diff --git a/plugins/wasm-go/extensions/ai-proxy/main.go b/plugins/wasm-go/extensions/ai-proxy/main.go
index abacce31d..c7e045140 100644
--- a/plugins/wasm-go/extensions/ai-proxy/main.go
+++ b/plugins/wasm-go/extensions/ai-proxy/main.go
@@ -379,6 +379,33 @@ func getApiName(path string) provider.ApiName {
 	if strings.HasSuffix(path, "/v1/models") {
 		return provider.ApiNameModels
 	}
+	if strings.HasSuffix(path, "/v1/fine_tuning/jobs") {
+		return provider.ApiNameFineTuningJobs
+	}
+	if util.RegRetrieveFineTuningJobPath.MatchString(path) {
+		return provider.ApiNameFineTuningRetrieveJob
+	}
+	if util.RegRetrieveFineTuningJobEventsPath.MatchString(path) {
+		return provider.PathOpenAIFineTuningJobEvents
+	}
+	if util.RegRetrieveFineTuningJobCheckpointsPath.MatchString(path) {
+		return provider.PathOpenAIFineTuningJobCheckpoints
+	}
+	if util.RegCancelFineTuningJobPath.MatchString(path) {
+		return provider.ApiNameFineTuningCancelJob
+	}
+	if util.RegResumeFineTuningJobPath.MatchString(path) {
+		return provider.ApiNameFineTuningResumeJob
+	}
+	if util.RegPauseFineTuningJobPath.MatchString(path) {
+		return provider.ApiNameFineTuningPauseJob
+	}
+	if util.RegFineTuningCheckpointPermissionPath.MatchString(path) {
+		return provider.ApiNameFineTuningCheckpointPermissions
+	}
+	if util.RegDeleteFineTuningCheckpointPermissionPath.MatchString(path) {
+		return provider.PathOpenAIFineDeleteTuningCheckpointPermission
+	}
 	// cohere style
 	if strings.HasSuffix(path, "/v1/rerank") {
 		return provider.ApiNameCohereV1Rerank
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/openai.go b/plugins/wasm-go/extensions/ai-proxy/provider/openai.go
index f5e0d487b..2a9a81e56 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/openai.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/openai.go
@@ -26,24 +26,34 @@ func (m *openaiProviderInitializer) ValidateConfig(config *ProviderConfig) error
 
 func (m *openaiProviderInitializer) DefaultCapabilities() map[string]string {
 	return map[string]string{
-		string(ApiNameCompletion):          PathOpenAICompletions,
-		string(ApiNameChatCompletion):      PathOpenAIChatCompletions,
-		string(ApiNameEmbeddings):          PathOpenAIEmbeddings,
-		string(ApiNameImageGeneration):     PathOpenAIImageGeneration,
-		string(ApiNameImageEdit):           PathOpenAIImageEdit,
-		string(ApiNameImageVariation):      PathOpenAIImageVariation,
-		string(ApiNameAudioSpeech):         PathOpenAIAudioSpeech,
-		string(ApiNameModels):              PathOpenAIModels,
-		string(ApiNameFiles):               PathOpenAIFiles,
-		string(ApiNameRetrieveFile):        PathOpenAIRetrieveFile,
-		string(ApiNameRetrieveFileContent): PathOpenAIRetrieveFileContent,
-		string(ApiNameBatches):             PathOpenAIBatches,
-		string(ApiNameRetrieveBatch):       PathOpenAIRetrieveBatch,
-		string(ApiNameCancelBatch):         PathOpenAICancelBatch,
-		string(ApiNameResponses):           PathOpenAIResponses,
+		string(ApiNameCompletion):                           PathOpenAICompletions,
+		string(ApiNameChatCompletion):                       PathOpenAIChatCompletions,
+		string(ApiNameEmbeddings):                           PathOpenAIEmbeddings,
+		string(ApiNameImageGeneration):                      PathOpenAIImageGeneration,
+		string(ApiNameImageEdit):                            PathOpenAIImageEdit,
+		string(ApiNameImageVariation):                       PathOpenAIImageVariation,
+		string(ApiNameAudioSpeech):                          PathOpenAIAudioSpeech,
+		string(ApiNameModels):                               PathOpenAIModels,
+		string(ApiNameFiles):                                PathOpenAIFiles,
+		string(ApiNameRetrieveFile):                         PathOpenAIRetrieveFile,
+		string(ApiNameRetrieveFileContent):                  PathOpenAIRetrieveFileContent,
+		string(ApiNameBatches):                              PathOpenAIBatches,
+		string(ApiNameRetrieveBatch):                        PathOpenAIRetrieveBatch,
+		string(ApiNameCancelBatch):                          PathOpenAICancelBatch,
+		string(ApiNameResponses):                            PathOpenAIResponses,
+		string(ApiNameFineTuningJobs):                       PathOpenAIFineTuningJobs,
+		string(ApiNameFineTuningRetrieveJob):                PathOpenAIFineTuningRetrieveJob,
+		string(ApiNameFineTuningJobEvents):                  PathOpenAIFineTuningJobEvents,
+		string(ApiNameFineTuningJobCheckpoints):             PathOpenAIFineTuningJobCheckpoints,
+		string(ApiNameFineTuningCancelJob):                  PathOpenAIFineTuningCancelJob,
+		string(ApiNameFineTuningResumeJob):                  PathOpenAIFineTuningResumeJob,
+		string(ApiNameFineTuningPauseJob):                   PathOpenAIFineTuningPauseJob,
+		string(ApiNameFineTuningCheckpointPermissions):      PathOpenAIFineTuningCheckpointPermissions,
+		string(ApiNameDeleteFineTuningCheckpointPermission): PathOpenAIFineDeleteTuningCheckpointPermission,
 	}
 }
 
+// isDirectPath checks if the path is a known standard OpenAI interface path.
 func isDirectPath(path string) bool {
 	return strings.HasSuffix(path, "/completions") ||
 		strings.HasSuffix(path, "/embeddings") ||
@@ -52,7 +62,9 @@ func isDirectPath(path string) bool {
 		strings.HasSuffix(path, "/images/variations") ||
 		strings.HasSuffix(path, "/images/edits") ||
 		strings.HasSuffix(path, "/models") ||
-		strings.HasSuffix(path, "/responses")
+		strings.HasSuffix(path, "/responses") ||
+		strings.HasSuffix(path, "/fine_tuning/jobs") ||
+		strings.HasSuffix(path, "/fine_tuning/checkpoints")
 }
 
 func (m *openaiProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
index 69575df6b..42f780d56 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
@@ -27,42 +27,60 @@ const (
 	// ApiName 格式 {vendor}/{version}/{apitype}
 	// 表示遵循 厂商/版本/接口类型 的格式
 	// 目前openai是事实意义上的标准，但是也有其他厂商存在其他任务的一些可能的标准，比如cohere的rerank
-	ApiNameCompletion          ApiName = "openai/v1/completions"
-	ApiNameChatCompletion      ApiName = "openai/v1/chatcompletions"
-	ApiNameEmbeddings          ApiName = "openai/v1/embeddings"
-	ApiNameImageGeneration     ApiName = "openai/v1/imagegeneration"
-	ApiNameImageEdit           ApiName = "openai/v1/imageedit"
-	ApiNameImageVariation      ApiName = "openai/v1/imagevariation"
-	ApiNameAudioSpeech         ApiName = "openai/v1/audiospeech"
-	ApiNameFiles               ApiName = "openai/v1/files"
-	ApiNameRetrieveFile        ApiName = "openai/v1/retrievefile"
-	ApiNameRetrieveFileContent ApiName = "openai/v1/retrievefilecontent"
-	ApiNameBatches             ApiName = "openai/v1/batches"
-	ApiNameRetrieveBatch       ApiName = "openai/v1/retrievebatch"
-	ApiNameCancelBatch         ApiName = "openai/v1/cancelbatch"
-	ApiNameModels              ApiName = "openai/v1/models"
-	ApiNameResponses           ApiName = "openai/v1/responses"
+	ApiNameCompletion                           ApiName = "openai/v1/completions"
+	ApiNameChatCompletion                       ApiName = "openai/v1/chatcompletions"
+	ApiNameEmbeddings                           ApiName = "openai/v1/embeddings"
+	ApiNameImageGeneration                      ApiName = "openai/v1/imagegeneration"
+	ApiNameImageEdit                            ApiName = "openai/v1/imageedit"
+	ApiNameImageVariation                       ApiName = "openai/v1/imagevariation"
+	ApiNameAudioSpeech                          ApiName = "openai/v1/audiospeech"
+	ApiNameFiles                                ApiName = "openai/v1/files"
+	ApiNameRetrieveFile                         ApiName = "openai/v1/retrievefile"
+	ApiNameRetrieveFileContent                  ApiName = "openai/v1/retrievefilecontent"
+	ApiNameBatches                              ApiName = "openai/v1/batches"
+	ApiNameRetrieveBatch                        ApiName = "openai/v1/retrievebatch"
+	ApiNameCancelBatch                          ApiName = "openai/v1/cancelbatch"
+	ApiNameModels                               ApiName = "openai/v1/models"
+	ApiNameResponses                            ApiName = "openai/v1/responses"
+	ApiNameFineTuningJobs                       ApiName = "openai/v1/fine-tuningjobs"
+	ApiNameFineTuningRetrieveJob                ApiName = "openai/v1/retrievefine-tuningjob"
+	ApiNameFineTuningJobEvents                  ApiName = "openai/v1/fine-tuningjobsevents"
+	ApiNameFineTuningJobCheckpoints             ApiName = "openai/v1/fine-tuningjobcheckpoints"
+	ApiNameFineTuningCancelJob                  ApiName = "openai/v1/cancelfine-tuningjob"
+	ApiNameFineTuningResumeJob                  ApiName = "openai/v1/resumefine-tuningjob"
+	ApiNameFineTuningPauseJob                   ApiName = "openai/v1/pausefine-tuningjob"
+	ApiNameFineTuningCheckpointPermissions      ApiName = "openai/v1/fine-tuningjobcheckpointpermissions"
+	ApiNameDeleteFineTuningCheckpointPermission ApiName = "openai/v1/deletefine-tuningjobcheckpointpermission"
 
-	PathOpenAICompletions         = "/v1/completions"
-	PathOpenAIChatCompletions     = "/v1/chat/completions"
-	PathOpenAIEmbeddings          = "/v1/embeddings"
-	PathOpenAIFiles               = "/v1/files"
-	PathOpenAIRetrieveFile        = "/v1/files/{file_id}"
-	PathOpenAIRetrieveFileContent = "/v1/files/{file_id}/content"
-	PathOpenAIBatches             = "/v1/batches"
-	PathOpenAIRetrieveBatch       = "/v1/batches/{batch_id}"
-	PathOpenAICancelBatch         = "/v1/batches/{batch_id}/cancel"
-	PathOpenAIModels              = "/v1/models"
-	PathOpenAIImageGeneration     = "/v1/images/generations"
-	PathOpenAIImageEdit           = "/v1/images/edits"
-	PathOpenAIImageVariation      = "/v1/images/variations"
-	PathOpenAIAudioSpeech         = "/v1/audio/speech"
-	PathOpenAIResponses           = "/v1/responses"
+	PathOpenAICompletions                          = "/v1/completions"
+	PathOpenAIChatCompletions                      = "/v1/chat/completions"
+	PathOpenAIEmbeddings                           = "/v1/embeddings"
+	PathOpenAIFiles                                = "/v1/files"
+	PathOpenAIRetrieveFile                         = "/v1/files/{file_id}"
+	PathOpenAIRetrieveFileContent                  = "/v1/files/{file_id}/content"
+	PathOpenAIBatches                              = "/v1/batches"
+	PathOpenAIRetrieveBatch                        = "/v1/batches/{batch_id}"
+	PathOpenAICancelBatch                          = "/v1/batches/{batch_id}/cancel"
+	PathOpenAIModels                               = "/v1/models"
+	PathOpenAIImageGeneration                      = "/v1/images/generations"
+	PathOpenAIImageEdit                            = "/v1/images/edits"
+	PathOpenAIImageVariation                       = "/v1/images/variations"
+	PathOpenAIAudioSpeech                          = "/v1/audio/speech"
+	PathOpenAIResponses                            = "/v1/responses"
+	PathOpenAIFineTuningJobs                       = "/v1/fine_tuning/jobs"
+	PathOpenAIFineTuningRetrieveJob                = "/v1/fine_tuning/jobs/{fine_tuning_job_id}"
+	PathOpenAIFineTuningJobEvents                  = "/v1/fine_tuning/jobs/{fine_tuning_job_id}/events"
+	PathOpenAIFineTuningJobCheckpoints             = "/v1/fine_tuning/jobs/{fine_tuning_job_id}/checkpoints"
+	PathOpenAIFineTuningCancelJob                  = "/v1/fine_tuning/jobs/{fine_tuning_job_id}/cancel"
+	PathOpenAIFineTuningResumeJob                  = "/v1/fine_tuning/jobs/{fine_tuning_job_id}/resume"
+	PathOpenAIFineTuningPauseJob                   = "/v1/fine_tuning/jobs/{fine_tuning_job_id}/pause"
+	PathOpenAIFineTuningCheckpointPermissions      = "/v1/fine_tuning/checkpoints/{fine_tuned_model_checkpoint}/permissions"
+	PathOpenAIFineDeleteTuningCheckpointPermission = "/v1/fine_tuning/checkpoints/{fine_tuned_model_checkpoint}/permissions/{permission_id}"
 
 	// TODO: 以下是一些非标准的API名称，需要进一步确认是否支持
 	ApiNameCohereV1Rerank ApiName = "cohere/v1/rerank"
-	ApiNameQwenAsyncAIGC ApiName = "api/v1/services/aigc"
-	ApiNameQwenAsyncTask ApiName = "api/v1/tasks/"
+	ApiNameQwenAsyncAIGC  ApiName = "api/v1/services/aigc"
+	ApiNameQwenAsyncTask  ApiName = "api/v1/tasks/"
 
 	providerTypeMoonshot   = "moonshot"
 	providerTypeAzure      = "azure"
@@ -842,11 +860,14 @@ func (c *ProviderConfig) DefaultTransformResponseHeaders(ctx wrapper.HttpContext
 func (c *ProviderConfig) needToProcessRequestBody(apiName ApiName) bool {
 	switch apiName {
 	case ApiNameChatCompletion,
+		ApiNameCompletion,
 		ApiNameEmbeddings,
 		ApiNameImageGeneration,
 		ApiNameImageEdit,
 		ApiNameImageVariation,
-		ApiNameAudioSpeech:
+		ApiNameAudioSpeech,
+		ApiNameFineTuningJobs,
+		ApiNameResponses:
 		return true
 	}
 	return false
diff --git a/plugins/wasm-go/extensions/ai-proxy/util/http.go b/plugins/wasm-go/extensions/ai-proxy/util/http.go
index 336a1ce7e..90baa3f99 100644
--- a/plugins/wasm-go/extensions/ai-proxy/util/http.go
+++ b/plugins/wasm-go/extensions/ai-proxy/util/http.go
@@ -17,10 +17,18 @@ const (
 )
 
 var (
-	RegRetrieveBatchPath       = regexp.MustCompile(`^.*/v1/batches/(?P<batch_id>[^/]+)$`)
-	RegCancelBatchPath         = regexp.MustCompile(`^.*/v1/batches/(?P<batch_id>[^/]+)/cancel$`)
-	RegRetrieveFilePath        = regexp.MustCompile(`^.*/v1/files/(?P<file_id>[^/]+)$`)
-	RegRetrieveFileContentPath = regexp.MustCompile(`^.*/v1/files/(?P<file_id>[^/]+)/content$`)
+	RegRetrieveBatchPath                        = regexp.MustCompile(`^.*/v1/batches/(?P<batch_id>[^/]+)$`)
+	RegCancelBatchPath                          = regexp.MustCompile(`^.*/v1/batches/(?P<batch_id>[^/]+)/cancel$`)
+	RegRetrieveFilePath                         = regexp.MustCompile(`^.*/v1/files/(?P<file_id>[^/]+)$`)
+	RegRetrieveFileContentPath                  = regexp.MustCompile(`^.*/v1/files/(?P<file_id>[^/]+)/content$`)
+	RegRetrieveFineTuningJobPath                = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)$`)
+	RegRetrieveFineTuningJobEventsPath          = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)/events$`)
+	RegRetrieveFineTuningJobCheckpointsPath     = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)/checkpoints$`)
+	RegCancelFineTuningJobPath                  = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)/cancel$`)
+	RegResumeFineTuningJobPath                  = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)/resume$`)
+	RegPauseFineTuningJobPath                   = regexp.MustCompile(`^.*/v1/fine_tuning/jobs/(?P<fine_tuning_job_id>[^/]+)/pause$`)
+	RegFineTuningCheckpointPermissionPath       = regexp.MustCompile(`^.*/v1/fine_tuning/checkpoints/(?P<fine_tuned_model_checkpoint>[^/]+)/permissions$`)
+	RegDeleteFineTuningCheckpointPermissionPath = regexp.MustCompile(`^.*/v1/fine_tuning/checkpoints/(?P<fine_tuned_model_checkpoint>[^/]+)/permissions/(?P<permission_id>[^/]+)$`)
 )
 
 type ErrorHandlerFunc func(statusCodeDetails string, err error) error