forked from EshaanAgg/LFXMM-Backend
-
Notifications
You must be signed in to change notification settings - Fork 1
/
openAI.go
77 lines (63 loc) · 2.15 KB
/
openAI.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
package project
import (
"bytes"
"encoding/json"
"fmt"
"net/http"
"os"
)
// A general function used to make API request and get the response with the given `prompt`
func openAIRequest(prompt string) (string, error) {
apiKey := os.Getenv("OPENAI_API_KEY")
apiURL := "https://api.openai.com/v1/chat/completions"
messages := make([]any, 0)
messages = append(messages, map[string]string{
"role": "user",
"content": prompt,
})
data := map[string]any{
"model": "gpt-3.5-turbo",
"messages": messages,
}
payload, err := json.Marshal(data)
if err != nil {
return "", fmt.Errorf("marshalling the request data failed:\n\t%v", err)
}
req, err := http.NewRequest("POST", apiURL, bytes.NewBuffer(payload))
if err != nil {
return "", fmt.Errorf("preparing API request to OpenAI failed:\n\t%v", err)
}
// Add the headers
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// Send the request
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
return "", fmt.Errorf("making API request to OpenAI failed:\n\t%v", err)
}
defer resp.Body.Close()
// Read the response
var result map[string]any
err = json.NewDecoder(resp.Body).Decode(&result)
if err != nil {
return "", fmt.Errorf("unmarshalling the response data failed:\n\t%v", err)
}
if completion, ok := result["choices"].([]any); ok && len(completion) > 0 {
if message, ok := completion[0].(map[string]any)["message"]; ok {
if content, ok := message.(map[string]any)["content"].(string); ok {
return content, nil
}
}
}
return "", fmt.Errorf("failed to get a valid response")
}
// Used to get the description from OpenAI for a partiucular organization
func getAIDescription(orgName string) (string, error) {
prompt := fmt.Sprintf("Give me a short description of about 80-100 words about the popular LFX organization %v which introduces the same to new contributors. Answer in a single paragraph and return nothing else that the textual description.", orgName)
desc, err := openAIRequest(prompt)
if err != nil {
return "", fmt.Errorf("openAI request failed for org %v:\n\t%v", orgName, err)
}
return desc, err
}