},
}, nil
}
type openAIChatRequest struct {
Model string `json:"model"`
Messages []openAIChatMessage `json:"messages"`
Temperature *float64 `json:"temperature,omitempty"`
MaxTokens *int `json:"max_tokens,omitempty"`
TopP *float64 `json:"top_p,omitempty"`
}
type openAIChatMessage struct {
Role string `json:"role"`
Content string `json:"content"`
}
type openAIChatResponse struct {
Choices []struct {
Message openAIChatMessage `json:"message"`
} `json:"choices"`
Usage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
} `json:"usage"`
}