update template decorator (#1142)

This commit is contained in:
rinfx
2024-07-22 17:04:55 +08:00
committed by GitHub
parent ef31e09310
commit 8c48fcb423
3 changed files with 60 additions and 90 deletions

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@@ -1,18 +1,12 @@
# 简介
AI提示词修饰插件,通过在与大模型发起的请求前后插入指定信息来调整大模型的输出
AI提示词装饰器插件支持在LLM的请求前后插入prompt
# 配置说明
| 名称 | 数据类型 | 填写要求 | 默认值 | 描述 |
|----------------|-----------------|------|-----|----------------------------------|
| `decorators` | array of object | 必填 | - | 修饰设置 |
template object 配置说明:
| 名称 | 数据类型 | 填写要求 | 默认值 | 描述 |
|----------------|-----------------|------|-----|----------------------------------|
| `name` | string | 必填 | - | 修饰名称 |
| `decorator.prepend` | array of message object | 必填 | - | 在初始输入之插入的语句 |
| `decorator.append` | array of message object | 必填 | - | 在初始输入之后插入的语句 |
| `prepend` | array of message object | optional | - | 在初始输入之前插入的语句 |
| `append` | array of message object | optional | - | 在初始输入之插入的语句 |
message object 配置说明:
@@ -26,57 +20,50 @@ message object 配置说明:
配置示例如下:
```yaml
decorators:
- name: "hangzhou-guide"
decorator:
prepend:
- role: system
content: "You will always respond in the Chinese language."
- role: user
content: "Assume you are from Hangzhou."
append:
- role: user
content: "Don't introduce Hangzhou's food."
prepend:
- role: system
content: "请使用英语回答问题"
append:
- role: user
content: "每次回答完问题,尝试进行反问"
```
使用以上配置发起请求:
```bash
{
curl http://localhost/test \
-H "content-type: application/json" \
-d '{
"model": "gpt-3.5-turbo",
"messages": [
{
"role": "user",
"content": "Please introduce your home."
"content": "你是谁?"
}
]
}
```
响应如下
经过插件处理后,实际请求为
```
{
"id": "chatcmpl-9UYwQlEg6GwAswEZBDYXl41RU4gab",
"object": "chat.completion",
"created": 1717071182,
"model": "gpt-3.5-turbo-0125",
"choices": [
```bash
curl http://localhost/test \
-H "content-type: application/json" \
-d '{
"model": "gpt-3.5-turbo",
"messages": [
{
"index": 0,
"message": {
"role": "assistant",
"content": "杭州是一个美丽的城市,有着悠久的历史和富有特色的文化。这里风景优美,有西湖、雷峰塔等著名景点,吸引着许多游客前来观光。杭州人民热情好客,城市宁静安逸,是一个适合居住和旅游的地方。"
},
"logprobs": null,
"finish_reason": "stop"
"role": "system",
"content": "请使用英语回答问题"
},
{
"role": "user",
"content": "你是谁?"
},
{
"role": "user",
"content": "每次回答完问题,尝试进行反问"
}
],
"usage": {
"prompt_tokens": 49,
"completion_tokens": 117,
"total_tokens": 166
},
"system_fingerprint": null
]
}
```

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@@ -1,12 +1,9 @@
github.com/alibaba/higress/plugins/wasm-go v1.3.5 h1:VOLL3m442IHCSu8mR5AZ4sc6LVT9X0w1hdqDI7oB9jY=
github.com/alibaba/higress/plugins/wasm-go v1.3.5/go.mod h1:kr3V9Ntbspj1eSrX8rgjBsdMXkGupYEf+LM72caGPQc=
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
github.com/google/uuid v1.3.0 h1:t6JiXgmwXMjEs8VusXIJk2BXHsn+wx8BZdTaoZ5fu7I=
github.com/google/uuid v1.3.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
github.com/higress-group/nottinygc v0.0.0-20231101025119-e93c4c2f8520 h1:IHDghbGQ2DTIXHBHxWfqCYQW1fKjyJ/I7W1pMyUDeEA=
github.com/higress-group/nottinygc v0.0.0-20231101025119-e93c4c2f8520/go.mod h1:Nz8ORLaFiLWotg6GeKlJMhv8cci8mM43uEnLA5t8iew=
github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20240226064518-b3dc4646a35a h1:luYRvxLTE1xYxrXYj7nmjd1U0HHh8pUPiKfdZ0MhCGE=
github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20240226064518-b3dc4646a35a/go.mod h1:hNFjhrLUIq+kJ9bOcs8QtiplSQ61GZXtd2xHKx4BYRo=
github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20240711023527-ba358c48772f h1:ZIiIBRvIw62gA5MJhuwp1+2wWbqL9IGElQ499rUsYYg=
github.com/higress-group/proxy-wasm-go-sdk v0.0.0-20240711023527-ba358c48772f/go.mod h1:hNFjhrLUIq+kJ9bOcs8QtiplSQ61GZXtd2xHKx4BYRo=
github.com/magefile/mage v1.14.0 h1:6QDX3g6z1YvJ4olPhT1wksUcSa/V0a1B+pJb73fBjyo=
github.com/magefile/mage v1.14.0/go.mod h1:z5UZb/iS3GoOSn0JgWuiw7dxlurVYTu+/jHXqQg881A=

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@@ -1,8 +1,7 @@
package main
import (
"errors"
"strings"
"encoding/json"
"github.com/alibaba/higress/plugins/wasm-go/pkg/wrapper"
"github.com/higress-group/proxy-wasm-go-sdk/proxywasm"
@@ -20,66 +19,53 @@ func main() {
)
}
type Message struct {
Role string `json:"role"`
Content string `json:"content"`
}
type AIPromptDecoratorConfig struct {
decorators map[string]string
Prepend []Message `json:"prepend"`
Append []Message `json:"append"`
}
func removeBrackets(raw string) (string, error) {
startIndex := strings.Index(raw, "{")
endIndex := strings.LastIndex(raw, "}")
if startIndex == -1 || endIndex == -1 {
return raw, errors.New("message format is wrong!")
} else {
return raw[startIndex : endIndex+1], nil
}
}
func parseConfig(json gjson.Result, config *AIPromptDecoratorConfig, log wrapper.Log) error {
config.decorators = make(map[string]string)
for _, v := range json.Get("decorators").Array() {
config.decorators[v.Get("name").String()] = v.Get("decorator").Raw
// log.Info(v.Get("decorator").Raw)
}
return nil
func parseConfig(jsonConfig gjson.Result, config *AIPromptDecoratorConfig, log wrapper.Log) error {
return json.Unmarshal([]byte(jsonConfig.Raw), config)
}
func onHttpRequestHeaders(ctx wrapper.HttpContext, config AIPromptDecoratorConfig, log wrapper.Log) types.Action {
decorator, _ := proxywasm.GetHttpRequestHeader("decorator")
if decorator == "" {
ctx.DontReadRequestBody()
return types.ActionContinue
}
ctx.SetContext("decorator", decorator)
proxywasm.RemoveHttpRequestHeader("decorator")
proxywasm.RemoveHttpRequestHeader("content-length")
return types.ActionContinue
}
func onHttpRequestBody(ctx wrapper.HttpContext, config AIPromptDecoratorConfig, body []byte, log wrapper.Log) types.Action {
decoratorName := ctx.GetContext("decorator").(string)
decorator := config.decorators[decoratorName]
messageJson := `{"messages":[]}`
prependMessage := gjson.Get(decorator, "prepend")
if prependMessage.Exists() {
for _, entry := range prependMessage.Array() {
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", entry.Raw)
for _, entry := range config.Prepend {
msg, err := json.Marshal(entry)
if err != nil {
log.Errorf("Failed to add prepend message, error: %v", err)
return types.ActionContinue
}
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", string(msg))
}
rawMessage := gjson.GetBytes(body, "messages")
if rawMessage.Exists() {
for _, entry := range rawMessage.Array() {
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", entry.Raw)
}
if !rawMessage.Exists() {
log.Errorf("Cannot find messages field in request body")
return types.ActionContinue
}
for _, entry := range rawMessage.Array() {
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", entry.Raw)
}
appendMessage := gjson.Get(decorator, "append")
if appendMessage.Exists() {
for _, entry := range appendMessage.Array() {
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", entry.Raw)
for _, entry := range config.Append {
msg, err := json.Marshal(entry)
if err != nil {
log.Errorf("Failed to add prepend message, error: %v", err)
return types.ActionContinue
}
messageJson, _ = sjson.SetRaw(messageJson, "messages.-1", string(msg))
}
newbody, err := sjson.SetRaw(string(body), "messages", gjson.Get(messageJson, "messages").Raw)