214 lines
5.4 KiB
Go
214 lines
5.4 KiB
Go
package llm
|
|
|
|
import (
|
|
"bufio"
|
|
"bytes"
|
|
"context"
|
|
"encoding/json"
|
|
"fmt"
|
|
"io"
|
|
"net/http"
|
|
"sort"
|
|
"strings"
|
|
"time"
|
|
)
|
|
|
|
// OpenAI is a provider for any OpenAI-compatible /chat/completions endpoint
|
|
// (OpenAI, OpenRouter, Ollama, LM Studio, vLLM, ...). It always streams.
|
|
type OpenAI struct {
|
|
BaseURL string
|
|
APIKey string
|
|
Model string
|
|
Temperature float64
|
|
HTTP *http.Client
|
|
}
|
|
|
|
func NewOpenAI(baseURL, apiKey, model string, temperature float64, timeout time.Duration) *OpenAI {
|
|
// Default transport: TLS certificate verification stays ON.
|
|
return &OpenAI{
|
|
BaseURL: strings.TrimRight(baseURL, "/"), APIKey: apiKey, Model: model,
|
|
Temperature: temperature, HTTP: &http.Client{Timeout: timeout},
|
|
}
|
|
}
|
|
|
|
type oaTool struct {
|
|
Type string `json:"type"`
|
|
Function ToolSpec `json:"function"`
|
|
}
|
|
|
|
type oaFunc struct {
|
|
Name string `json:"name,omitempty"`
|
|
Arguments string `json:"arguments,omitempty"`
|
|
}
|
|
|
|
type oaToolCall struct {
|
|
Index *int `json:"index,omitempty"`
|
|
ID string `json:"id,omitempty"`
|
|
Type string `json:"type,omitempty"`
|
|
Function oaFunc `json:"function"`
|
|
}
|
|
|
|
type oaMsg struct {
|
|
Role string `json:"role"`
|
|
Content *string `json:"content"`
|
|
ToolCalls []oaToolCall `json:"tool_calls,omitempty"`
|
|
ToolCallID string `json:"tool_call_id,omitempty"`
|
|
Name string `json:"name,omitempty"`
|
|
}
|
|
|
|
type oaReq struct {
|
|
Model string `json:"model"`
|
|
Messages []oaMsg `json:"messages"`
|
|
Tools []oaTool `json:"tools,omitempty"`
|
|
Stream bool `json:"stream"`
|
|
Temperature float64 `json:"temperature"`
|
|
}
|
|
|
|
type oaChunk struct {
|
|
Choices []struct {
|
|
Delta struct {
|
|
Content string `json:"content"`
|
|
ToolCalls []oaToolCall `json:"tool_calls"`
|
|
} `json:"delta"`
|
|
FinishReason *string `json:"finish_reason"`
|
|
} `json:"choices"`
|
|
Error *struct {
|
|
Message string `json:"message"`
|
|
} `json:"error"`
|
|
}
|
|
|
|
func toOA(msgs []Message) []oaMsg {
|
|
out := make([]oaMsg, 0, len(msgs))
|
|
for _, m := range msgs {
|
|
c := m.Content
|
|
om := oaMsg{Role: string(m.Role), Content: &c, ToolCallID: m.ToolCallID, Name: m.Name}
|
|
if m.Role == RoleAssistant && len(m.ToolCalls) > 0 && c == "" {
|
|
om.Content = nil
|
|
}
|
|
for _, tc := range m.ToolCalls {
|
|
om.ToolCalls = append(om.ToolCalls, oaToolCall{ID: tc.ID, Type: "function", Function: oaFunc{Name: tc.Name, Arguments: tc.Arguments}})
|
|
}
|
|
out = append(out, om)
|
|
}
|
|
return out
|
|
}
|
|
|
|
func (p *OpenAI) Chat(ctx context.Context, req Request, onDelta DeltaFunc) (Response, error) {
|
|
body := oaReq{Model: p.Model, Messages: toOA(req.Messages), Stream: true, Temperature: p.Temperature}
|
|
for _, t := range req.Tools {
|
|
body.Tools = append(body.Tools, oaTool{Type: "function", Function: t})
|
|
}
|
|
b, err := json.Marshal(body)
|
|
if err != nil {
|
|
return Response{}, err
|
|
}
|
|
hr, err := http.NewRequestWithContext(ctx, http.MethodPost, p.BaseURL+"/chat/completions", bytes.NewReader(b))
|
|
if err != nil {
|
|
return Response{}, err
|
|
}
|
|
hr.Header.Set("Content-Type", "application/json")
|
|
hr.Header.Set("Accept", "text/event-stream")
|
|
if p.APIKey != "" {
|
|
hr.Header.Set("Authorization", "Bearer "+p.APIKey)
|
|
}
|
|
resp, err := p.HTTP.Do(hr)
|
|
if err != nil {
|
|
return Response{}, fmt.Errorf("llm request: %w", err)
|
|
}
|
|
defer resp.Body.Close()
|
|
if resp.StatusCode/100 != 2 {
|
|
msg, _ := io.ReadAll(io.LimitReader(resp.Body, 4096))
|
|
return Response{}, fmt.Errorf("llm http %d: %s", resp.StatusCode, strings.TrimSpace(string(msg)))
|
|
}
|
|
return parseStream(resp.Body, onDelta)
|
|
}
|
|
|
|
type partialCall struct {
|
|
id, name string
|
|
args strings.Builder
|
|
}
|
|
|
|
func parseStream(r io.Reader, onDelta DeltaFunc) (Response, error) {
|
|
var out Response
|
|
var text strings.Builder
|
|
var tf thinkFilter
|
|
calls := map[int]*partialCall{}
|
|
sc := bufio.NewScanner(r)
|
|
sc.Buffer(make([]byte, 64*1024), 4<<20)
|
|
for sc.Scan() {
|
|
line := strings.TrimSpace(sc.Text())
|
|
if !strings.HasPrefix(line, "data:") {
|
|
continue
|
|
}
|
|
data := strings.TrimSpace(strings.TrimPrefix(line, "data:"))
|
|
if data == "[DONE]" {
|
|
break
|
|
}
|
|
var ch oaChunk
|
|
if err := json.Unmarshal([]byte(data), &ch); err != nil {
|
|
return out, fmt.Errorf("decode stream chunk: %w", err)
|
|
}
|
|
if ch.Error != nil {
|
|
return out, fmt.Errorf("llm error: %s", ch.Error.Message)
|
|
}
|
|
for _, c := range ch.Choices {
|
|
if c.Delta.Content != "" {
|
|
if v := tf.push(c.Delta.Content); v != "" {
|
|
text.WriteString(v)
|
|
if onDelta != nil {
|
|
onDelta(v)
|
|
}
|
|
}
|
|
}
|
|
for i, tc := range c.Delta.ToolCalls {
|
|
idx := i
|
|
if tc.Index != nil {
|
|
idx = *tc.Index
|
|
}
|
|
pc := calls[idx]
|
|
if pc == nil {
|
|
pc = &partialCall{}
|
|
calls[idx] = pc
|
|
}
|
|
if tc.ID != "" {
|
|
pc.id = tc.ID
|
|
}
|
|
if tc.Function.Name != "" {
|
|
pc.name += tc.Function.Name
|
|
}
|
|
pc.args.WriteString(tc.Function.Arguments)
|
|
}
|
|
if c.FinishReason != nil {
|
|
out.FinishReason = *c.FinishReason
|
|
}
|
|
}
|
|
}
|
|
if err := sc.Err(); err != nil {
|
|
return out, fmt.Errorf("read stream: %w", err)
|
|
}
|
|
if v := tf.finish(); v != "" {
|
|
text.WriteString(v)
|
|
if onDelta != nil {
|
|
onDelta(v)
|
|
}
|
|
}
|
|
out.Content = text.String()
|
|
idxs := make([]int, 0, len(calls))
|
|
for i := range calls {
|
|
idxs = append(idxs, i)
|
|
}
|
|
sort.Ints(idxs)
|
|
for _, i := range idxs {
|
|
pc := calls[i]
|
|
id := pc.id
|
|
if id == "" {
|
|
id = fmt.Sprintf("call_%d", i)
|
|
}
|
|
args := pc.args.String()
|
|
if args == "" {
|
|
args = "{}"
|
|
}
|
|
out.ToolCalls = append(out.ToolCalls, ToolCall{ID: id, Name: pc.name, Arguments: args})
|
|
}
|
|
return out, nil
|
|
}
|