diff --git a/relay/channel/ollama/adaptor.go b/relay/channel/ollama/adaptor.go
index 998e438f..244b0f59 100644
--- a/relay/channel/ollama/adaptor.go
+++ b/relay/channel/ollama/adaptor.go
@@ -2,11 +2,12 @@ package ollama
 
 import (
 	"errors"
+	"fmt"
 	"io"
 	"net/http"
-	"strings"
 
 	"github.com/QuantumNous/new-api/relay/channel"
+	"github.com/QuantumNous/new-api/relay/channel/claude"
 	"github.com/QuantumNous/new-api/relay/channel/openai"
 	relaycommon "github.com/QuantumNous/new-api/relay/common"
 	relayconstant "github.com/QuantumNous/new-api/relay/constant"
@@ -24,16 +25,8 @@ func (a *Adaptor) ConvertGeminiRequest(*gin.Context, *relaycommon.RelayInfo, *dt
 }
 
 func (a *Adaptor) ConvertClaudeRequest(c *gin.Context, info *relaycommon.RelayInfo, request *dto.ClaudeRequest) (any, error) {
-	openaiAdaptor := openai.Adaptor{}
-	openaiRequest, err := openaiAdaptor.ConvertClaudeRequest(c, info, request)
-	if err != nil {
-		return nil, err
-	}
-	openaiRequest.(*dto.GeneralOpenAIRequest).StreamOptions = &dto.StreamOptions{
-		IncludeUsage: true,
-	}
-	// map to ollama chat request (Claude -> OpenAI -> Ollama chat)
-	return openAIChatToOllamaChat(c, openaiRequest.(*dto.GeneralOpenAIRequest))
+	adaptor := claude.Adaptor{}
+	return adaptor.ConvertClaudeRequest(c, info, request)
 }
 
 func (a *Adaptor) ConvertAudioRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.AudioRequest) (io.Reader, error) {
@@ -48,18 +41,37 @@ func (a *Adaptor) Init(info *relaycommon.RelayInfo) {
 }
 
 func (a *Adaptor) GetRequestURL(info *relaycommon.RelayInfo) (string, error) {
-	if info.RelayMode == relayconstant.RelayModeEmbeddings {
-		return info.ChannelBaseUrl + "/api/embed", nil
+	switch info.RelayFormat {
+	case types.RelayFormatClaude:
+		return (&claude.Adaptor{}).GetRequestURL(info)
+	default:
+		switch info.RelayMode {
+		case relayconstant.RelayModeEmbeddings:
+			return fmt.Sprintf("%s/api/embed", info.ChannelBaseUrl), nil
+		case relayconstant.RelayModeResponses:
+			return fmt.Sprintf("%s/v1/responses", info.ChannelBaseUrl), nil
+		case relayconstant.RelayModeResponsesCompact:
+			return fmt.Sprintf("%s/v1/responses/compact", info.ChannelBaseUrl), nil
+		case relayconstant.RelayModeCompletions:
+			return fmt.Sprintf("%s/api/generate", info.ChannelBaseUrl), nil
+		default:
+			return fmt.Sprintf("%s/api/chat", info.ChannelBaseUrl), nil
+		}
 	}
-	if strings.Contains(info.RequestURLPath, "/v1/completions") || info.RelayMode == relayconstant.RelayModeCompletions {
-		return info.ChannelBaseUrl + "/api/generate", nil
-	}
-	return info.ChannelBaseUrl + "/api/chat", nil
 }
 
 func (a *Adaptor) SetupRequestHeader(c *gin.Context, req *http.Header, info *relaycommon.RelayInfo) error {
 	channel.SetupApiRequestHeader(info, c, req)
 	req.Set("Authorization", "Bearer "+info.ApiKey)
+	switch info.RelayFormat {
+	case types.RelayFormatClaude:
+		claude.CommonClaudeHeadersOperation(c, req, info)
+		anthropicVersion := c.Request.Header.Get("anthropic-version")
+		if anthropicVersion == "" {
+			anthropicVersion = "2023-06-01"
+		}
+		req.Set("anthropic-version", anthropicVersion)
+	}
 	return nil
 }
 
@@ -67,11 +79,12 @@ func (a *Adaptor) ConvertOpenAIRequest(c *gin.Context, info *relaycommon.RelayIn
 	if request == nil {
 		return nil, errors.New("request is nil")
 	}
-	// decide generate or chat
-	if strings.Contains(info.RequestURLPath, "/v1/completions") || info.RelayMode == relayconstant.RelayModeCompletions {
+	switch info.RelayMode {
+	case relayconstant.RelayModeCompletions:
 		return openAIToGenerate(c, request)
+	default:
+		return openAIChatToOllamaChat(c, request)
 	}
-	return openAIChatToOllamaChat(c, request)
 }
 
 func (a *Adaptor) ConvertRerankRequest(c *gin.Context, relayMode int, request dto.RerankRequest) (any, error) {
@@ -83,7 +96,8 @@ func (a *Adaptor) ConvertEmbeddingRequest(c *gin.Context, info *relaycommon.Rela
 }
 
 func (a *Adaptor) ConvertOpenAIResponsesRequest(c *gin.Context, info *relaycommon.RelayInfo, request dto.OpenAIResponsesRequest) (any, error) {
-	return nil, errors.New("not implemented")
+	adaptor := openai.Adaptor{}
+	return adaptor.ConvertOpenAIResponsesRequest(c, info, request)
 }
 
 func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, requestBody io.Reader) (any, error) {
@@ -91,14 +105,23 @@ func (a *Adaptor) DoRequest(c *gin.Context, info *relaycommon.RelayInfo, request
 }
 
 func (a *Adaptor) DoResponse(c *gin.Context, resp *http.Response, info *relaycommon.RelayInfo) (usage any, err *types.NewAPIError) {
-	switch info.RelayMode {
-	case relayconstant.RelayModeEmbeddings:
-		return ollamaEmbeddingHandler(c, info, resp)
+	switch info.RelayFormat {
+	case types.RelayFormatClaude:
+		adaptor := claude.Adaptor{}
+		return adaptor.DoResponse(c, resp, info)
 	default:
-		if info.IsStream {
-			return ollamaStreamHandler(c, info, resp)
+		switch info.RelayMode {
+		case relayconstant.RelayModeEmbeddings:
+			return ollamaEmbeddingHandler(c, info, resp)
+		case relayconstant.RelayModeResponses, relayconstant.RelayModeResponsesCompact:
+			adaptor := openai.Adaptor{}
+			return adaptor.DoResponse(c, resp, info)
+		default:
+			if info.IsStream {
+				return ollamaStreamHandler(c, info, resp)
+			}
+			return ollamaChatHandler(c, info, resp)
 		}
-		return ollamaChatHandler(c, info, resp)
 	}
 }