Files
picoclaw/pkg/providers/openai_compat/provider.go
T

231 lines
5.8 KiB
Go

package openai_compat
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"net/url"
"strings"
"time"
)
type ToolCall struct {
ID string `json:"id"`
Type string `json:"type,omitempty"`
Function *FunctionCall `json:"function,omitempty"`
Name string `json:"name,omitempty"`
Arguments map[string]interface{} `json:"arguments,omitempty"`
}
type FunctionCall struct {
Name string `json:"name"`
Arguments string `json:"arguments"`
}
type LLMResponse struct {
Content string `json:"content"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
FinishReason string `json:"finish_reason"`
Usage *UsageInfo `json:"usage,omitempty"`
}
type UsageInfo struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
}
type Message struct {
Role string `json:"role"`
Content string `json:"content"`
ToolCalls []ToolCall `json:"tool_calls,omitempty"`
ToolCallID string `json:"tool_call_id,omitempty"`
}
type ToolDefinition struct {
Type string `json:"type"`
Function ToolFunctionDefinition `json:"function"`
}
type ToolFunctionDefinition struct {
Name string `json:"name"`
Description string `json:"description"`
Parameters map[string]interface{} `json:"parameters"`
}
type Provider struct {
apiKey string
apiBase string
httpClient *http.Client
}
func NewProvider(apiKey, apiBase string, proxy ...string) *Provider {
proxyURL := ""
if len(proxy) > 0 {
proxyURL = proxy[0]
}
client := &http.Client{
Timeout: 120 * time.Second,
}
if proxyURL != "" {
parsed, err := url.Parse(proxyURL)
if err == nil {
client.Transport = &http.Transport{
Proxy: http.ProxyURL(parsed),
}
}
}
return &Provider{
apiKey: apiKey,
apiBase: strings.TrimRight(apiBase, "/"),
httpClient: client,
}
}
func (p *Provider) Chat(ctx context.Context, messages []Message, tools []ToolDefinition, model string, options map[string]interface{}) (*LLMResponse, error) {
if p.apiBase == "" {
return nil, fmt.Errorf("API base not configured")
}
// Strip provider prefix (moonshot/kimi-*, nvidia/*) for OpenAI-compatible backends.
if idx := strings.Index(model, "/"); idx != -1 {
prefix := model[:idx]
if prefix == "moonshot" || prefix == "nvidia" {
model = model[idx+1:]
}
}
requestBody := map[string]interface{}{
"model": model,
"messages": messages,
}
if len(tools) > 0 {
requestBody["tools"] = tools
requestBody["tool_choice"] = "auto"
}
if maxTokens, ok := options["max_tokens"].(int); ok {
lowerModel := strings.ToLower(model)
if strings.Contains(lowerModel, "glm") || strings.Contains(lowerModel, "o1") {
requestBody["max_completion_tokens"] = maxTokens
} else {
requestBody["max_tokens"] = maxTokens
}
}
if temperature, ok := options["temperature"].(float64); ok {
lowerModel := strings.ToLower(model)
// Kimi k2 models only support temperature=1.
if strings.Contains(lowerModel, "kimi") && strings.Contains(lowerModel, "k2") {
requestBody["temperature"] = 1.0
} else {
requestBody["temperature"] = temperature
}
}
jsonData, err := json.Marshal(requestBody)
if err != nil {
return nil, fmt.Errorf("failed to marshal request: %w", err)
}
req, err := http.NewRequestWithContext(ctx, "POST", p.apiBase+"/chat/completions", bytes.NewReader(jsonData))
if err != nil {
return nil, fmt.Errorf("failed to create request: %w", err)
}
req.Header.Set("Content-Type", "application/json")
if p.apiKey != "" {
req.Header.Set("Authorization", "Bearer "+p.apiKey)
}
resp, err := p.httpClient.Do(req)
if err != nil {
return nil, fmt.Errorf("failed to send request: %w", err)
}
defer resp.Body.Close()
body, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("failed to read response: %w", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("API request failed:\n Status: %d\n Body: %s", resp.StatusCode, string(body))
}
return parseResponse(body)
}
func parseResponse(body []byte) (*LLMResponse, error) {
var apiResponse struct {
Choices []struct {
Message struct {
Content string `json:"content"`
ToolCalls []struct {
ID string `json:"id"`
Type string `json:"type"`
Function *struct {
Name string `json:"name"`
Arguments string `json:"arguments"`
} `json:"function"`
} `json:"tool_calls"`
} `json:"message"`
FinishReason string `json:"finish_reason"`
} `json:"choices"`
Usage *UsageInfo `json:"usage"`
}
if err := json.Unmarshal(body, &apiResponse); err != nil {
return nil, fmt.Errorf("failed to unmarshal response: %w", err)
}
if len(apiResponse.Choices) == 0 {
return &LLMResponse{
Content: "",
FinishReason: "stop",
}, nil
}
choice := apiResponse.Choices[0]
toolCalls := make([]ToolCall, 0, len(choice.Message.ToolCalls))
for _, tc := range choice.Message.ToolCalls {
arguments := make(map[string]interface{})
name := ""
if tc.Type == "function" && tc.Function != nil {
name = tc.Function.Name
if tc.Function.Arguments != "" {
if err := json.Unmarshal([]byte(tc.Function.Arguments), &arguments); err != nil {
arguments["raw"] = tc.Function.Arguments
}
}
} else if tc.Function != nil {
name = tc.Function.Name
if tc.Function.Arguments != "" {
if err := json.Unmarshal([]byte(tc.Function.Arguments), &arguments); err != nil {
arguments["raw"] = tc.Function.Arguments
}
}
}
toolCalls = append(toolCalls, ToolCall{
ID: tc.ID,
Name: name,
Arguments: arguments,
})
}
return &LLMResponse{
Content: choice.Message.Content,
ToolCalls: toolCalls,
FinishReason: choice.FinishReason,
Usage: apiResponse.Usage,
}, nil
}