Files
llm-testbench/internal/llm/openai.go
T
lukaszraczylo 1d51d4cbbd feat: LLM accuracy testing framework with 17-test catalog
Framework runs a category/subcategory test catalog against multiple
LLMs through an OpenAI-compatible endpoint. Deterministic evaluators
score each response. Reports render as table, markdown, or JSON.
2026-08-17 01:29:45 +01:00

180 lines
4.7 KiB
Go

package llm
import (
"bytes"
"context"
"encoding/json"
"errors"
"fmt"
"io"
"net/http"
"time"
)
// maxRetries is the number of retry attempts after the initial request on
// transport errors or 5xx responses, per PLAN.md ("retry w/ backoff x2").
const maxRetries = 2
// retryBaseDelay is the base backoff delay; attempt N waits N*retryBaseDelay.
const retryBaseDelay = 250 * time.Millisecond
// OpenAIClient talks to an OpenAI-compatible /v1/chat/completions endpoint.
type OpenAIClient struct {
httpClient *http.Client
endpoint string
apiKey string
}
// NewOpenAIClient builds a client against endpoint (e.g.
// "https://host/v1") using apiKey (may be empty for keyless gateways) and
// per-request timeout.
func NewOpenAIClient(endpoint, apiKey string, timeout time.Duration) *OpenAIClient {
return &OpenAIClient{
endpoint: endpoint,
apiKey: apiKey,
httpClient: &http.Client{
Timeout: timeout,
},
}
}
type chatCompletionRequest struct {
Model string `json:"model"`
Messages []chatMsg `json:"messages"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float64 `json:"temperature"`
}
type chatMsg struct {
Role string `json:"role"`
Content string `json:"content"`
}
type chatCompletionResponse struct {
Error *struct {
Message string `json:"message"`
} `json:"error"`
Choices []struct {
Message chatMsg `json:"message"`
} `json:"choices"`
Usage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
} `json:"usage"`
}
// Complete implements Client. It retries transport failures and 5xx
// responses up to maxRetries times with linear backoff.
func (c *OpenAIClient) Complete(ctx context.Context, req Request) (Response, error) {
body := chatCompletionRequest{
Model: req.Model,
MaxTokens: req.MaxTokens,
Temperature: req.Temperature,
}
for _, m := range req.Messages {
body.Messages = append(body.Messages, chatMsg(m))
}
payload, err := json.Marshal(body)
if err != nil {
return Response{}, fmt.Errorf("llm: marshal request: %w", err)
}
var lastErr error
for attempt := 0; attempt <= maxRetries; attempt++ {
if attempt > 0 {
delay := time.Duration(attempt) * retryBaseDelay
select {
case <-ctx.Done():
return Response{}, ctx.Err()
case <-time.After(delay):
}
}
// Measured per-attempt, starting after any backoff delay: Latency
// reflects the successful attempt's own generation time, not the
// cumulative wait across earlier failed/retried attempts (S8).
attemptStart := time.Now()
resp, err := c.doRequest(ctx, payload)
if err != nil {
lastErr = err
if isRetryable(err) {
continue
}
return Response{}, err
}
latency := time.Since(attemptStart)
text := ""
if len(resp.Choices) > 0 {
text = resp.Choices[0].Message.Content
}
if resp.Error != nil {
lastErr = fmt.Errorf("llm: api error: %s", resp.Error.Message)
return Response{}, lastErr
}
return Response{
Text: text,
PromptTokens: resp.Usage.PromptTokens,
CompletionTokens: resp.Usage.CompletionTokens,
Latency: latency,
}, nil
}
return Response{}, fmt.Errorf("llm: request failed after %d attempts: %w", maxRetries+1, lastErr)
}
type retryableError struct {
err error
status int
}
func (e *retryableError) Error() string {
if e.status != 0 {
return fmt.Sprintf("llm: server returned status %d", e.status)
}
return fmt.Sprintf("llm: transport error: %v", e.err)
}
func (e *retryableError) Unwrap() error { return e.err }
func isRetryable(err error) bool {
var re *retryableError
return errors.As(err, &re)
}
func (c *OpenAIClient) doRequest(ctx context.Context, payload []byte) (*chatCompletionResponse, error) {
url := c.endpoint + "/chat/completions"
httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(payload))
if err != nil {
return nil, fmt.Errorf("llm: build request: %w", err)
}
httpReq.Header.Set("Content-Type", "application/json")
if c.apiKey != "" {
httpReq.Header.Set("Authorization", "Bearer "+c.apiKey)
}
httpResp, err := c.httpClient.Do(httpReq)
if err != nil {
return nil, &retryableError{err: err}
}
defer func() { _ = httpResp.Body.Close() }() // best-effort; body already fully read below
respBody, err := io.ReadAll(httpResp.Body)
if err != nil {
return nil, &retryableError{err: fmt.Errorf("read body: %w", err)}
}
if httpResp.StatusCode >= 500 {
return nil, &retryableError{status: httpResp.StatusCode}
}
if httpResp.StatusCode >= 400 {
return nil, fmt.Errorf("llm: server returned status %d: %s", httpResp.StatusCode, string(respBody))
}
var out chatCompletionResponse
if err := json.Unmarshal(respBody, &out); err != nil {
return nil, fmt.Errorf("llm: decode response: %w", err)
}
return &out, nil
}