diff --git a/plugins/wasm-go/extensions/ai-proxy/main.go b/plugins/wasm-go/extensions/ai-proxy/main.go
index 4f08ab82c0..6244a0e60e 100644
--- a/plugins/wasm-go/extensions/ai-proxy/main.go
+++ b/plugins/wasm-go/extensions/ai-proxy/main.go
@@ -280,5 +280,9 @@ func getOpenAiApiName(path string) provider.ApiName {
 	if strings.HasSuffix(path, "/v1/images/generations") {
 		return provider.ApiNameImageGeneration
 	}
+	// rerank
+	if strings.HasSuffix(path, "/v1/rerank") {
+		return provider.ApiNameCohereV1Rerank
+	}
 	return ""
 }
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/azure.go b/plugins/wasm-go/extensions/ai-proxy/provider/azure.go
index bddfccdf09..5fcc378d47 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/azure.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/azure.go
@@ -17,8 +17,7 @@ type azureProviderInitializer struct {
 
 func (m *azureProviderInitializer) DefaultCapabilities() map[string]string {
 	return map[string]string{
-		// azure 此配置无实质作用，只是为了保持和其他provider的一致性
-		// TODO: azure的模式和openai是一致的，只是需要处理前缀，可以在TransformRequestHeaders中处理，以支持通用能力
+		// TODO: azure's pattern is the same as openai, just need to handle the prefix, can be done in TransformRequestHeaders to support general capabilities
 		string(ApiNameChatCompletion): PathOpenAIChatCompletions,
 		string(ApiNameEmbeddings):     PathOpenAIEmbeddings,
 	}
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/baichuan.go b/plugins/wasm-go/extensions/ai-proxy/provider/baichuan.go
index 7e0c362148..d04c5c7d85 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/baichuan.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/baichuan.go
@@ -27,7 +27,6 @@ func (m *baichuanProviderInitializer) ValidateConfig(config *ProviderConfig) err
 
 func (m *baichuanProviderInitializer) DefaultCapabilities() map[string]string {
 	return map[string]string{
-		// 百川AI的chat和embeddings接口和OpenAI的chat和embeddings接口一样
 		string(ApiNameChatCompletion): PathOpenAIChatCompletions,
 		string(ApiNameEmbeddings):     PathOpenAIEmbeddings,
 	}
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/cohere.go b/plugins/wasm-go/extensions/ai-proxy/provider/cohere.go
index 931d1b677c..a21964e497 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/cohere.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/cohere.go
@@ -13,7 +13,7 @@ import (
 
 const (
 	cohereDomain = "api.cohere.com"
-	// TODO: 现在cohere有v2, 也有embeddings, 考虑更多支持: https://docs.cohere.com/v2/reference/rerank
+	// TODO: support more capabilities, upgrade to v2, docs: https://docs.cohere.com/v2/reference/chat
 	cohereChatCompletionPath = "/v1/chat"
 	cohereRerankPath         = "/v1/rerank"
 )
@@ -100,7 +100,7 @@ func (m *cohereProvider) buildCohereRequest(origin *chatCompletionRequest) *cohe
 }
 
 func (m *cohereProvider) TransformRequestHeaders(ctx wrapper.HttpContext, apiName ApiName, headers http.Header, log wrapper.Log) {
-	util.OverwriteRequestPathHeader(headers, cohereChatCompletionPath)
+	util.OverwriteRequestPathHeaderByCapability(headers, string(apiName), m.config.capabilities)
 	util.OverwriteRequestHostHeader(headers, cohereDomain)
 	util.OverwriteRequestAuthorizationHeader(headers, "Bearer "+m.config.GetApiTokenInUse(ctx))
 	headers.Del("Content-Length")
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/coze.go b/plugins/wasm-go/extensions/ai-proxy/provider/coze.go
index 874f7a48ae..8626b226af 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/coze.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/coze.go
@@ -22,9 +22,7 @@ func (m *cozeProviderInitializer) ValidateConfig(config *ProviderConfig) error {
 }
 
 func (m *cozeProviderInitializer) DefaultCapabilities() map[string]string {
-	return map[string]string{
-		// 此配置暂时无实质作用，只是为了保持和其他provider的一致性
-	}
+	return map[string]string{}
 }
 
 func (m *cozeProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/deepseek.go b/plugins/wasm-go/extensions/ai-proxy/provider/deepseek.go
index 81ba9e8562..c8eca82a5c 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/deepseek.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/deepseek.go
@@ -13,7 +13,8 @@ import (
 
 const (
 	deepseekDomain = "api.deepseek.com"
-	// TODO: 根据文档 docs: https://api-docs.deepseek.com/api/create-chat-completion, path应该是 /chat/completions, 待验证
+	// TODO: docs: https://api-docs.deepseek.com/api/create-chat-completion
+	// accourding to the docs, the path should be /chat/completions, need to be verified
 	deepseekChatCompletionPath = "/v1/chat/completions"
 )
 
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/gemini.go b/plugins/wasm-go/extensions/ai-proxy/provider/gemini.go
index 7e456115c0..757f3937d7 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/gemini.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/gemini.go
@@ -36,11 +36,7 @@ func (g *geminiProviderInitializer) ValidateConfig(config *ProviderConfig) error
 }
 
 func (g *geminiProviderInitializer) DefaultCapabilities() map[string]string {
-	return map[string]string{
-		// path在gemini中没有实际意义，只是为了保持和其他provider的一致性
-		string(ApiNameChatCompletion): "_",
-		string(ApiNameEmbeddings):     "_",
-	}
+	return map[string]string{}
 }
 
 func (g *geminiProviderInitializer) CreateProvider(config ProviderConfig) (Provider, error) {
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/mistral.go b/plugins/wasm-go/extensions/ai-proxy/provider/mistral.go
index 9f7a71f06f..3f361a27ac 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/mistral.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/mistral.go
@@ -24,8 +24,7 @@ func (m *mistralProviderInitializer) ValidateConfig(config *ProviderConfig) erro
 
 func (m *mistralProviderInitializer) DefaultCapabilities() map[string]string {
 	return map[string]string{
-		// mistral的chat接口和OpenAI的chat接口一样
-		// docs: https://docs.mistral.ai/api/
+		// The chat interface of mistral is the same as that of OpenAI. docs: https://docs.mistral.ai/api/
 		string(ApiNameChatCompletion): PathOpenAIChatCompletions,
 		string(ApiNameEmbeddings):     PathOpenAIEmbeddings,
 	}
diff --git a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
index 6c810f6dbe..d2d9efbbc1 100644
--- a/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
+++ b/plugins/wasm-go/extensions/ai-proxy/provider/provider.go
@@ -384,7 +384,8 @@ func (c *ProviderConfig) FromJson(json gjson.Result) {
 		case string(ApiNameChatCompletion),
 			string(ApiNameEmbeddings),
 			string(ApiNameImageGeneration),
-			string(ApiNameAudioSpeech):
+			string(ApiNameAudioSpeech),
+			string(ApiNameCohereV1Rerank):
 			c.capabilities[capability] = pathJson.String()
 		}
 	}