add image generation feature

This commit is contained in:
Zhang Minghan 2023-08-14 23:13:32 +08:00
parent 68b49f6a09
commit 0d7085e7f4
8 changed files with 156 additions and 20 deletions

View File

@ -52,6 +52,8 @@ openai:
anonymous_endpoint: https://api.openai.com/v1
user: sk-xxxxxx|sk-xxxxxx|sk-xxxxxx
user_endpoint: https://api.openai.com/v1
image: sk-xxxxxx|sk-xxxxxx|sk-xxxxxx
image_endpoint: https://api.openai.com/v1
mysql:
host: localhost

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@ -7,9 +7,12 @@ import (
"chat/types"
"chat/utils"
"database/sql"
"fmt"
"github.com/gin-gonic/gin"
"github.com/go-redis/redis/v8"
"github.com/gorilla/websocket"
"net/http"
"strings"
)
type WebsocketAuthForm struct {
@ -21,6 +24,63 @@ func SendSegmentMessage(conn *websocket.Conn, message types.ChatGPTSegmentRespon
_ = conn.WriteMessage(websocket.TextMessage, []byte(utils.ToJson(message)))
}
func TextChat(conn *websocket.Conn, instance *conversation.Conversation) string {
keyword, segment := ChatWithWeb(conversation.CopyMessage(instance.GetMessageSegment(12)), true)
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{Keyword: keyword, End: false})
msg := ""
StreamRequest("gpt-3.5-turbo-16k-0613", segment, 2000, func(resp string) {
msg += resp
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: resp,
End: false,
})
})
if msg == "" {
msg = "There was something wrong... Please try again later."
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: msg,
End: false,
})
}
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{End: true})
return msg
}
func ImageChat(conn *websocket.Conn, instance *conversation.Conversation, user *auth.User, db *sql.DB, cache *redis.Client) string {
// format: /image a cat
data := strings.TrimSpace(instance.GetLatestMessage()[6:])
if len(data) == 0 {
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: "Please provide description for the image.",
End: true,
})
return "Please provide description for the image."
}
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: "Generating image...\n",
End: false,
})
url, err := GetImageWithUserLimit(user, data, db, cache)
if err != nil {
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: err.Error(),
End: true,
})
return err.Error()
}
markdown := fmt.Sprintln("![image](", url, ")")
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: markdown,
Keyword: "image",
End: true,
})
return markdown
}
func ChatAPI(c *gin.Context) {
// websocket connection
upgrader := websocket.Upgrader{
@ -85,27 +145,14 @@ func ChatAPI(c *gin.Context) {
return
}
if instance.HandleMessage(db, message) {
keyword, segment := ChatWithWeb(conversation.CopyMessage(instance.GetMessageSegment(12)), true)
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{Keyword: keyword, End: false})
msg := ""
StreamRequest("gpt-3.5-turbo-16k-0613", segment, 2000, func(resp string) {
msg += resp
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: resp,
End: false,
})
})
if msg == "" {
msg = "There was something wrong... Please try again later."
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{
Message: msg,
End: false,
})
var msg string
if strings.HasPrefix(instance.GetLatestMessage(), "/image") {
cache := c.MustGet("cache").(*redis.Client)
msg = ImageChat(conn, instance, user, db, cache)
} else {
msg = TextChat(conn, instance)
}
instance.SaveResponse(db, msg)
SendSegmentMessage(conn, types.ChatGPTSegmentResponse{End: true})
}
}
}

64
api/image.go Normal file
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@ -0,0 +1,64 @@
package api
import (
"chat/auth"
"chat/types"
"chat/utils"
"context"
"database/sql"
"fmt"
"github.com/go-redis/redis/v8"
"github.com/spf13/viper"
"time"
)
func GetImage(prompt string) (string, error) {
res, err := utils.Post(viper.GetString("openai.image_endpoint")+"/images/generations", map[string]string{
"Content-Type": "application/json",
"Authorization": "Bearer " + GetRandomKey(viper.GetString("openai.image")),
}, types.ChatGPTImageRequest{
Prompt: prompt,
Size: "512x512",
N: 1,
})
if err != nil || res == nil {
return "", err
}
if err, ok := res.(map[string]interface{})["error"]; ok {
return "", fmt.Errorf(err.(map[string]interface{})["message"].(string))
}
data := res.(map[string]interface{})["data"].([]interface{})[0].(map[string]interface{})["url"]
return data.(string), nil
}
func GetImageWithCache(ctx context.Context, prompt string, cache *redis.Client) (string, error) {
res, err := cache.Get(ctx, fmt.Sprintf(":image:%s", prompt)).Result()
if err != nil || len(res) == 0 || res == "" {
res, err := GetImage(prompt)
if err != nil {
return "", err
}
cache.Set(ctx, fmt.Sprintf(":image:%s", prompt), res, time.Hour*6)
return res, nil
}
return res, nil
}
func GetImageWithUserLimit(user *auth.User, prompt string, db *sql.DB, cache *redis.Client) (string, error) {
// 3 images one day per user (count by cache)
res, err := cache.Get(context.Background(), fmt.Sprintf(":imagelimit:%d", user.GetID(db))).Result()
if err != nil || len(res) == 0 || res == "" {
cache.Set(context.Background(), fmt.Sprintf(":imagelimit:%d", user.GetID(db)), "1", time.Hour*24)
return GetImageWithCache(context.Background(), prompt, cache)
}
if res == "3" {
return "", fmt.Errorf("you have reached your limit of 3 images per day")
} else {
cache.Set(context.Background(), fmt.Sprintf(":imagelimit:%d", user.GetID(db)), fmt.Sprintf("%d", utils.ToInt(res)+1), time.Hour*24)
return GetImageWithCache(context.Background(), prompt, cache)
}
}

View File

@ -212,7 +212,7 @@ export class Conversation {
public dynamicTypingEffect(index: number, content: Ref<string>, keyword: Ref<string>, end: Ref<boolean>): void {
let cursor = 0;
const interval = setInterval(() => {
keyword.value && (this.messages[index].keyword = keyword.value);
if (keyword.value && keyword.value !== "image") this.messages[index].keyword = keyword.value;
if (end.value && cursor >= content.value.length) {
this.messages[index].content = content.value;
this.state.value = false;
@ -221,6 +221,9 @@ export class Conversation {
}
if (cursor >= content.value.length) return;
cursor++;
if (keyword.value === "image") {
cursor = content.value.length;
}
this.messages[index].content = content.value.substring(0, cursor);
this.refresh && this.refresh();
}, 20);

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@ -11,6 +11,8 @@ openai:
anonymous_endpoint: https://api.openai.com/v1
user: sk-xxxxxx|sk-xxxxxx|sk-xxxxxx
user_endpoint: https://api.openai.com/v1
image: sk-xxxxxx|sk-xxxxxx|sk-xxxxxx
image_endpoint: https://api.openai.com/v1
mysql:
host: localhost

View File

@ -132,6 +132,10 @@ func (c *Conversation) HandleMessage(db *sql.DB, data []byte) bool {
return true
}
func (c *Conversation) GetLatestMessage() string {
return c.Message[len(c.Message)-1].Content
}
func (c *Conversation) SaveResponse(db *sql.DB, message string) {
c.AddMessageFromAssistant(message)
c.SaveConversation(db)

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@ -12,6 +12,12 @@ type ChatGPTRequest struct {
Stream bool `json:"stream"`
}
type ChatGPTImageRequest struct {
Prompt string `json:"prompt"`
Size string `json:"size"`
N int `json:"n"`
}
type ChatGPTStreamResponse struct {
ID string `json:"id"`
Object string `json:"object"`

View File

@ -36,3 +36,11 @@ func Unmarshal[T interface{}](data []byte) (form T, err error) {
err = json.Unmarshal(data, &form)
return form, err
}
func ToInt(value string) int {
if res, err := strconv.Atoi(value); err == nil {
return res
} else {
return 0
}
}