-
-
Notifications
You must be signed in to change notification settings - Fork 52
/
Copy pathchatgpt.go
155 lines (147 loc) · 3.44 KB
/
chatgpt.go
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
package chatgpt
import (
"context"
"errors"
"fmt"
"io"
"regexp"
"github.com/avast/retry-go"
"github.com/sashabaranov/go-openai"
)
type ChatGPT struct {
globalConf GlobalConfig
client *openai.Client
stream *openai.ChatCompletionStream
}
func NewChatGPT(conf GlobalConfig) *ChatGPT {
var cc openai.ClientConfig
switch conf.APIType {
case openai.APITypeOpenAI:
cc = openai.DefaultConfig(conf.APIKey)
if conf.Endpoint != "" {
cc.BaseURL = conf.Endpoint
}
case openai.APITypeAzure, openai.APITypeAzureAD:
cc = openai.DefaultAzureConfig(conf.APIKey, conf.Endpoint)
if conf.APIVersion != "" {
cc.APIVersion = conf.APIVersion
}
cc.AzureModelMapperFunc = func(model string) string {
m, ok := conf.ModelMapping[model]
if ok {
return m
}
// Fallback to use model name (without . or : ) as deployment name.
return regexp.MustCompile(`[.:]`).ReplaceAllString(model, "")
}
default:
panic(fmt.Sprintf("unknown API type: %s", conf.APIType))
}
cc.OrgID = conf.OrgID
client := openai.NewClientWithConfig(cc)
return &ChatGPT{globalConf: conf, client: client}
}
func (c *ChatGPT) Ask(conf ConversationConfig, question string, out io.Writer) error {
req := openai.ChatCompletionRequest{
Model: conf.Model,
Messages: []openai.ChatCompletionMessage{
{Role: openai.ChatMessageRoleSystem, Content: c.globalConf.LookupPrompt(conf.Prompt)},
{Role: openai.ChatMessageRoleUser, Content: question},
},
MaxTokens: conf.MaxTokens,
Temperature: conf.Temperature,
N: 1,
}
if conf.Stream {
stream, err := c.client.CreateChatCompletionStream(context.Background(), req)
if err != nil {
return err
}
defer stream.Close()
for {
resp, err := stream.Recv()
if err != nil {
if errors.Is(err, io.EOF) {
_, _ = fmt.Fprintln(out)
break
}
return err
}
content := resp.Choices[0].Delta.Content
_, _ = fmt.Fprint(out, content)
}
} else {
resp, err := c.client.CreateChatCompletion(context.Background(), req)
if err != nil {
return err
}
content := resp.Choices[0].Message.Content
_, _ = fmt.Fprintln(out, content)
}
return nil
}
func (c *ChatGPT) Send(conf ConversationConfig, messages []openai.ChatCompletionMessage) (
msg string,
hasMore bool,
err error,
) {
err = retry.Do(
func() error {
req := openai.ChatCompletionRequest{
Model: conf.Model,
Messages: messages,
MaxTokens: conf.MaxTokens,
Temperature: conf.Temperature,
N: 1,
}
if conf.Stream {
stream, err := c.client.CreateChatCompletionStream(context.Background(), req)
c.stream = stream
if err != nil {
return err
}
resp, err := stream.Recv()
if err != nil {
return err
}
if len(resp.Choices) > 0 {
msg = resp.Choices[0].Delta.Content
}
hasMore = true
} else {
resp, err := c.client.CreateChatCompletion(context.Background(), req)
if err != nil {
return err
}
if len(resp.Choices) > 0 {
msg = resp.Choices[0].Message.Content
}
hasMore = false
}
return nil
},
retry.Attempts(3),
retry.LastErrorOnly(true),
)
if err != nil {
return "", false, err
}
return
}
func (c *ChatGPT) Recv() (string, error) {
resp, err := c.stream.Recv()
if err != nil {
return "", err
}
if len(resp.Choices) == 0 {
return "", nil
}
content := resp.Choices[0].Delta.Content
return content, nil
}
func (c *ChatGPT) Done() {
if c.stream != nil {
c.stream.Close()
}
c.stream = nil
}