-
Notifications
You must be signed in to change notification settings - Fork 35
/
main.go
91 lines (77 loc) · 3.01 KB
/
main.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
package main
import (
"context"
"encoding/json"
"fmt"
"github.com/invopop/jsonschema"
"github.com/openai/openai-go"
)
// A struct that will be converted to a Structured Outputs response schema
type HistoricalComputer struct {
Origin Origin `json:"origin" jsonschema_description:"The origin of the computer"`
Name string `json:"full_name" jsonschema_description:"The name of the device model"`
Legacy string `json:"legacy" jsonschema:"enum=positive,enum=neutral,enum=negative" jsonschema_description:"Its influence on the field of computing"`
NotableFacts []string `json:"notable_facts" jsonschema_description:"A few key facts about the computer"`
}
type Origin struct {
YearBuilt int64 `json:"year_of_construction" jsonschema_description:"The year it was made"`
Organization string `json:"organization" jsonschema_description:"The organization that was in charge of its development"`
}
func GenerateSchema[T any]() interface{} {
// Structured Outputs uses a subset of JSON schema
// These flags are necessary to comply with the subset
reflector := jsonschema.Reflector{
AllowAdditionalProperties: false,
DoNotReference: true,
}
var v T
schema := reflector.Reflect(v)
return schema
}
// Generate the JSON schema at initialization time
var HistoricalComputerResponseSchema = GenerateSchema[HistoricalComputer]()
func main() {
client := openai.NewClient()
ctx := context.Background()
question := "What computer ran the first neural network?"
print("> ")
println(question)
schemaParam := openai.ResponseFormatJSONSchemaJSONSchemaParam{
Name: openai.F("biography"),
Description: openai.F("Notable information about a person"),
Schema: openai.F(HistoricalComputerResponseSchema),
Strict: openai.Bool(true),
}
// Query the Chat Completions API
chat, err := client.Chat.Completions.New(ctx, openai.ChatCompletionNewParams{
Messages: openai.F([]openai.ChatCompletionMessageParamUnion{
openai.UserMessage(question),
}),
ResponseFormat: openai.F[openai.ChatCompletionNewParamsResponseFormatUnion](
openai.ResponseFormatJSONSchemaParam{
Type: openai.F(openai.ResponseFormatJSONSchemaTypeJSONSchema),
JSONSchema: openai.F(schemaParam),
},
),
// Only certain models can perform structured outputs
Model: openai.F(openai.ChatModelGPT4o2024_08_06),
})
if err != nil {
panic(err.Error())
}
// The model responds with a JSON string, so parse it into a struct
historicalComputer := HistoricalComputer{}
err = json.Unmarshal([]byte(chat.Choices[0].Message.Content), &historicalComputer)
if err != nil {
panic(err.Error())
}
// Use the model's structured response with a native Go struct
fmt.Printf("Name: %v\n", historicalComputer.Name)
fmt.Printf("Year: %v\n", historicalComputer.Origin.YearBuilt)
fmt.Printf("Org: %v\n", historicalComputer.Origin.Organization)
fmt.Printf("Legacy: %v\n", historicalComputer.Legacy)
fmt.Printf("Facts:\n")
for i, fact := range historicalComputer.NotableFacts {
fmt.Printf("%v. %v\n", i+1, fact)
}
}