Files
nofx/mcp/request_builder.go
Shui 88b01c8f2a refactor(mcp) (#1042)
* improve(interface): replace with interface

* feat(mcp): 添加构建器模式支持

新增功能:
- RequestBuilder 构建器,支持流式 API
- 多轮对话支持(AddAssistantMessage)
- Function Calling / Tools 支持
- 精细参数控制(temperature, top_p, penalties 等)
- 3个预设场景(Chat, CodeGen, CreativeWriting)
- 完整的测试套件(19个新测试)

修复问题:
- Config 字段未使用(MaxRetries、Temperature 等)
- DeepSeek/Qwen SetAPIKey 的冗余 nil 检查

向后兼容:
- 保留 CallWithMessages API
- 新增 CallWithRequest API

测试:
- 81 个测试全部通过
- 覆盖率 80.6%

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: tinkle-community <tinklefund@gmail.com>

---------

Co-authored-by: zbhan <zbhan@freewheel.tv>
Co-authored-by: tinkle-community <tinklefund@gmail.com>
2025-11-15 23:04:53 -05:00

318 lines
8.2 KiB
Go

package mcp
import (
"errors"
)
// RequestBuilder 请求构建器
type RequestBuilder struct {
model string
messages []Message
stream bool
temperature *float64
maxTokens *int
topP *float64
frequencyPenalty *float64
presencePenalty *float64
stop []string
tools []Tool
toolChoice string
}
// NewRequestBuilder 创建请求构建器
//
// 使用示例:
// request := NewRequestBuilder().
// WithSystemPrompt("You are helpful").
// WithUserPrompt("Hello").
// WithTemperature(0.8).
// Build()
func NewRequestBuilder() *RequestBuilder {
return &RequestBuilder{
messages: make([]Message, 0),
tools: make([]Tool, 0),
}
}
// ============================================================
// 模型和流式配置
// ============================================================
// WithModel 设置模型名称
func (b *RequestBuilder) WithModel(model string) *RequestBuilder {
b.model = model
return b
}
// WithStream 设置是否使用流式响应
func (b *RequestBuilder) WithStream(stream bool) *RequestBuilder {
b.stream = stream
return b
}
// ============================================================
// 消息构建方法
// ============================================================
// WithSystemPrompt 添加系统提示词(便捷方法)
func (b *RequestBuilder) WithSystemPrompt(prompt string) *RequestBuilder {
if prompt != "" {
b.messages = append(b.messages, NewSystemMessage(prompt))
}
return b
}
// WithUserPrompt 添加用户提示词(便捷方法)
func (b *RequestBuilder) WithUserPrompt(prompt string) *RequestBuilder {
if prompt != "" {
b.messages = append(b.messages, NewUserMessage(prompt))
}
return b
}
// AddSystemMessage 添加系统消息
func (b *RequestBuilder) AddSystemMessage(content string) *RequestBuilder {
return b.WithSystemPrompt(content)
}
// AddUserMessage 添加用户消息
func (b *RequestBuilder) AddUserMessage(content string) *RequestBuilder {
return b.WithUserPrompt(content)
}
// AddAssistantMessage 添加助手消息(用于多轮对话上下文)
func (b *RequestBuilder) AddAssistantMessage(content string) *RequestBuilder {
if content != "" {
b.messages = append(b.messages, NewAssistantMessage(content))
}
return b
}
// AddMessage 添加自定义角色的消息
func (b *RequestBuilder) AddMessage(role, content string) *RequestBuilder {
if content != "" {
b.messages = append(b.messages, NewMessage(role, content))
}
return b
}
// AddMessages 批量添加消息
func (b *RequestBuilder) AddMessages(messages ...Message) *RequestBuilder {
b.messages = append(b.messages, messages...)
return b
}
// AddConversationHistory 添加对话历史
func (b *RequestBuilder) AddConversationHistory(history []Message) *RequestBuilder {
b.messages = append(b.messages, history...)
return b
}
// ClearMessages 清空所有消息
func (b *RequestBuilder) ClearMessages() *RequestBuilder {
b.messages = make([]Message, 0)
return b
}
// ============================================================
// 参数控制方法
// ============================================================
// WithTemperature 设置温度参数 (0-2)
// 较高的温度(如 1.2)会使输出更随机,较低的温度(如 0.2)会使输出更确定
func (b *RequestBuilder) WithTemperature(t float64) *RequestBuilder {
if t < 0 || t > 2 {
// 可以选择 panic 或者静默忽略,这里选择限制范围
if t < 0 {
t = 0
}
if t > 2 {
t = 2
}
}
b.temperature = &t
return b
}
// WithMaxTokens 设置最大 token 数
func (b *RequestBuilder) WithMaxTokens(tokens int) *RequestBuilder {
if tokens > 0 {
b.maxTokens = &tokens
}
return b
}
// WithTopP 设置 top-p 核采样参数 (0-1)
// 控制考虑的 token 范围,较小的值(如 0.1)使输出更聚焦
func (b *RequestBuilder) WithTopP(p float64) *RequestBuilder {
if p >= 0 && p <= 1 {
b.topP = &p
}
return b
}
// WithFrequencyPenalty 设置频率惩罚 (-2 to 2)
// 正值会根据 token 在文本中出现的频率惩罚它们,减少重复
func (b *RequestBuilder) WithFrequencyPenalty(penalty float64) *RequestBuilder {
if penalty >= -2 && penalty <= 2 {
b.frequencyPenalty = &penalty
}
return b
}
// WithPresencePenalty 设置存在惩罚 (-2 to 2)
// 正值会根据 token 是否出现在文本中惩罚它们,增加话题多样性
func (b *RequestBuilder) WithPresencePenalty(penalty float64) *RequestBuilder {
if penalty >= -2 && penalty <= 2 {
b.presencePenalty = &penalty
}
return b
}
// WithStopSequences 设置停止序列
// 当模型生成这些序列之一时,将停止生成
func (b *RequestBuilder) WithStopSequences(sequences []string) *RequestBuilder {
b.stop = sequences
return b
}
// AddStopSequence 添加单个停止序列
func (b *RequestBuilder) AddStopSequence(sequence string) *RequestBuilder {
if sequence != "" {
b.stop = append(b.stop, sequence)
}
return b
}
// ============================================================
// 工具/函数调用相关
// ============================================================
// AddTool 添加工具
func (b *RequestBuilder) AddTool(tool Tool) *RequestBuilder {
b.tools = append(b.tools, tool)
return b
}
// AddFunction 添加函数(便捷方法)
func (b *RequestBuilder) AddFunction(name, description string, parameters map[string]any) *RequestBuilder {
tool := Tool{
Type: "function",
Function: FunctionDef{
Name: name,
Description: description,
Parameters: parameters,
},
}
b.tools = append(b.tools, tool)
return b
}
// WithToolChoice 设置工具选择策略
// - "auto": 自动选择是否调用工具
// - "none": 不调用工具
// - 也可以指定特定工具: `{"type": "function", "function": {"name": "my_function"}}`
func (b *RequestBuilder) WithToolChoice(choice string) *RequestBuilder {
b.toolChoice = choice
return b
}
// ============================================================
// 构建方法
// ============================================================
// Build 构建请求对象
func (b *RequestBuilder) Build() (*Request, error) {
// 验证:至少需要一条消息
if len(b.messages) == 0 {
return nil, errors.New("至少需要一条消息")
}
// 创建请求
req := &Request{
Model: b.model,
Messages: b.messages,
Stream: b.stream,
Stop: b.stop,
Tools: b.tools,
ToolChoice: b.toolChoice,
}
// 只设置非 nil 的可选参数(避免发送 0 值覆盖服务端默认值)
if b.temperature != nil {
req.Temperature = b.temperature
}
if b.maxTokens != nil {
req.MaxTokens = b.maxTokens
}
if b.topP != nil {
req.TopP = b.topP
}
if b.frequencyPenalty != nil {
req.FrequencyPenalty = b.frequencyPenalty
}
if b.presencePenalty != nil {
req.PresencePenalty = b.presencePenalty
}
return req, nil
}
// MustBuild 构建请求对象,如果失败则 panic
// 适用于构建过程中确定不会出错的场景
func (b *RequestBuilder) MustBuild() *Request {
req, err := b.Build()
if err != nil {
panic(err)
}
return req
}
// ============================================================
// 便捷方法:预设场景
// ============================================================
// ForChat 创建用于聊天的构建器(预设合理的参数)
func ForChat() *RequestBuilder {
temp := 0.7
tokens := 2000
return &RequestBuilder{
messages: make([]Message, 0),
tools: make([]Tool, 0),
temperature: &temp,
maxTokens: &tokens,
}
}
// ForCodeGeneration 创建用于代码生成的构建器(低温度,更确定)
func ForCodeGeneration() *RequestBuilder {
temp := 0.2
tokens := 2000
topP := 0.1
return &RequestBuilder{
messages: make([]Message, 0),
tools: make([]Tool, 0),
temperature: &temp,
maxTokens: &tokens,
topP: &topP,
}
}
// ForCreativeWriting 创建用于创意写作的构建器(高温度,更随机)
func ForCreativeWriting() *RequestBuilder {
temp := 1.2
tokens := 4000
topP := 0.95
presencePenalty := 0.6
frequencyPenalty := 0.5
return &RequestBuilder{
messages: make([]Message, 0),
tools: make([]Tool, 0),
temperature: &temp,
maxTokens: &tokens,
topP: &topP,
presencePenalty: &presencePenalty,
frequencyPenalty: &frequencyPenalty,
}
}