diff --git a/packages.go b/packages.go
index 20324140c..33696c5cc 100644
--- a/packages.go
+++ b/packages.go
@@ -3,15 +3,16 @@ package swag
 import (
 	"fmt"
 	"go/ast"
+	"go/build"
 	goparser "go/parser"
 	"go/token"
+	"golang.org/x/tools/go/loader"
 	"os"
 	"path/filepath"
 	"runtime"
 	"sort"
 	"strings"
-
-	"golang.org/x/tools/go/loader"
+	"sync"
 )
 
 // PackagesDefinitions map[package import path]*PackageDefinitions.
@@ -436,6 +437,52 @@ func (pkgDefs *PackagesDefinitions) findTypeSpec(pkgPath string, typeName string
 	return nil
 }
 
+// PackageCache 用于缓存已查找的包
+var packageCache = make(map[string]*build.Package)
+var cacheMutex sync.RWMutex
+var packageLocks sync.Map
+
+// FindPackage 实现
+func FindPackage(ctxt *build.Context, importPath, fromDir string, mode build.ImportMode) (*build.Package, error) {
+	// 检查缓存
+	cacheMutex.RLock()
+	pkg, found := packageCache[importPath]
+	cacheMutex.RUnlock()
+
+	if found {
+		return pkg, nil
+	}
+
+	// 获取或创建锁
+	lockInterface, _ := packageLocks.LoadOrStore(importPath, &sync.Mutex{})
+	lock := lockInterface.(*sync.Mutex)
+
+	lock.Lock()         // 独占锁
+	defer lock.Unlock() // 确保在函数结束时解锁
+
+	// 再次检查缓存
+	cacheMutex.RLock()
+	pkg, found = packageCache[importPath]
+	cacheMutex.RUnlock()
+
+	if found {
+		return pkg, nil
+	}
+
+	// 查找包
+	pkg, err := ctxt.Import(importPath, fromDir, mode)
+	if err != nil {
+		return nil, err
+	}
+
+	// 更新缓存
+	cacheMutex.Lock()
+	packageCache[importPath] = pkg
+	cacheMutex.Unlock()
+
+	return pkg, nil
+}
+
 func (pkgDefs *PackagesDefinitions) loadExternalPackage(importPath string) error {
 	cwd, err := os.Getwd()
 	if err != nil {
@@ -443,8 +490,9 @@ func (pkgDefs *PackagesDefinitions) loadExternalPackage(importPath string) error
 	}
 
 	conf := loader.Config{
-		ParserMode: goparser.ParseComments,
-		Cwd:        cwd,
+		ParserMode:  goparser.ParseComments,
+		Cwd:         cwd,
+		FindPackage: FindPackage,
 	}
 
 	conf.Import(importPath)
@@ -526,8 +574,7 @@ func (pkgDefs *PackagesDefinitions) findPackagePathFromImports(pkg string, file
 			}
 		}
 	}
-
-	if len(pkg) == 0 || file.Name.Name == pkg {
+	if (len(pkg) == 0 || file.Name.Name == pkg) && pkgDefs.files[file] != nil {
 		matchedPkgPaths = append(matchedPkgPaths, pkgDefs.files[file].PackagePath)
 	}