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This commit is contained in:
yanweidong
2026-02-03 14:40:20 +08:00
parent 827ec7bf5a
commit 57e303a012
5 changed files with 76 additions and 293 deletions
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25
cmd/cli/main.go
View File

@@ -22,18 +22,6 @@ func main() {
config.New(ServiceKey)
impl.NewImpl()
code := "601899.SH"
model := models.NewStratModel("selector", code)
stratRule := rule.NewRule(model)
stratRule.RunAi(code)
}
func main2() {
log.Println("Hello Cli!")
config.New(ServiceKey)
impl.NewImpl()
for _, code := range strategy.GetStocks() {
strategy.InitCacheByCode(code)
model := models.NewStratModel("selector", code)
@@ -46,12 +34,25 @@ func main2() {
stratRule.RunAmount(code)
stratRule.RunRoe(code)
stratRule.RunRsi(code)
stratRule.RunAi(code)
}
model.Save()
}
}
func ai() {
log.Println("Hello Cli!")
config.New(ServiceKey)
impl.NewImpl()
code := "601899.SH"
model := models.NewStratModel("selector", code)
stratRule := rule.NewRule(model)
stratRule.RunAi(code)
}
func main3() {
log.Println("Hello Cli!")
config.New(ServiceKey)

266
internal/logic/deepseek/dpsk.go
View File

@@ -1,266 +0,0 @@
package deepseek
import (
"bytes"
"encoding/json"
"fmt"
"io"
"mime/multipart"
"net/http"
"os"
"path/filepath"
"time"
)
// 配置结构体
type Config struct {
APIKey string `json:"api_key"`
BaseURL string `json:"base_url"`
Model string `json:"model"`
MaxTokens int `json:"max_tokens"`
Temperature float64 `json:"temperature"`
}
// 上传文件响应结构体
type UploadResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Bytes int `json:"bytes"`
CreatedAt int64 `json:"created_at"`
Filename string `json:"filename"`
Purpose string `json:"purpose"`
}
// 消息结构体
type Message struct {
Role string `json:"role"`
Content string `json:"content"`
}
// 聊天请求结构体
type ChatRequest struct {
Model string `json:"model"`
Messages []Message `json:"messages"`
MaxTokens int `json:"max_tokens,omitempty"`
Temperature float64 `json:"temperature,omitempty"`
Stream bool `json:"stream,omitempty"`
}
// 聊天响应结构体
type ChatResponse struct {
ID string `json:"id"`
Object string `json:"object"`
Created int64 `json:"created"`
Model string `json:"model"`
Choices []struct {
Index int `json:"index"`
Message struct {
Role string `json:"role"`
Content string `json:"content"`
} `json:"message"`
FinishReason string `json:"finish_reason"`
} `json:"choices"`
Usage struct {
PromptTokens int `json:"prompt_tokens"`
CompletionTokens int `json:"completion_tokens"`
TotalTokens int `json:"total_tokens"`
} `json:"usage"`
}
// JSON响应包装器
type JSONResponse struct {
Success bool `json:"success"`
Message string `json:"message,omitempty"`
Data interface{} `json:"data,omitempty"`
Error string `json:"error,omitempty"`
}
// 上传文件到DeepSeek
func UploadFile(apiKey, filePath string) (*UploadResponse, error) {
file, err := os.Open(filePath)
if err != nil {
return nil, fmt.Errorf("打开文件失败: %v", err)
}
defer file.Close()
// 创建multipart表单
body := &bytes.Buffer{}
writer := multipart.NewWriter(body)
// 添加文件字段
part, err := writer.CreateFormFile("file", filepath.Base(filePath))
if err != nil {
return nil, fmt.Errorf("创建表单文件失败: %v", err)
}
_, err = io.Copy(part, file)
if err != nil {
return nil, fmt.Errorf("复制文件内容失败: %v", err)
}
// 添加purpose字段
_ = writer.WriteField("purpose", "assistants")
err = writer.Close()
if err != nil {
return nil, fmt.Errorf("关闭writer失败: %v", err)
}
// 创建请求
req, err := http.NewRequest("POST", "https://api.deepseek.com/files", body)
if err != nil {
return nil, fmt.Errorf("创建请求失败: %v", err)
}
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", writer.FormDataContentType())
// 发送请求
client := &http.Client{Timeout: 30 * time.Second}
resp, err := client.Do(req)
if err != nil {
return nil, fmt.Errorf("发送请求失败: %v", err)
}
defer resp.Body.Close()
// 读取响应
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("读取响应失败: %v", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("API返回错误: %d %s", resp.StatusCode, string(respBody))
}
// 解析响应
var uploadResp UploadResponse
err = json.Unmarshal(respBody, &uploadResp)
if err != nil {
return nil, fmt.Errorf("解析响应失败: %v", err)
}
return &uploadResp, nil
}
// 发送聊天请求（带文件）
func ChatWithFile(apiKey, fileID, question string, config Config) (*ChatResponse, error) {
// 构建消息内容
content := fmt.Sprintf(`请分析我上传的Markdown文件并回答以下问题：
问题：%s
请基于文件内容提供详细的回答。`, question)
// 创建聊天请求
chatReq := ChatRequest{
Model: config.Model,
Messages: []Message{
{
Role: "user",
Content: content,
},
},
MaxTokens: config.MaxTokens,
Temperature: config.Temperature,
Stream: false,
}
// 如果有文件ID，添加到消息中
if fileID != "" {
chatReq.Messages[0].Content = fmt.Sprintf(`我上传了一个Markdown文件（ID: %s），请分析这个文件并回答以下问题：
问题：%s
请基于文件内容提供详细的回答。`, fileID, question)
}
// 序列化请求体
reqBody, err := json.Marshal(chatReq)
if err != nil {
return nil, fmt.Errorf("序列化请求失败: %v", err)
}
// 创建请求
req, err := http.NewRequest("POST", config.BaseURL+"/chat/completions", bytes.NewBuffer(reqBody))
if err != nil {
return nil, fmt.Errorf("创建请求失败: %v", err)
}
req.Header.Set("Authorization", "Bearer "+apiKey)
req.Header.Set("Content-Type", "application/json")
// 发送请求
client := &http.Client{Timeout: 60 * time.Second}
resp, err := client.Do(req)
if err != nil {
return nil, fmt.Errorf("发送请求失败: %v", err)
}
defer resp.Body.Close()
// 读取响应
respBody, err := io.ReadAll(resp.Body)
if err != nil {
return nil, fmt.Errorf("读取响应失败: %v", err)
}
if resp.StatusCode != http.StatusOK {
return nil, fmt.Errorf("API返回错误: %d - %s", resp.StatusCode, string(respBody))
}
// 解析响应
var chatResp ChatResponse
err = json.Unmarshal(respBody, &chatResp)
if err != nil {
return nil, fmt.Errorf("解析响应失败: %v", err)
}
return &chatResp, nil
}
// 处理Markdown文件上传和问答
func ProcessMarkdownQA(config Config, filePath, question string) ([]byte, error) {
var jsonResponse JSONResponse
// 1. 上传文件
fmt.Println("正在上传Markdown文件...")
uploadResp, err := UploadFile(config.APIKey, filePath)
if err != nil {
jsonResponse.Success = false
jsonResponse.Error = fmt.Sprintf("上传文件失败: %v", err)
return json.Marshal(jsonResponse)
}
fmt.Printf("文件上传成功！文件ID: %s\n", uploadResp.ID)
// 2. 使用文件进行问答
fmt.Println("正在分析文件并回答问题...")
chatResp, err := ChatWithFile(config.APIKey, uploadResp.ID, question, config)
if err != nil {
jsonResponse.Success = false
jsonResponse.Error = fmt.Sprintf("问答失败: %v", err)
return json.Marshal(jsonResponse)
}
// 3. 构建成功响应
if len(chatResp.Choices) > 0 {
responseData := map[string]interface{}{
"file_info": map[string]interface{}{
"file_id": uploadResp.ID,
"filename": uploadResp.Filename,
"size_bytes": uploadResp.Bytes,
},
"question": question,
"answer": chatResp.Choices[0].Message.Content,
"usage": chatResp.Usage,
"model": chatResp.Model,
}
jsonResponse.Success = true
jsonResponse.Message = "处理成功"
jsonResponse.Data = responseData
} else {
jsonResponse.Success = false
jsonResponse.Error = "未收到有效回答"
}
return json.MarshalIndent(jsonResponse, "", " ")
}

61
internal/logic/strategy/rule/ai.go
View File

@@ -1,11 +1,16 @@
package rule
import (
"context"
"encoding/json"
"fmt"
"os"
"strings"
"git.apinb.com/bsm-sdk/core/utils"
"git.apinb.com/quant/gostock/internal/config"
"git.apinb.com/quant/gostock/internal/logic/deepseek"
"github.com/go-deepseek/deepseek"
"github.com/go-deepseek/deepseek/request"
)
var (
@@ -20,16 +25,31 @@ func (r *RuleFactory) RunAi(code string) {
return
}
c := deepseek.Config{
APIKey: config.Spec.DeepSeekApiKey, // 替换为你的API Key
BaseURL: "https://api.deepseek.com",
Model: "deepseek-chat", // 或 "deepseek-coder"
MaxTokens: 2000,
Temperature: 0.7,
content, err := os.ReadFile(mdPath)
if err != nil {
r.Model.AiScrore = -1
r.Model.AddDesc(fmt.Sprintf("%s markdown 读取错误,%v", mdPath, err))
return
}
prompt := "你是一名资深量化投研分析师。请根据markdown格式的附件内容，给出详细总结与买入评分（0-10），输出JSON，字段：summary(500字内中文总结)、score(0-10数字)、action(买入/谨慎/观望)、risk(一句风险提示)。"
result, err := deepseek.ProcessMarkdownQA(c, mdPath, prompt)
client, _ := deepseek.NewClient(config.Spec.DeepSeekApiKey)
//prompt := "你是一名资深量化投研分析师,分析" + code + "这个股票，该股票的详细数据在https://markdata.apinb.com/" + code + ".md 读取这个markdown格式的内容，根据内容中的行情，财报，技术指标等数据(倒序，最新在最前面），给出基本面总结，技术面总结，舆论总结等更多方面的总结，并输出买入评分（0-10）整数，输出JSON，字段：summary(500字内中文总结)、score(0-10数字)、action(买入/谨慎/观望)、risk(一句风险提示)。"
prompt := "你是一名资深量化投研分析师,分析" + code + "这个股票，根据内容中的行情，财报，技术指标等数据，给出基本面总结，技术面总结，舆论总结等更多方面的总结，并输出买入评分（0-10）整数，输出JSON，字段：summary(中文总结)、summary_2025(2025年财报总结)、summary_base(基本面分析总结)、summary_tech(技术面分析总结)、score(0-10数字)、support_level(支撑位价格)、resis_level(阻力位价格)、action(买入/谨慎/观望)、risk(一句风险提示)。\r\n"
prompt += "内容如下：\r\n"
prompt += string(content)
chatReq := &request.ChatCompletionsRequest{
Model: deepseek.DEEPSEEK_CHAT_MODEL,
Stream: false,
Messages: []*request.Message{
{
Role: "system",
Content: prompt, // set your input message
},
},
}
chatResp, err := client.CallChatCompletionsChat(context.Background(), chatReq)
if err != nil {
r.Model.AiScrore = -1
r.Model.AddDesc(fmt.Sprintf("处理失败: %v", err))
@@ -37,6 +57,27 @@ func (r *RuleFactory) RunAi(code string) {
}
// 输出JSON格式的结果
fmt.Println(string(result))
jsonBodys := strings.ReplaceAll(chatResp.Choices[0].Message.Content, "```json", "")
jsonBodys = strings.ReplaceAll(jsonBodys, "```", "")
var result map[string]any
err = json.Unmarshal([]byte(jsonBodys), &result)
if err != nil {
r.Model.AiScrore = -1
r.Model.AddDesc(fmt.Sprintf("Unmarshal: %v", err))
return
}
r.Model.AiSummary = result["summary"].(string)
r.Model.AiSummary2025 = result["summary_2025"].(string)
r.Model.AiSummaryBase = result["summary_base"].(string)
r.Model.AiSummaryTech = result["summary_tech"].(string)
r.Model.AiScrore = int(result["score"].(float64))
r.Model.AiSupportLevel = result["support_level"].(float64)
r.Model.AiResisLevel = result["resis_level"].(float64)
r.Model.AiAction = result["action"].(string)
r.Model.AiRisk = result["risk"].(string)
return
}

11
internal/models/strat_model.go
View File

@@ -32,8 +32,15 @@ type StratModel struct {
Desc []StratDesc `gorm:"foreignKey:StratModelID"`
//AI
AiScrore int
AiReply string
AiSummary string
AiSummary2025 string
AiSummaryBase string
AiSummaryTech string
AiScrore int
AiSupportLevel float64
AiResisLevel float64
AiAction string
AiRisk string
}
func init() {

6
markdata/601899.SH.md
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File diff suppressed because one or more lines are too long