Endpoint for streaming generated code

This commit is contained in:
2025-01-13 19:59:00 +01:00
parent 20f16ea4f5
commit 754bc1f7d8
3 changed files with 33 additions and 23 deletions
+30 -23
View File
@@ -2,25 +2,37 @@ package main
import (
"context"
"encoding/json"
"fmt"
"log"
"net/http"
"strconv"
"github.com/labstack/echo/v4"
"github.com/labstack/echo/v4/middleware"
"github.com/tmc/langchaingo/llms"
"github.com/tmc/langchaingo/llms/ollama"
)
type GeneratedCode struct {
Code string
Source string
Language string
}
func main() {
ech := echo.New()
ech.Use(middleware.CORS())
ech.GET("/generate", func(ctx echo.Context) error {
lines, err := strconv.Atoi(ctx.QueryParam("lines"))
if err != nil {
return ctx.String(http.StatusBadRequest, "Lines param is not provided or incorrect!")
}
lang := ctx.QueryParam("lang")
if lang == "" {
return ctx.String(http.StatusBadRequest, "Lang param is not provided or incorrect!")
}
ctx.Response().Header().Set(echo.HeaderContentType, echo.MIMEApplicationJSON)
ctx.Response().WriteHeader(http.StatusOK)
llm, err := ollama.New(ollama.WithModel("llama3.1:8b"))
if err != nil {
@@ -29,26 +41,21 @@ func main() {
ollamaCtx := context.Background()
content := []llms.MessageContent{
llms.TextParts(llms.ChatMessageTypeHuman, `
Generate 5 lines of code using a well known open source project
in the JavaScript programming language. I would like the result to be in
JSON format with the following keys: code for source code, source for project name and language for the used language.
`),
llms.TextParts(llms.ChatMessageTypeSystem, `You are only a code generator. You must not respond with anything else but code and do not format with code fences.`),
llms.TextParts(llms.ChatMessageTypeHuman, fmt.Sprintf(`
Generate max %d lines of code without any unncessary formatting from a well known open source project in the %s programming language. First line should always be a code comment in this format: Language/Project`, lines, lang)),
}
generated, err := llm.GenerateContent(ollamaCtx, content, llms.WithJSONMode())
var generatedCode GeneratedCode
error := json.Unmarshal([]byte(generated.Choices[0].Content), &generatedCode)
if error != nil {
log.Fatal(error)
if _, err := llm.GenerateContent(ollamaCtx, content, llms.WithStreamingFunc(func(streamCtx context.Context, chunk []byte) error {
ctx.Response().Write(chunk)
ctx.Response().Flush()
return nil
})); err != nil {
log.Fatal(err)
return ctx.String(http.StatusInternalServerError, err.Error())
}
return ctx.JSON(http.StatusOK,
generatedCode,
)
return nil
})
ech.Logger.Fatal(ech.Start(":5000"))