diff --git a/main.go b/main.go
index 105fe4e..dcf1d74 100644
--- a/main.go
+++ b/main.go
@@ -1,16 +1,9 @@
 package main
 
 import (
-	"bytes"
-	"encoding/json"
-	"errors"
 	"flag"
 	"fmt"
-	"io"
 	"log"
-	"net/http"
-	"net/http/httputil"
-	"net/url"
 	"strings"
 	"time"
 
@@ -154,154 +147,7 @@ func main() {
 			return
 		}
 
-		record.UpstreamID = upstream.ID
-
-		// reverse proxy
-		remote, err := url.Parse(upstream.Endpoint)
-		if err != nil {
-			c.AbortWithError(500, errors.New("can't parse reverse proxy remote URL"))
-			return
-		}
-		proxy := httputil.NewSingleHostReverseProxy(remote)
-		proxy.Director = nil
-		proxy.Rewrite = func(proxyRequest *httputil.ProxyRequest) {
-			in := proxyRequest.In
-			out := proxyRequest.Out
-
-			// read request body
-			body, err := io.ReadAll(in.Body)
-			if err != nil {
-				c.AbortWithError(502, errors.New("reverse proxy middleware failed to read request body "+err.Error()))
-				return
-			}
-
-			// record chat message from user
-			record.Body = string(body)
-
-			out.Body = io.NopCloser(bytes.NewReader(body))
-
-			out.Host = remote.Host
-			out.URL.Scheme = remote.Scheme
-			out.URL.Host = remote.Host
-			out.URL.Path = in.URL.Path
-			out.Header = http.Header{}
-			out.Header.Set("Host", remote.Host)
-			if upstream.SK == "asis" {
-				out.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
-			} else {
-				out.Header.Set("Authorization", "Bearer "+upstream.SK)
-			}
-			out.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
-		}
-		var buf bytes.Buffer
-		var contentType string
-		proxy.ModifyResponse = func(r *http.Response) error {
-			record.Status = r.StatusCode
-			r.Header.Del("Access-Control-Allow-Origin")
-			r.Header.Del("Access-Control-Allow-Methods")
-			r.Header.Del("Access-Control-Allow-Headers")
-			r.Header.Set("Access-Control-Allow-Origin", "*")
-			r.Header.Set("Access-Control-Allow-Methods", "POST, GET, OPTIONS, PUT, DELETE, PATCH")
-			r.Header.Set("Access-Control-Allow-Headers", "Origin, Authorization, Content-Type")
-
-			if r.StatusCode != 200 {
-				body, err := io.ReadAll(r.Body)
-				if err != nil {
-					record.Response = "failed to read response from upstream " + err.Error()
-					return errors.New(record.Response)
-				}
-				record.Response = fmt.Sprintf("openai-api-route upstream return '%s' with '%s'", r.Status, string(body))
-				record.Status = r.StatusCode
-				return fmt.Errorf(record.Response)
-			}
-			// count success
-			r.Body = io.NopCloser(io.TeeReader(r.Body, &buf))
-			contentType = r.Header.Get("content-type")
-			return nil
-		}
-		proxy.ErrorHandler = func(w http.ResponseWriter, r *http.Request, err error) {
-			log.Println("Error", err, upstream.SK, upstream.Endpoint)
-
-			log.Println("debug", r)
-
-			// abort to error handle
-			c.AbortWithError(502, err)
-
-			log.Println("response is", r.Response)
-
-			if record.Status == 0 {
-				record.Status = 502
-			}
-			if record.Response == "" {
-				record.Response = err.Error()
-			}
-			if r.Response != nil {
-				record.Status = r.Response.StatusCode
-			}
-
-		}
-
-		func() {
-			defer func() {
-				if err := recover(); err != nil {
-					log.Println("Panic recover :", err)
-				}
-			}()
-			proxy.ServeHTTP(c.Writer, c.Request)
-		}()
-
-		resp, err := io.ReadAll(io.NopCloser(&buf))
-		if err != nil {
-			record.Response = "failed to read response from upstream " + err.Error()
-			log.Println(record.Response)
-		} else {
-
-			// record response
-			// stream mode
-			if strings.HasPrefix(contentType, "text/event-stream") {
-				for _, line := range strings.Split(string(resp), "\n") {
-					chunk := StreamModeChunk{}
-					line = strings.TrimPrefix(line, "data:")
-					line = strings.TrimSpace(line)
-					if line == "" {
-						continue
-					}
-
-					err := json.Unmarshal([]byte(line), &chunk)
-					if err != nil {
-						log.Println(err)
-						continue
-					}
-
-					if len(chunk.Choices) == 0 {
-						continue
-					}
-					record.Response += chunk.Choices[0].Delta.Content
-				}
-			} else if strings.HasPrefix(contentType, "application/json") {
-				var fetchResp FetchModeResponse
-				err := json.Unmarshal(resp, &fetchResp)
-				if err != nil {
-					log.Println("Error parsing fetch response:", err)
-					return
-				}
-				if !strings.HasPrefix(fetchResp.Model, "gpt-") {
-					log.Println("Not GPT model, skip recording response:", fetchResp.Model)
-					return
-				}
-				if len(fetchResp.Choices) == 0 {
-					log.Println("Error: fetch response choice length is 0")
-					return
-				}
-				record.Response = fetchResp.Choices[0].Message.Content
-			} else {
-				log.Println("Unknown content type", contentType)
-			}
-		}
-
-		if len(record.Body) > 1024*512 {
-			record.Body = ""
-		}
+		processRequest(c, &upstream, &record)
 
 		log.Println("Record result:", record.Status, record.Response)
 		record.ElapsedTime = time.Now().Sub(record.CreatedAt)
diff --git a/process.go b/process.go
new file mode 100644
index 0000000..35f4866
--- /dev/null
+++ b/process.go
@@ -0,0 +1,170 @@
+package main
+
+import (
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"log"
+	"net/http"
+	"net/http/httputil"
+	"net/url"
+	"strings"
+
+	"github.com/gin-gonic/gin"
+)
+
+func processRequest(c *gin.Context, upstream *OPENAI_UPSTREAM, record *Record) error {
+
+	record.UpstreamID = upstream.ID
+
+	// reverse proxy
+	remote, err := url.Parse(upstream.Endpoint)
+	if err != nil {
+		c.AbortWithError(500, errors.New("can't parse reverse proxy remote URL"))
+		return err
+	}
+	proxy := httputil.NewSingleHostReverseProxy(remote)
+	proxy.Director = nil
+	proxy.Rewrite = func(proxyRequest *httputil.ProxyRequest) {
+		in := proxyRequest.In
+		out := proxyRequest.Out
+
+		// read request body
+		body, err := io.ReadAll(in.Body)
+		if err != nil {
+			c.AbortWithError(502, errors.New("reverse proxy middleware failed to read request body "+err.Error()))
+			return
+		}
+
+		// record chat message from user
+		record.Body = string(body)
+
+		out.Body = io.NopCloser(bytes.NewReader(body))
+
+		out.Host = remote.Host
+		out.URL.Scheme = remote.Scheme
+		out.URL.Host = remote.Host
+		out.URL.Path = in.URL.Path
+		out.Header = http.Header{}
+		out.Header.Set("Host", remote.Host)
+		if upstream.SK == "asis" {
+			out.Header.Set("Authorization", c.Request.Header.Get("Authorization"))
+		} else {
+			out.Header.Set("Authorization", "Bearer "+upstream.SK)
+		}
+		out.Header.Set("Content-Type", c.Request.Header.Get("Content-Type"))
+	}
+	var buf bytes.Buffer
+	var contentType string
+	proxy.ModifyResponse = func(r *http.Response) error {
+		record.Status = r.StatusCode
+		r.Header.Del("Access-Control-Allow-Origin")
+		r.Header.Del("Access-Control-Allow-Methods")
+		r.Header.Del("Access-Control-Allow-Headers")
+		r.Header.Set("Access-Control-Allow-Origin", "*")
+		r.Header.Set("Access-Control-Allow-Methods", "POST, GET, OPTIONS, PUT, DELETE, PATCH")
+		r.Header.Set("Access-Control-Allow-Headers", "Origin, Authorization, Content-Type")
+
+		if r.StatusCode != 200 {
+			body, err := io.ReadAll(r.Body)
+			if err != nil {
+				record.Response = "failed to read response from upstream " + err.Error()
+				return errors.New(record.Response)
+			}
+			record.Response = fmt.Sprintf("openai-api-route upstream return '%s' with '%s'", r.Status, string(body))
+			record.Status = r.StatusCode
+			return fmt.Errorf(record.Response)
+		}
+		// count success
+		r.Body = io.NopCloser(io.TeeReader(r.Body, &buf))
+		contentType = r.Header.Get("content-type")
+		return nil
+	}
+	proxy.ErrorHandler = func(w http.ResponseWriter, r *http.Request, err error) {
+		log.Println("Error", err, upstream.SK, upstream.Endpoint)
+
+		log.Println("debug", r)
+
+		// abort to error handle
+		c.AbortWithError(502, err)
+
+		log.Println("response is", r.Response)
+
+		if record.Status == 0 {
+			record.Status = 502
+		}
+		if record.Response == "" {
+			record.Response = err.Error()
+		}
+		if r.Response != nil {
+			record.Status = r.Response.StatusCode
+		}
+
+	}
+
+	func() {
+		defer func() {
+			if err := recover(); err != nil {
+				log.Println("Panic recover :", err)
+			}
+		}()
+		proxy.ServeHTTP(c.Writer, c.Request)
+	}()
+
+	resp, err := io.ReadAll(io.NopCloser(&buf))
+	if err != nil {
+		record.Response = "failed to read response from upstream " + err.Error()
+		log.Println(record.Response)
+	} else {
+
+		// record response
+		// stream mode
+		if strings.HasPrefix(contentType, "text/event-stream") {
+			for _, line := range strings.Split(string(resp), "\n") {
+				chunk := StreamModeChunk{}
+				line = strings.TrimPrefix(line, "data:")
+				line = strings.TrimSpace(line)
+				if line == "" {
+					continue
+				}
+
+				err := json.Unmarshal([]byte(line), &chunk)
+				if err != nil {
+					log.Println(err)
+					continue
+				}
+
+				if len(chunk.Choices) == 0 {
+					continue
+				}
+				record.Response += chunk.Choices[0].Delta.Content
+			}
+		} else if strings.HasPrefix(contentType, "application/json") {
+			var fetchResp FetchModeResponse
+			err := json.Unmarshal(resp, &fetchResp)
+			if err != nil {
+				log.Println("Error parsing fetch response:", err)
+				return nil
+			}
+			if !strings.HasPrefix(fetchResp.Model, "gpt-") {
+				log.Println("Not GPT model, skip recording response:", fetchResp.Model)
+				return nil
+			}
+			if len(fetchResp.Choices) == 0 {
+				log.Println("Error: fetch response choice length is 0")
+				return nil
+			}
+			record.Response = fetchResp.Choices[0].Message.Content
+		} else {
+			log.Println("Unknown content type", contentType)
+		}
+	}
+
+	if len(record.Body) > 1024*512 {
+		record.Body = ""
+	}
+
+	return nil
+}